The Community for Technology Leaders
2015 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K) (2015)
Lisbon, Portugal
Nov. 12, 2015 to Nov. 14, 2015
ISBN: 978-1-5090-1967-0
TABLE OF CONTENTS

Brief contents (PDF)

pp. III

Program committee (PDF)

pp. VI-X

Foreword (PDF)

Ana Fred , Instituto de Telecomunicações/IST, Portugal
Jan Dietz , Delft University of Technology, Netherlands
David Aveiro , University of Madeira/ITI, Portugal
Kecheng Liu , University of Reading, United Kingdom
Joaquim Filipe , Polytechnic Institute of Setúbal/INSTICC, Portugal
pp. XI-XIII

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pp. XIV

Contents (PDF)

pp. XV-XIX

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pp. 1

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pp. 1

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pp. 1

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pp. 6

Business ethics as personal ethics (PDF)

Joao Cesar das Neves , Universidade Católica Portuguesa (UCP), Portugal
pp. 7

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pp. 8

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pp. 10

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pp. 12

Papers (PDF)

pp. 13

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pp. 14

Full papers (PDF)

pp. 15

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pp. 16

Temporal-based feature selection and transfer learning for text categorization (Abstract)

Fumiyo Fukumoto , Graduate Faculty of Interdisciplinary Research, University of Yamanashi, Kofu, Japan
Yoshimi Suzuki , Graduate Faculty of Interdisciplinary Research, University of Yamanashi, Kofu, Japan
pp. 17-26

Social network analysis for predicting emerging researchers (Abstract)

Syed Masum Billah , Computer Science, Stony Brook University, NY, U.S.A.
Susan Gauch , Computer Science and Computer Engineering, University of Arkansas, Fayetteville, U.S.A.
pp. 27-35

POP: A Parallel Optimized Preparation of data for data mining (Abstract)

Christian Ernst , Ecole des Mines de St Etienne and LIMOS, CNRS UMR 6158, Gardanne, France
Youssef Hmamouche , Laboratoire d'Informatique Fondamentale de Marseille, CNRS UMR 7279, Aix Marseille Université, France
Alain Casali , Laboratoire d'Informatique Fondamentale de Marseille, CNRS UMR 7279, Aix Marseille Université, France
pp. 36-45

Assessing vertex relevance based on community detection (Abstract)

Paul Parau , Department of Computer Science, Technical University of Cluj-Napoca, Romania
Camelia Lemnaru , Department of Computer Science, Technical University of Cluj-Napoca, Romania
Rodica Potolea , Department of Computer Science, Technical University of Cluj-Napoca, Romania
pp. 46-56

An approach for Semantic search over Lithuanian news website corpus (Abstract)

Tomas Vileiniskis , Department of Information Systems, Kaunas University of Technology, Studentu st. 50-309, Lithuania
Algirdas Sukys , Department of Information Systems, Kaunas University of Technology, Studentu st. 50-309, Lithuania
Rita Butkiene , Department of Information Systems, Kaunas University of Technology, Studentu st. 50-309, Lithuania
pp. 57-66

Data driven structural similarity: A Distance measure for adaptive linear approximations of time series (Abstract)

Victor Ionescu , Computer Science Department, Technical University of Cluj-Napoca, 26-28 G. Baritiu Street, 400027, Romania
Rodica Potolea , Computer Science Department, Technical University of Cluj-Napoca, 26-28 G. Baritiu Street, 400027, Romania
Mihaela Dinsoreanu , Computer Science Department, Technical University of Cluj-Napoca, 26-28 G. Baritiu Street, 400027, Romania
pp. 67-74

News classifications with labeled LDA (Abstract)

Yiqi Bai , Department of Computer Science, University of Massachusetts, 1 University Avenue, Lowell, 01854, U.S.A.
Jie Wang , Department of Computer Science, University of Massachusetts, 1 University Avenue, Lowell, 01854, U.S.A.
pp. 75-83

Piecewise Chebyshev factorization based nearest neighbour classification for time series (Abstract)

Qinglin Cai , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Ling Chen , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Jianling Sun , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
pp. 84-91

Domain-specific Relation Extraction: using distant supervision Machine Learning (Abstract)

