2011 IEEE/WIC/ACM [PDF]

Modelling ..............................................................................................................

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2011 IEEE/WIC/ACM International Conferences on Web Intelligence

WI 2011 Table of Contents

WI 2011 Welcome Message from the Conference and Program Chairs.......................................................................................................xiii WI-IAT 2011 Conference Organization - WI 2011.............................................................................................................................................................xv WI 2011 Program Committee Members.................................................................................................xviii WI 2011 Non-Program Committee Reviewers........................................................................................xxii WI-IAT 2011 Demo Program Committee Members...................................................................................................................................................xxiii WI-IAT 2011 Industry Track Program Committee Members...............................................................................................................................xxiv WI 2011 Sponsors ....................................................................................................................................xxv

WI-IAT 2011 Joint Invited Talks A Sorted-Graph Unification Approach to the Semantic Web ........................................................................1 Hassan Aït-Kaci Influence Propagation in Social Networks: A Data Mining Perspective ........................................................2 Francesco Bonchi Development and Application of Rich Cognitive Models and the Role of Agent-Based Simulation for Policy Making ...............................................................................................3 Catholijn Jonker

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Governing Sociotechnical Systems ..............................................................................................................4 Munindar P. Singh

WIC Feature Talk Search beyond Traditional Probabilistic Information Retrieval .....................................................................5 Jimmy Huang

Herbert Simon Memoriam Talk From Information Agent to Social Agents: In Memory of Herbert Simon ......................................................6 Yuichiro Anzai

Web Information Retrieval and Filtering I Empirical Study on Rare Query Characteristics ...........................................................................................7 Ting Yao, Min Zhang, Yiqun Liu, Shaoping Ma, and Liyun Ru Phoneme Based Representation for Vietnamese Web Page Classification ..............................................15 Giang-Son Nguyen, Xiaoying Gao, and Peter Andreae What Makes a Phone a Business Phone - Querying Concepts in Product Data .......................................23 Silviu Homoceanu and Wolf-Tilo Balke Wrapper Generation for Overlapping Web Sources ...................................................................................32 Mirko Bronzi, Valter Crescenzi, Paolo Merialdo, and Paolo Papotti Web Information Retrieval Using Particle Swarm Optimization Based Approaches .................................................................................................................................................36 Habiba Drias

Web Information Retrieval and Filtering II Measuring Comprehensibility of Web Pages Based on Link Analysis .......................................................40 Kouichi Akamatsu, Nimit Pattanasri, Adam Jatowt, and Katsumi Tanaka Automatic Face Annotation in News Images by Mining the Web ...............................................................47 Eric Medvet, Alberto Bartoli, Giorgio Davanzo, and Andrea De Lorenzo Selecting Answers to Questions from Web Documents by a Robust Validation Process .......................................................................................................................................................55 A. Grappy, B. Grau, M-H. Falco, A-L. Ligozat, I. Robba, and A. Vilnat The Web as a Source of Evidence for Filtering Candidate Answers to Natural Language Questions ...................................................................................................................................63 Ludovic Bonnefoy, Patrice Bellot, and Michel Benoit A New Language Model Combining Single and Compound Terms ...........................................................67 Arezki Hammache, Rachid Ahmed-Ouamer, and Mohand Boughanem

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Web Information Retrieval and Filtering III A Hybrid Multi-criteria Semantic-Enhanced Collaborative Filtering Approach for Personalized Recommendations ...........................................................................................................71 Qusai Shambour and Jie Lu Pistis: A Privacy-Preserving Content Recommender System for Online Social Communities ...............................................................................................................................................79 Dongsheng Li, Qin Lv, Huanhuan Xia, Li Shang, Tun Lu, and Ning Gu Applying Multicriteria Algorithms to Restaurant Recommendation .............................................................87 Fernando Sanchez-Vilas, Jasur Ismoilov, Fabián P. Lousame, Eduardo Sanchez, and Manuel Lama Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems ......................................................................................................................................................92 Marcos Aurélio Domingues, Alípio Mário Jorge, and Carlos Soares With a Little Help from My Friends: Generating Personalized Book Recommendations Using Data Extracted from a Social Website ...............................................................96 Maria Soledad Pera and Yiu-Kai Ng Interweaving Trend and User Modeling for Personalized News Recommendation ......................................................................................................................................100 Qi Gao, Fabian Abel, Geert-Jan Houben, and Ke Tao

