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Knowledge Management and Acquisition for Smart Systems and Services

13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014, Gold Cost, QLD, Australia, December 1-2, 2014, Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Yang Sok Kim

    1. University of Tasmania, Hobart, Australia

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  2. Byeong Ho Kang

    1. University of Tasmania, Hobart, Australia

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    You can also search for this editor in PubMed   Google Scholar

  3. Deborah Richards

    1. Department of Computing, Faculty of Science, Macquarie University, Sydney, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8863)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: PKAW 2014.

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Table of contents (22 papers)

  1. Front Matter

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  2. Machine Learning and Data Mining

    1. Academic Performance in a 3D Virtual Learning Environment: Different Learning Types vs. Different Class Types

      • Nader Hanna, Deborah Richards, Michael J. Jacobson
      Pages 1-15

    2. The Performance of Objective Functions for Clustering Categorical Data

      • Zhengrong Xiang, Md Zahidul Islam
      Pages 16-28

    3. Modeling of Operating Photovoltaic Module Temperature Using Hybrid Cuckoo and Artificial Neural Network

      • Shahril Irwan Sulaiman, Nur Zahidah Zainol, Zulkifli Othman, Hedzlin Zainuddin
      Pages 29-37

    4. l p -norm Multiple Kernel Learning with Diversity of Classes

      • Dayin Zhang, Hui Xue
      Pages 38-47

    5. Design of Technology Value Analysis System Based on Patent Big Data

      • Youngkon Lee, Ukhyun Lee
      Pages 48-58

  3. Incremental Knowledge Acquisition

    1. Problems Detected by a Ripple-Down Rules Based Medication Review Decision Support System: Are They Relevant?

      • Ivan Bindoff, Colin Curtain, Gregory Peterson, Juanita Westbury, Tristan Ling
      Pages 59-68

    2. Incremental Schema Mapping

      • Sarawat Anam, Yang Sok Kim, Qing Liu
      Pages 69-83

    3. Linked Production Rules: Controlling Inference with Knowledge

      • Paul Compton, Yang Sok Kim, Byeong Ho Kang
      Pages 84-98

    4. Using a Domain Expert in Semi-supervised Learning

      • Angela Finlayson, Paul Compton
      Pages 99-111

  4. Web-Based Techniques and Applications

    1. Impacts of Linked URLs in Social Media

      • Kyongho Min, William H. Wilson, Yoo-Jin Moon
      Pages 112-125

    2. Twitter Trending Topics Meaning Disambiguation

      • Soyeon Caren Han, Hyunsuk Chung, Do Hyeong Kim, Sungyoung Lee, Byeong Ho Kang
      Pages 126-137

    3. Utilizing Customers’ Purchase and Contract Renewal Details to Predict Defection in the Cloud Software Industry

      • Niken Prasasti Martono, Katsutoshi Kanamori, Hayato Ohwada
      Pages 138-149

    4. Multi-robot Coordination Based on Ontologies and Semantic Web Service

      • Yuichiro Mori, Yuhei Ogawa, Akatsuki Hikawa, Takahira Yamaguchi
      Pages 150-164

  5. Domain Specific Knowledge Acquisition Methods and Application

    1. Towards Management of the Data and Knowledge Needed for Port Integration: An Initial Ontology

      • Ana Ximena Halabi-Echeverry, Deborah Richards
      Pages 165-179

    2. Cultivation Planning Application to Enhance Decision Making among Sri Lankan Farmers

      • Tamara Ginige, Deborah Richards, Michael Hitchens
      Pages 180-194

    3. Extracting Conceptual Relations from Children’s Stories

      • Briane Paul Samson, Ethel Ong
      Pages 195-208

    4. Interpreting Overlaps in Business Process Mapping via Organisational Soft Knowledge Flows

      • Alis Keshishi, Peter Busch
      Pages 209-222

    5. Building a Vietnamese SentiWordNet Using Vietnamese Electronic Dictionary and String Kernel

      • Xuan-Son Vu, Hyun-Je Song, Seong-Bae Park
      Pages 223-235

  6. Regular Short Papers

    1. Estimating Network Structure from Anonymous Ego-centric Information

      • Takayasu Fushimi, Kazumi Saito, Kazuhiro Kazama
      Pages 236-245
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  1. Knowledge Management and Acquisition for Smart Systems and Services

Keywords

About this book

This book constitutes the proceedings of the 13th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2014, held in Gold Cost, Qld, Australia, in December 2014. The 18 full papers and 4 short papers included in this volume were carefully reviewed and selected from 69 initial submissions. They deal with knowledge acquisition, expert systems, intelligent agents, ontology engineering, foundations of artificial intelligence, machine learning, data mining, Web mining, information systems, Web and other applications.

Editors and Affiliations

  • University of Tasmania, Hobart, Australia

    Yang Sok Kim, Byeong Ho Kang

  • Department of Computing, Faculty of Science, Macquarie University, Sydney, Australia

    Deborah Richards

Bibliographic Information

  • Book Title: Knowledge Management and Acquisition for Smart Systems and Services

  • Book Subtitle: 13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014, Gold Cost, QLD, Australia, December 1-2, 2014, Proceedings

  • Editors: Yang Sok Kim, Byeong Ho Kang, Deborah Richards

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-13332-4

  • Publisher: Springer Cham

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

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-13331-7Published: 06 November 2014

  • eBook ISBN: 978-3-319-13332-4Published: 06 November 2014

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 279

  • Number of Illustrations: 95 b/w illustrations

  • Topics: Computer Science, general

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