Abduladem Aljamel , School of Science and Technology, Nottingham Trent University, NG11 8NS, U.K.
Taha Osman , School of Science and Technology, Nottingham Trent University, NG11 8NS, U.K.
Giovanni Acampora , School of Science and Technology, Nottingham Trent University, NG11 8NS, U.K.
pp. 92-103

Big graph-based Data visualization experiences: The WordNet case study (Abstract)

Enrico G. Caldarola , Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Napoli, Italy
Antonio Picariello , Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Napoli, Italy
Antonio M. Rinaldi , Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Napoli, Italy
pp. 104-115

Bringing search engines to the cloud using open source components (Abstract)

Khaled Nagi , Dept. of Computer and Systems Engineering, Faculty of Engineering, Alexandria University, Egypt
pp. 116-126

Markov chain based method for in-domain and cross-domain sentiment classification (Abstract)

Giacomo Domeniconi , DISI, Università degli Studi di Bologna, Via Venezia 52, Cesena, Italy
Gianluca Moro , DISI, Università degli Studi di Bologna, Via Venezia 52, Cesena, Italy
Andrea Pagliarani , DISI, Università degli Studi di Bologna, Via Venezia 52, Cesena, Italy
Roberto Pasolini , DISI, Università degli Studi di Bologna, Via Venezia 52, Cesena, Italy
pp. 127-137

Word Sense Discrimination on tweets: A graph-based approach (Abstract)

Flavio Massimiliano Cecchini , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Elisabetta Fersini , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Enza Messina , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
pp. 138-146

Leveraging Entity Linking to enhance Entity Recognition in microblogs (Abstract)

Pikakshi Manchanda , DISCo,University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Elisabetta Fersini , DISCo,University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Matteo Palmonari , DISCo,University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
pp. 147-155

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pp. 156

Short papers (PDF)

pp. 157

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pp. 158

Predicting stock market movement: An evolutionary approach (Abstract)

Salah Bouktif , College of Information Technology, UAE University, Al Ain, U.A.E.
Mamoun Adel Awad , College of Information Technology, UAE University, Al Ain, U.A.E.
pp. 159-167

Chinese-keyword fuzzy search and extraction over encrypted patent documents (Abstract)

Wei Ding , China Defense Science and Technology Information Center, 100036, Beijing, China
Yongji Liu , China Defense Science and Technology Information Center, 100036, Beijing, China
Jianfeng Zhang , National University of Defense Technology, 410073, Changsha, China
pp. 168-176

Using collective intelligence to generate trend-based travel recommendations (Abstract)

Sabine Schlick , Institute of Information Systems, Friedrich-Alexander University, Lange Gasse 20, 90403, Nürnberg, Germany
Isabella Eigner , Institute of Information Systems, Friedrich-Alexander University, Lange Gasse 20, 90403, Nürnberg, Germany
Alex Fechner , Institute of Information Systems, Friedrich-Alexander University, Lange Gasse 20, 90403, Nürnberg, Germany
pp. 177-185

Visualizing cultural digital resources using social network analysis (Abstract)

Antonio Capodieci , University of Salento, Via per Monteroni snc, Lecce, Italy
Daniele D'Aprile , University of Salento, Via per Monteroni snc, Lecce, Italy
Gianluca Elia , University of Salento, Via per Monteroni snc, Lecce, Italy
Francesca Grippa , Northeastern University, 360 Huntington Avenue, Boston, MA, U.S.A.
Luca Mainetti , University of Salento, Via per Monteroni snc, Lecce, Italy
pp. 186-194

Comparison of sampling size estimation techniques for association rule mining (Abstract)

Tugba Halici , Cybersoft R&D Center, İstanbul, Turkey
Utku Gorkem Ketenci , Cybersoft R&D Center, İstanbul, Turkey
pp. 195-202

Real-time local topic extraction using density-based adaptive spatiotemporal clustering for enhancing local situation awareness (Abstract)

