The Community for Technology Leaders
2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (2016)
San Francisco, CA, USA
Aug. 18, 2016 to Aug. 21, 2016
ISBN: 978-1-5090-2847-4
TABLE OF CONTENTS

[Front cover] (PDF)

pp. 1

[Front cover] (PDF)

pp. 1

[Title page] (PDF)

pp. 1

[Title page] (PDF)

pp. 1

Table of contents (PDF)

pp. i-xvii

ASONAM 2016 keynotes: Ideas and inventions (PDF)

Brian Uzzi , Northwestern University, Evanston, IL, USA
Lise Getoor , University of California, Santa Cruz, CA, USA Vincent Blondel
Evimaria Terzi , Boston University, Boston, MA, USA
Lada Adamic , University of Michigan, Ann Arbor, MI, USA
pp. xl-xliii

ASONAM 2016 panel: Social network analysis for social good (PDF)

V S Subrahmanian , University of Maryland, College Park, USA
Lada Adamic , Facebook
Lise Getoor , University of California, UC Santa Cruz
Evimaria Terzi , Boston University
Brian Uzzi , Northwestern University
Lisa Singh , Georgetown University, USA
pp. xlvii

Technical papers (PDF)

pp. xlix

ASONAM 2016: Author index (PDF)

pp. 1441-1448

Influence based analysis of community consistency in dynamic networks (Abstract)

Xiaowei Jia , University of Minnesota, Twin Cities
Xiaoyi Li , The State University of New York at Buffalo
Nan Du , The State University of New York at Buffalo
Yuan Zhang , North Carolina State University
Vishrawas Gopalakrishnan , The State University of New York at Buffalo
Guangxu Xun , The State University of New York at Buffalo
Aidong Zhang , The State University of New York at Buffalo
pp. 1-8

Stop Clickbait: Detecting and preventing clickbaits in online news media (Abstract)

Abhijnan Chakraborty , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India - 721302
Bhargavi Paranjape , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India - 721302
Sourya Kakarla , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India - 721302
Niloy Ganguly , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India - 721302
pp. 9-16

Streaming METIS partitioning (Abstract)

Ghizlane Echbarthi , University Lyon1, Lyon, France
Hamamache Kheddouci , University Lyon1, Lyon, France
pp. 17-24

New stopping criteria for spectral partitioning (Abstract)

James P Fairbanks , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
Anita Zakrzewska , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
David A Bader , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
pp. 25-32

Local triangle-densest subgraphs (Abstract)

Raman Samusevich , Department of Computer Science, FEE, Czech Technical University in Prague
Maximilien Danisch , Institut Mines Telecom, Telecom Paristech, CNRS, Paris
Mauro Sozio , Institut Mines Telecom, Telecom Paristech, CNRS, Paris
pp. 33-40

Tradeoffs between density and size in extracting dense subgraphs: A unified framework (Abstract)

Zhefeng Wang , School of Computer Science and Technology, University of Science and Technology of China, Hefei, China
Lingyang Chu , School of Computing Science, Simon Fraser University, Burnaby, Canada
Jian Pei , School of Computing Science, Simon Fraser University, Burnaby, Canada
Abdullah Al-Barakati , King Abdulaziz University, Jeddah, Saudi Arabia
Enhong Chen , School of Computer Science and Technology, University of Science and Technology of China, Hefei, China
pp. 41-48

Non-sharing communities? An empirical study of community detection for access control decisions (Abstract)

Gaurav Misra , Security Lancaster, Lancaster University, UK
Jose M. Such , Security Lancaster, Lancaster University, UK
Hamed Balogun , Security Lancaster, Lancaster University, UK
pp. 49-56

Functional cluster extraction from large spatial networks (Abstract)

Takayasu Fushimi , University of Tsukuba, Japan
Kazumi Saito , University of Shizuoka, Japan
Tetsuo Ikeda , University of Shizuoka, Japan
Kazuhiro Kazama , Wakayama University, Japan
pp. 57-62

Network completion via joint node clustering and similarity learning (Abstract)

Dimitrios Rafailidis , Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
Fabio Crestani , Faculty of Informatics, Università della Svizzera italiana (USI), Lugano, Switzerland
pp. 63-68

Sensitivity and reliability in incomplete networks: Centrality metrics to community scoring functions (Abstract)

Soumya Sarkar , Dept. of Comp. Sc. & Engg. IIT Kharagpur, West Bengal, India - 721302
Suhansanu Kumar , Dept. of Comp. Sc., UIUC, Champaign, IL 61820, USA
Sanjukta Bhowmick , Dept. of Comp. Sc., Univ. of Nebraska, Omaha, Omaha, NE 68106, USA
Animesh Mukherjee , Dept. of Comp. Sc. & Engg., IIT Kharagpur, West Bengal, India - 721302
pp. 69-72

Ensemble-based algorithms to detect disjoint and overlapping communities in networks (Abstract)

Tanmoy Chakraborty , Dept. of Computer Science, University of Maryland, College Park, MD 20742
Noseong Park , Dept. of Computer Science, University of Maryland, College Park, MD 20742
V.S. Subrahmanian , Dept. of Computer Science, University of Maryland, College Park, MD 20742
pp. 73-80

Community detection in political Twitter networks using Nonnegative Matrix Factorization methods (Abstract)

Mert Ozer , School of Computing, Informatics, Decision Systems Engineering, Arizona State University, Tempe, USA 85287
Nyunsu Kim , School of Computing, Informatics, Decision Systems Engineering, Arizona State University, Tempe, USA 85287
Hasan Davulcu , School of Computing, Informatics, Decision Systems Engineering, Arizona State University, Tempe, USA 85287
pp. 81-88

On predicting social unrest using social media (Abstract)

Rostyslav Korolov , Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute
Di Lu , Department of Computer Science Rensselaer Polytechnic Institute
Jingjing Wang , Department of Computer Science, University of Illinois at Urbana-Champaign
Guangyu Zhou , Department of Computer Science, University of Illinois at Urbana-Champaign
Claire Bonial , U.S. Army Research Laboratory
Clare Voss , U.S. Army Research Laboratory
Lance Kaplan , U.S. Army Research Laboratory
William Wallace , Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute
Jiawei Han , Department of Computer Science, University of Illinois at Urbana-Champaign
Heng Ji , Department of Computer Science Rensselaer Polytechnic Institute
pp. 89-95

Characterizing communal microblogs during disaster events (Abstract)

Koustav Rudra , IIT Kharagpur, India
Ashish Sharma , IIT Kharagpur, India
Niloy Ganguly , IIT Kharagpur, India
Saptarshi Ghosh , IIEST Shibpur, India
pp. 96-99

Investigating the complete corpus of referendum and elections tweets (Abstract)

Despoina Antonakaki , FORTH-ICS, Greece
Dimitris Spiliotopoulos , FORTH-ICS, Greece
Christos V. Samaras , FORTH-ICS, Greece
Sotiris Ioannidis , FORTH-ICS, Greece
Paraskevi Fragopoulou , FORTH-ICS, Greece
pp. 100-105

Understanding citizen reactions and Ebola-related information propagation on social media (Abstract)

Thanh Tran , Department of Computer Science, Utah State University, Logan, UT 84322
Kyumin Lee , Department of Computer Science, Utah State University, Logan, UT 84322
pp. 106-111

Estimating exponential random graph models using sampled network data via graphon (Abstract)

Ran He , Bell Labs, Murray Hill, NJ 07974
Tian Zheng , Department of Statistics, Columbia University, New York, NY 10027
pp. 112-119

Rank degree: An efficient algorithm for graph sampling (Abstract)

Elli Voudigari , Department of Informatics, Athens University of Economics and Business, 76, Patission Str. GR10434 Athens, Greece
Nikos Salamanos , Department of Informatics, Athens University of Economics and Business, 76, Patission Str. GR10434 Athens, Greece
Theodore Papageorgiou , Department of Informatics, Athens University of Economics and Business, 76, Patission Str. GR10434 Athens, Greece
Emmanuel J. Yannakoudakis , Department of Informatics, Athens University of Economics and Business, 76, Patission Str. GR10434 Athens, Greece
pp. 120-129

Query-friendly compression of graph streams (Abstract)

Arijit Khan , Nanyang Technological University, Singapore
Charu Aggarwal , IBM T. J. Watson Research Center, NY, USA
pp. 130-137

Classification in dynamic streaming networks (Abstract)

Yibo Yao , School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA 99164, USA
Lawrence B. Holder , School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA 99164, USA
pp. 138-145

Social network dominance based on analysis of asymmetry (Abstract)

Yuemeng Li , University of North Carolina at Charlotte, Charlotte, NC 28223
Xintao Wu , University of Arkansas, Fayetteville, AR 72701
Song Yang , University of Arkansas, Fayetteville, AR 72701
pp. 146-151

MaxReach: Reducing network incompleteness through node probes (Abstract)

Sucheta Soundarajan , Syracuse University
Tina Eliassi-Rad , Northeastern University
Brian Gallagher , Lawrence Livermore Nat'l Laboratory
Ali Pinar , Sandia Nat'l Laboratories
pp. 152-157

Predicting anchor links between heterogeneous social networks (Abstract)

Sina Sajadmanesh , Department of Computer Eng., Sharif University of Technology
Hamid R. Rabiee , Department of Computer Eng., Sharif University of Technology
Ali Khodadadi , Department of Computer Eng., Sharif University of Technology
pp. 158-163

Benchmarking online social networks (Abstract)

Pablo Nicolas Terevinto , Universitat Politècnica de València (Spain)
Miguel Perez , Universitat Politècnica de València (Spain)
Josep Domenech , Universitat Politècnica de València (Spain)
Jose A. Gil , Universitat Politècnica de València (Spain)
Ana Pont , Universitat Politècnica de València (Spain)
pp. 164-169

On the δ-Hyperbolicity in complex networks (Abstract)

Hend Alrasheed , Department of Computer Science, Kent State University
pp. 170-173

Why not scale free? Simulating company ego networks on Twitter (Abstract)

Yoav Achiam , Graduate School of Business Administration, Department of Information Systems, Bar Ilan University, Ramat Gan, Israel 5290002
Inbal Yahav , Graduate School of Business Administration, Department of Information Systems, Bar Ilan University, Ramat Gan, Israel 5290002
David G. Schwartz , Graduate School of Business Administration, Department of Information Systems, Bar Ilan University, Ramat Gan, Israel 5290002
pp. 174-177

