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Advanced Approaches to Intelligent Information and Database Systems

  • Book
  • © 2014

Overview

Editors:
  1. Janusz Sobecki

    1. Institute of Informatics, Wroclaw University of Technology, Wrocław, Poland

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  2. Veera Boonjing

    1. Faculty of Science Department of Computer Science, KMITL, Bangkok, Thailand

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  3. Suphamit Chittayasothorn

    1. Faculty of Engineering, Department of Computer Engineering, King Mongkut’s Institute of Technology Ladkrabang (KMITL), Bangkok, Thailand

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  • Latest research on Intelligent Information and Database Systems
  • This book is inspired by the 6th Asian Conference on Intelligent
  • Information and Database Systems held April 7 - 9, 2014, Bangkok, Thailand
  • Recent results on technologies and applications of intelligent information and database systems

Part of the book series: Studies in Computational Intelligence (SCI, volume 551)

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About this book

This book consists of 35 chapters presenting different theoretical and practical aspects of Intelligent Information and Database Systems. Nowadays both Intelligent and Database Systems are applied in most of the areas of human activities which necessitates further research in these areas. In this book various interesting issues related to the intelligent information models and methods as well as their advanced applications, database systems applications, data models and their analysis and digital multimedia methods and applications are presented and discussed both from the practical and theoretical points of view. The book is organized in four parts devoted to intelligent systems models and methods, intelligent systems advanced applications, database systems methods and applications and multimedia systems methods and applications. The book will be interesting for practitioners and researchers, especially graduate and PhD students of information technology and computer science, as well more experienced academics and specialists interested in developing and verification of intelligent information, database and multimedia systems models, methods and applications. The readers of this volume are enabled to find many inspiring ideas and motivating practical examples that will help them in the current and future work.

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Table of contents (35 chapters)

  1. Front Matter

    Pages 1-9
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  2. Intelligent Systems Models and Methods

    1. Front Matter

      Pages 1-1
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    2. Towards Intention, Contextual and Social Based Recommender System

      • Romain Picot-Clémente, Cécile Bothorel, Philippe Lenca
      Pages 3-13

    3. Improved Negative Selection Algorithm with Application to Email Spam Detection

      • Ismaila Idris, Ali Selamat
      Pages 15-24

    4. Random Forest of Oblique Decision Trees for ERP Semi-automatic Configuration

      • Thanh-Nghi Do, Sorin Moga, Philippe Lenca
      Pages 25-34

    5. A Novel Conflict Resolution Strategy in Multi-agent Systems: Concept and Model

      • Ghusoon Salim Basheer, Mohd Sharifuddin Ahmad, Alicia Y. C. Tang, Azhana Ahmad, Mohd Zaliman Mohd. Yusoff, Salama A. Mostafa
      Pages 35-45

    6. Cost-Driven Active Learning with Semi-Supervised Cluster Tree for Text Classification

      • Zhaocai Sun, Yunming Ye, Yan Li, Shengchun Deng, Xiaolin Du
      Pages 47-57

    7. Parameter Estimation of Non-linear Models Using Adjoint Sensitivity Analysis

      • Krzysztof Łakomiec, Krzysztof Fujarewicz
      Pages 59-68

    8. The Effect of Electronic Word-of-Mouth, Customer Expectations, and Emotions on Intention to Take Low Cost Airlines

      • Chia-Ko Lee, Yi-Chih Lee, Yuh-Shy Chuang, Wei-Li Wu
      Pages 69-75

  3. Intelligent Systems Advanced Applications

    1. Front Matter

      Pages 77-77
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    2. ETOMA: A Multi-Agent Tool for Shop Scheduling Problems

      • S. Bouzidi-Hassini, S. Bourahla, Y. Saboun, F. Benbouzid-Sitayeb, S. Khelifati
      Pages 79-88

    3. Forecasting Stock Market Indices Using RVC-SVR

      • Jing-Xuan Huang, Jui-Chung Hung
      Pages 89-96

    4. Particle Swarm Optimization Feature Selection for Violent Crime Classification

      • Mohd Syahid Anuar, Ali Selamat, Roselina Sallehuddin
      Pages 97-105

    5. A Goal-Based Hybrid Filtering for Low-rated Users Recommendation Issue Using Neighborhood Personalized Profile Similarities in E-Learning Recommendation Systems

      • M. W. Chughtai, Ali Selamat, Imran Ghani
      Pages 107-118

    6. StudyAdvisor: A Context-Aware Recommendation Application in e-Learning Environment

      • Phung Do, Hiep Le, Vu Thanh Nguyen, Tran Nam Dung
      Pages 119-128

    7. An Adaptive Fuzzy Decision Matrix Model for Software Requirements Prioritization

      • Philip Achimugu, Ali Selamat, Roliana Ibrahim, Mohd Naz’ri Mahrin
      Pages 129-138

    8. An Ontology Design for Recommendation Filling-in for a Crime Scene Investigation Report of the Forensic Science Police Center 4 Thailand

      • Boonyarin Onnoom, Sirapat Chiewchanwattana, Khamron Sunat, Nutcharee Wichiennit
      Pages 139-147

    9. Inter-annotator Agreement in Coreference Annotation of Polish

      • Mateusz Kopeć, Maciej Ogrodniczuk
      Pages 149-158

    10. Revenue Evaluation Based on Rough Set Reasoning

      • Khu Phi Nguyen, Sy Tien Bui, Hong Tuyet Tu
      Pages 159-169

  4. Database Systems Applications, Data Models and Analysis

    1. Front Matter

      Pages 171-171
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Editors and Affiliations

  • Institute of Informatics, Wroclaw University of Technology, Wrocław, Poland

    Janusz Sobecki

  • Faculty of Science Department of Computer Science, KMITL, Bangkok, Thailand

    Veera Boonjing

  • Faculty of Engineering, Department of Computer Engineering, King Mongkut’s Institute of Technology Ladkrabang (KMITL), Bangkok, Thailand

    Suphamit Chittayasothorn

Bibliographic Information

  • Book Title: Advanced Approaches to Intelligent Information and Database Systems

  • Editors: Janusz Sobecki, Veera Boonjing, Suphamit Chittayasothorn

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-05503-9

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-05502-2Published: 24 March 2014

  • Softcover ISBN: 978-3-319-38237-1Published: 03 September 2016

  • eBook ISBN: 978-3-319-05503-9Published: 08 July 2014

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 366

  • Number of Illustrations: 133 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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