Information Retrieval Technology

9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings

ISBN: 978-3-642-45067-9 (Print) 978-3-642-45068-6 (Online)

Table of contents (45 chapters)

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  1. Front Matter

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  2. IR Theory, Modeling, and Query Processing

    1. Metrics and Search Diversification

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        Pages 1-12

        Seven Numeric Properties of Effectiveness Metrics

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        Pages 13-24

        How Intuitive Are Diversified Search Metrics? Concordance Test Results for the Diversity U-Measures

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        Pages 25-37

        Estimating Intent Types for Search Result Diversification

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        Pages 38-49

        On Labelling Intent Types for Evaluating Search Result Diversification

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        Pages 50-61

        Snippet Generation by Identifying Attribute Associated Information

      Modeling, Ranking, and Query Processing

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        Pages 62-73

        Hyper-geometric Model for Information Retrieval Revisited

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        Pages 74-85

        A Nonparametric N-Gram Topic Model with Interpretable Latent Topics

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        Pages 86-96

        Extracting Categorical Topics from Tweets Using Topic Model

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        Pages 97-108

        Topic Assisted Fusion to Re-rank Texts for Multi-faceted Information Retrieval

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        Pages 109-120

        A Collaborative Document Ranking Model for a Multi-faceted Search

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        Pages 121-132

        Using Dempster-Shafer’s Evidence Theory for Query Expansion Based on Freebase Knowledge

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        Pages 133-144

        Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries

  3. Clustering, Classification, and Detection

    1. Clustering

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        Pages 145-155

        Clustering Short-Text Using Non-negative Matrix Factorization of Hadamard Product of Similarities

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        Pages 156-169

        Various Document Clustering Tasks Using Word Lists

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        Pages 170-180

        Clustering with Error-Estimation for Monitoring Reputation of Companies on Twitter

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        Pages 181-190

        Weighted Cumulative Voting-Based Aggregation Algorithm for Combining Multiple Clusterings of Chemical Structures

      Classification and Detection

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        Pages 191-202

        Learning to Classify Subjective Sentences from Multiple Domains Using Extended Subjectivity Lexicon and Subjective Predicates

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        Pages 203-214

        Duplicate News Story Detection Revisited

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        Pages 215-226

        A Composite Kernel Approach for Detecting Interactive Segments in Chinese Topic Documents

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        Pages 227-238

        Pornography Detection with the Wisdom of Crowds

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