Information Retrieval Technology: 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010, Proceedings

Information Retrieval Technology: 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010, Proceedings

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Overview

Information Retrieval Technology: 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010, Proceedings by Pu-Jen Cheng

The Asia Information Retrieval Societies Conference (AIRS) 2010 was the sixth conference in the AIRS series,aiming to bring together international researchers and developers to exchange new ideas and the latest results in information - trieval. The scope of the conference encompassed the theory and practice of all aspects of information retrieval in text, audio, image, video, and multimedia data. AIRS 2010 continued the conference series that grew from the Information Retrieval with Asian Languages (IRAL) workshop series, started in 1996. It has become a mature venue for information retrieval work, ?nding support from the ACM Special Interest Group on Information Retrieval (SIGIR); the Association for Computational Linguistics and Chinese Language Processing (ACLCLP); ROCLING; and the Information Processing Society of Japan, Special Interest GrouponInformationFundamentals andAccess Technologies(IPSJSIG-IFAT). This year saw a sharp rise in the number of submissions over the previous year. A total of 120 papers were submitted, representing work by academics and practitioners not only from Asia, but also from Australia, Europe, North America, etc. The high quality of the work made it di?cult for the dedicated programcommitteetodecidewhichpaperstofeatureattheconference.Through adouble-blindreviewingprocess,26submissions(21%)wereacceptedasfulloral papers and 31 (25%) were accepted as short posters. The success of this conferencewas only possible with the support of allof the authorswho submitted papers for review, the programcommittee members who constructively assessedthe submissions, and the registered conference delegates. We thank them for their support of this conference, and for their long-term support of this Asian-centric venue for IR research and development.

Product Details

ISBN-13: 9783642171864
Publisher: Springer Berlin Heidelberg
Publication date: 01/14/2011
Series: Lecture Notes in Computer Science , #6458
Edition description: 2010
Pages: 627
Product dimensions: 0.00(w) x 0.00(h) x 0.04(d)

Table of Contents

Session 1 IR Models - I

Relevance Ranking Using Kernels Jun Xu Hang Li Chaoliang Zhong 1

Mining YouTube to Discover Extremist Videos, Users and Hidden Communities Ashish Sureka Ponnurangam Kumaraguru Atul Goyal Sidharth Chhabra 13

Title-Based Product Search - Exemplified in a Chinese E-commerce Portal Chien-Wen Chen Pu-Jen Cheng 25

Relevance Model Revisited: With Multiple Document Representations Ruey-Cheng Chen Chiung-Min Tsai Jieh Hsiang 37

Session 2 Machine Learning for IR - I

Multi-viewpoint Based Similarity Measure and Optimality Criteria for Document Clustering Duc Thang Nguyen Lihui Chen Chee Keong Chan 49

A Text Classifier with Domain Adaptation for Sentiment Classification Wei Chen Jingyu Zhou 61

Session 3 User Studies and Evaluation

Effective Time Ratio: A Measure for Web Search Engines with Document Snippets Jing He Baihan Shu Xiaoming Li Hongfei Yan 73

Investigating Characteristics of Non-click Behavior Using Query Logs Ting Yao Min Zhang Yiqun Liu Shaoping Ma Yongfeng Zhang Liyun Ru 85

Score Estimation, Incomplete Judgments, and Significance Testing in IR Evaluation Sri Devi Ravana Alistair Moffat 97

Poster Session

Multi-Search: A Meta-search Engine Based on Multiple Ontologies Mohammed Maree Saadat M. Alhashmi Mohammed Belkhatir Hidayat Hidayat Bashar Tahayna 110

Co-HITS-Ranking Based Query-Focused Multi-document Summarization Po Hu Donghong Ji Chong Teng 121

Advanced Training Set Construction for Retrieval in Historic Documents Andrea Ernst-Gerlach Norbert Fuhr 131

Ontology-Driven Semantic Digital Library Shahrul Azman Noah Nor Afni Raziah Alias Nurul Aida Osman Zuraidah Abdullah Nazlia Omar Yazrina Yahya Maryati Mohd Yusof 141

Revisiting Rocchio's Relevance Feedback Algorithm for Probabilistic Models Zheng Ye Ben He Xiangji Huang Hongfei Lin 151

When Two Is Better Than One: A Study of Ranking Paradigms and Their Integrations for Subtopic Retrieval Teerapong Leelanupab Guido Zuccon Joemon M. Jose 162

Connecting Qualitative and Quantitative Analysis of Web Search Process: Analysis Using Search Units Hitomi Saito Masao Takaku Yuka Egusa Hitoshi Terai Makiko Miwa Noriko Kando 173

Transliteration Retrieval Model for Cross Lingual Information Retrieval Ea-Ee Jan Shih-Hsiang Lin Berlin Chen 183

The Role of Lexical Ontology in Expanding the Semantic Textual Content of On-Line News Images Shahrul Azman Noah Datul Aida Ali 193

Order Preserved Cost-Sensitive Listwise Approach in Learning to Rank Min Lu MaoQiang Xie Yang Wang Jie Liu YaLou Huang 203

Pseudo-relevance Feedback Based on mRMR Criteria Yuanbin Wu Qi Zhang Yaqian Zhou Xuanjing Huang 211

An Integrated Deterministic and Nondeterministic Inference Algorithm for Sequential Labeling Yu-Chieh Wu Yue-Shi Lee Jie-Chi Yang Show-Jane Yen 221