Prediction of cyberbullying incidents in a media-based social network (Abstract)

Homa Hosseinmardi , Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA 80309
Rahat Ibn Rafiq , Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA 80309
Richard Han , Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA 80309
Qin Lv , Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA 80309
Shivakant Mishra , Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA 80309
pp. 186-192

Hiding in plain sight: Characterizing and detecting malicious Facebook pages (Abstract)

Prateek Dewan , Indraprastha Institute of Information Technology, Delhi (IIIT-D)
Shrey Bagroy , Indraprastha Institute of Information Technology, Delhi (IIIT-D)
Ponnurangam Kumaraguru , Indraprastha Institute of Information Technology, Delhi (IIIT-D)
pp. 193-196

Detecting malicious campaigns in crowdsourcing platforms (Abstract)

Hongkyu Choi , Department of Computer Scinece, Utah State University, Logan, UT 84322
Kyumin Lee , Department of Computer Science, Utah State University, Logan, UT 84322
Steve Webb , College of Computing, Georgia Institute of Technology, Atlanta, GA 30332
pp. 197-202

Trust and privacy correlations in social networks: A deep learning framework (Abstract)

Shatha Jaradat , KTH - Royal Institute of Technology, Sweden
Nima Dokoohaki , KTH - Royal Institute of Technology, Sweden
Mihhail Matskin , KTH - Royal Institute of Technology, Sweden
Elena Ferrari , University of Insubria, Italy
pp. 203-206

NimbleCore: A space-efficient external memory algorithm for estimating core numbers (Abstract)

Priya Govindan , Rutgers University
Sucheta Soundarajan , Syracuse University
Tina Eliassi-Rad , Northeastern University
Christos Faloutsos , Carnegie Mellon University
pp. 207-214

All-pairs shortest distances maintenance in relational DBMSs (Abstract)

Sergio Greco , University of Calabria, Rende (CS) - Italy
Cristian Molinaro , University of Calabria, Rende (CS) - Italy
Chiara Pulice , University of Calabria, Rende (CS) - Italy
Ximena Quintana , University of Calabria, Rende (CS) - Italy
pp. 215-222

Togetherness: An algorithmic approach to network integration (Abstract)

Anastasia Moskvina , Auckland University of Technology, Private Bag 92006, Auckland, New Zealand
Jiamou Liu , The University of Auckland, Private Bag 92019, Auckland, New Zealand
pp. 223-230

On the guarantee of containment probability in influence minimization (Abstract)

Chien-Wei Chang , Department of Computer Science and Information Engineering, National Cheng Kung University
Mi-Yen Yeh , Institute of Information Science, Academia Sinica
Kun-Ta Chuang , Department of Computer Science and Information Engineering, National Cheng Kung University
pp. 231-238

Intertwined viral marketing in social networks (Abstract)

Jiawei Zhang , University of Illinois at Chicago, Chicago, IL, USA
Senzhang Wang , Nanjing University of Aeronautics and Astronautics, Nanjing, China
Qianyi Zhan , Nanjing University, Nanjing 210023, China
Philip S. Yu , University of Illinois at Chicago, Chicago, IL, USA
pp. 239-246

Analyzing information sharing strategies of users in online social networks (Abstract)

Dong-Anh Nguyen , Department of Computer Science. University of California, Santa Barbara, CA 93106, USA
Shulong Tan , Baidu Big Data Lab. 1195 Bordeaux Drive, Sunnyvale, CA 94089, USA
Ram Ramanathan , Network Research Department. Raytheon BBN Technologies. 10 Moulton Street, Cambridge MA 02138, USA
Xifeng Yan , Department of Computer Science. University of California, Santa Barbara, CA 93106, USA
pp. 247-254

Learning cascaded influence under partial monitoring (Abstract)

Jie Zhang , Department of Physics, Tsinghua University
Jiaqi Ma , Department of Automation, Tsinghua University
Jie Tang , Department of Computer Science, Tsinghua University
pp. 255-262

Community-based delurking in social networks (Abstract)

Roberto Interdonato , DIMES, University of Calabria, 87036 Arcavacata di Rende (CS) - Italy
Chiara Pulice , DIMES, University of Calabria, 87036 Arcavacata di Rende (CS) - Italy
Andrea Tagarelli , DIMES, University of Calabria, 87036 Arcavacata di Rende (CS) - Italy
pp. 263-270

Percimo: A personalized community model for location estimation in social media (Abstract)

Guangchao Yuan , Department of Computer Science, North Carolina State University, Raleigh, NC 27695-8206, USA
Pradeep K. Murukannaiah , Department of Computer Science, North Carolina State University, Raleigh, NC 27695-8206, USA
Munindar P. Singh , Department of Computer Science, North Carolina State University, Raleigh, NC 27695-8206, USA
pp. 271-278

Community-based geospatial tag estimation (Abstract)

Wei Niu , Department of Computer Science and Engineering, Texas A&M University, College Station, Texas, USA
James Caverlee , Department of Computer Science and Engineering, Texas A&M University, College Station, Texas, USA
Haokai Lu , Department of Computer Science and Engineering, Texas A&M University, College Station, Texas, USA
Krishna Kamath , Department of Computer Science and Engineering, Texas A&M University, College Station, Texas, USA
pp. 279-286

Exploiting spatial-temporal-social constraints for localness inference using online social media (Abstract)

Chao Huang , Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN 46556
Dong Wang , Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN 46556
pp. 287-294

Co-location social networks: Linking the physical world and cyberspace (Abstract)

Huandong Wang , Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Yong Li , Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Yang Chen , School of Computer Science, Fudan University, Shanghai 200433, China
Yue Wang , Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Jian Yuan , Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Depeng Jin , Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
pp. 295-298

Network classification using adjacency matrix embeddings and deep learning (Abstract)

Ke Wu , Department of Computer Science, Rensselaer Polytechnic Institute, Troy, New York 12180
Philip Watters , Department of Computer Science, Rensselaer Polytechnic Institute, Troy, New York 12180
Malik Magdon-Ismail , Department of Computer Science, Rensselaer Polytechnic Institute, Troy, New York 12180
pp. 299-306

Weakly hierarchical lasso based learning to rank in best answer prediction (Abstract)

Qiongjie Tian , Computer Science and Engineering, Arizona State University
Baoxin Li , Computer Science and Engineering, Arizona State University
pp. 307-314

Priority rank model for social network generation (Abstract)

Mikolaj Morzy , Poznań University of Technology, Poland
Przemyslaw Kazienko , Wrocław University of Science and Technology, Poland
Tomasz Kajdanowicz , Wrocław University of Science and Technology, Poland
pp. 315-318

An information theoretic approach to generalised blockmodelling for the identification of meso-scale structure in networks (Abstract)

Neil Hurley , Insight Centre for Data Analytics, University College Dublin
Erika Duriakova , Insight Centre for Data Analytics, University College Dublin
pp. 319-322

Bayesian model selection of stochastic block models (Abstract)

Xiaoran Yan , Indiana University Network Science Institute, Bloomington, Indiana 47408
pp. 323-328

Dynamic community detection based on distance dynamics (Abstract)

Qian Guo , Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Lei Zhang , Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Bin Wu , Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Xuelin Zeng , Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
pp. 329-336

Enumerating maximal cliques in temporal graphs (Abstract)

Anne-Sophie Himmel , Institut für Softwaretechnik und Theoretische Informatik, TU Berlin, Germany
Hendrik Molter , Institut für Softwaretechnik und Theoretische Informatik, TU Berlin, Germany
Rolf Niedermeier , Institut für Softwaretechnik und Theoretische Informatik, TU Berlin, Germany
Manuel Sorge , Institut für Softwaretechnik und Theoretische Informatik, TU Berlin, Germany
pp. 337-344

Structural measures of clustering quality on graph samples (Abstract)

Jianpeng Zhang , Eindhoven University of Technology, 5600 MB Eindhoven, the Netherlands
Yulong Pei , Eindhoven University of Technology, 5600 MB Eindhoven, the Netherlands
George H. L. Fletcher , Eindhoven University of Technology, 5600 MB Eindhoven, the Netherlands
Mykola Pechenizkiy , Eindhoven University of Technology, 5600 MB Eindhoven, the Netherlands
pp. 345-348

A local measure of community change in dynamic graphs (Abstract)

Anita Zakrzewska , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
Eisha Nathan , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
James Fairbanks , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
David A Bader , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
pp. 349-353

A parameter-free method for detecting local communities based on attainable information (Abstract)

Ardavan Afshar , Department of Computer Science and Engineering & IT, Shiraz University, Shiraz, Iran
Mansour Zolghadri Jahromi , Department of Computer Science and Engineering & IT, Shiraz University, Shiraz, Iran
Ali Hamzeh , Department of Computer Science and Engineering & IT, Shiraz University, Shiraz, Iran
pp. 354-357

Web user profiling using data redundancy (Abstract)

Xiaotao Gu , Department of Computer Science and Technology, Tsinghua University
Hong Yang , Department of Computer Science and Technology, Tsinghua University
Jie Tang , Department of Computer Science and Technology, Tsinghua University
Jing Zhang , Department of Computer Science and Technology, Tsinghua University
pp. 358-365

Can i foresee the success of my meetup group? (Abstract)

Soumajit Pramanik , Department of Computer Science & Engineering, IIT Kharagpur, India
Midhun Gundapuneni , Department of Computer Science & Engineering, IIT Kharagpur, India
Sayan Pathak , Microsoft Corporation, Seattle, USA
Bivas Mitra , Department of Computer Science & Engineering, IIT Kharagpur, India
pp. 366-373

Subconscious Crowdsourcing: A feasible data collection mechanism for mental disorder detection on social media (Abstract)

Chun-Hao Chang , Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
Elvis Saravia , Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
Yi-Shin Chen , Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
pp. 374-379

An analysis of student behavior in two massive open online courses (Abstract)

James Schaffer , Department of Computer Science, University of California Santa Barbara, Santa Barbara, California 93106
Brandon Huynh , Department of Computer Science, University of California Santa Barbara, Santa Barbara, California 93106
John O'Donovan , Department of Computer Science, University of California Santa Barbara, Santa Barbara, California 93106
Tobias Hollerer , Department of Computer Science, University of California Santa Barbara, Santa Barbara, California 93106
Yinglong Xia , IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598
Sabrina Lin , IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598
pp. 380-385

Personality homophily and the local network characteristics of facebook (Abstract)

