Information Retrieval Technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009, Proceedings

ISBN-13: 9783642047688 / Angielski / Miękka / 2009 / 446 str.

Dawei Song;Chin-Yew Lin;Akiko Aizawa

Opis

Asia Information Retrieval Symposium (AIRS) 2009 was the ?fth AIRS conf- ence in the seriesestablished in 2004.The ?rst AIRS washeld in Beijing, China, the second in Jeju, Korea, the third in Singapore and the fourth in Harbin, China. The AIRS conferences trace their roots to the successful Information Retrieval with Asian Languages (IRAL) workshops, which started in 1996. The AIRS series aims to bring together international researchers and dev- opers to exchange new ideas and the latest results in information retrieval. The scope of the conference encompassed the theory and practice of all aspects of information retrieval in text, audio, image, video, and multimedia data. AIRS2009received82submissions, fromwhichwecarefullyselected18regular papers(22%)and20(24%)postersthroughadouble-blindreviewingprocess.We are pleased to report that the conference proceedings include contributions from not only Asian countries, but also from Finland, Italy, Australia, UK and USA. We are grateful to Elizabeth Liddy, chair of ACM SIGIR, for accepting to be the honorary conference chair, and to Hokkaido University for hosting the c- ference. We thank the Information Retrieval Facility, Microsoft Research Asia, Ricoh, Ltd., Global COE Program "Center for Next-Generation Information TechnologyBasedonKnowledgeDiscoveryandKnowledgeFederation" andS- poro International Communication Plaza Foundation for sponsoring the conf- ence, and Springer for publishing the conference proceedings as part of their Lecture Notes in Computer Science (LNCS) series. We also thank ACM SIGIR and IPSJ SIGFI for giving the conference an "in cooperation with" status.

Spis treści

Regular Papers.- Fully Automatic Text Categorization by Exploiting WordNet.- A Latent Dirichlet Framework for Relevance Modeling.- Assigning Location Information to Display Individuals on a Map for Web People Search Results.- Web Spam Identification with User Browsing Graph.- Metric and Relevance Mismatch in Retrieval Evaluation.- Test Collection-Based IR Evaluation Needs Extension toward Sessions – A Case of Extremely Short Queries.- Weighted Rank Correlation in Information Retrieval Evaluation.- Extractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain.- Using an Information Quality Framework to Evaluate the Quality of Product Reviews.- Automatic Extraction for Product Feature Words from Comments on the Web.- Image Sense Classification in Text-Based Image Retrieval.- A Subword Normalized Cut Approach to Automatic Story Segmentation of Chinese Broadcast News.- Japanese Spontaneous Spoken Document Retrieval Using NMF-Based Topic Models.- Finding ‘Lucy in Disguise’: The Misheard Lyric Matching Problem.- Selecting Effective Terms for Query Formulation.- Discovering Volatile Events in Your Neighborhood: Local-Area Topic Extraction from Blog Entries.- A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search.- Exploiting Sentence-Level Features for Near-Duplicate Document Detection.- Posters.- Language Models of Collaborative Filtering.- Efficient Text Classification Using Term Projection.- IPHITS: An Incremental Latent Topic Model for Link Structure.- Supervised Dual-PLSA for Personalized SMS Filtering.- Enabling Effective User Interactions in Content-Based Image Retrieval.- Improving Text Rankers by Term Locality Contexts.- Mutual Screening Graph Algorithm: A New Bootstrapping Algorithm for Lexical Acquisition.- Web Image Retrieval for Abstract Queries Using Text and Image Information.- Question Answering Based on Answer Trustworthiness.- Domain Specific Opinion Retrieval.- A Boosting Approach for Learning to Rank Using SVD with Partially Labeled Data.- Opinion Target Network and Bootstrapping Method for Chinese Opinion Target Extraction.- Automatic Search Engine Performance Evaluation with the Wisdom of Crowds.- A Clustering Framework Based on Adaptive Space Mapping and Rescaling.- Research on Lesk-C-Based WSD and Its Application in English-Chinese Bi-directional CLIR.- Searching Polyphonic Indonesian Folksongs Based on N-gram Indexing Technique.- Study on the Click Context of Web Search Users for Reliability Analysis.- Utilizing Social Relationships for Blog Popularity Mining.- S-node: A Small-World Navigation System for Exploratory Search.- Efficient Probabilistic Latent Semantic Analysis through Parallelization.

Blurb

This book constitutes the refereed proceedings of the 5th Asia Information Retrieval Symposium, AIRS 2009, held in Sapporo, Japan, in October 2009.

The 18 revised full papers and 20 revised poster papers presented were carefully reviewed and selected from 82 submissions. All current aspects of information retrieval - in theory and practice - are addressed; working with text, audio, image, video and multimedia data.