Tatsuhiro Sakai , Graduate School of Information Sciences, Hiroshima City University, Japan
Keiichi Tamura , Graduate School of Information Sciences, Hiroshima City University, Japan
Shota Kotozaki , Graduate School of Information Sciences, Hiroshima City University, Japan
Tsubasa Hayashida , Graduate School of Information Sciences, Hiroshima City University, Japan
Hajime Kitakami , Graduate School of Information Sciences, Hiroshima City University, Japan
pp. 203-210

Construction of a Bayesian network as an extension of propositional logic (Abstract)

Takuto Enomoto , Graduate School of Engineering and Science, Shibaura Institute of Technology, 3-7-5 Toyosu, Koto Ward, Tokyo 135-8548, Japan
Masaomi Kimura , Department of Information Science and Engineering, Shibaura Institute of Technology, 3-7-5 Toyosu, Koto Ward, Tokyo 135-8548, Japan
pp. 211-217

Real-time prediction to support decision-making in soccer (Abstract)

Yasuo Saito , Division of Electrical Engineering and Computer Science, Shibaura Institute of Technology, Tokyo, Japan
Masaomi Kimura , Department of Information Science and Engineering, Shibaura Institute of Technology, Tokyo, Japan
Satoshi Ishizaki , Health and Physical Education, Shibaura Institute of Technology, Saitama, Japan
pp. 218-225

SCUT: Multi-class imbalanced data classification using SMOTE and cluster-based undersampling (Abstract)

Astha Agrawal , School of Electrical Engineering and Computer Science, University of Ottawa, Ontario, Canada
Herna L. Viktor , School of Electrical Engineering and Computer Science, University of Ottawa, Ontario, Canada
Eric Paquet , School of Electrical Engineering and Computer Science, University of Ottawa, Ontario, Canada
pp. 226-234

Aftermath of 2008 financial crisis on oil prices (Abstract)

Neha Sehgal , Jindal Global Business School, O. P. Jindal Global University, Sonipat, 131001, Haryana, India
Krishan K. Pandey , College of Management & Economic Studies, University of Petroleum & Energy Studies, 248007, Dehradun, India
pp. 235-240

Topic oriented auto-completion models: Approaches towards fastening auto-completion systems (Abstract)

Stefan Prisca , Computer Science, Technical University of Cluj-Napoca, Vitei 7, 551107, Medias, Romania
Mihaela Dinsoreanu , Computer Science, Technical University of Cluj-Napoca, Baritiu Str. 26-28, RO-400068, Romania
Camelia Lemnaru , Computer Science Department, Technical University of Cluj-Napoca, 26 Baritiu St., room c9, 400027, Romania
pp. 241-248

CIRA: A Competitive Intelligence reference Architecture for dynamic solutions (Abstract)

Marco Spruit , Department of Information and Computer Sciences, Utrecht University, Princetonplein 5, The Netherlands
Alex Cepoi , Department of Information and Computer Sciences, Utrecht University, Princetonplein 5, The Netherlands
pp. 249-258

Clustering stability and ground truth: Numerical experiments (Abstract)

Maria Jose Amorim , Dep. of Mathematics, ISEL and Inst. Univ. de Lisboa (ISCTE-IUL), BRU-IUL, Av. forças Armadas, Portugal
Margarida G. M. S. Cardoso , Dep. of Quantitative Methods and BRU-UNIDE, ISCTE Busines School-IUL, Av. das forças Armadas, Lisboa, Portugal
pp. 259-264

Biomedical Question Types Classification using syntactic and rule based approach (Abstract)

Mourad Sarrouti , Department of Computer Science, FSDM, Sidi Mohamed Ben Abdellah University, Fez, Morocco
Abdelmonaime Lachkar , Department of Electrical and Computer Engineering, ENSA, Sidi Mohamed Ben Abdellah University, Fez, Morocco
Said El Alaoui Ouatik , Department of Computer Science, FSDM, Sidi Mohamed Ben Abdellah University, Fez, Morocco
pp. 265-272

Use of frequent itemset mining techniques to analyze business processes (Abstract)

Vladimir Bartik , Faculty of Information Technology, Brno University of Technology, Božetěchova 2, Czech Republic
Milan Pospisil , Faculty of Information Technology, Brno University of Technology, Božetěchova 2, Czech Republic
pp. 273-280