Nyala Noe , School of Computer Science and Informatics, Cardiff University Cardiff, United Kingdom
Roger M. Whitaker , School of Computer Science and Informatics, Cardiff University Cardiff, United Kingdom
Stuart M. Allen , School of Computer Science and Informatics, Cardiff University Cardiff, United Kingdom
pp. 386-393

Downside management in recommender systems (Abstract)

Huan Gui , University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
Haishan Liu , LinkedIn Corp, Mountain View, CA 94043 USA
Xiangrui Meng , LinkedIn Corp, Mountain View, CA 94043 USA
Anmol Bhasin , LinkedIn Corp, Mountain View, CA 94043 USA
Jiawei Han , University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
pp. 394-401

Collaborative restricted Boltzmann machine for social event recommendation (Abstract)

Xiaowei Jia , University of Minnesota
Xiaoyi Li , The State University of New York at Buffalo
Kang Li , The State University of New York at Buffalo
Vishrawas Gopalakrishnan , The State University of New York at Buffalo
Guangxu Xun , The State University of New York at Buffalo
Aidong Zhang , The State University of New York at Buffalo
pp. 402-405

Twitter message recommendation based on user interest profiles (Abstract)

Raheleh Makki , Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada
Axel J. Soto , National Centre for Text Mining, School of Computer Science, University of Manchester, United Kingdom
Stephen Brooks , Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada
Evangelos E. Milios , Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada
pp. 406-410

Generating risk reduction recommendations to decrease vulnerability of public online profiles (Abstract)

Janet Zhu , Georgetown University, Department of Computer Science, Washington, DC, 20057 USA
Sicong Zhang , Georgetown University, Department of Computer Science, Washington, DC, 20057 USA
Lisa Singh , Georgetown University, Department of Computer Science, Washington, DC, 20057 USA
Grace Hui Yang , Georgetown University, Department of Computer Science, Washington, DC, 20057 USA
Micah Sherr , Georgetown University, Department of Computer Science, Washington, DC, 20057 USA
pp. 411-416

Exploring influence among participants for event recommendation (Abstract)

Yi Liao , Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong
Xinshi Lin , Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong
Wai Lam , Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong
pp. 417-420

From migration corridors to clusters: The value of Google+ data for migration studies (Abstract)

Johnnatan Messias , Universidade Federal, de Minas Gerais, Belo Horizonte, Brazil
Fabricio Benevenuto , Universidade Federal, de Minas Gerais, Belo Horizonte, Brazil
Ingmar Weber , Qatar Computing, Research Institute, Doha, Qatar
Emilio Zagheni , University of Washington, Seattle, USA
pp. 421-428

How fashionable is each street?: Quantifying road characteristics using social media (Abstract)

Takuya Nishimura , NTT Service Evolution Laboratories, NTT Corporation, 1-1 Hikari-no-oka, Yokosuka, Kanagawa, Japan
Kyosuke Nishida , NTT Service Evolution Laboratories, NTT Corporation, 1-1 Hikari-no-oka, Yokosuka, Kanagawa, Japan
Hiroyuki Toda , NTT Service Evolution Laboratories, NTT Corporation, 1-1 Hikari-no-oka, Yokosuka, Kanagawa, Japan
Hiroshi Sawada , NTT Service Evolution Laboratories, NTT Corporation, 1-1 Hikari-no-oka, Yokosuka, Kanagawa, Japan
pp. 429-436

From event detection to storytelling on microblogs (Abstract)

Janani Kalyanam , University of California, San Diego
Sumithra Velupillai , KTH, Stockholm and King's College, London
Mike Conway , University of Utah, Salt Lake City
Gert Lanckriet , University of California, San Diego
pp. 437-442

Authorship identification in Bengali language: A graph based approach (Abstract)

Tanmoy Chakraborty , Dept. of Computer Science, University of Maryland, College Park, MD 20742
Prasenjit Choudhury , Dept. of Computer Applications, National Institute of Technology, Durgapur, West Bengal, India 713209
pp. 443-446

Finding needles of interested tweets in the haystack of Twitter network (Abstract)

Qiongjie Tian , Computer Science and Engineering, Arizona State University
Jashmi Lagisetty , Computer Science and Engineering, Arizona State University
Baoxin Li , Computer Science and Engineering, Arizona State University
pp. 447-452

Social badge system analysis (Abstract)

Jiawei Zhang , University of Illinois at Chicago, Chicago, IL, USA
Xiangnan Kong , Worcester Polytechnic Institute, Worcester, MA, USA
Philip S. Yu , University of Illinois at Chicago, Chicago, IL, USA
pp. 453-460

A first look at user activity on tinder (Abstract)

Gareth Tyson , Queen Mary University of London
Vasile C. Perta , Sapienza University of Rome
Hamed Haddadi , Queen Mary University of London
Michael C. Seto , Royal Ottawa Health Care Group
pp. 461-466

New to online dating? Learning from experienced users for a successful match (Abstract)

Mo Yu , College of Information Sciences and Technology, The Pennsylvania State University
Xiaolong Zhang , College of Information Sciences and Technology, The Pennsylvania State University
Derek Kreager , Department of Sociology and Criminology, The Pennsylvania State University
pp. 467-470

Dynamics of large scale networks following a merger (Abstract)

John Clements , Department of Mathematics and Statistics, Brock University, St. Catharines, Ontario, Canada
Babak Farzad , Department of Mathematics and Statistics, Brock University, St. Catharines, Ontario, Canada
Henryk Fuks , Department of Mathematics and Statistics, Brock University, St. Catharines, Ontario, Canada
pp. 471-476

The collapse of the Friendster network started from the center of the core (Abstract)

Kazunori Seki , University of Tokyo, Tokyo, Japan
Masataka Nakamura , University of Tokyo, Tokyo, Japan
pp. 477-484

Targeting algorithms for online social advertising markets (Abstract)

Chaolun Xia , Rutgers University
Saikat Guha , Microsoft Research, India
S. Muthukrishnan , Rutgers & MS, India
pp. 485-492

Correlations of consumption patterns in social-economic networks (Abstract)

Yannick Leo , Univ Lyon, ENS de Lyon, Inria, CNRS, UCB Lyon 1, LIP UMR 5668, IXXI, F-69342, Lyon, France
Marton Karsai , Univ Lyon, ENS de Lyon, Inria, CNRS, UCB Lyon 1, LIP UMR 5668, IXXI, F-69342, Lyon, France
Carlos Sarraute , Grandata Labs, Bartolome Cruz 1818 V. Lopez. Buenos Aires, Argentina
Eric Fleury , Univ Lyon, ENS de Lyon, Inria, CNRS, UCB Lyon 1, LIP UMR 5668, IXXI, F-69342, Lyon, France
pp. 493-500

Analysis of rewards on reward-based crowdfunding platforms (Abstract)

Yusan Lin , Department of Computer Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802
Wang-Chien Lee , Department of Computer Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802
Chung-Chou H. Chang , Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania 15213
pp. 501-504

Heuristics for advertising revenue optimization in Online Social Networks (Abstract)

Inzamam Rahaman , Department of Computer Science, The University of the West Indies, St. Augustine, Trinidad
Patrick Hosein , Department of Computer Science, The University of the West Indies, St. Augustine, Trinidad
pp. 505-509

Emotion -and area-driven topic shift analysis in social media discussions (Abstract)

Kamil Topal , Electrical Enginnering and Computer Science, Case Western Reserve University, Cleveland, OH
Mehmet Koyuturk , Electrical Enginnering and Computer Science, Case Western Reserve University, Cleveland, OH
Gultekin Ozsoyoglu , Electrical Enginnering and Computer Science, Case Western Reserve University, Cleveland, OH
pp. 510-518

What we write about when we write about causality: Features of causal statements across large-scale social discourse (Abstract)

Thomas C. McAndrew , Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States
Joshua C. Bongard , Department of Computer Science, University of Vermont
Christopher M. Danforth , Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States
Peter Sheridan Dodds , Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States
Paul D. H. Hines , School of Engineering, University of Vermont
James P. Bagrow , Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States
pp. 519-524

Core-periphery clustering and collaboration networks (Abstract)

Pierluigi Crescenzi , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Firenze, Italy
Pierre Fraigniaud , Institut de Recherche en Informatique Fondamentale (IRIF), CNRS and Univ. Paris Diderot, France
Zvi Lotker , Department of Communication Systems Engineering, Ben Gurion University, Israel
Paolo Penna , Department of Computer Science, ETH Zurich, Switzerland
pp. 525-528

Temporal mechanisms of polarization in online reviews (Abstract)

Antonis Matakos , Department of Computer Science and Engineering, University of Ioannina, Ioannina, Greece
Panayiotis Tsaparas , Department of Computer Science and Engineering, University of Ioannina, Ioannina, Greece
pp. 529-532

A new approach to bot detection: Striking the balance between precision and recall (Abstract)

Fred Morstatter , Arizona State University, Tempe, Arizona, 85281
Liang Wu , Arizona State University, Tempe, Arizona, 85281
Tahora H. Nazer , Arizona State University, Tempe, Arizona, 85281
Kathleen M. Carley , Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213
Huan Liu , Arizona State University, Tempe, Arizona, 85281
pp. 533-540

Detecting misinformation in online social networks before it is too late (Abstract)

Huiling Zhang , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida 32611
Alan Kuhnle , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida 32611
Huiyuan Zhang , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida 32611
My T. Thai , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida 32611
pp. 541-548

Trustingness & trustworthiness: A pair of complementary trust measures in a social network (Abstract)

Atanu Roy , Dept. of Computer Science & Engineering, University of Minnesota - Twin Cities
Chandrima Sarkar , Dept. of Computer Science & Engineering, University of Minnesota - Twin Cities
Jaideep Srivastava , Qatar Computing Research Inst., Doha, Qatar
Jisu Huh , School of Journalism & Mass Communication, University of Minnesota - Twin Cities
pp. 549-554

ClearView: Data cleaning for online review mining (Abstract)

Amanda Minnich , University of New Mexico
Noor Abu-El-Rub , University of New Mexico
Maya Gokhale , Lawrence Livermore National Laboratory
Ronald Minnich , Google Inc.
Abdullah Mueen , University of New Mexico
pp. 555-558

Forecasting price shocks with social attention and sentiment analysis (Abstract)

Li Zhang , Stony Brook University, NY, USA
Liang Zhang , Stony Brook University, NY, USA
Keli Xiao , Stony Brook University, NY, USA
Qi Liu , University of Science and Technology of China, Anhui, China
pp. 559-566

