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Knowledge Management and Acquisition for Intelligent Systems

12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Kuching, Malaysia, September 5-6, 2012. Proceedings

  • Deborah Richards
  • Byeong Ho Kang
Conference proceedings PKAW 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7457)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7457)

Table of contents

  1. Front Matter
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  2. KA Issues and Evaluation

    1. Constraints Dependent T-Way Test Suite Generation Using Harmony Search Strategy
      AbdulRahman A. Al-Sewari, Kamal Z. Zamli
      Pages 1-11
    2. Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique
      Siti Hajar Othman, Ghassan Beydoun
      Pages 12-27
    3. Perceptual Evaluation of Automatic 2.5D Cartoon Modelling
      Fengqi An, Xiongcai Cai, Arcot Sowmya
      Pages 28-42
    4. Automatic Acquisition of User Models of Interaction to Evaluate the Usability of Virtual Environments
      Nader Hanna, Deborah Richards, Michael J. Jacobson
      Pages 43-57
    5. User-Centric Recommendation-Based Approximate Information Retrieval from Marine Sensor Data
      Zhao Chen, Md. Sumon Shahriar, Byeong Ho Kang
      Pages 58-72
    6. Addressing Challenges for Knowledge Discovery from Data in the Domain of Seaport Integration
      Ana Ximena Halabi Echeverry, Deborah Richards
      Pages 73-85
    7. Data Envelopment Analysis for Evaluating Knowledge Acquisition and Creation
      Chuen Tse Kuah, Kuan Yew Wong
      Pages 86-93

  3. Language, Text and Image Processing

    1. A High-Order Hidden Markov Model for Emotion Detection from Textual Data
      Dung T. Ho, Tru H. Cao
      Pages 94-105
    2. A Lazy Man’s Way to Part-of-Speech Tagging
      Norshuhani Zamin, Alan Oxley, Zainab Abu Bakar, Syed Ahmad Farhan
      Pages 106-117
    3. Knowledge Acquisition for Categorization of Legal Case Reports
      Filippo Galgani, Paul Compton, Achim Hoffmann
      Pages 118-132
    4. Extraction of How-to Type Question-Answering Sentences Using Query Sets
      Kyohei Ishikawa, Hayato Ohwada
      Pages 133-139
    5. Image Indexing and Retrieval with Pachinko Allocation Model: Application on Local and Global Features
      Ahmed Boulemden, Yamina Tlili
      Pages 140-146

  4. Incremental Knowledge Acquisition

    1. Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules
      Andrei Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert Jelinek
      Pages 147-159
    2. Improving Open Information Extraction for Informal Web Documents with Ripple-Down Rules
      Myung Hee Kim, Paul Compton
      Pages 160-174
    3. Ripple-Down Rules with Censored Production Rules
      Yang Sok Kim, Paul Compton, Byeong Ho Kang
      Pages 175-187
    4. RM and RDM, a Preliminary Evaluation of Two Prudent RDR Techniques
      Omaru Maruatona, Peter Vamplew, Richard Dazeley
      Pages 188-194

  5. Agent Based Knowledge Acquisition and Management

    1. Planning Children’s Stories Using Agent Models
      Karen Ang, Ethel Ong
      Pages 195-208
    2. A Framework for a Multi-agent Collaborative Virtual Learning Environment (MACVILLE) Based on Activity Theory
      Nader Hanna, Deborah Richards
      Pages 209-220
    3. Emergence of Personal Knowledge Management Processes within Multi-agent Roles
      Shahrinaz Ismail, Mohd Sharifuddin Ahmad
      Pages 221-228

  6. Ontology-Based Approaches

    1. Towards an Ontology-Based Approach to Knowledge Management of Graduate Attributes in Higher Education
      Amara Atif, Peter Busch, Deborah Richards
      Pages 229-243
    2. Commonsense Knowledge Acquisition through Children’s Stories
      Roland Christian Chua Jr., Ethel Ong
      Pages 244-250
    3. Externalizing Senses of Worth in Medical Service Based on Ontological Engineering
      Taisuke Ogawa, Mitsuru Ikeda, Muneou Suzuki, Kenji Araki
      Pages 251-257

  7. Web 2.0 Methods and Applications

    1. Crowd-Sourced Knowledge Bases
      Yang Sok Kim, Byeong Ho Kang, Seung Hwan Ryu, Paul Compton, Soyeon Caren Han, Tim Menzies
      Pages 258-271
    2. Social Issue Gives You an Opportunity: Discovering the Personalised Relevance of Social Issues
      Soyeon Caren Han, Hyunsuk Chung
      Pages 272-284
    3. Identifying Important Factors for Future Contribution of Wikipedia Editors
      Yutaka Yoshida, Hayato Ohwada
      Pages 285-297
    4. Network Analysis of Three Twitter Functions: Favorite, Follow and Mention
      Shoko Kato, Akihiro Koide, Takayasu Fushimi, Kazumi Saito, Hiroshi Motoda
      Pages 298-312
    5. User-Oriented Product Search Based on Consumer Values and Lifestyles
      Hesam Ziaei, Wayne Wobcke, Anna Wong
      Pages 313-327
    6. Extracting Communities in Networks Based on Functional Properties of Nodes
      Takayasu Fushimi, Kazumi Saito, Kazuhiro Kazama
      Pages 328-334
    7. Revealing and Trending the Social Knowledge Studies
      Maria R. Lee, Tsung Teng Chen
      Pages 335-342
    8. Workflow Knowledge Sharing through Social Networks
      Peter Busch, Amireh Amirmazaheri
      Pages 343-349

  8. Other Applications

    1. Identifying Characteristics of Seaports for Environmental Benchmarks Based on Meta-learning
      Ana Ximena Halabi Echeverry, Deborah Richards, Ayse Bilgin
      Pages 350-363
    2. A Situated Experiential Learning System Based on a Real-Time 3D Virtual Studio
      Mihye Kim, Ji-Seong Jeong, Chan Park, Rae-Hyun Jang, Kwan-Hee Yoo
      Pages 364-371
  9. Back Matter
    PDF

About these proceedings

Introduction

This book constitutes the proceedings of the 12th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2012, held in Kuching, Malaysia, in September 2012.
The 21 full papers and 11 short papers included in this volume were carefully reviewed and selected from 141 papers. They deal with knoweldge acquisition issues and evaluation; language, text and image processing; incremental knowledge acquisition; agent based knowledge acquisition and management; ontology-based approaches; WEB 2.0 methods and applications; and other applications.

Keywords

knowledge discovery multi-agent systems semantic Web social Web social networks

Editors and affiliations

  • Deborah Richards
    • 1
  • Byeong Ho Kang
    • 2
  1. 1.Department of ComputingMacquarie UniversityNorth RydeAustralia
  2. 2.School of Computing and Information SystemsUniversity of TasmaniaHobartAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-32541-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-32540-3
  • Online ISBN 978-3-642-32541-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site