Interesting regression- and model trees through variable restrictions (Abstract)

Rikard Konig , Department of Information Technology, University of Borås, SE-501 90, Sweden
Ulf Johansson , Department of Information Technology, University of Borås, SE-501 90, Sweden
Ann Lindqvist , Operational data and analysis, REIO, Scania CV AB, SE-151 87, Södertälje, Sweden
Peter Brattberg , Department of Information Technology, University of Borås, SE-501 90, Sweden
pp. 281-292

Annotating real time Twitter's images/videos basing on tweets (Abstract)

Mohamed Kharrat , MIRACL Laboratory, University of Sfax, Tunisia
Anis Jedidi , MIRACL Laboratory, University of Sfax, Tunisia
Faiez Gargouri , MIRACL Laboratory, University of Sfax, Tunisia
pp. 293-300

When textual information becomes spatial information compatible with satellite images (Abstract)

Eric Kergosien , GERiiCO, Univ. Lille, France
Hugo Alatrista-Salas , Pontificia Universidad Católica del Perú, Lima, Peru
Mauro Gaio , LIUPPA, Univ. Pau, France
Fabio N. Guttler , ICube, Univ. Strasbourg, France
Mathieu Roche , UMR TETIS & LIRMM, Montpellier, France
Maguelonne Teisseire , UMR TETIS & LIRMM, Montpellier, France
pp. 301-306

Automatic extraction of task statements from structured meeting content (Abstract)

Katashi Nagao , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
Kei Inoue , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
Naoya Morita , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
Shigeki Matsubara , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
pp. 307-315

The NOESIS open source framework for network data mining (Abstract)

Victor Martinez , Department of Computer Science and Artificial Intelligence, University of Granada, Spain
Fernando Berzal , Department of Computer Science and Artificial Intelligence, University of Granada, Spain
Juan-Carlos Cubero , Department of Computer Science and Artificial Intelligence, University of Granada, Spain
pp. 316-321

Comparing summarisation techniques for informal online reviews (Abstract)

Mhairi McNeill , Edinburgh Napier University, Scotland, U.K.
Robert Raeside , Edinburgh Napier University, Scotland, U.K.
Martin Graham , Edinburgh Napier University, Scotland, U.K.
Isaac Roseboom , deltaDNA, 25 Greenside Place, Edinburgh Scotland, U.K.
pp. 322-329

POS tagging-probability weighted method for matching the Internet recipe ingredients with food composition data (Abstract)

Tome Eftimov , Computer Systems Department, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
Barbara Korousic Seljak , Computer Systems Department, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
pp. 330-336

Learning text patterns to detect opinion targets (Abstract)

Filipa Peleja , NOVA LINCS, Departamento de Informática, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Portugal
Joao Magalhaes , NOVA LINCS, Departamento de Informática, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Portugal
pp. 337-343

A structural model of Internet organization discovery (Abstract)

Zi-yu Yang , Library, China Defense Science and Technology Information Center, Beijing, China
Xiao-yun Wang , Library, China Defense Science and Technology Information Center, Beijing, China
Hong-mei Ma , Library, China Defense Science and Technology Information Center, Beijing, China
Li Qin , Library, China Defense Science and Technology Information Center, Beijing, China
pp. 344-349

The reverse doubling construction (Abstract)

Jean-Francois Viaud , Laboratory L3i, University of La Rochelle, France
Karell Bertet , Laboratory L3i, University of La Rochelle, France
Christophe Demko , Laboratory L3i, University of La Rochelle, France
Rokia Missaoui , University of Québec in Outaouais, Gatineau, Canada
pp. 350-357

Tool and evaluation method for idea creation support (Abstract)

Ryo Takeshima , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
Katashi Nagao , Department of Media Science, Graduate School of Information Science, Nagoya University, Japan
pp. 358-363

qRead: A fast and accurate article extraction method from web pages using partition features optimizations (Abstract)

Jingwen Wang , Department of Computer Science, University of Massachusetts, Lowell, 01854, U.S.A.
Jie Wang , Department of Computer Science, University of Massachusetts, Lowell, 01854, U.S.A.
pp. 364-371