What's in the community cookie jar? (Abstract)

Aaron Cahn , comScore
Scott Alfeld , University of Wisconsin-Madison
Paul Barford , comScore
S. Muthukrishnan , Rutgers University
pp. 567-570

Mining hidden constrained streams in practice: Informed search in dynamic filter spaces (Abstract)

Nikolaos Panagiotou , National and Kapodistrian University of Athens
Ioannis Katakis , National and Kapodistrian University of Athens
Dimitrios Gunopulos , National and Kapodistrian University of Athens
Vana Kalogeraki , Athens University of Economics and Business
Elizabeth Daly , IBM Research, Ireland
Jia Yuan Yu , Concordia University
Brendan O Brien , Dublin City Council, Ireland
pp. 571-578

A Bayesian approach to income inference in a communication network (Abstract)

Martin Fixman , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Ariel Berenstein , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Jorge Brea , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Martin Minnoni , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Matias Travizano , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Carlos Sarraute , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
pp. 579-582

Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data (Abstract)

Emmanuel Malherbe , Multiposting, 3 Rue Moncey, 75009, Paris, France
Marie-Aude Aufaure , Multiposting, 3 Rue Moncey, 75009, Paris, France
pp. 583-590

A comparison of methods for cascade prediction (Abstract)

Ruocheng Guo , Arizona State University, Tempe, AZ
Paulo Shakarian , Arizona State University, Tempe, AZ
pp. 591-598

App2Vec: Vector modeling of mobile apps and applications (Abstract)

Qiang Ma , Yahoo! Inc.
S. Muthukrishnan , Dept. of Computer Science, Rutgers University
Wil Simpson , Yahoo! Inc.
pp. 599-606

Analyzing the spread of chagas disease with mobile phone data (Abstract)

Juan de Monasterio , FCEyN, Universidad de Buenos Aires, Argentina
Alejo Salles , FCEyN, Universidad de Buenos Aires, Argentina
Carolina Lang , FCEyN, Universidad de Buenos Aires, Argentina
Diego Weinberg , Fundación Mundo Sano, Paraguay 1535, Buenos Aires, Argentina
Martin Minnoni , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Matias Travizano , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
Carlos Sarraute , Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
pp. 607-612

Social event network analysis: Structure, preferences, and reality (Abstract)

Martin Atzmueller , Research Center for Information System Design, Chair of Knowledge and Data Engineering, University of Kassel, Germany
Tom Hanika , Research Center for Information System Design, Chair of Knowledge and Data Engineering, University of Kassel, Germany
Gerd Stumme , Research Center for Information System Design, Chair of Knowledge and Data Engineering, University of Kassel, Germany
Richard Schaller , AG Digital Humanities, Computer Science, University of Erlangen-Nuremberg, Germany
Bernd Ludwig , I:IMSK, University of Regensburg, Germany
pp. 613-620

Analyzing social media marketing in the high-end fashion industry using Named Entity Recognition (Abstract)

Jorge Ale Chilet , Department of Economics, Hebrew University of Jerusalem, Mt. Scopus, Jerusalem, Israel
Cuicui Chen , Harvard Kennedy School, Harvard University, Cambridge, MA 02138
Yusan Lin , Department of Computer Science and Engineering, Pennsylvania State University, State College, PA 16801
pp. 621-622

Analysis of the behavior of customers in the social networks using data mining techniques (Abstract)

Leidys del Carmen Contreras Chinchilla , Department of Systems Engineering, Popular University of Cesar, Valledupar, Colombia
Kevin Andrey Rosales Ferreira , Department of Systems Engineering, Popular University of Cesar, Valledupar, Colombia
pp. 623-625

Evaluating the impact of social media in detecting health-violating restaurants (Abstract)

Mikel Joaristi , Computer Science Dept., Boise State University
Edoardo Serra , Computer Science Dept., Boise State University
Francesca Spezzano , Computer Science Dept., Boise State University
pp. 626-633

Agricultural activity shapes the mobility patterns in Senegal (Abstract)

S. Martin-Gutierrez , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
J. Borondo , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
A. J. Morales , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
J. C. Losada , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
A. M. Tarquis , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
R. M. Benito , Grupo de Sistemas Complejos, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Avda. Complutense s/n 28040 Madrid, Spain
pp. 634-641

Scheduled seeding for latent viral marketing (Abstract)

Alon Sela , Department of Industrial Engineering, Tel Aviv University bengal@tau.ac.il
Dmitri Goldenberg , Department of Industrial Engineering, Tel Aviv University bengal@tau.ac.il
Erez Shmueli , Department of Industrial Engineering, Tel Aviv University bengal@tau.ac.il
Irad Ben-Gal , Department of Industrial Engineering, Tel Aviv University bengal@tau.ac.il
pp. 642-643

Evolution of MEDLINE bibliographic database: Preliminary results (Abstract)

Andrej Kastrin , Faculty of Information Studies, Novo mesto, Slovenia
Thomas C. Rindflesch , National Library of Medicine, Bethesda, MD, USA
Dimitar Hristovski , Faculty of Medicine, Ljubljana, Slovenia
pp. 644-646

Impact of message sorting on access to novel information in networks (Abstract)

Benjamin D. Horne , Rensselaer Polytechnic Institute, Troy, NY 12180
Sibel Adali , Rensselaer Polytechnic Institute, Troy, NY 12180
Kevin Chan , US Army Research Laboratory, Adelphi, MD 20783
pp. 647-653

The scientometrics of successful women in science (Abstract)

Charisse Madlock-Brown , Health Informatics and Information Management, University of Tennessee Heal Science Center, 920 Madison Avenue Suite 518N, Memphis, TN 38163
David Eichmann , Interdisciplinary Graduate Program in Informatics, School of Library and Information Science, University of Iowa, 3087 Main Library, Iowa City, Iowa 52242
pp. 654-660

Selecting the cases that defined Europe: Complementary metrics for a network analysis (Abstract)

Fabien Tarissan , Université Paris-Saclay, ISP, ENS Cachan, CNRS, Cachan, France
Yannis Panagis , iCourts Centre of Excellence for International Courts, Faculty of Law, Copenhagen, Denmark
Urska Sadl , iCourts Centre of Excellence for International Courts, Faculty of Law, Copenhagen, Denmark
pp. 661-668

Analysis and visualization of a literature-mined glaucoma gene interaction network (Abstract)

Maha Soliman , Anatomical Science and Neurobiology Department, Knowledge Discovery and Web Mining lab, University of Louisville, Louisville, USA
Olfa Nasraoui , Knowledge Discovery and Web Mining Lab, Computer Engineering and Computer Science Department, University of Louisville, Louisville, USA
Nigel G.F Cooper , Anatomical Science and Neurobiology Department, University of Louisville, Louisville, USA
pp. 669-676

Model of computer architecture for online social networks flexible data analysis: The case of Twitter data (Abstract)

Romain Giovanetti , CRISTAL Lab, University of Lille, Lille, France
Luigi Lancieri , CRISTAL Lab, University of Lille, Lille, France
pp. 677-684

Finding street gang members on Twitter (Abstract)

Lakshika Balasuriya , Kno.e.sis Center, Wright State University, Dayton OH, USA
Sanjaya Wijeratne , Kno.e.sis Center, Wright State University, Dayton OH, USA
Derek Doran , Kno.e.sis Center, Wright State University, Dayton OH, USA
Amit Sheth , Kno.e.sis Center, Wright State University, Dayton OH, USA
pp. 685-692

Exploring public sentiments for livable places based on a crowd-calibrated sentiment analysis mechanism (Abstract)

Linlin You , Architecture and Sustainable Design, Singapore University of Technology and Design, Singapore 487372
Bige Tuncer , Architecture and Sustainable Design, Singapore University of Technology and Design, Singapore 487372
pp. 693-700

Modeling Twitter as weighted complex networks using retweets (Abstract)

Muhammad Hrishiah , Computer Engineering Department, Kuwait University, Kuwait
Maytham Safar , Computer Engineering Department, Kuwait University, Kuwait
Khaled Mahdi , Chemical Engineering Department, Kuwait University, Kuwait
pp. 701-702

Centrality measures in close group of adolescent females and their association with individual character strengths (Abstract)

Narotam Singh , Information Communication and Instrumentation Training Center, India Meteorological Department, Ministry of Earth Sciences, Delhi, India
Sheetal Varshney , Shaheed Rajguru College of Applied Sciences for Women, University of Delhi, Delhi, India
Amita Kapoor , Shaheed Rajguru College of Applied Sciences for Women, University of Delhi, Delhi, India
pp. 703-710

Unsupervised models for predicting strategic relations between organizations (Abstract)

Shachi H Kumar , Intel Labs
Jay Pujara , Department of Computer Science, University of California, Santa Cruz
Lise Getoor , Department of Computer Science, University of California, Santa Cruz
David Mares , Department of Political Science, University of California, San Diego
Dipak Gupta , Department of Political Science, San Diego State University
Ellen Riloff , School of Computing, University of Utah
pp. 711-718

A probalistic approach to automatically extract new words from social media (Abstract)

Geetika Sarna , Computer Engineering Department, Netaji Subhas Institute of Technology, Azad Hind Fauj Marg, Sector 3, Dwarka, New Delhi, India
M P S Bhatia , Computer Engineering Department, Netaji Subhas Institute of Technology, Azad Hind Fauj Marg, Sector 3, Dwarka, New Delhi, India
pp. 719-725

Multilevel exploration in Twitter social stream (Abstract)

Luigi Lancieri , CRISTAL Lab, University of Lille, France
Romain Giovanetti , CRISTAL Lab, University of Lille, France
pp. 726-731

Mimicry in online conversations: An exploratory study of linguistic analysis techniques (Abstract)

Tom Carrick , Security Lancaster / CREST, Lancaster University, Lancaster, United Kingdom
Awais Rashid , Security Lancaster / CREST, Lancaster University, Lancaster, United Kingdom
Paul J Taylor , Security Lancaster / CREST, Lancaster University, Lancaster, United Kingdom
pp. 732-736

Identifying Chinese lexical inference using probabilistic soft logic (Abstract)

Wei-Chung Wang , Academia Sinica, 128 Academia Road, Section2, Nankang, Taipei 11529, Taiwan
Lun-Wei Ku , Academia Sinica, 128 Academia Road, Section2, Nankang, Taipei 11529, Taiwan
pp. 737-743

Descriptive group detection in two-mode data networks using biclustering (Abstract)