Web Information Retrieval and Filtering IV Informative Polythetic Hierarchical Ephemeral Clustering ........................................................................104 Gaël Dias, Guillaume Cleuziou, and David Machado Search Engine Query Clustering Using Top-k Search Results ................................................................112 Yuan Hong, Jaideep Vaidya, and Haibing Lu Classification Based on Specific Vocabulary ............................................................................................120 Jacques Savoy and Olena Zubaryeva Web Spam Detection by Exploring Densely Connected Subgraphs ........................................................124 Yutaka I. Leon-Suematsu, Kentaro Inui, Sadao Kurohashi, and Yutaka Kidawara

Web Information Retrieval and Filtering V Bipartite Graph Based Entity Ranking for Related Entity Finding .............................................................130 Lei Cao, Jiafeng Guo, and Xueqi Cheng Diversifying Product Review Rankings: Getting the Full Picture ..............................................................138 Ralf Krestel and Nima Dokoohaki

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A Text Similarity Meta-Search Engine Based on Document Fingerprints and Search Results Records ....................................................................................................................146 Felipe Bravo-Marquez, Gaston L'Huillier, Sebastián A. Ríos, and Juan D. Velásquez Interest and Evaluation of Aggregated Search .........................................................................................154 Arlind Kopliku, Firas Damak, Karen Pinel-Sauvagnat, and Mohand Boughanem

Semantics and Ontology Engineering I Fuzzy Reasoning over RDF Data Using OWL Vocabulary ......................................................................162 Chang Liu, Guilin Qi, Haofen Wang, and Yong Yu Approaches to Relating and Integrating Semantic Data from Heterogeneous Sources .....................................................................................................................................................170 John Keeney, Aidan Boran, Ivan Bedini, Christopher J. Matheus, and Peter F. Patel-Schneider ReDD-Observatory: Using the Web of Data for Evaluating the Research-Disease Disparity ...............................................................................................................178 Amrapali Zaveri, Ricardo Pietrobon, Sören Auer, Jens Lehmann, Michael Martin, and Timofey Ermilov From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System ..................................................................................186 Julia M. Taylor, Victor Raskin, and Christian F. Hempelmann Contrastive Reasoning with Inconsistent Ontologies ................................................................................191 Jun Fang, Zhisheng Huang, and Frank van Harmelen

Semantics and Ontology Engineering II Conceptual Indexing of Documents Using Wikipedia ...............................................................................195 Carlo Abi Chahine, Nathalie Chaignaud, Jean-Philippe Kotowicz, and Jean-Pierre Pécuchet Keyword-Driven SPARQL Query Generation Leveraging Background Knowledge ................................................................................................................................................203 Saeedeh Shekarpour, Sören Auer, Axel-Cyrille Ngonga Ngomo, Daniel Gerber, Sebastian Hellmann, and Claus Stadler Structure Discovery in Large Semantic Graphs Using Extant Ontological Scaling and Descriptive Semantics ..........................................................................................................211 Sinan al-Saffar, Cliff Joslyn, and Alan Chappell Discovering Relevant Topics Using DBPedia: Providing Non-obvious Recommendations ....................................................................................................................................219 Milan Stankovic, Werner Breitfuss, and Philippe Laublet

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Semantic Heterogeneity Measures of Unstructured P2P Systems ..........................................................223 Thomas Cerqueus, Sylvie Cazalens, and Philippe Lamarre