CBIR search engine for user designed query (UDQ) (Abstract)

Tatiana Jaworska , Sysytems Research Institute, Polish Academy of Sciences, 6 Newelska Street, 01-447, Warsaw, Poland
pp. 372-379

Early diagnosis of Alzheimer's disease using machine learning techniques: A review paper (Abstract)

Aunsia Khan , Dept. of Computing, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad, Pakistan
Muhammad Usman , Dept. of Computing, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad, Pakistan
pp. 380-387

A Cloud Platform for classification and resource management of complex electromagnetic problems (Abstract)

Andreas Kapsalis , Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Greece
Panagiotis Kasnesis , Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Greece
Panagiotis C. Theofanopoulos , Democritus University of Thrace, Department of Electrical & Computer Engineering, Xanthi, Greece
Panagiotis K. Gkonis , Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Greece
Christos S. Lavranos , Democritus University of Thrace, Department of Electrical & Computer Engineering, Xanthi, Greece
Dimitra I. Kaklamani , Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Greece
Iakovos S. Venieris , Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Greece
George A. Kyriacou , Democritus University of Thrace, Department of Electrical & Computer Engineering, Xanthi, Greece
pp. 388-393

EasySDM: An integrated and easy to use Spatial Data Mining platform (Abstract)

Leila Hamdad , LSCI, ESI, BP 68M Oued Smar, Algiers, Algeria
Amine Abdaoui , LIRMM, 860 St Priest Street, Montpellier, France
Nabila Belattar , LSCI, ESI, BP 68M Oued Smar, Algiers, Algeria
Mohamed Ala Alchikha , LSCI, ESI, BP 68M Oued Smar, Algiers, Algeria
pp. 394-401

Arabic sentiment analysis using WEKA a hybrid learning approach (Abstract)

Sarah Alhumoud , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
Tarfa Albuhairi , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
Mawaheb Altuwaijri , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
pp. 402-408

Concept profiles for filtering parliamentary documents (Abstract)

Francisco J. Ribadas , Departamento de Informática, E.S. Enxeñería Informática, Edificio Politécnico, Universidade de Vigo, 32004 Ourense, Spain
Luis M. de Campos , Departamento de Ciencias de la Computación e Inteligencia Artificial, ETSI Informática y de Telecomunicación, CITIC-UGR, Universidad de Granada, 18071, Spain
Juan M. Fernandez-Luna , Departamento de Ciencias de la Computación e Inteligencia Artificial, ETSI Informática y de Telecomunicación, CITIC-UGR, Universidad de Granada, 18071, Spain
Juan F. Huete , Departamento de Ciencias de la Computación e Inteligencia Artificial, ETSI Informática y de Telecomunicación, CITIC-UGR, Universidad de Granada, 18071, Spain
pp. 409-416

Hybrid sentiment analyser for Arabic tweets using R (Abstract)

Sarah Alhumoud , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
Tarfa Albuhairi , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
Wejdan Alohaideb , College of Computer and Information Science, Al-Imam Muhammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
pp. 417-424

Prediction of Earnings Per Share for industry (Abstract)

Swati Jadhav , School of Aerospace, Transport and Manufacturing, Cranfield University, U.K.
Hongmei He , School of Aerospace, Transport and Manufacturing, Cranfield University, U.K.
Karl Jenkins , School of Aerospace, Transport and Manufacturing, Cranfield University, U.K.
pp. 425-432

KISS MIR: Keep it semantic and social music information retrieval (Abstract)

Amna Dridi , Faculty of Computer Science, Free University of Bozen-Bolzano, Piazza Domenicani 3, Italy
Mouna Kacimi , Faculty of Computer Science, Free University of Bozen-Bolzano, Piazza Domenicani 3, Italy
pp. 433-439

Knowledge discovery and modeling based on Conditional Fuzzy Clustering with Interval Type-2 fuzzy (Abstract)

Yeong-Hyeon Byeon , Department of Control and Instrumentation Engineering, Chosun University, Gwangju, Korea
Keun-Chang Kwak , Department of Control and Instrumentation Engineering, Chosun University, Gwangju, Korea
pp. 440-444