Abdelilah Balamane , Université du Québec en Outaouais (UQO), Québec, Canada
Rokia Missaoui , UQO Québec, Canada
Leonard Kwuida , Bern University of Applied Sciences, Switzerland
Jean Vaillancourt , UQO, Québec, Canada
pp. 744-749

ECO: Entity-level captioning in context (Abstract)

Hyunsouk Cho , POSTECH, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk, 36763, Republic of Korea
Seung-won Hwang , Yonsei University, 50 Yonsei-ro, Seodaemun-Gu, Seoul, 03722, Republic of Korea
pp. 750-751

EXTRACT: New extraction algorithm of association rules from frequent itemsets (Abstract)

Ilhem Feddaoui , BESTMOD Laboratory ISG, University of Tunis, Tunis, Tunisia
Faical Felhi , BESTMOD Laboratory ISG, University of Tunis, Tunis, Tunisia
Jalel Akaichi , BESTMOD Laboratory ISG, University of Tunis, Tunis, Tunisia
pp. 752-756

Detecting community patterns capturing exceptional link trails (Abstract)

Martin Atzmueller , Research Center for Information System Design, University of Kassel, Germany
pp. 757-764

A memory-efficient heuristic for maximum matching in scale-free networks (Abstract)

Upul Senanayake , The University of New South Wales
Mahendra Piraveenan , The University of Sydney
pp. 765-767

The tale of two clocks (Abstract)

Zvi Lotker , Department of Communication Systems Engineering, Ben Gurion University, Israel
pp. 768-776

Toward understanding how users respond to rumours in social media (Abstract)

Anh Dang , Dalhousie University, Halifax, NS, B3H 4R2, Canada
Michael Smit , Dalhousie University, Halifax, NS, B3H 4R2, Canada
Abidalrahman Moh'd , Dalhousie University, Halifax, NS, B3H 4R2, Canada
Rosane Minghim , University of São Paulo-USP, ICMC, São Carlos, Brazil
Evangelos Milios , Dalhousie University, Halifax, NS, B3H 4R2, Canada
pp. 777-784

Analyzing the usage of social media during spanish presidential electoral campaigns (Abstract)

J. Borondo , Grupo de Sistemas Complejos. Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Ciudad Universitaria s/N 28040 Madrid, Spain
A. J. Morales , Grupo de Sistemas Complejos. Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Ciudad Universitaria s/N 28040 Madrid, Spain
J. C. Losada , Grupo de Sistemas Complejos. Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Ciudad Universitaria s/N 28040 Madrid, Spain
R. M. Benito , Grupo de Sistemas Complejos. Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid, Ciudad Universitaria s/N 28040 Madrid, Spain
pp. 785-792

The social media election agenda: Issue salience on Twitter during the European and Swedish 2014 elections (Abstract)

Linn Sandberg , Department of Media and Communication, University of Oslo, Oslo, Norway
Shatha Jaradat , Department of Software and Computer Systems, Royal Institute of Technology - KTH, Stockholm, Sweden
Nima Dokoohaki , Department of Software and Computer Systems, Royal Institute of Technology- KTH, Stockholm, Sweden
pp. 793-794

An analysis of sentiments on facebook during the 2016 U.S. presidential election (Abstract)

Saud Alashri , CIDSE, Arizona State University, Tempe, Arizona
Srinivasa Srivatsav Kandala , Decision Theater Network, Arizona State University, Tempe, Arizona
Vikash Bajaj , CIDSE, Arizona State University, Tempe, Arizona
Roopek Ravi , CIDSE, Arizona State University, Tempe, Arizona
Kendra L. Smith , College of Public Service & Community Solutions, Arizona State University, Phoenix, Arizona
Kevin C. Desouza , School of Public Affairs, Arizona State University, Phoenix, Arizona
pp. 795-802

Social media, spillover, and Saudi Arabian Women's right to drive movements: Analyzing interconnected online collective actions (Abstract)

Serpil Tokdemir , Computer Science Department, University of Arkansas at Little, Rock (UALR), Little Rock, USA
Nitin Agarwal , Department of Information Science, UALR, Little Rock, USA
Rolf T. Wigand , Department of Information Science, UALR, Little Rock, USA
pp. 803-810

Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling (Abstract)

Claudia Meda , Dept. of Electric, Electronic and Telecommunications, Engineering and Naval Architecture DITEN, University of Genoa, Genoa, Italy
Edoardo Ragusa , Dept. of Electric, Electronic and Telecommunications, Engineering and Naval Architecture DITEN, University of Genoa, Genoa, Italy
Christian Gianoglio , Dept. of Electric, Electronic and Telecommunications, Engineering and Naval Architecture DITEN, University of Genoa, Genoa, Italy
Rodolfo Zunino , Dept. of Electric, Electronic and Telecommunications, Engineering and Naval Architecture DITEN, University of Genoa, Genoa, Italy
Augusto Ottaviano , Ministry of the Interior - Department of Public Security, Italian National Police, Genoa - Italy
Eugenio Scillia , Ministry of the Interior - Department of Public Security, Italian National Police, Genoa - Italy
Roberto Surlinelli , Ministry of the Interior - Department of Public Security, Italian National Police, Genoa - Italy
pp. 811-817

Virtual indicators of sex trafficking to identify potential victims in online advertisements (Abstract)

Michelle Ibanez , Center on the Family, University of Hawai'i Honolulu, HI USA
Rich Gazan , Dept. of Information and Computer Sciences, University of Hawai'i, Honolulu, HI USA
pp. 818-824

Investigative simulation: Towards utilizing graph pattern matching for investigative search (Abstract)

Benjamin W. K. Hung , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, Colorado, USA
Anura P. Jayasumana , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, Colorado, USA
pp. 825-832

The rise & fall of #NoBackDoor on Twitter: The apple vs. FBI case (Abstract)

Samer Al-khateeb , Department of Information Science, University of Arkansas at Little Rock, 2801 S University Ave, Little Rock, AR 72204
Nitin Agarwal , Information Science, University of Arkansas at Little Rock, 2801 S University Ave, Little Rock, AR 72204
pp. 833-836

Argumentation models for cyber attribution (Abstract)

Eric Nunes , Arizona State University, Tempe, AZ 85281, USA
Paulo Shakarian , Arizona State University, Tempe, AZ 85281, USA
Gerardo I. Simari , Inst. for CS and Eng. (CONICET-UNS) DCIC, UNS, Bahia Blanca, Argentina
Andrew Ruef , Trail of Bits, Inc., New York, NY 10003, USA
pp. 837-844

Graph analytics for healthcare fraud risk estimation (Abstract)

L. Karl Branting , The MITRE Corporation, 7515 Colshire Dr, McLean, VA, 22102, USA
Flo Reeder , The MITRE Corporation, 7515 Colshire Dr, McLean, VA, 22102, USA
Jeffrey Gold , The MITRE Corporation, 7515 Colshire Dr, McLean, VA, 22102, USA
Timothy Champney , The MITRE Corporation, 7515 Colshire Dr, McLean, VA, 22102, USA
pp. 845-851

Retweet prediction considering user's difference as an author and retweeter (Abstract)

Syeda Nadia Firdaus , Department of Computer Science, Ryerson University, Toronto, Canada
Chen Ding , Department of Computer Science, Ryerson University, Toronto, Canada
Alireza Sadeghian , Department of Computer Science, Ryerson University, Toronto, Canada
pp. 852-859

CyberTwitter: Using Twitter to generate alerts for cybersecurity threats and vulnerabilities (Abstract)

Sudip Mittal , University of Maryland, Baltimore County, Baltimore, MD, USA
Prajit Kumar Das , University of Maryland, Baltimore County, Baltimore, MD, USA
Varish Mulwad , GE Global Research
Anupam Joshi , University of Maryland, Baltimore County, Baltimore, MD, USA
Tim Finin , University of Maryland, Baltimore County, Baltimore, MD, USA
pp. 860-867

Hidden social networks analysis by semantic mining of noisy corpora (Abstract)

Christophe Thovex , Laboratory of Computer Sciences Nantes Atlantique (LINA, UMR CNRS 6241), Université de Nantes, 2 rue de la Houssinière, BP 92208 - 44322 Nantes, France
pp. 868-875

Detecting covert sex trafficking networks in virtual markets (Abstract)

Michelle Ibanez , Center on the Family, University of Hawai'i, Honolulu, HI USA
Daniel D. Suthers , Dept. of Information and Computer Sciences, University of Hawai'i, Honolulu, HI USA
pp. 876-879

Temporal analysis of radical dark web forum users (Abstract)

Andrew J. Park , Department of Computing Science, Thompson Rivers University, Kamloops, British Columbia, Canada
Brian Beck , Department of Computing Science, Thompson Rivers University, Kamloops, British Columbia, Canada
Darrick Fletche , Department of Computing Science, Thompson Rivers University, Kamloops, British Columbia, Canada
Patrick Lam , Department of Computing Science, Thompson Rivers University, Kamloops, British Columbia, Canada
Herbert H. Tsang , Applied Research Lab, Trinity Western University, Langley, British Columbia, Canada
pp. 880-883

Cyberbullying detection using probabilistic socio-textual information fusion (Abstract)

Vivek K. Singh , School of Communication & Information, Rutgers University, NJ, USA
Qianjia Huang , School of Communication & Information, Rutgers University, NJ, USA
Pradeep K. Atrey , Department of Computer Science, SUNY, Albany, NY, USA
pp. 884-887

Understanding alliance and opposition among violent groups (Abstract)

Q. Zheng , School of Computing, Queen's University
D.B. Skillicorn , School of Computing, Queen's University
pp. 888-891

Detecting sex trafficking circuits in the U.S. through analysis of online escort advertisements (Abstract)

Michelle Ibanez , Center on the Family, University of Hawai'i, Honolulu, HI USA
Rich Gazan , Dept. of Computer & Information Sciences, University of Hawai'i, Honolulu, HI USA
pp. 892-895

FriendRank: A personalized approach for tweets ranking in social networks (Abstract)

Min Li , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
Linfeng Luo , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
Lin Miao , National Computer Network Emergency Response Technical Team/Coordination Center of China, Beijing, 100084, China
Yibo Xue , Tsinghua National Lab for Information Science and Technology, Tsinghua University, Beijing, 100084, China
Zhiyun Zhao , National Computer Network Emergency Response Technical Team/Coordination Center of China, Beijing, 100084, China
Zhenyu Wang , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
pp. 896-900

