Lecture Notes in Artificial Intelligence 7803 Subseries of Lecture Notes in Computer Science LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany
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Lecture Notes in Artificial Intelligence 7803
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy GoebelUniversity of Alberta, Edmonton, Canada
Yuzuru TanakaHokkaido University, Sapporo, Japan
Wolfgang WahlsterDFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg SiekmannDFKI and Saarland University, Saarbrücken, Germany
Ali Selamat Ngoc Thanh NguyenHabibollah Haron (Eds.)
Intelligent Informationand Database Systems5th Asian Conference, ACIIDS 2013Kuala Lumpur, Malaysia, March 18-20, 2013Proceedings, Part II
13
Series Editors
Randy Goebel, University of Alberta, Edmonton, CanadaJörg Siekmann, University of Saarland, Saarbrücken, GermanyWolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany
Volume Editors
Ali SelamatUniversiti Teknologi MalaysiaFaculty of Computing, Department of Software Engineering81310 UTM Skudai, Johor, MalaysiaE-mail: [email protected]
Ngoc Thanh NguyenWrocław University of TechnologyInstitute of Informatics, Division of Knowledge Management SystemsStr. Wybrzeze Wyspianskiego 27, 50-370 Wrocław, PolandE-mail: [email protected]
Habibollah HaronUniversiti Teknologi MalaysiaFaculty of Computing, Department of Computer Science81310 UTM Skudai, Johor, MalaysiaE-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349ISBN 978-3-642-36542-3 e-ISBN 978-3-642-36543-0DOI 10.1007/978-3-642-36543-0Springer Heidelberg Dordrecht London New York
This work is subject to copyright. All rights are reserved, whether the whole or part of the material isconcerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting,reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publicationor parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965,in ist current version, and permission for use must always be obtained from Springer. Violations are liableto prosecution under the German Copyright Law.The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply,even in the absence of a specific statement, that such names are exempt from the relevant protective lawsand regulations and therefore free for general use.
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Preface
ACIIDS 2013 was the fifth event of the series of international scientific confer-ences for research and applications in the field of intelligent information anddatabase systems. The aim of ACIIDS 2013 was to provide an internationallyrespected forum for scientific research in the technologies and applications ofintelligent information and database systems. ACIIDS 2013 was co-organized byUniversiti Teknologi Malaysia (Malaysia) and Wroclaw University of TechnologyPoland (Poland) in co-operation with Nguyen Tat Thanh University (Vietnam)and took place in Kuala Lumpur (Malaysia) during March 18–20, 2013. The firsttwo events, ACIIDS 2009 and ACIIDS 2010, took place in Dong Hoi City andHue City in Vietnam, respectively. The third event, ACIIDS 2011, took place inDaegu (Korea), while the fourth event, ACIIDS 2012, took place in Kaohsiung(Taiwan).
Submissions came from 20 countries from all over the world. Each paper waspeer reviewed by at least two members of the International Program Committeeand International Reviewer Board. Only 108 papers with the highest quality wereselected for oral presentation and publication in the two-volumes proceedings ofACIIDS 2013.
The papers included in the proceedings cover the following topics: intelligentdatabase systems, data warehouses and data mining, natural language processingand computational linguistics, Semantic Web, social networks and recommenda-tion systems, collaborative systems and applications, e-business and e-commercesystems, e-learning systems, information modeling and requirements engineering,information retrieval systems, intelligent agents and multi-agent systems, intel-ligent information systems, intelligent Internet systems, intelligent optimizationtechniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unifiedprocesses, Web services and Semantic Web, computer networks and communi-cation systems.
Accepted and presented papers highlight new trends and challenges of in-telligent information and database systems. The presenters showed how newresearch could lead to new and innovative applications. We hope you will findthese results useful and inspiring for your future research.
We would like to express our sincere thanks to the Honorary Chairs, ZainiUjang (Universiti Teknologi Malaysia, Malaysia) and Tadeusz Wi ↪eckowski (Rec-tor of Wroclaw University of Technology, Poland) for their support.
