Intelligent agents are an advanced technology utilized in Web Intelligence. When searching information from a distributed Web environment, information is retrieved by multi-agents on the client site and fused on the broker site. The current information fusion techniques rely on cooperation of agents to provide statistics. Such techniques are computationally expensive and unrealistic in the real world. In this paper, we introduce a model that uses a world ontology constructed from the Dewey Decimal Classification to acquire user profiles. By search using specific and exhaustive user profiles, information fusion techniques no longer rely on the statistics provided by agents. The model has been successfully evaluated using the large INEX data set simulating the distributed Web environment

Geva, Shlomo

Lau, Raymond Y. K.

Li, Yuefeng

Tao, Xiaohui

English

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Ontology-Based Specific and Exhaustive User Profiles for Constraint Information Fusion for Multi-agents

University of Southern Queensland ePrints

PROCEEDINGS 2010 IEEE/WIC/ACM International  Conference on Web Intelligence —— WI 2010 ——  31 August–3 September 2010 Toronto, Ontario, Canada     Edited by  Xiangji Jimmy Huang, Irwin King, Vijay Raghavan, and Stefan Rueger   Organization Sponsors     IEEE Computer Society Web Intelligence Consortium (WIC) Association for Computing  Machinery (ACM) GenieKnows.com Infobright     Co-Organized and in Cooperation with   Institute of Electrical and Electronics Engineers (IEEE) York University, Toronto, Canada      Los Alamitos, California Washington • Tokyo      Copyright © 2010 by The Institute of Electrical and Electronics Engineers, Inc. All rights reserved.   Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carry a code at the bottom of the first page, provided that the per-copy fee indicated in the code is paid through the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923.  Other copying, reprint, or republication requests should be addressed to: IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, P.O. Box 133, Piscataway, NJ 08855-1331.  The papers in this book comprise the proceedings of the meeting mentioned on the cover and title page. They reflect the authors’ opinions and, in the interests of timely dissemination, are published as presented and without change. Their inclusion in this publication does not necessarily constitute endorsement by the editors, the IEEE Computer Society, or the Institute of Electrical and Electronics Engineers, Inc.  IEEE Computer Society Order Number E4191 BMS CFP10WEB-CDR  ISBN 978-0-7695-4191-4  Additional copies may be ordered from:  IEEE Computer Society IEEE Service Center IEEE Computer Society Customer Service Center 445 Hoes Lane Asia/Pacific Office 10662 Los Vaqueros Circle P.O. Box 1331 Watanabe Bldg., 1-4-2 P.O. Box 3014 Piscataway, NJ 08855-1331 Minami-Aoyama Los Alamitos, CA 90720-1314 Tel: + 1 732 981 0060 Minato-ku, Tokyo 107-0062 Tel: + 1 800 272 6657 Fax: + 1 732 981 9667 JAPAN Fax: + 1 714 821 4641 http://shop.ieee.org/store/ Tel: + 81 3 3408 3118 http://computer.org/cspress csbooks@computer.org customer-service@ieee.org Fax: + 81 3 3408 3553 tokyo.ofc@computer.org Individual paper REPRINTS may be ordered at: <reprints@computer.org> Editorial production by Randall Bilof Cover art production by Joe Daigle/Studio Productions        IEEE Computer Society Conference Publishing Services (CPS) http://www.computer.org/cps    2010 IEEE/WIC/ACMInternational Conferenceon Web IntelligenceTable of ContentsWelcome Message from the WI 2010 Conference Chairand Program Chair...........................................................................................................................................xivWI 2010 and IAT 2010 Conference Organization...........................................................................xixWI 2010 Program Committee Members..............................................................................................xxiiWI 2010 Non-Program Committee Reviewers...............................................................................xxviWI 2010 and IAT 2010 Joint Invited TalksWikipedia and How to Use It for Semantic Document Representation ..............................................................1Ian WittenGame Theory for Security: Lessons Learned from Deployed Applications .......................................................2Milind TambeThe Sensor Web: Unpredictable, Noisy and Loaded with Errors ........................................................................3Alan SmeatonIssues on Preference-Modelling and Personalization in Information Retrieval .................................................4Pasi GabriellaWhy Robots Are More Than Just Agents ................................................................................................................5Maria GiniWI FoundationsBees