Personalized recommendation for new questions in community question answering (Abstract)

Lin Wang , Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Bin Wu , Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Juan Yang , Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
Shuang Peng , Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China
pp. 901-908

Time preference aware dynamic recommendation enhanced with location, social network and temporal information (Abstract)

Makbule Gulcin Ozsoy , Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
Faruk Polat , Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
Reda Alhajj , Department of Computer Science, University of Calgary, Calgary, Alberta, Canada
pp. 909-916

An intelligent method for optimization of tariffs in GSM networks (Abstract)

Buket Kaya , Department of Electrical and Electronics Engineering, Fιrat University, Elazιğ, Turkey
pp. 917-920

Big data mining of social networks for friend recommendation (Abstract)

Fan Jiang , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
Carson K. Leung , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
Adam G. M. Pazdor , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
pp. 921-922

Mining ‘following’ patterns from big sparse social networks (Abstract)

Carson K. Leung , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
Edson M. Dela Cruz , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
Trevor L. Cook , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
Fan Jiang , Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada
pp. 923-930

Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points (Abstract)

Konstantinos F. Xylogiannopoulos , Dept. of Computer Science, University of Calgary, Calgary, Alberta, Canada
Reda Alhajj , Dept. of Computer Science, University of Calgary, Calgary, Alberta, Canada
Panagiotis Karampelas , Dept. of Informatics and Computers Hellenic Air Force Academy, Dekelia Air Base, Greece
pp. 931-938

Mining quad closure patterns in Instagram (Abstract)

Ahmet Anil Mungen , Department of Computer Engineering, Fιrat University, Elazιğ Turkey
Mehmet Kaya , Department of Computer Engineering, Fιrat University, Elazιğ Turkey
pp. 939-944

Co-clustering signed 3-partite graphs (Abstract)

Sefa Sahin Koc , Radar and Electronic Warfare Systems, Business Sector, ASELSAN Inc., Ankara, Turkey
Ismail Hakki Toroslu , Computer Engineering Department, Middle East Technical University, Ankara, Turkey
Hasan Davulcu , Computer Science and Engineering Department, Arizona State University, Tempe, AZ
pp. 945-948

Classification of HIV data by constructing a social network with frequent itemsets (Abstract)

Yunuscan Kocak , Dept. of Computer Engineering, TOBB U. of Economics and Technology, Ankara, Turkey
Tansel Ozyer , Dept. of Computer Engineering, TOBB U. of Economics and Technology, Ankara, Turkey
Reda Alhajj , Dept. of Computer Science, University of Calgary, Calgary, AB, Canada
pp. 949-953

A new topological metric for link prediction in directed, weighted and temporal networks (Abstract)

Ertan Butun , Department of Computer Engineering, Fιrat University, Elazιğ, Turkey
Mehmet Kaya , Department of Computer Engineering, Fιrat University, Elazιğ, Turkey
Reda Alhajj , Department of Computer Science, University of Calgary, Calgary, Alberta, Canada
pp. 954-959

Spectral graph-based semi-supervised learning for imbalanced classes (Abstract)

Q. Zheng , School of Computing, Queen's University, Kingston. Canada
D.B. Skillicorn , School of Computing, Queen's University, Kingston. Canada
pp. 960-967

Predicting good fit students by correlating relevant personality traits with academic/career data (Abstract)

Muhammad Fahim Uddin , 126 Park Ave, Bridgeport, CT, USA 06604
Jeongkyu Lee , School of Computer Science and Engineering, University of Bridgeport, CT USA
pp. 968-975

Examining place categories for link prediction in Location Based Social Networks (Abstract)

Ahmet Engin Bayrak , Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
Faruk Polat , Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
pp. 976-979

Spiral of silence in social networks: A data-driven approach (Abstract)

Linfeng Luo , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
Min Li , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
Qing Wang , National Computer Network Emergency Response Technical Team/Coordination Center of China, Beijing, 100084, China
Yibo Xue , Tsinghua National Lab for Information Science and Technology, Tsinghua University, Beijing, 100084, China
Chunyang Liu , National Computer Network Emergency Response Technical Team/Coordination Center of China, Beijing, 100084, China
Zhenyu Wang , School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
pp. 980-984

On data collection, graph construction, and sampling in Twitter (Abstract)

Jeremy D. Wendt , Sandia National Laboratories, Albuquerque, New Mexico U.S.A.
Randy Wells , Sandia National Laboratories, Albuquerque, New Mexico U.S.A.
Richard V. Field , Sandia National Laboratories, Albuquerque, New Mexico U.S.A.
Sucheta Soundarajan , Syracuse University, Syracuse, NY U.S.A.
pp. 985-992

An experimental evaluation of giraph and GraphChi (Abstract)

Junnan Lu , University of Victoria, BC, Canada
Alex Thomo , University of Victoria, BC, Canada
pp. 993-996

A privacy weaving pipeline for open big data (Abstract)

Yuan-Chih Yu , Department of Information Management, Chinese Culture University, Taipei, Taiwan
Dwen-Ren Tsai , Department of Computer Science and Information, Engineering, Chinese Culture University, Taipei, Taiwan
pp. 997-998

Study of transductive learning and unsupervised feature construction methods for biological sequence classification (Abstract)

Ana Stanescu , Computing and Information Sciences, Kansas State University, Manhattan, KS, U.S.A.
Karthik Tangirala , Computing and Information Sciences, Kansas State University, Manhattan, KS, U.S.A.
Doina Caragea , Computing and Information Sciences, Kansas State University, Manhattan, KS, U.S.A.
pp. 999-1006

Understanding Crohn's disease patients reaction to infliximab from facebook: A medical perspective (Abstract)

M. Roccetti , Computer Science and Engineering Department, University of Bologna, Italy
P. Salomoni , Computer Science and Engineering Department, University of Bologna, Italy
C. Prandi , Computer Science and Engineering Department, University of Bologna, Italy
G. Marfia , Department for Life Quality Studies, University of Bologna, Italy
M. Montagnani , Department of Internal Medicine and Gastroenterology, University of Bologna, Italy
L. Gningaye , Department of Internal Medicine and Gastroenterology, University of Bologna, Italy
pp. 1007-1010

Efficient adverse drug event extraction using Twitter sentiment analysis (Abstract)

Yang Peng , Department of Computer Science, San Jose State University, San Jose, CA, USA
Melody Moh , Department of Computer Science, San Jose State University, San Jose, CA
Teng-Sheng Moh , Department of Computer Science, San Jose State University, San Jose, CA
pp. 1011-1018

A hybrid statistical and semantic model for identification of mental health and behavioral disorders using social network analysis (Abstract)

Madan Krishnamurthy , Department of Computer Science and Engineering, Oakland University, Rochester, Michigan, USA
Khalid Mahmood , Department of Computer Science and Engineering, Oakland University, Rochester, Michigan, USA
Pawel Marcinek , Department of Mathematics and Statistics, Oakland University, Rochester, Michigan, USA
pp. 1019-1026

A Personal Health Recommender System incorporating personal health records, modular ontologies, and crowd-sourced data (Abstract)

Hengyi Hu , Department of Information Sciences and Technology, George Mason University, Fairfax, VA
Adam Elkus , Department of Computational Social Science, George Mason University, Fairfax, VA
Larry Kerschberg , Department of Computer Science, George Mason University, Fairfax, VA
pp. 1027-1033

A smart phone application in improving healthy lifestyles and health outcomes for school-age children with asthma (Abstract)

Chia-Tung Wu , Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
Yu-Fen Tzeng , School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan
Te-Wei Ho , Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
Shyh-Wei Chen , Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
Bih-Shya Gau , School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan
Feipei Lai , Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
Hung-Yu Chiu , Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan
pp. 1034-1037

Mining Electronic Physical Records, a trial (Abstract)

Xiaohui Wei , College of Computer Science and Technology, Jilin University, Changchun, China 130012
Wenyang Zou , College of Computer Science and Technology, Jilin University, Changchun, China 130012
Shang Gao , College of Computer Science and Technology, Jilin University, Changchun, China 130012
pp. 1038-1043

Machine learning approach for distinction of ADHD and OSA (Abstract)

Kuo-Chung Chu , Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
Hsin-Jou Huang , Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
Yu-Shu Huang , Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
pp. 1044-1049

A fuzzy model for friendship prediction in healthcare social networks (Abstract)

Zeineb Dhouioui , BESTMOD Laboratry ISG Tunis, University of Tunis
Helmi Tlich , BESTMOD Laboratry ISG Tunis, University of Tunis
Radhia Toujeni , BESTMOD Laboratry ISG Tunis, University of Tunis
Jalel Akaichi , King Khaled University, Guraiger, Abha, KSA
pp. 1050-1054

Aging data in dynamic graphs: A comparative study (Abstract)

Anita Zakrzewska , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
David A Bader , School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia
pp. 1055-1062

Detecting overlapping community hierarchies in dynamic graphs (Abstract)

Pascal Held , Otto-von-Guericke University of Magdeburg, Faculty of Computer Science, Universitätsplatz 2, 39106 Magdeburg, Germany
Rudolf Kruse , Otto-von-Guericke University of Magdeburg, Faculty of Computer Science, Universitätsplatz 2, 39106 Magdeburg, Germany
pp. 1063-1070

Assessment of effectiveness of content models for approximating Twitter social connection structures (Abstract)

Kuntal Dey , IBM Research India, New Delhi, India
Sahil Agrawal , Indian Institute of Technology, New Delhi, India
Rahul Malviya , Indian Institute of Technology, New Delhi, India
Saroj Kaushik , Indian Institute of Technology, New Delhi, India
pp. 1071-1078

A holistic approach for predicting links in coevolving multiplex networks (Abstract)

Alireza Hajibagheri , University of Central Florida
Gita Sukthankar , University of Central Florida
Kiran Lakkaraju , Sandia National Labs
pp. 1079-1086

Modeling the joint dynamics of relational events and individual states (Abstract)

Aaron Schecter , Dept. of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA
Noshir Contractor , Dept. of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA
pp. 1087-1094

The Haka network: Evaluating rugby team performance with dynamic graph analysis (Abstract)

Paolo Cintia , KDDLab - ISTI CNR, Via G. Moruzzi 1 - 56124 Pisa, Italy
Michele Coscia , Naxys - University of Namur, Rempart de la Vierge 8, 5000 Namur Belgium
Luca Pappalardo , KDDLab - ISTI CNR, Via G. Moruzzi 1 - 56124 Pisa, Italy
pp. 1095-1102