Our special thanks go to the General Co-chair, Program Co-chairs, all Pro-gram and Reviewer Committee members, and all the additional reviewers fortheir valuable efforts in the review process that helped us to guarantee the high-est quality of the selected papers for the conference. We cordially thank the
VI Preface
organizers and chairs of special sessions, who essentially contributed to the suc-cess of the conference.
We also would like to express our thanks to the Keynote Speakers (HoangPham, Naomie Salim, Mong-Fong Horng, Sigeru Omatu) for their interestingand informative talks of world-class standard.
We cordially thank our main sponsors, Universiti Teknologi Malaysia(Malaysia), Wroclaw University of Technology (Poland), and Nguyen Tat ThanhUniversity (Vietnam). Our special thanks are due also to Springer for publishingthe proceedings, and to the other sponsors for their kind support.
We wish to thank the members of the Organizing Committee for their verysubstantial work, especially those who played essential roles: Habibollah Haron(Organizing Chair) and the members of the Local Organizing Committee fortheir excellent work.
We cordially thank all the authors for their valuable contributions and otherparticipants of this conference. The conference would not have been possiblewithout them.
Thanks are also due to many experts who contributed to making the eventa success.
March 2013 Ngoc Thanh NguyenAli Selamat
Conference Organization
Honorary Chairs
Zaini Ujang Vice Chancellor of Universiti TeknologiMalaysia, Malaysia
Tadeusz Wieckowski President of Wroclaw University of Technology,Poland
General Co-chairs
Ngoc Thanh Nguyen Wroclaw University of Technology, PolandMohd Aizaini Maarof Universiti Teknologi Malaysia, Malaysia
Program Chairs
Ali Selamat Universiti Teknologi Malaysia, MalaysiaShyi-Ming Chen National Taiwan University of Science and
Technology, Taiwan
Organizing Chair
Habibollah Haron Universiti Teknologi Malaysia, Malaysia
Session Chairs
Andri Mirzal Universiti Teknologi Malaysia, MalaysiaBogdan Trawinski Wroclaw University of Technology, PolandJason J. Jung Yeungnam University, Republic of Korea
Organizing Committee
Roliana Ibrahim Universiti Teknologi Malaysia, MalaysiaNor Erne Nazira Bazin Universiti Teknologi Malaysia, MalaysiaDewi Nasien Universiti Teknologi Malaysia, MalaysiaMohamad Shukor Talib Universiti Teknologi Malaysia, Malaysia
VIII Conference Organization
Steering Committee
Ngoc Thanh Nguyen Chair, Wroclaw University of Technology,Poland
Longbing Cao University of Technology Sydney, AustraliaTu Bao Ho Japan Advanced Institute of Science and
Technology, JapanTzung-Pei Hong National University of Kaohsiung, TaiwanLakhmi C. Jain University of South Australia, AustraliaGeun-Sik Jo Inha University, KoreaJason J. Jung Yeungnam University, KoreaHoai An Le-Thi University Paul Verlaine – Metz, FranceToyoaki Nishida Kyoto University, JapanLeszek Rutkowski Technical University of Czestochowa, PolandDickson Lukose Knowledge Technology Cluster at MIMOS
BHD, Malaysia
Keynote Speakers
Hoang Pham Rutgers, The State University of New Jersey,USA
Naomie Salim Universiti Teknologi Malaysia, MalaysiaMong-Fong Horng National Kaohsiung University of Applied
Sciences, TaiwanSigeru Omatu Osaka Institute of Technology, Japan
Special Sessions Organizers
