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International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume I
Concept-Based Information Access
Las Vegas, Nevada
April 04-April 06
ISBN: 0-7695-2315-3
| ASCII Text | x | ||
| Rifat Ozcan, Y. Alp Aslandogan, "Concept-Based Information Access," Information Technology: Coding and Computing, International Conference on, vol. 1, pp. 794-799, International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume I, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/ITCC.2005.111, author = {Rifat Ozcan and Y. Alp Aslandogan}, title = {Concept-Based Information Access}, journal ={Information Technology: Coding and Computing, International Conference on}, volume = {1}, year = {2005}, isbn = {0-7695-2315-3}, pages = {794-799}, doi = {http://doi.ieeecomputersociety.org/10.1109/ITCC.2005.111}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Information Technology: Coding and Computing, International Conference on TI - Concept-Based Information Access SN - 0-7695-2315-3 SP794 EP799 A1 - Rifat Ozcan, A1 - Y. Alp Aslandogan, PY - 2005 KW - null VL - 1 JA - Information Technology: Coding and Computing, International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ITCC.2005.111
Concept-based access to information promises important benefits over keyword-based access. One of these benefits is the ability to take advantage of semantic relationships among concepts in finding relevant documents. Another benefit is the elimination of irrelevant documents by identifying conceptual mismatches. Concepts are mental structures. Words and phrases are the linguistic representatives of concepts. Due to the inherent conciseness of natural language, words can represent multiple concepts and different words may represent the same or very similar concepts. Word Sense Disambiguation attempts to resolve this ambiguity using contextual information. The use of an ontology facilitates identification of related concepts and their linguistic representatives given a key concept. Latent semantic analysis, on the other hand, attempts to reveal the hidden conceptual relationships among words and phrases based on linguistic usage patterns. In this work we explore the potential of concept-based information access via these two methods. We examine under what circumstances concept-based access becomes feasible and improves user experience.
Citation:
Rifat Ozcan, Y. Alp Aslandogan, "Concept-Based Information Access," itcc, vol. 1, pp.794-799, International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume I, 2005
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