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Information Retrieval Technology

10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Azizah Jaafar

    1. Institute of Visual Informatic, Universiti Kebangsaan Malaysia, Bangi, Malaysia

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  2. Nazlena Mohamad Ali

    1. Institute of Visual Informatics, Universiti Kebangsaan Malaysia, Bangi, Malaysia

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  3. Shahrul Azman Mohd Noah

    1. Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia

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  4. Alan F. Smeaton

    1. Insight Centre for Data Analytics, Dublin City University, Dublin, Ireland

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  5. Peter Bruza

    1. Information Systems, Queensland University of Technology, Brisbane, Australia

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  6. Zainab Abu Bakar

    1. Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia

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  7. Nursuriati Jamil

    1. Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia

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  8. Tengku Mohd Tengku Sembok

    1. Cyber Security Center, Universiti Pertahanan Nasional Malaysia, Kuala Lumpur, Malaysia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8870)

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

Included in the following conference series:

Conference proceedings info: AIRS 2014.

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Table of contents (42 papers)

  1. Front Matter

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  2. IR Applications

    1. Leveraging Deletion Neighborhoods and Trie for Efficient String Similarity Search and Join

      • Jia Cui, Dan Meng, Zhong-Tao Chen
      Pages 1-13

    2. Content-Based Medical Image Retrieval System for Infections and Fluids in Chest Radiographs

      • Wan Siti Halimatul Munirah Wan Ahmad, W Mimi Diyana W Zaki, Mohammad Faizal Ahmad Fauzi, Tan Wooi Haw
      Pages 14-23

    3. Topic-Focused Summarization of News Events Based on Biased Snippet Extraction and Selection

      • Pingping Lin, Shize Xu, Yan Zhang
      Pages 24-35

    4. Query Ambiguity Identification Based on User Behavior Information

      • Cheng Luo, Yiqun Liu, Min Zhang, Shaoping Ma
      Pages 36-47

  3. IR Evaluation, User Study and Interactive IR

    1. Revisiting the Evaluation of Diversified Search Evaluation Metrics with User Preferences

      • Fei Chen, Yiqun Liu, Zhicheng Dou, Keyang Xu, Yujie Cao, Min Zhang et al.
      Pages 48-59

    2. Hybrid Crowd-Machine Methods as Alternatives to Pooling and Expert Judgments

      • Christopher G. Harris, Padmini Srinivasan
      Pages 60-72

    3. How Do Sponsored Search Results Affect User Behavior in Web Search?

      • Zeyang Liu, Yiqun Liu, Min Zhang, Shaoping Ma
      Pages 73-85

    4. Is the First Query the Most Important: An Evaluation of Query Aggregation Schemes in Session Search

      • Dongyi Guan, Hui Yang
      Pages 86-99

    5. A Comparative Evaluation of 2D And 3D Visual Exploration of Document Search Results

      • Rafael E. Banchs
      Pages 100-111

  4. Multimedia IR

    1. Multi-resolution Shape-Based Image Retrieval Using Ridgelet Transform

      • Mas Rina Mustaffa, Fatimah Ahmad, Shyamala Doraisamy
      Pages 112-123

    2. Characteristics Classification of Durian Varieties Images for Knowledge Representation by Using Conceptual Graph

      • Nur Syafikah Ibrahim, Zainab Abu Bakar, Nurazzah Abd Rahman
      Pages 124-135

  5. IR Models and Theories

    1. Integrating Semantic Term Relations into Information Retrieval Systems Based on Language Models

      • Mohannad ALMasri, KianLam Tan, Catherine Berrut, Jean-Pierre Chevallet, Philippe Mulhem
      Pages 136-147

    2. Towards Risk-Aware Resource Selection

      • Ilya Markov, Mark Carman, Fabio Crestani
      Pages 148-159

    3. Personalizing Web Search Results Based on Subspace Projection

      • Jingfei Li, Dawei Song, Peng Zhang, Ji-Rong Wen, Zhicheng Dou
      Pages 160-171

    4. Aggregating Results from Multiple Related Queries to Improve Web Search over Sessions

      • Ashraf Bah, Ben Carterette
      Pages 172-183

    5. Modified Frequency-Based Term Weighting Scheme for Accurate Dark Web Content Classification

      • Thabit Sabbah, Ali Selamat
      Pages 184-196

  6. Web IR, Scalability and IR in Social Media

    1. Online Social Network Profile Linkage

      • Haochen Zhang, Min-Yen Kan, Yiqun Liu, Shaoping Ma
      Pages 197-208

    2. User Message Model: A New Approach to Scalable User Modeling on Microblog

      • Quan Wang, Jun Xu, Hang Li
      Pages 209-220

    3. Enhanced FastPFOR for Inverted Index Compression

      • S. Domnic, V. Glory
      Pages 221-229
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  1. Information Retrieval Technology

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About this book

This book constitutes the refereed proceedings of the 10th Information Retrieval Societies Conference, AIRS 2014, held in Kuching, Malaysia, in December 2014. The 42 full papers were carefully reviewed and selected from 110 submissions. Seven tracks were the focus of the AIR 2014 and they were IR models and theories; IR evaluation, user study and interactive IR; web IR, scalability and IR in social media; multimedia IR; natural language processing for IR; machine learning and data mining for IR and IR applications.

Editors and Affiliations

  • Institute of Visual Informatic, Universiti Kebangsaan Malaysia, Bangi, Malaysia

    Azizah Jaafar

  • Institute of Visual Informatics, Universiti Kebangsaan Malaysia, Bangi, Malaysia

    Nazlena Mohamad Ali

  • Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia

    Shahrul Azman Mohd Noah

  • Insight Centre for Data Analytics, Dublin City University, Dublin, Ireland

    Alan F. Smeaton

  • Information Systems, Queensland University of Technology, Brisbane, Australia

    Peter Bruza

  • Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia

    Zainab Abu Bakar, Nursuriati Jamil

  • Cyber Security Center, Universiti Pertahanan Nasional Malaysia, Kuala Lumpur, Malaysia

    Tengku Mohd Tengku Sembok

Bibliographic Information

  • Book Title: Information Retrieval Technology

  • Book Subtitle: 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings

  • Editors: Azizah Jaafar, Nazlena Mohamad Ali, Shahrul Azman Mohd Noah, Alan F. Smeaton, Peter Bruza, Zainab Abu Bakar, Nursuriati Jamil, … Tengku Mohd Tengku Sembok

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-12844-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-12843-6Published: 06 November 2014

  • eBook ISBN: 978-3-319-12844-3Published: 21 November 2014

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XX, 506

  • Number of Illustrations: 145 b/w illustrations

  • Topics: Information Storage and Retrieval, Database Management, Information Systems Applications (incl. Internet), Artificial Intelligence

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