Pseudo Relevance Feedback technique and Semantic Similarity for Corpus-based Expansion (Abstract)

Masnizah Mohd , Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292, Japan
Jaffar Atwan , Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia
Kiyoaki Shirai , Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292, Japan
pp. 445-450

Customer tracking systems based on identifiers of mobile phones (Abstract)

D. M. Mikhaylov , National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoe highway 31, 115409, Russia
A. V. Zuykov , National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoe highway 31, 115409, Russia
S. M. Kharkov , National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoe highway 31, 115409, Russia
S. V. Ponomarev , National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoe highway 31, 115409, Russia
S. V. Dvoryankin , Concern Radio-Electronic Technology, Ltd, Moscow, Russia
A. M. Tolstaya , National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoe highway 31, 115409, Russia
pp. 451-455

Towards reusability of computational experiments: Capturing and sharing Research Objects from knowledge discovery processes (Abstract)

Armel Lefebvre , Department of Information and Computer Sciences, Utrecht University, Princetonplein 5, The Netherlands
Marco Spruit , Department of Information and Computer Sciences, Utrecht University, Princetonplein 5, The Netherlands
Wienand Omta , Department of Information and Computer Sciences, Utrecht University, Princetonplein 5, The Netherlands
pp. 456-462

Data parsing using tier grammars (Abstract)

Alexander Sakharov , Verizon, Waltham, Massachusetts, U.S.A.
Timothy Sakharov , Northeastern University, Boston, Massachusetts, U.S.A.
pp. 463-468

Motive-based search: Computing regions from large knowledge bases using geospatial coordinates (Abstract)

Liliya Avdiyenko , R&D, Unister GmbH, Leipzig, Germany
Martin Nettling , R&D, Unister GmbH, Leipzig, Germany
Christiane Lemke , R&D, Unister GmbH, Leipzig, Germany
Matthias Wauer , R&D, Unister GmbH, Leipzig, Germany
Axel-Cyrille Ngonga Ngomo , Universität Leipzig, IFI/AKSW, Germany
Andreas Both , R&D, Unister GmbH, Leipzig, Germany
pp. 469-474

A new approach for collaborative filtering based on Bayesian network inference (Abstract)

Loc Nguyen , Sunflower Soft Company, Ho Chi Minh City, Vietnam
pp. 475-480

A continuum among logarithmic, linear, and exponential functions, and its potential to improve generalization in neural networks (Abstract)

Luke B. Godfrey , Department of Computer Science and Computer Engineering, University of Arkansas, Fayetteville, U.S.A.
Michael S. Gashler , Department of Computer Science and Computer Engineering, University of Arkansas, Fayetteville, U.S.A.
pp. 481-486

New classification models for detecting Hate and Violence web content (Abstract)

Shuhua Liu , Arcada University of Applied Sciences, Jan-Magnus Janssonin Aukio 1, 00560, Helsinki, Finland
Thomas Forss , Arcada University of Applied Sciences, Jan-Magnus Janssonin Aukio 1, 00560, Helsinki, Finland
pp. 487-495

Multiple behavioral models: A Divide and Conquer strategy to fraud detection in financial data streams (Abstract)

Roberto Saia , Dipartimento di Matematica e Informatica, Università di Cagliari, Italy
Ludovico Boratto , Dipartimento di Matematica e Informatica, Università di Cagliari, Italy
Salvatore Carta , Dipartimento di Matematica e Informatica, Università di Cagliari, Italy
pp. 496-503

Automatic tag extraction from social media for visual labeling (Abstract)

Shuhua Liu , Arcada University of Applied Sciences, Jan-Magnus Janssonin aukio 1, 00560 Helsinki, Finland
Thomas Forss , Arcada University of Applied Sciences, Jan-Magnus Janssonin aukio 1, 00560 Helsinki, Finland
pp. 504-510

Optimizing dependency parsing throughput (Abstract)

Albert Weichselbraun , Department of Information, University of Applied Sciences Chur, Pulvermühlestrasse 57, Switzerland
Norman Susstrunk , Department of Information, University of Applied Sciences Chur, Pulvermühlestrasse 57, Switzerland
pp. 511-516