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies Zhiyuan Liu Chuan Shi Maosong Sun 231

Effectively Leveraging Entropy and Relevance for Summarization Wenjuan Luo Fuzhen Zhuang Qing He Zhongzhi Shi 241

Machine Learning Approaches for Modeling Spammer Behavior Saiful Islam Abdullah Al Mahmud Rafiqul Islam 251

Research of Sentiment Block Identification for Customer Reviews Based on Conditional Random Fields Lei Jiang Yuanchao Liu Bingquan Liu Chengjie Sun Xiaolong Wang 261

Semantic Relation Extraction Based on Semi-supervised Learning Haibo Li Yutaka Matsuo Mitsuru Ishizuka 270

Corpus-Based Arabic Stemming Using N-Grams Abdelaziz Zitouni Asma Damankesh Foroogh Barakati Maha Atari Mohamed Watfa Farhad Oroumchian 280

Analysis and Algorithms for Stemming Inversion Ingo Feinerer 290

Top-Down and Bottom-Up: A Combined Approach to Slot Filling Zheng Chen Suzanne Tamang Adam Lee Xiang Li Marissa Passantino Heng Ji 300

Relation Extraction between Related Concepts by Combining Wikipedia and Web Information for Japanese Language Masumi Shirakawa Kotaro Nakayama Eiji Aramaki Takahiro Hara Shojiro Nishio 310

A Chinese Sentence Compression Method for Opinion Mining Shi Feng Daling Wang Ge Yu Binyang Li Kam-Fai Wong 320

Relation Extraction in Vietnamese Text Using Conditional Random Fields Rathany Chan Sam Huong Thanh Le Thuy Thanh Nguyen Minh Trinh 330

A Sparse L2-Regularized Support Vector Machines for Large-Scale Natural Language Learning Yu-Chieh Wu Yue-Shi Lee Jie-Chi Yang Show-Jane Yen 340

An Empirical Comparative Study of Manual Rule-Based and Statistical Question Classifiers on Heterogeneous Unseen Data Cheng-Wei Lee Min-Yuh Day Wen-Lian Hsu 350

Constructing Blog Entry Classifiers Using Blog-Level Topic Labels Ken Hagiwara Hiroya Takamura Manabu Okumura 360

Finding Hard Questions by Knowledge Gap Analysis in Question Answer Communities Ying-Liang Chen Hung-Yu Kao 370

Exploring the Visual Annotatability of Query Concepts for Interactive Cross-Language Information Retrieval Yoshihiko Hayashi Masaaki Nagata Bora Savas 379

A Diary Study-Based Evaluation Framework for Mobile Information Retrieval Ourdia Bouidghaghen Lynda Tamine Mohand Boughanem 389

Dynamics of Genre and Domain Intents Shanu Sushmita Benjamin Piwowarski Mounia Lalmas 399

Query Recommendation Considering Search Performance of Related Queries Yufei Xue Yiqun Liu Tong Zhu Min Zhang Shaoping Ma Liyun Ru 410

Session 4 NLP for IR - I

A Local Generative Model for Chinese Word Segmentation Kaixu Zhang Maosong Sun Ping Xue 420

Re-ranking Summaries Based on Cross-Document Information Extraction Heng Ji Juan Liu Benoit Favre Dan Gillick Dilek Hakkani-Tur 432

A Two-Stage Algorithm for Domain Adaptation with Application to Sentiment Transfer Problems Qiong Wu Songbo Tan Miyi Duan Xueqi Cheng 443

Domain-Specific Term Rankings Using Topic Models Zhiyuan Liu Maosong Sun 454

Learning Chinese Polarity Lexicons by Integration of Graph Models and Morphological Features Bin Lu Yan Song Xing Zhang Benjamin K. Tsou 466

Session 5 Machine Learning for IR - II

Learning to Rank with Supplementary Data Wenkui Ding Tao Qin Xu-Dong Zhang 478

Event Recognition from News Webpages through Latent Ingredients Extraction Rui Yan Yu Li Yan Zhang Xiaoming Li 490

Tuning Machine-Learning Algorithms for Battery-Operated Portable Devices Ziheng Lin Yan Gu Samarjit Chakraborty 502

Session 6 IR Models - II

A Unified Iterative Optimization Algorithm for Query Model and Ranking Refinement Yunping Huang Le Sun Jian-Yun Nie 514

A Study of Document Weight Smoothness in Pseudo Relevance Feedback Peng Zhang Dawei Song Xiaochao Zhao Yuexian Hou 527

Modeling Variable Dependencies between Characters in Chinese Information Retrieval Lixin Shi Jian-Yun Nie 539

Session 7 Web and QA

Mining Parallel Documents across Web Sites Pham Ngoc Khanh Ho Tu Bao 552

A Revised SimRank Approach for Query Expansion Yunlong Ma Hongfei Lin Song Jin 564

Improving Web-Based OOV Translation Mining for Query Translation Yun Dong Ge Yu Hong Jian Min Yao Qiao Ming Zhu 576

On a Combination of Probabilistic and Boolean IR Models for Question Answering Masaharu Yoshioka 588

Session 8 Multimedia

Emotion Tag Based Music Retrieval Algorithm Jing Li Hongfei Lin Lijuan Zhou 599

An Aesthetic-Based Approach to Re-ranking Web Images Shao-Hang Kao Wei-Yen Day Pu-Jen Cheng 610

Author Index 625

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