Mining social interactions in privacy-preserving temporal networks (Abstract)

Federico Musciotto , Dipartimento di Fisica e Chimica, Universitá degli Studi di Palermo, Palermo, Italy
Saverio Delpriori , Universitá degli Studi di Urbino, Urbino, Italy
Paolo Castagno , Universitá degli Studi di Torino, Torino, Italy
Evangelos Pournaras , Professorship of Computational Social Science, ETH Zurich, Zurich, Switzerland
pp. 1103-1110

Narrative smoothing: Dynamic conversational network for the analysis of TV series plots (Abstract)

Xavier Bost , Laboratoire Informatique d'Avignon, EA 4128 - University of Avignon, France
Vincent Labatut , Laboratoire Informatique d'Avignon, EA 4128 - University of Avignon, France
Serigne Gueye , Laboratoire Informatique d'Avignon, EA 4128 - University of Avignon, France
Georges Linares , Laboratoire Informatique d'Avignon, EA 4128 - University of Avignon, France
pp. 1111-1118

Knowledge flow of biomedical informatics domain: Position-based co-citation analysis approach (Abstract)

Kuo-Chung Chu , National Taipei University of Nursing and Health Sciencesline - department of information management, NTUNHS, TAIWAN/Taipei
Chun-Cheng Yeh , National Taipei University of Nursing and Health Sciencesline - department of information management, NTUNHS, TAIWAN/Taipei
pp. 1119-1126

Deep learning for financial sentiment analysis on finance news providers (Abstract)

Min-Yuh Day , Department of Information Management, Tamkang University, Taiwan
Chia-Chou Lee , Department of Information Management, Tamkang University, Taiwan
pp. 1127-1134

The effect of customer perceived value on relationship quality between illustrator and fans to recommendation on facebook (Abstract)

Min-Yuh Day , Department of Information Management, Tamkang University, Taiwan
Wei-Chun Chuang , Department of Information Management, Tamkang University, Taiwan
pp. 1135-1142

Forming a research team of experts in expert-skill co-occurrence network of research news (Abstract)

Juan Yang , Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications Beijing, China
Mengxin Li , Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications Beijing, China
Bin Wu , Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications Beijing, China
Chenyang Xu , Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications Beijing, China
pp. 1143-1150

A comparative study of social network classifiers for predicting churn in the telecommunication industry (Abstract)

Maria Oskarsdottir , Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium
Cristian Bravo , Southampton Business School, University of Southampton, United Kingdom
Wouter Verbeke , Faculty of Economic and Social Sciences and Solvay Business School, Vrije Universiteit Brussel, Belgium
Carlos Sarraute , Grandata Labs, Argentina
Bart Baesens , Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium
Jan Vanthienen , Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium
pp. 1151-1158

A novel approach for m-representative skyline query (Abstract)

Heng-Shiou Sheu , Department of Communications Engineering, Feng Chia University, Taichung, Taiwan, R.O.C.
Yi-Chung Chen , Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan, R.O.C.
Don-Lin Yang , Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan, R.O.C.
pp. 1159-1162

Toward understanding the cliques of opinion spammers with social network analysis (Abstract)

Chih-Chien Wang , National Taipei University, Taipei, Taiwan
Min-Yuh Day , Tamkang University, Taipei, Taiwan
Yu-Ruei Lin , National Taipei University, Taipei, Taiwan
pp. 1163-1169

Movie review analysis: Emotion analysis of IMDb movie reviews (Abstract)

Kamil Topal , Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio 44106
Gultekin Ozsoyoglu , Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio 44106
pp. 1170-1176

Investor classification and sentiment analysis (Abstract)

Arijit Chatterjee , Department of Computer Science, North Dakota State University, Fargo, ND, USA
William Perrizo , Department of Computer Science, North Dakota State University, Fargo, ND, USA
pp. 1177-1180

Personal networks and perception of care (Abstract)

Julian Fares , Complex System Research Group Project Management Program, University of Sydney, NSW 2006, Australia
Kon Shing Kenneth Chung , Complex System Research Group Project Management Program, University of Sydney, NSW 2006, Australia
pp. 1181-1188

Evolutionary algorithm for seed selection in social influence process (Abstract)

Michal Weskida , Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wrocław, Poland
Radoslaw Michalski , Department of Computational Intelligence, Wrocław University of Science and Technology, Wrocław, Poland
pp. 1189-1196

Analysis of link formation, persistence and dissolution in NetSense data (Abstract)

Ashwin Bahulkar , Department of Computer Science & NEST Center, Rensselaer Polytechnic Institute, Troy, NY, USA
Boleslaw K. Szymanski , Department of Computer Science & NEST Center, Rensselaer Polytechnic Institute, Troy, NY, USA
Omar Lizardo , Department of Sociology & iCeNSA
Yuxiao Dong , Computer Science & Engineering Departments & iCeNSA, University of Notre Dame, Notre Dame, IN, USA
Yang Yang , Computer Science & Engineering Departments & iCeNSA, University of Notre Dame, Notre Dame, IN, USA
Nitesh V. Chawla , Computer Science & Engineering Departments & iCeNSA, University of Notre Dame, Notre Dame, IN, USA
pp. 1197-1204

Improving the robustness of the smart grid using a multi-objective key player identification approach (Abstract)

R. Chulaka Gunasekara , Department of Electrical Engineering and Computer Science, Syracuse University, NY 13244-4100
Kishan Mehrotra , Department of Electrical Engineering and Computer Science, Syracuse University, NY 13244-4100
Chilukuri K. Mohan , Department of Electrical Engineering and Computer Science, Syracuse University, NY 13244-4100
pp. 1205-1212

Towards social network analytics for understanding and managing enterprise data lakes (Abstract)

Ashley Farrugia , Big Data Research, BT, Ipswich, UK
Rob Claxton , Big Data Research, BT, Ipswich, UK
Simon Thompson , Big Data Research, BT, Ipswich, UK
pp. 1213-1220

Hybrid structure-based link prediction model (Abstract)

Fei Gao King's , College London, UK
Katarzyna Musial-Gabrys , Bournemouth University, UK
pp. 1221-1228

Community evolution in multiplex layer aggregation (Abstract)

Brian Crawford , Department of Computer Science, Naval Postgraduate School, Monterey, CA
Ralucca Gera , Department of Applied Mathematics, Naval Postgraduate School, Monterey, CA
Ryan Miller , Department of Applied Mathematics, Naval Postgraduate School, Monterey, CA
Bijesh Shrestha , Department of Applied Mathematics, Naval Postgraduate School, Monterey, CA
pp. 1229-1237

Automatic tattoo image registration system (Abstract)

Xuan Xu , Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, West Virginia 26505
Michael Martin , Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, West Virginia 26505
Thirimachos Bourlai , Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, West Virginia 26505
pp. 1238-1243

Dynamic prediction & estimation of intentional failures in HPCs (Abstract)

A. D. Clark , Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland 21218
L. M. Tellez , Laboratory for Physical Sciences, University of Maryland, College Park, Maryland 20742
S. Besse , Laboratory for Physical Sciences, University of Maryland, College Park, Maryland 20742
J. M. Absher , Laboratory for Physical Sciences, University of Maryland, College Park, Maryland 20742
pp. 1244-1250

Identification of extremism on Twitter (Abstract)

Yifang Wei , Department of Computer Science, Georgetown University
Lisa Singh , Department of Computer Science, Georgetown University
Susan Martin , Institute of Study of International Migration, Georgetown University
pp. 1251-1255

Stream clustering of tweets (Abstract)

Sophie Baillargeon , Département de mathématiques et de statistique, Université Laval, Québec (Québec), Canada G1V 0A6
Simon Halle , Thales Canada Research & Technology, Québec (Québec), Canada G1P 4P5
Christian Gagne , Département de génie électrique et de génie informatique, Université Laval, Québec (Québec), Canada G1V 0A6
pp. 1256-1261

Profiling individuals based on email analysis and ego networks: A visualization technique (Abstract)

Antreas Xenaros , Cyprus Air Force Command, Paphos, Cyprus
Panagiotis Karampelas , Hellenic Air Force Academy, Dekelia, Greece
Ioanna Lekea , Hellenic Air Force Academy, Dekelia, Greece
pp. 1262-1269

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis (Abstract)

Mauro Coletto , IMT School for Advanced Studies Lucca
Andrea Esuli , ISTI - CNR Pisa
Claudio Lucchese , ISTI - CNR Pisa
Cristina Ioana Muntean , ISTI - CNR Pisa
Franco Maria Nardini , ISTI - CNR Pisa
Raffaele Perego , ISTI - CNR Pisa
Chiara Renso , ISTI - CNR Pisa
pp. 1270-1277

On the effectiveness of statistical hypothesis testing in infrared-based face recognition in heterogeneous environments (Abstract)

Neeru Narang , West Virginia University, MILab, LCSEE, 395 Evansdale Drive, Morgantown, WV 26506-6070, U.S.A.
Thirimachos Bourlai , West Virginia University, MILab, LCSEE, 395 Evansdale Drive, Morgantown, WV 26506-6070, U.S.A.
pp. 1278-1285

Toward understanding spatial dependence on epidemic thresholds in networks (Abstract)

Zesheng Chen , Department of Computer Science, Indiana University - Purdue University Fort Wayne, Indiana 46805
pp. 1286-1293

Observations on the role of influence in the difficulty of social network control (Abstract)

Dave McKenney , School of Computer Science, Carleton University
Tony White , School of Computer Science, Carleton University
pp. 1294-1301

Estimating influence of social media users from sampled social networks (Abstract)

Kazuma Kimura , Graduate School of Systems and Information Engineering, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
Sho Tsugawa , Graduate School of Systems and Information Engineering, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
pp. 1302-1308

Stability of certainty and opinion in influence networks (Abstract)

Ariel Webster , Computer Science Department, University of Victoria, Victoria, BC, Canada
Bruce Kapron , Computer Science Department, University of Victoria, Victoria, BC, Canada
Valerie King , Computer Science Department, University of Victoria, Victoria, BC, Canada
pp. 1309-1320

Influential user detection on Twitter: Analyzing effect of focus rate (Abstract)

Zeynep Zengin Alp , Institute of Science and Technology, Istanbul Technical University, Maslak, Istanbul, Turkey 34469
Sule Gunduz Oguducu , Department of Computer Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey 34469
pp. 1321-1328

An empirical evaluation of social influence metrics (Abstract)