1. International Workshop on Engineering Knowledge and Semantic Systems(IWEKSS 2013)
Jason J. Jung Yeungnam University, KoreaDariusz Krol Wroclaw University of Technology, Poland
2. Modelling and Optimization Techniques in Information Systems, DatabaseSystems and Industrial Systems (MOT-ACIIDS 2013)
Le Thi Hoai An University of Lorraine, FrancePham Dinh Tao INSA-Rouen, France
3. Intelligent Supply Chains (ISC 2013)
Arkadiusz Kawa Poznan University of Economics, PolandPaulina Golinska Poznan University of Technology, PolandMilena Ratajczak-Mrozek Poznan University of Economics, Poland
Conference Organization IX
4. Intelligent Systems for Medical Applications (ISMA 2013) InformationSystems and Industrial Engineering (MOT-ISIE)
Uvais Qidwai Qatar University, Qatar
5. Innovations in Intelligent Computation and Applications (ICA 2013)
Shyi-Ming Chen National Taiwan University ofScience and Technology, Taiwan
6. Computational Biology and Bioinformatics (CBB 2013)
Mohd Saberi Mohamad Universiti Teknologi Malaysia, Malaysia
7. Multiple Model Approach to Machine Learning (MMAML 2013)
Tomasz Kajdanowicz Wroclaw University of Technology, PolandTomasz �Luczak Wroclaw University of Technology, PolandGrzegorz Matoga Wroclaw University of Technology, Poland
8. Intelligent Recommender Systems (IRS 2013)
AdriannaKozierkiewicz-Hetmanska Wroclaw University of Technology
Ngoc Thanh Nguyen Wroclaw University of Technology
9. Applied Data Mining for Semantic Web (ADMSW 2013)
Trong Hai Duong Quang Binh University, VietnamBay Vo Information Technology College, Vietnam
International Program Committee
Abdul Rahim Ahmad Universiti Tenaga Nasional, MalaysiaAbdul Samad Ismail Universiti Teknologi Malaysia, MalaysiaAbdul Samad Shibghatullah Universiti Teknikal Malaysia, MalaysiaAdrianna
Kozierkiewicz-Hetmanska Wroc�law University of Technology,Poland
Alex Sim Universiti Teknologi Malaysia, MalaysiaAlvin Yeo Universiti Malaysia Sarawak, MalaysiaAmir Shafie International Islamic University Malaysia,
MalaysiaAnnabel Latham The Manchester Metropolitan University,
UK
X Conference Organization
Antoni Wibowo Universiti Teknologi Malaysia, MalaysiaArkadiusz Kawa Poznan University of Economics, PolandAryati Bakri Universiti Teknologi Malaysia, MalaysiaAzlan Mohd Zain Universiti Teknologi Malaysia, MalaysiaAzurah Abu Samah Universiti Teknologi Malaysia, MalaysiaBay Vo Information Technology College,
VietnamBehnam Rouzbehani Islamic Azad University, Central Tehran
Branch, IranBing-Han Tsai National Taiwan University of Science
and Technology, MalaysiaBjoern Schuller Technische Universitat Munchen, GermanyBogdan Trawinski Wroclaw University of Technology, PolandBoguslaw Cyganek AGH University of Science and Technology,
PolandCheng-Yi Wang National Taiwan University of Science and
Technology, TaiwanDariusz Barbucha Gdynia Maritime University, PolandDariusz Frejlichowski West Pomeranian University of Technology,
PolandDariusz Krol Bournemouth University, UKDongjin Choi Chosun University, KoreaDragan Simic University of Novi Sad, SerbiaEl-Houssaine Aghezzaf Ghent University, BelgiumElzbieta Kukla Wroc�law University of Technology, PolandEric Pardede La Trobe University, AustraliaFaisal Zaman Kyushu Institute of Technology, PolandFan Wang Microsoft, USAGeetam Tomar Malwa Institute of Technology and
Management, Gwalior, IndiaGia-An Hong National Taiwan University of Science and