Swarm Optimization Based Approach for Web Information Retrieval .....................................................6Habiba Drias and Hadia MosteghanemiApproximate Representations in the Medical Domain ........................................................................................14Lawrence J. Mazlack WI 2010vReducing the Cold-Start Problem in Content Recommendationthrough Opinion Classification ..............................................................................................................................204Damien Poirier, Françoise Fessant, and Isabelle TellierImpact of One-Timer/N-Timer Object Classification on the Performanceof Web Cache Replacement Algorithms ..............................................................................................................208Saloua Messaoud Abid and Habib YoussefA Framework for Co-classification of Articles and Users in Wikipedia ........................................................212Lei Liu and Pang-Ning TanSemantics and Ontology EngineeringWEST: Weighted-Edge Based Similarity Measurement Tools for WordSemantics ..................................................................................................................................................................216Liang Dong, Pradip K. Srimani, and James Z. WangLinked Open Social Signals ...................................................................................................................................224Pablo N. Mendes, Alexandre Passant, Pavan Kapanipathi, and Amit P. ShethChem2Bio2RDF: A Linked Open Data Portal for Systems Chemical Biology .............................................232Bin Chen, Ying Ding, Huijun Wang, David J. Wild, Xiao Dong, Yuyin Sun, Qian Zhu,and Madhuvanthi SankaranarayananQuery Answering in Fuzzy Description Logics with Data Type Support ......................................................240Jingwei Cheng, Z.M. Ma, and Yu WangF-Logic#: Loosely Coupling F-Logic Rules and Ontologies ............................................................................248Stijn Heymans, Roman Korf, Michael Erdmann, Jörg Pührer, and Thomas EiterSemi-automatic Acquisition of Semantic Descriptions of Processes in the Web ..........................................256Julia Hoxha and Sudhir AgarwalOntology-Based Specific and Exhaustive User Profiles for ConstraintInformation Fusion for Multi-agents ....................................................................................................................264Xiaohui Tao, Yuefeng Li, Raymond Y.K. Lau, and Shlomo GevaBoosting Biomedical Entity Extraction by Using Syntactic Patternsfor Semantic Relation Discovery ..........................................................................................................................272Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, and Landon FowlesLearning a Large Scale of Ontology from Japanese Wikipedia .......................................................................279Susumu Tamagawa, Shinya Sakurai, Takuya Tejima, Takeshi Morita, Noriaki Izumi,and Takahira YamaguchiSemantic Graph Based Document-Indexing Strategy for MEDLINE .............................................................287William P. Taylor and James Z. WangLearning in Presence of Ontology Mapping Errors ............................................................................................291Neeraj Koul and Vasant HonavarTOK: A Meta-model and Ontology for Heterogeneous Terminological,Linguistic and Ontological Knowledge Resources .............................................................................................297Nizar Ghoula, Gilles Falquet, and Jacques GuyotviiiWelcome Message from the WI 2010  Conference Chair and Program Chair   We are pleased to give you a warm welcome to the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI 2010 and IAT 2010). On behalf of the WI 2010 and IAT 2010 Conference Committees, we would like to thank you for your participation and we do hope that you will enjoy the conference technical and social programs as well as our beautiful and lovely city, Toronto.  The WI 2010 and IAT 2010 conferences are sponsored and co-organized by the IEEE Computer Society Technical Committee on Intelligent Informatics (TCII), Web Intelligence Consortium, ACM SIGART, Information Retrieval and Knowledge Management Research Lab, School of Information Technology, and York University, Toronto, Canada. These conferences provide leading international collaborations for researchers and practitioners to present state-of-the-art research techniques and results. They will enable participants to cross-fertilize ideas among various domains through idea sharing and discussions on the underlying principles of various paradigms.  