Nikhil Kumar , Arizona State University, Tempe, AZ
Ruocheng Guo , Arizona State University, Tempe, AZ
Ashkan Aleali , Arizona State University, Tempe, AZ
Paulo Shakarian , Arizona State University, Tempe, AZ
pp. 1329-1336

Is it truly a 5-star movie? Restoring the movie's truthful rating (Abstract)

Weiyue Huang , Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, China
Yong Yu , Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, China
pp. 1337-1338

Emerging threats abusing phone numbers exploiting cross-platform features (Abstract)

Srishti Gupta , Indraprastha Institute of Information Technology (IIIT-Delhi), India
pp. 1339-1341

GeoContext: Discovering geographical topics from social media (Abstract)

Elizabeth Williams , Department of Computer Science, University of Alabama, Tuscaloosa, AL, USA
pp. 1342-1346

Detecting and mitigating bias in social media (Abstract)

Fred Morstatter , Arizona State University, 699 S. Mill Ave, Tempe, Arizona, 85281
pp. 1347-1348

Towards using subpattern distributions in Social Network Analysis (Abstract)

Benjamin Cabrera , University Duisburg-Essen, 47057 Duisburg, Germany
pp. 1356-1363

Arguments and interpretation in big social data analysis: A survey of the ASONAM community (Abstract)

Candice L. Lanius , Department of Communication & Media, Rensselaer Polytechnic Institute, Troy, NY
pp. 1364-1367

Identifying the impact of friends on their peers academic performance (Abstract)

Philip Scanlon , Insight Centre for Data Analytics, Dublin City University, Glasnevin, Dublin 9, Ireland
pp. 1368-1369

A platform for identifying experts and paper retrieval in citation networks (Abstract)

Qianwei Wang , Department of Computer Science and Technology, Jilin University, Changchun, China, 130012
Qianshan Yu , Department of Computer Science and Technology, Jilin University, Changchun, China, 130012
Xinyue Yu , Department of Computer Science and Technology, Jilin University, Changchun, China, 130012
pp. 1370-1371

Gamification for informal terms lexicon building (Abstract)

Fernando H. Calderon Alvarado , Institute of Information Systems and Applications, National Tsing Hua University., Hsinchu 30013, Taiwan
Yi-Shin Chen , Institute of Information Systems and Applications, National Tsing Hua University., Hsinchu 30013, Taiwan
pp. 1372-1373

Social network of software development at GitHub (Abstract)

William Leibzon , The Institute for Mathematical Behavioral Sciences at the University of California Irvine, USA
pp. 1374-1376

BullyBlocker: Towards the identification of cyberbullying in social networking sites (Abstract)

Yasin N. Silva , Arizona State University, Glendale, AZ, USA
Christopher Rich , Arizona State University, Glendale, AZ, USA
Deborah Hall , Arizona State University, Glendale, AZ, USA
pp. 1377-1379

Learning triadic influence in large social networks (Abstract)

Chenhui Zhang , Department of Computer Science and Technology, Tsinghua University, China
Sida Gao , Department of Computer Science and Technology, Tsinghua University, China
Jie Tang , Department of Computer Science and Technology, Tsinghua University, China
Tracy Xiao Liu , Department of Economics, School of Economics and Management, Tsinghua University, China
Zhanpeng Fang , Department of Computer Science and Technology, Tsinghua University, China
Xu Cheng , Tencent Corporation, Shenzhen, China
pp. 1380-1381

Local community detection in multilayer networks (Abstract)

R. Interdonato , DIMES, Università della Calabria, Italy
A. Tagarelli , DIMES, Università della Calabria, Italy
D. Ienco , IRSTEA, UMR TETIS
A. Sallaberry , LIRMM - Université Paul Valéry
P. Poncelet , LIRMM - Université de Montpellier, France
pp. 1382-1383

Node-centric detection of overlapping communities in social networks (Abstract)

Yehonatan Cohen , Computer Science Department, Ben-Gurion University of the Negev, Be'er-Sheva, Israel
Danny Hendler , Computer Science Department, Ben-Gurion University of the Negev, Be'er-Sheva, Israel
Amir Rubin , Computer Science Department, Ben-Gurion University of the Negev, Be'er-Sheva, Israel
pp. 1384-1385

Social network change detection using a genetic algorithm based back propagation neural network model (Abstract)

Ze Li , College of Information System and Management, National University of Defense Technology, Changsha, China
Duo-yong Sun , College of Information System and Management, National University of Defense Technology, Changsha, China
Jie Li , College of Information System and Management, National University of Defense Technology, Changsha, China
Zhan-feng Li , College of Information System and Management, National University of Defense Technology, Changsha, China
pp. 1386-1387

Towards predicting academic impact from mainstream news and weblogs: A heterogeneous graph based approach (Abstract)

Mohan Timilsina , Insight Centre for Data Analytics, National University of Ireland Galway
Brian Davis , Insight Centre for Data Analytics, National University of Ireland Galway
Mike Taylor , Elsevier Informetrics, Oxford, United Kingdom
Conor Hayes , Insight Centre for Data Analytics, National University of Ireland Galway
pp. 1388-1389

Towards sentiment analysis for mobile devices (Abstract)

Johnnatan Messias , Universidade Federal de Minas Gerais (UFMG), Brazil
Joao P. Diniz , Universidade Federal de Minas Gerais (UFMG), Brazil
Elias Soares , Universidade Federal de Minas Gerais (UFMG), Brazil
Miller Ferreira , Universidade Federal de Minas Gerais (UFMG), Brazil
Matheus Araujo , Universidade Federal de Minas Gerais (UFMG), Brazil
Lucas Bastos , Universidade Federal de Minas Gerais (UFMG), Brazil
Manoel Miranda , Universidade Federal de Minas Gerais (UFMG), Brazil
Fabricio Benevenuto , Universidade Federal de Minas Gerais (UFMG), Brazil
pp. 1390-1391

Trivia quiz mining using probabilistic knowledge (Abstract)

Taesung Lee , Yonsei University Seoul, Republic of Korea
Seung-won Hwang , Yonsei University Seoul, Republic of Korea
Zhongyuan Wang , Microsoft Research Beijing, China
pp. 1392-1393

Troll vulnerability in online social networks (Abstract)

Paraskevas Tsantarliotis , Department of Computer Science & Engineering, University of Ioannina, Greecer
Evaggelia Pitoura , Department of Computer Science & Engineering, University of Ioannina, Greecer
Panayiotis Tsaparas , Department of Computer Science & Engineering, University of Ioannina, Greecer
pp. 1394-1396

ARC: A pipeline approach enabling large-scale graph visualization (Abstract)

Michael Ferron , Faculty of Science, UOIT, Oshawa, ON, Canada
Ken Q. Pu , Faculty of Science, UOIT, Oshawa, ON, Canada
Jaroslaw Szlichta , Faculty of Science, UOIT, Oshawa, ON, Canada
pp. 1397-1400

BullyBlocker: An app to identify cyberbullying in facebook (Abstract)

Yasin N. Silva , Arizona State University, Glendale, Arizona, USA
Christopher Rich , Arizona State University, Glendale, Arizona, USA
Jaime Chon , Arizona State University, Glendale, Arizona, USA
Lisa M. Tsosie , Arizona State University, Glendale, Arizona, USA
pp. 1401-1405

CredFinder: A real-time tweets credibility assessing system (Abstract)

Majed AlRubaian , College of Computer and Information Sciences, Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia
Muhammad Al-Qurishi , College of Computer and Information Sciences, Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia
Mabrook Al-Rakhami , College of Computer and Information Sciences, Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia
Mohammad Mehedi Hassan , College of Computer and Information Sciences, Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia
Atif Alamri , College of Computer and Information Sciences, Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia
pp. 1406-1409

Finding requests in social media for disaster relief (Abstract)

Tahora H. Nazer , Arizona State University, Tempe, AZ
Fred Morstatter , Arizona State University, Tempe, AZ
Harsh Dani , Arizona State University, Tempe, AZ
Huan Liu , Arizona State University, Tempe, AZ
pp. 1410-1413

GiveMeExample: Learning confusing words by example sentences (Abstract)

Chieh-Yang Huang , Institute of Information Science, Academia Sinica, Taiwan
Lun-Wei Ku , Institute of Information Science, Academia Sinica, Taiwan
pp. 1414-1417

MIDAS: Mental illness detection and analysis via social media (Abstract)

Elvis Saravia , Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
Chun-Hao Chang , Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
Renaud Jollet De Lorenzo , Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
Yi-Shin Chen , Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan 30013, R.O.C.
pp. 1418-1421

Polinode: A web application for the collection and analysis of network data (Abstract)

Andrew Pitts , Polinode, 803, 61 Lavender St, Milsons Point, NSW 2061, Sydney, Australia
pp. 1422-1425

POSN: A privacy preserving decentralized social network app for mobile devices (Abstract)

Eric Klukovich , Department of Computer Science and Engineering, University of Nevada, Reno
Esra Erdin , Department of Computer Science and Engineering, University of Nevada, Reno
Mehmet Hadi Gunes , Department of Computer Science and Engineering, University of Nevada, Reno
pp. 1426-1429

PRO-Fit: Exercise with friends (Abstract)

Saumil Dharia , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Vijesh Jain , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Jvalant Patel , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Jainikkumar Vora , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Rizen Yamauchi , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Magdalini Eirinaki , Computer Engineering Department, San Jose State University, San Jose, CA, USA
Iraklis Varlamis , Department of Informatics and Telematics, Harokopio University of Athens, Athens, Greece
pp. 1430-1433

VirtualIdentity: Privacy preserving user profiling (Abstract)

Sisi Wang , Institute of Technology, University of Washington Tacoma
Wing-Sea Poon , Institute of Technology, University of Washington Tacoma
Golnoosh Farnadi , Dept. of Applied Mathematics, Computer Science and Statistics, Ghent University
Caleb Horst , Institute of Technology, University of Washington Tacoma
Kebra Thompson , Institute of Technology, University of Washington Tacoma
Michael Nickels , Institute of Technology, University of Washington Tacoma
Anderson Nascimento , Institute of Technology, University of Washington Tacoma
Martine De Cock , Institute of Technology, University of Washington Tacoma
pp. 1434-1437

A centrality-based measure of user privacy in online social networks (Abstract)

Ruggero G. Pensa , Department of Computer Science, University of Torino, Italy
Gianpiero Di Blasi , Department of Computer Science, University of Torino, Italy
pp. 1438-1439
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