Web Mining and Farming I Predicting Next Search Actions with Search Engine Query Logs ............................................................227 Kevin Hsin-Yih Lin, Chieh-Jen Wang, and Hsin-Hsi Chen Alternative Approach to Tree-Structured Web Log Representation and Mining .......................................235 Fedja Hadzic and Michael Hecker Revealing Associations between Events and Their Characteristic Items .................................................243 Shin-ya Sato, Masami Takahashi, Tetsuya Nakamura, and Masato Matsuo Opinion Mining with Sentiment Graph ......................................................................................................249 Qi Zhang, Yuanbin Wu, Yan Wu, and Xuanjing Huang A Twofold-LDA Model for Customer Review Analysis ..............................................................................253 Nicola Burns, Yaxin Bi, Hui Wang, and Terry Anderson

Web Mining and Farming II Wiki-Watchdog: Anomaly Detection in Wikipedia Through a Distributional Lens .....................................257 Chrisil Arackaparambil and Guanhua Yan Comparison of Model-Based Learning Methods for Feature-Level Opinion Mining .......................................................................................................................................................265 Luole Qi and Li Chen Wikipedia Sets: Context-Oriented Related Entity Acquisition from Multiple Words ........................................................................................................................................................274 Masumi Shirakawa, Kotaro Nakayama, Takahiro Hara, and Shojiro Nishio Improving Retrieval of Future-Related Information in Text Collections ....................................................278 Kensuke Kanazawa, Adam Jatowt, and Katsumi Tanaka Recognizing Textual Entailment by Generality Using Informative Asymmetric Measures and Multiword Unit Identification to Summarize Ephemeral Clusters ......................................284 Gaël Dias, Sebastião Pais, Katarzyna Wegrzyn-Wolska, and Robert Mahl Using Web-Mining for Academic Measurement and Scholar Recommendation in Expert Finding System ..........................................................................................................................288 Chi-Jen Wu, Jen-Ming Chung, Cheng-Yu Lu, Hahn-Ming Lee, and Jan-Ming Ho

Social Networks and Ubiquitous Intelligence I Understanding Crowds’ Migration on the Web .........................................................................................292 Yong Wang, Komal Pal, and Aleksandar Kuzmanovic ETree: Effective and Efficient Event Modeling for Real-Time Online Social Media Networks ........................................................................................................................................300 Hansu Gu, Xing Xie, Qin Lv, Yaoping Ruan, and Li Shang ix

Opportunistic Information Flows through Strategic Social Link Establishment .........................................308 Florian Skopik, Daniel Schall, and Schahram Dustdar Exploring the Community Set Space ........................................................................................................316 Jerry Scripps Twitter Informatics: Tracking and Understanding Public Reaction during the 2009 Swine Flu Pandemic ..................................................................................................................320 Martin Szomszor, Patty Kostkova, and Connie St Louis

Social Networks and Ubiquitous Intelligence II SemTagP: Semantic Community Detection in Folksonomies ..................................................................324 Guillaume Erétéo, Fabien Gandon, and Michel Buffa Predicting Researchers’ Future Activities Using Visualization System for Co-authorship Networks ......................................................................................................................332 Takeshi Kurosawa and Yasufumi Takama Semdrops: A Social Semantic Tagging Approach for Emerging Semantic Data .....................................340 Diego Torres, Alicia Diaz, Hala Skaf-Molli, and Pascal Molli Dynamically Modeling Semantic Dependencies in Web Forum Threads .................................................348 Zhaochun Ren, Jun Ma, Gang Wang, Chaoran Cui, and Xiaohui Han Detecting Intent of Web Queries Using Questions and Answers in CQA Corpus ......................................................................................................................................................352 Soungwoong Yoon, Adam Jatowt, and Katsumi Tanaka

Social Networks and Ubiquitous Intelligence III FAST: Friends Augmented Search Techniques - System Design & Data-Management Issues .........................................................................................................................356 Christian von der Weth and Anwitaman Datta A Distributed Wiki System Based on Peer-to-Peer File Sharing Principles ..............................................364 Alexander Craig, Alan Davoust, and Babak Esfandiari A Decentralized and Robust Approach to Estimating a Probabilistic Mixture Model for Structuring Distributed Data ......................................................................................................372 Ali El Attar, Antoine Pigeau, and Marc Gelgon Expertise Prediction for Social Network Platforms to Encourage Knowledge Sharing .....................................................................................................................................................380 Nidhi Raj, Lipika Dey, and Bhakti Gaonkar "Read" More from Business Cards: Toward a Smart Social Contact Management System ................................................................................................................................384 Bin Guo, Daqing Zhang, and Dingqi Yang

