Intelligent Information and Database Systems

1. Front Matter

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2. Tools and Applications

   1. Detection of Noise in Digital Images by Using the Averaging Filter Name COV

      • Janusz Pawel Kowalski, Jakub Peksinski, Grzegorz Mikolajczak

      Pages 1-8

   2. k-Means Clustering on Pre-calculated Distance-Based Nearest Neighbor Search for Image Search

      • Jing Yi Tou, Chun Yee Yong

      Pages 9-18

   3. A New Approach for Collaborative Filtering Based on Mining Frequent Itemsets

      • Phung Do, Vu Thanh Nguyen, Tran Nam Dung

      Pages 19-29

   4. Reduction of Training Noises for Text Classifiers

      • Rey-Long Liu

      Pages 30-39

   5. Prediction of Relevance between Requests and Web Services Using ANN and LR Models

      • Keyvan Mohebbi, Suhaimi Ibrahim, Norbik Bashah Idris

      Pages 40-49

   6. A Ruled-Based Part of Speech (RPOS) Tagger for Malay Text Articles

      • Rayner Alfred, Adam Mujat, Joe Henry Obit

      Pages 50-59

   7. Viable System Model in Capturing Iterative Features within Architectural Design Processes

      • Roliana Ibrahim, Khairul Anwar Mohamed Khaidzir, Fahimeh Zaeri

      Pages 60-69

   8. Identifying Same Wavelength Groups from Twitter: A Sentiment Based Approach

      • Rafeeque Pandara, Selvaraju Sendhilkumar

      Pages 70-77

   9. An Improved Evolutionary Algorithm for Extractive Text Summarization

      • Albaraa Abuobieda, Naomie Salim, Yogan Jaya Kumar, Ahmed Hamza Osman

      Pages 78-89

   10. Hybrid-Learning Based Data Gathering in Wireless Sensor Networks

       • Mohammad Abdur Razzaque, Ismail Fauzi, Akhtaruzzaman Adnan

       Pages 90-99

3. Intelligent Recommender Systems

   1. Orienteering Problem Modeling for Electric Vehicle-Based Tour

      • Junghoon Lee, Gyung-Leen Park

      Pages 100-108

   2. Integrating Social Information into Collaborative Filtering for Celebrities Recommendation

      • Qingwen Liu, Yan Xiong, Wenchao Huang

      Pages 109-118

   3. A Semantically Enhanced Tag-Based Music Recommendation Using Emotion Ontology

      • Hyon Hee Kim

      Pages 119-128

   4. A Method for Determination of an Opening Learning Scenario in Intelligent Tutoring Systems

      • Adrianna Kozierkiewicz-Hetmańska, Dariusz Zyśk

      Pages 129-138

   5. Recommending QA Documents for Communities of Question-Answering Websites

      • Duen-Ren Liu, Chun-Kai Huang, Yu-Hsuan Chen

      Pages 139-147

   6. Using Subtree Agreement for Complex Tree Integration Tasks

      • Marcin Maleszka, Ngoc Thanh Nguyen

      Pages 148-157

   7. Data Sets for Offline Evaluation of Scholar’s Recommender System

      • Bahram Amini, Roliana Ibrahim, Mohd Shahizan Othman

      Pages 158-167

   8. A Method for Collaborative Recommendation in Document Retrieval Systems

      • Bernadetta Mianowska, Ngoc Thanh Nguyen

      Pages 168-177

4. Multiple Model Approach to Machine Learning

   1. Combining Multiple Clusterings of Chemical Structures Using Cumulative Voting-Based Aggregation Algorithm

      • Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli

      Pages 178-185

The two-volume set LNAI 7802 and LNAI 7803 constitutes the refereed proceedings of the 5th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2013, held in Kuala Lumpur, Malaysia in March 2013.
The 108 revised papers presented were carefully reviewed and selected from numerous submissions. The papers included are grouped into topical sections on: innovations in intelligent computation and applications; intelligent database systems; intelligent information systems; tools and applications; intelligent recommender systems; multiple modal approach to machine learning; engineering knowledge and semantic systems; computational biology and bioinformatics; computational intelligence; modeling and optimization techniques in information systems, database systems and industrial systems; intelligent supply chains; applied data mining for semantic Web; semantic Web and ontology; integration of information systems; and conceptual modeling in advanced database systems.

• information retrieval
• machine learning
• natural language processing
• recommendation systems
• social networks

• Faculty of Computer Science and Information Systems, Department of Software Engineering, Universiti Teknologi Malaysia, Johar Baharu, Malaysia

  Ali Selamat, Habibollah Haron

• Institute of Informatics, Division of Knowledge Managements Systems, Wrocław University of Technology, Wrocław, Poland

  Ngoc Thanh Nguyen

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