Web intelligence (WI) has been recognized as a valuable new direction for scientific research and development in the exploration of the fundamental roles as well as the practical impact of artificial intelligence (AI) (e.g., knowledge representation, knowledge discovery and data mining, social network intelligence) and advanced information technologies (IT) (e.g., wireless networks, ubiquitous devices, social networks, semantic Web, wisdom Web, and data/knowledge grids) on the next generation of Web-empowered products, systems, services and activities. It is one of the most the important as well as most promising IT research fields in the era of Web and agent intelligence.  The 2010 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2010) was held jointly with the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2010). The main topics considered at IEEE/WIC/ACM WI 2010 are as follows:  WI Foundations • Brain Informatics for WI • Human-Level WI • New Cognitively Inspired Models for WI • Granular Computing (GrC) for WI • Autonomy-Oriented Computing (AOC) for WI • Neuroeconomics for WI World Wide Wisdom Web (W4) • Meta-Knowledge Discovery and Representation • Problem Solver Markup Language (PSML) xiv• Web Crawling Systems • Search Engines and Meta-search Engines Intelligent Human/Web Interaction • Adaptive Web Interfaces • Context-Aware Computing • Learning User Profiles • Personalized Interfaces • Personalized Web Sites • Remembrance Agents • Multimedia Representation • Visualization of Information and Knowledge • Social and Psychological Issues Web Support Systems • Information Retrieval Support Systems • Web Site Navigation Support Systems • Recommender Support Systems • Web-Based Decision Support Systems • Soft Computing (including neural networks, fuzzy logic, evolutionary computation, rough sets, and granular computing) and Uncertainty Management for WI Intelligent e-Technology • Business Intelligence  • Intelligent Enterprise Portals • Web-Based Direct Marketing and CRM • Web-Based EDI • Digital Libraries • e-Publishing • e-Business and e-Commerce • e-Things and e-Activities • e-Finance • e-Learning • e-Medicine and e-Health • e-Science • e-Government • e-Community • Decentralized Community Communication Techniques • Web Security, Integrity, Privacy and Trust  WI 2010 and IAT 2010 received 505 submissions (313 papers for WI 2010 and 192 for IAT 2010) to the research and industry tracks from 46 countries and regions around the world. For WI 2010, 51 papers were accepted as regular papers and 66 papers were accepted as short xviipapers. For IAT 2010, 37 papers were accepted as regular papers and 41 papers were accepted as short papers. As a result, approximately 16% of the WI 2010 submissions were accepted as regular papers and 21% were accepted as short papers. For IAT 2010, around 19% of the submissions were accepted as regular papers and 21% were accepted as short papers. All submitted papers were reviewed by at least three program committee members, and any cases of conflict were further reviewed and resolved by one program vice chair and one program co-chair. There were a few borderline papers, which were re-reviewed by at least one additional program committee member and the program co-chairs.  It is impossible to organize a high-quality conference without the enormous support and expertise of many top class researchers and leaders. Our sincere thanks are due to all chairs, co-chairs, vice chairs, WIC advisory board members, WIC technical committee and  WI/IAT steering committee members, program committee members, reviewers, the conference secretariat, the conference web support team, and the cyber-chair for their wonderful contributions. In particular, we would like to acknowledge the generous help received from Ning Zhong, Vivian Hu, Jessie Zhao, Jun Miao, Ellis Lau, Dawid Kasperowicz, and Heather Bai. Our special thanks go to Dr. Juzhen Dong for her continuous support.  We are grateful to the following distinguished guest speakers for the delivery of the keynote/invited addresses:  • Professor Alan Smeaton, Dublin City University, Ireland • Professor Ian Witten, University of Waikato, New Zealand  • Professor Maria Gini, University of Minnesota, USA  • Professor Milind Tambe, University of Southern California, USA  • Professor Pasi Gabriella, Università degli Studi di Milano Bicocca, Italy   We wish to express our appreciation to the conference sponsors. We are grateful to the authors, presenters, and delegates for their contributions and participation. We wish to thank the staff at the IEEE Computer Society Press for their professional help and support in compiling the proceedings.    Xiangji Jimmy Huang        Nick Cercone General Program Chair       Conference Chair  xviii

Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents

Lau, Raymond Y.K.

Name not available

http://eprints.usq.edu.au/19090/3/WI2010.pdf

Ontology-based specific and exhaustive user profiles for constraint information fusion for multi-agents

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