Overlapping kernel-based Community Detection with node attributes (Abstract)

Daniele Maccagnola , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Elisabetta Fersini , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Rabah Djennadi , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
Enza Messina , DISCo, University of Milano-Bicocca, Viale Sarca 336, 20126, Milan, Italy
pp. 517-524

Learning query expansion from association rules between terms (Abstract)

Ahem Bouziri , ENSI - Manouba University, LIPAH-FST, Tunisia
Chiraz Latiri , ISAMM - Manouba University, LIPAH-FST, Tunis, Tunisia
Eric Gaussier , Université Joseph Fourrier-Laboratoire d'Informatique de Grenoble, France
Yassin Belhareth , ISAMM - Manouba University, Tunisia
pp. 525-530

Usearch: A Meta Search Engine based on a new result merging strategy (Abstract)

Tarek Alloui , MISC Laboratory, Department of Computer Science and its Applications, Faculty of NTIC, University Constantine 2 Abdelhamid Mehri, Algeria
Imane Boussebough , LIRE Laboratory, Department of Software Technology and Information Systems, Faculty of NTIC, University Constantine 2 Abdelhamid Mehri, Algeria
Allaoua Chaoui , MISC Laboratory, Department of Computer Science and its Applications, Faculty of NTIC, University Constantine 2 Abdelhamid Mehri, Algeria
Ahmed Zakaria Nouar , Department of Computer Science and its Applications, Faculty of NTIC, University Constantine 2, Abdelhamid Mehri, Algeria
Mohamed Chaouki Chettah , Department of Computer Science and its Applications, Faculty of NTIC, University Constantine 2, Abdelhamid Mehri, Algeria
pp. 531-536

Distributed data replication and access optimization for LHCb storage system: A position paper (Abstract)

Mikhail Hushchyn , Yandex School of Data Analysis, Moscow, Russian Federation
Philippe Charpentier , CERN, Geneva, Switzerland
Andrey Ustyuzhanin , Yandex School of Data Analysis, Moscow, Russian Federation
pp. 537-540

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pp. 542

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pp. 543

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pp. 544

Large scale web-content classification (Abstract)

Luca Deri , IIT/CNR, Via Moruzzi 1, 56124, Pisa, Italy
Maurizio Martinelli , IIT/CNR, Via Moruzzi 1, 56124, Pisa, Italy
Daniele Sartiano , Computer Science Department, University of Pisa, Largo B. Pontecorvo 3, 56127, Italy
Loredana Sideri , IIT/CNR, Via Moruzzi 1, 56124, Pisa, Italy
pp. 545-554

Non-negative Matrix Factorization for binary data (Abstract)

Jacob Sogaard Larsen , DTU Compute, Technical University of Denmark, Richard Petersens Plads, 2800, Lyngby, Denmark
Line Katrine Harder Clemmensen , DTU Compute, Technical University of Denmark, Richard Petersens Plads, 2800, Lyngby, Denmark
pp. 555-563

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pp. 564

Short papers (PDF)

pp. 565

Blank page (PDF)

pp. 566

Using the cluster-based tree structure of k-nearest neighbor to reduce the effort required to classify unlabeled large datasets (Abstract)

Elias de Oliveira , Programa de Pós-Graduação em Informática, Universidade Federal do Espírito Santo, Av. Fernando Ferrari, 514, Goiabeiras Vitória, 29075-910, Brazil
Howard Roatti , Programa de Pós-Graduação em Informática, Universidade Federal do Espírito Santo, Av. Fernando Ferrari, 514, Goiabeiras Vitória, 29075-910, Brazil
Matheus de Araujo Nogueira , Fundação de Assistência e Educação FAESA, Av. Vitória, 2.220 - Monte Belo, 29053-360, ES, Brazil
Henrique Gomes Basoni , Programa de Pós-Graduação em Informática, Universidade Federal do Espírito Santo, Av. Fernando Ferrari, 514, Goiabeiras Vitória, 29075-910, Brazil
Patrick Marques Ciarelli , Programa de Pós-Graduação em Engenharia Elétrica, Universidade Federal do Espírito Santo, Av. Fernando Ferrari, 514, Goiabeiras Vitória, 29075-910, Brazil
pp. 567-576

