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Knowledge Management and Acquisition for Intelligent Systems

14th Pacific Rim Knowledge Acquisition Workshop, PKAW 2016, Phuket, Thailand, August 22-23, 2016, Proceedings

  • Hayato Ohwada
  • Kenichi Yoshida
Conference proceedings PKAW 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9806)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9806)

Table of contents

  1. Front Matter
    Pages I-X
    PDF

  2. Knowledge Acquisition and Machine Learning

    1. Front Matter
      Pages 1-1
      PDF
    2. Abbreviation Identification in Clinical Notes with Level-wise Feature Engineering and Supervised Learning
      Thi Ngoc Chau Vo, Tru Hoang Cao, Tu Bao Ho
      Pages 3-17
    3. A New Hybrid Rough Set and Soft Set Parameter Reduction Method for Spam E-Mail Classification Task
      Masurah Mohamad, Ali Selamat
      Pages 18-30
    4. Combining Feature Selection with Decision Tree Criteria and Neural Network for Corporate Value Classification
      Ratna Hidayati, Katsutoshi Kanamori, Ling Feng, Hayato Ohwada
      Pages 31-42
    5. Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution
      Santosh Kumar, Xiaoying Gao, Ian Welch
      Pages 43-54
    6. Robust Modified ABC Variant (JA-ABC5b) for Solving Economic Environmental Dispatch (EED)
      Noorazliza Sulaiman, Junita Mohamad-Saleh, Abdul Ghani Abro
      Pages 55-67

  3. Knowledge Acquisition and Natural Language Processing

    1. Front Matter
      Pages 69-69
      PDF
    2. Enhanced Rules Application Order to Stem Affixation, Reduplication and Compounding Words in Malay Texts
      Mohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Zainal, Amirudin Abdul Wahab
      Pages 71-85
    3. Building a Process Description Repository with Knowledge Acquisition
      Diyin Zhou, Hye-Young Paik, Seung Hwan Ryu, John Shepherd, Paul Compton
      Pages 86-101
    4. Specialized Review Selection Using Topic Models
      Anh Duc Nguyen, Nan Tian, Yue Xu, Yuefeng Li
      Pages 102-114

  4. Knowledge Acquisition from Network and Big Data

    1. Front Matter
      Pages 115-115
      PDF
    2. Competition Detection from Online News
      Zhong-Yong Chen, Chien Chin Chen
      Pages 117-128
    3. Acquiring Seasonal/Agricultural Knowledge from Social Media
      Hiroshi Uehara, Kenichi Yoshida
      Pages 129-140
    4. Amalgamating Social Media Data and Movie Recommendation
      Maria R. Lee, Tsung Teng Chen, Ying Shun Cai
      Pages 141-152
    5. Predicting the Scale of Trending Topic Diffusion Among Online Communities
      Dohyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang
      Pages 153-165
    6. Finding Reliable Source for Event Detection Using Evolutionary Method
      Raushan Ara Dilruba, Mahmuda Naznin
      Pages 166-180

  5. Knowledge Acquisition and Applications

    1. Front Matter
      Pages 181-181
      PDF
    2. Knowledge Acquisition for Learning Analytics: Comparing Teacher-Derived, Algorithm-Derived, and Hybrid Models in the Moodle Engagement Analytics Plugin
      Danny Y. T. Liu, Deborah Richards, Phillip Dawson, Jean-Christophe Froissard, Amara Atif
      Pages 183-197
    3. Building a Mental Health Knowledge Model to Facilitate Decision Support
      Bo Hu, Boris Villazon Terrazas
      Pages 198-212
    4. Building a Working Alliance with a Knowledge Based System Through an Embodied Conversational Agent
      Deborah Richards, Patrina Caldwell
      Pages 213-227

  6. Short Papers

    1. Front Matter
      Pages 229-229
      PDF
    2. Improving Motivation in Survey Participation by Question Reordering
      Rohit Kumar Singh, Vorapong Suppakitpaisarn, Ake Osothongs
      Pages 231-240
    3. Workflow Interpretation via Social Networks
      Eui Dong Kim, Peter Busch
      Pages 241-250
    4. Integrating Symbols and Signals Based on Stream Reasoning and ROS
      Takeshi Morita, Yu Sugawara, Ryota Nishimura, Takahira Yamaguchi
      Pages 251-260
    5. Quality of Thai to English Machine Translation
      Séamus Lyons
      Pages 261-270
    6. Stable Matching in Structured Networks
      Ying Ling, Tao Wan, Zengchang Qin
      Pages 271-280
  7. Back Matter
    Pages 281-281
    PDF

About these proceedings

Introduction

This book constitutes the proceedings of the 14th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2016, held in Phuket, Thailand, in August 2016. The 16 full papers and 5 short papers included in this volume were carefully reviewed and selected from 61 initial submissions. They deal with knowledge acquisition and machine learning; knowledge acquisition and natural language processing; knowledge acquisition from network and big data; and knowledge acquisition and applications.

Keywords

genetic algorithm knowledge engineering machine learning recommender system Web mining

Editors and affiliations

  • Hayato Ohwada
    • 1
  • Kenichi Yoshida
    • 2
  1. 1.Tokyo University of Science NodaJapan
  2. 2.University of TsukubaTokyoJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-42706-5
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-42705-8
  • Online ISBN 978-3-319-42706-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site