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Information Retrieval Technology

4th Asia Information Retrieval Symposium, AIRS 2008, Harbin, China, January 15-18, 2008, Revised Selected Papers

  • Conference proceedings
  • © 2008

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Editors:
  1. Hang Li
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  2. Ting Liu
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  3. Wei-Ying Ma
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  4. Tetsuya Sakai
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  5. Kam-Fai Wong
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  6. Guodong Zhou
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4993)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: AIRS 2008.

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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 4th Asia Information Retrieval Symposium, AIRS 2008, held in Harbin, China, in May 2008. The 39 revised full papers and 43 revised poster papers presented were carefully reviewed and selected from 144 submissions. All current issues in information retrieval are addressed: applications, systems, technologies and theoretical aspects of information retrieval in text, audio, image, video and multi-media data. The papers are organized in topical sections on IR models image retrieval, text classification, chinese language processing, text processing, application of IR, machine learning, taxonomy, IR methods, information extraction, summarization, multimedia, Web IR, and text clustering.

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Table of contents (82 papers)

  1. Front Matter

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  2. Session 1A: IR Models

    1. Improving Expertise Recommender Systems by Odds Ratio

      • Zhao Ru, Jun Guo, Weiran Xu
      Pages 1-9

    2. Exploring the Stability of IDF Term Weighting

      • Xin Fu, Miao Chen
      Pages 10-21

    3. Completely-Arbitrary Passage Retrieval in Language Modeling Approach

      • Seung-Hoon Na, In-Su Kang, Ye-Ha Lee, Jong-Hyeok Lee
      Pages 22-33

  3. Session 1B: Image Retrieval

    1. Semantic Discriminative Projections for Image Retrieval

      • He-Ping Song, Qun-Sheng Yang, Yin-Wei Zhan
      Pages 34-43

    2. Comparing Dissimilarity Measures for Content-Based Image Retrieval

      • Haiming Liu, Dawei Song, Stefan Rüger, Rui Hu, Victoria Uren
      Pages 44-50

    3. A Semantic Content-Based Retrieval Method for Histopathology Images

      • Juan C. Caicedo, Fabio A. Gonzalez, Eduardo Romero
      Pages 51-60

  4. Session 1C: Text Classification

    1. Integrating Background Knowledge into RBF Networks for Text Classification

      • Eric P. Jiang
      Pages 61-70

    2. An Extended Document Frequency Metric for Feature Selection in Text Categorization

      • Yan Xu, Bin Wang, JinTao Li, Hongfang Jing
      Pages 71-82

    3. Smoothing LDA Model for Text Categorization

      • Wenbo Li, Le Sun, Yuanyong Feng, Dakun Zhang
      Pages 83-94

  5. Session 1D: Chinese Language Processing

    1. Fusion of Multiple Features for Chinese Named Entity Recognition Based on CRF Model

      • Yuejie Zhang, Zhiting Xu, Tao Zhang
      Pages 95-106

    2. Semi-joint Labeling for Chinese Named Entity Recognition

      • Chia-Wei Wu, Richard Tzong-Han Tsai, Wen-Lian Hsu
      Pages 107-116

    3. On the Construction of a Large Scale Chinese Web Test Collection

      • Hongfei Yan, Chong Chen, Bo Peng, Xiaoming Li
      Pages 117-128

  6. Session 1E: Text Processing

    1. Topic Tracking Based on Keywords Dependency Profile

      • Wei Zheng, Yu Zhang, Yu Hong, Jili Fan, Ting Liu
      Pages 129-140

    2. A Dynamic Programming Model for Text Segmentation Based on Min-Max Similarity

      • Na Ye, Jingbo Zhu, Yan Zheng, Matthew Y. Ma, Huizhen Wang, Bin Zhang
      Pages 141-152

    3. Pronoun Resolution with Markov Logic Networks

      • Ki Chan, Wai Lam
      Pages 153-164

  7. Session 1F: Application of IR

    1. Job Information Retrieval Based on Document Similarity

      • Jingfan Wang, Yunqing Xia, Thomas Fang Zheng, Xiaojun Wu
      Pages 165-175

    2. Discrimination of Ventricular Arrhythmias Using NEWFM

      • Zhen-Xing Zhang, Sang-Hong Lee, Joon S. Lim
      Pages 176-183

  8. Session 2A: Machine Learning

    1. Efficient Feature Selection in the Presence of Outliers and Noises

      • Shuang-Hong Yang, Bao-Gang Hu
      Pages 184-191

    2. Domain Adaptation for Conditional Random Fields

      • Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu
      Pages 192-202
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