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Web Services Evaluation of a Semi-automated Semantic Annotation Approach for Bootstrapping the Analysis of Large-Scale Web Service Networks ....................................................388 Shahab Mokarizadeh, Peep Küngas, and Mihhail Matskin Towards Semantics-Based Instantiation of Services ................................................................................396 Freddy Lécué Web Service Selection with Quantitative and Qualitative User Preferences ............................................404 Hongbing Wang and Weihong Liu Dependency and Entropy Based Impact Analysis for Service-Oriented System Evolution ...................................................................................................................................................412 Shuying Wang and Miriam A.M. Capretz Meerkat - A Dynamic Privacy Framework for Web Services ....................................................................418 Salah-Eddine Tbahriti, Brahim Medjahed, Zaki Malik, Chirine Ghedira, and Michael Mrissa

Intelligent Human-Web Interaction I Discovering User Interest on Twitter with a Modified Author-Topic Model ...............................................422 Zhiheng Xu, Long Ru, Liang Xiang, and Qing Yang A Multi-agent System Using Ontological User Profiles for Dynamic User Modelling ..................................................................................................................................................430 Ahmad Hawalah and Maria Fasli Cognitive Resource Aware Service Provisioning ......................................................................................438 Angel Jimenez-Molina and In-Young Ko Harvesting Wikipedia Knowledge to Identify Topics in Ongoing Natural Language Dialogs .....................................................................................................................................445 Alexa Breuing, Ulli Waltinger, and Ipke Wachsmuth Comparisons Instead of Ratings: Towards More Stable Preferences ......................................................451 Nicolas Jones, Armelle Brun, and Anne Boyer

Intelligent Human-Web Interaction II Clustering-Based Learning Approach for Ant Colony Optimization Model to Simulate Web User Behavior ................................................................................................................457 Pablo Loyola, Pablo E. Román, and Juan D. Velásquez ImpactWheel: Visual Analysis of the Impact of Online News ...................................................................465 Wei Wei, Nan Cao, Jon Atle Gulla, and Huamin Qu Summarization Meets Visualization on Online Social Networks ..............................................................475 Hans-Henning Gabriel, Myra Spiliopoulou, Emmanouela Stachtiari, and Athina Vakali

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Clustering and Visualizing Geographic Data Using Geo-tree ...................................................................479 Che-An Lu, Chin-Hui Chen, and Pu-Jen Cheng Combining the Best of Two Worlds: NLP and IR for Intranet Search .......................................................483 Suma Adindla and Udo Kruschwitz Improving PGP Web of Trust through the Expansion of Trusted Neighborhood ......................................489 Guibing Guo, Jie Zhang, and Julita Vassileva

Demo Track An Online Platform for Visualizing Lexical Networks ................................................................................495 Markus Lux, Jan Laußmann, Alexander Mehler, and Christian Menßen Babouk: Focused Web Crawling for Corpus Compilation and Automatic Terminology Extraction .............................................................................................................................497 Clément de Groc Intelligent Content-Based Privacy Assistant for Facebook .......................................................................499 Michal Jakob, Zbyněk Moler, Michal Pěchouček, and Roman Vaculín

Industry Track Extracting Named Entities at Web Scale for Competitive Intelligence .....................................................501 François Pouilloux Reperio: A Generic and Flexible Industrial Recommender System .........................................................502 Franck Meyer and Françoise Fessant A Hybrid System to Find & Fight Phishing Attacks Actively ......................................................................506 Hong Bo, Wang Wei, Wang Liming, Geng Guanggang, Xiao Yali, Li Xiaodong, and Mao Wei Author Index - WI 2011 ...........................................................................................................................510

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