Performance evaluation of similarity measures on similar and dissimilar text retrieval (Abstract)

Victor U. Thompson , University of Sunderland, Edinburgh Building, Chester Rd, Sunderland SR1 3SD, United Kingdom
Christo Panchev , University of Sunderland, Edinburgh Building, Chester Rd, Sunderland SR1 3SD, United Kingdom
Michael Oakes , University of Sunderland, Edinburgh Building, Chester Rd, Sunderland SR1 3SD, United Kingdom
pp. 577-584

Blank page (PDF)

pp. 586

Full papers (PDF)

pp. 587

Blank page (PDF)

pp. 588

Posgram driven word prediction (Abstract)

Carmelo Spiccia , Istituto di Calcolo e Reti ad Alte Prestazioni (ICAR), Italian National Research Council (CNR), viale delle scienze, edificio 11, Palermo, Italy
Agnese Augello , Istituto di Calcolo e Reti ad Alte Prestazioni (ICAR), Italian National Research Council (CNR), viale delle scienze, edificio 11, Palermo, Italy
Giovanni Pilato , Istituto di Calcolo e Reti ad Alte Prestazioni (ICAR), Italian National Research Council (CNR), viale delle scienze, edificio 11, Palermo, Italy
pp. 589-596

Data-driven relation discovery from unstructured texts (Abstract)

Marilena Ditta , ICAR CNR, Viale delle Scienze Edificio 11, Palermo, 90128, Italy
Fabrizio Milazzo , ICAR CNR, Viale delle Scienze Edificio 11, Palermo, 90128, Italy
Valentina Ravi , ICAR CNR, Viale delle Scienze Edificio 11, Palermo, 90128, Italy
Giovanni Pilato , ICAR CNR, Viale delle Scienze Edificio 11, Palermo, 90128, Italy
Agnese Augello , ICAR CNR, Viale delle Scienze Edificio 11, Palermo, 90128, Italy
pp. 597-602

Ontology Matching using multiple similarity measures (Abstract)

Thi Thuy Anh Nguyen , Computer Science, Heinrich-Heine-University Düsseldorf, Universitätsstr. 1, 40225, Germany
Stefan Conrad , Computer Science, Heinrich-Heine-University Düsseldorf, Universitätsstr. 1, 40225, Germany
pp. 603-611

Moving beyond the Twitter follow graph (Abstract)

Giambattista Amati , Fondazione Ugo Bordoni, Rome, Italy
Simone Angelini , Fondazione Ugo Bordoni, Rome, Italy
Marco Bianchi , Fondazione Ugo Bordoni, Rome, Italy
Gianmarco Fusco , Istituto Superiore delle Comunicazioni e delle Tecnologie dell'Informazione (MiSE-ISCOM), Rome, Italy
Giorgio Gambosi , University of Rome Tor Vergata, Italy
Giancarlo Gaudino , Istituto Superiore delle Comunicazioni e delle Tecnologie dell'Informazione (MiSE-ISCOM), Rome, Italy
Giuseppe Marcone , Fondazione Ugo Bordoni, Rome, Italy
Gianluca Rossi , University of Rome Tor Vergata, Italy
Paola Vocca , University of Tuscia, Viterbo, Italy
pp. 612-619

The predictor impact of Web search media on Bitcoin trading volumes (Abstract)

Martina Matta , Universita' degli Studi di Cagliari, Piazza d'Armi, 09123, Italy
Ilaria Lunesu , Universita' degli Studi di Cagliari, Piazza d'Armi, 09123, Italy
Michele Marchesi , Universita' degli Studi di Cagliari, Piazza d'Armi, 09123, Italy
pp. 620-626

SERP-level disambiguation from search results (Abstract)

Mostafa Alli , Dept. of Computer Science and Technology, Tsinghua University, Beijing 100084, China
pp. 627-636

Author's paper Similarity Prediction based on the Similarity of Textual References to Visual Features (Abstract)

Mostafa Alli , Dept. of Computer Science and Technology, Tsinghua University, Beijing 100084, China
pp. 637-643

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pp. 644

Author index (PDF)

pp. 645-646
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