Technology, TaiwanGordan Jezic University of Zagreb, CoatiaHae Young Lee ETRI, KoreaHalina Kwasnicka Wroclaw University of Technology, PolandHoai An Le Thi University of Lorraine, FranceHuey-Ming Lee Chinese Culture University, TaiwanHuynh Binh University of Science and Technology,
VietnamHyon Hee Kim Dongduk Women’s University, KoreaImran Ghani Universiti Teknologi Malaysia, MalaysiaIreneusz Czarnowski Gdynia Maritime University, PolandIskandar Ishak Universiti Putra Malaysia, MalaysiaJafar Razmara Universiti Teknologi Malaysia, Malaysia
Conference Organization XI
Jaroslaw Jankowski West Pomeranian University of Technologyin Szczecin, Poland
Jason Jung Yeungnam University, KoreaJerome Euzenat INRIA, FranceJesus Alcala-Fdez University of Granada, SpainJose Norbeto Mazon University of Alicante, SpainKamal Zamli Universiti Malaysia Pahang, MalaysiaKang-Hyun Jo University of Ulsan, KoreaKatarzyna Grzybowska Poznan University of Technology, PolandKazuhiro Kuwabara Ritsumeikan University, JapanKhairuddin Omar Universiti Kebangsaaan Malaysia, MalaysiaLian En Chai Universiti Teknologi Malaysia, MalaysiaManh Nguyen Duc ENSTA Bretagne, FranceMarcin Hajdul Institute of Logistics and Warehousing,
PolandMaria Bielikova University of Technology in Bratislava,
SlovakiaMd. Nazrul Islam Universiti Teknologi Malaysia, MalaysiaMicha�l Wozniak Wroclaw University of Technology, PolandMilena Ratajczak-Mrozek Poznan University of Economics, PolandMinh Le Hoai University of Lorraine, FranceMohd Helmy Abd Wahab Universiti Tun Hussein Onn Malaysia,
MalaysiaMohd Murtadha Mohamad Universiti Teknologi Malaysia, MalaysiaMohd Ramzi Mohd Hussain International Islamic University Malaysia,
MalaysiaMohd Saberi Mohamad Universiti Teknologi Malaysia, MalaysiaMoon II Chul Korean Institute Science and Technology,
KoreaMuhammad Khan King Saud University, Saudi ArabiaMuhamad Razib Othman Universiti Teknologi Malaysia, MalaysiaMohd Salihin Ngadiman Universiti Teknologi Malaysia, MalaysiaMuhammad Shuaib Karim Quaid-i-Azam University, MalaysiaMuhammad Suzuri Hitam Universiti Malaysia Terengganu, MalaysiaNghi Do Thanh Telecom-Bretagne, FranceNgoc Thanh Nguyen Wroclaw University of Technology, PolandNiels Pinkwart Clausthal University of Technology,
GermanyNojeong Heo Dongyang University, KoreaNoorfa Haszlinna Mustaffa Universiti Teknologi Malaysia, MalaysiaNor Azizah Ali Universiti Teknologi Malaysia, MalaysiaNor Haizan Mohamed Radzi Universiti Teknologi Malaysia, MalaysiaNor Hawaniah Zakaria Universiti Teknologi Malaysia, Malaysia
XII Conference Organization
Norazah Yusof Universiti Teknologi Malaysia, MalaysiaNorazman Ismail Universiti Teknologi Malaysia, MalaysiaOlgierd Unold Wroclaw University of Technology, PolandOndrej Krejcar University of Hradec Kralove,
Czech RepublicTrong Hai Duong Inha University, KoreaBernadetta Mianowska Wroclaw University of Technology, PolandMichal Sajkowski Poznan University of Technology, PolandRobert Susmaga Poznan University of Technology, Poland
Generating Relevant and Diverse Query Suggestions Using SparseManifold Ranking with Sink Regions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176
Van Thanh Nguyen and Kim Anh Nguyen
Measuring Data Completeness for Microbial Genomics Database . . . . . . . 186Nurul A. Emran, Suzanne Embury, Paolo Missier,Mohd Noor Mat Isa, and Azah Kamilah Muda