Web information sysstems and mining

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Web information sysstems and mining

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Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Switzerland John C Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Germany Madhu Sudan Microsoft Research, Cambridge, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany 6988 Zhiguo Gong Xiangfeng Luo Junjie Chen Jingsheng Lei Fu Lee Wang (Eds.) Web Information Systems and Mining International Conference, WISM 2011 Taiyuan, China, September 24-25, 2011 Proceedings, Part II 13 Volume Editors Zhiguo Gong University of Macau, Department of Computer and Information Science Av Padre Tomás Pereira, Taipa, Macau, China E-mail: fstzgg@umac.mo Xiangfeng Luo Shanghai University, School of Computer Shanghai 200444, China E-mail: luoxf@shu.edu.cn Junjie Chen Taiyuan University of Technology, School of Computer and Software Taiyuan 030024, China E-mail: chenjj@tyut.edu.cn Jingsheng Lei Shanghai University of Electric Power School of Computer and Information Engineering Shanghai 200090, China E-mail: jshlei@126.com Fu Lee Wang Caritas Institute of Higher Education, Department of Business Administration 18 Chui Ling Road, Tseung Kwan O, Hong Kong, China E-mail: pwang@cihe.edu.hk ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-23981-6 e-ISBN 978-3-642-23982-3 DOI 10.1007/978-3-642-23982-3 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2011936228 CR Subject Classification (1998): H.4, H.3, H.2, C.2.4, I.2.6, D.2 LNCS Sublibrary: SL – Information Systems and Application, incl Internet/Web and HCI © Springer-Verlag Berlin Heidelberg 2011 This work is subject to copyright All rights are reserved, whether the whole or part of the material is concerned, 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 publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer Violations are liable to 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 laws and regulations and therefore free for general use Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com) Preface The 2011 International Conference on Web Information Systems and Mining (WISM 2011) was held during September 24–25, 2011 in Taiyuan, China WISM 2011 received 472 submissions from 20 countries and regions After rigorous reviews, 112 high-quality papers were selected for publication in the WISM 2011 proceedings The acceptance rate was 23% The aim of WISM 2011 was to bring together researchers working in many different areas of Web information systems and Web mining to foster the exchange of new ideas and promote international collaborations In addition to the large number of submitted papers and invited sessions, there were several internationally well-known keynote speakers On behalf of the Organizing Committee, we thank Taiyuan University of Technology for its sponsorship and logistics support We also thank the members of the Organizing Committee and the Program Committee for their hard work We are very grateful to the keynote speakers, session chairs, reviewers, and student helpers Last but not least, we thank all the authors and participants for their great contributions that made this conference possible September 2011 Gong Zhiguo Xiangfeng Luo Junjie Chen Jingsheng Lei Fu Lee Wang Organization Organizing Committee General Co-chairs Wendong Zhang Qing Li Taiyuan University of Technology, China City University of Hong Kong, Hong Kong Program Committee Co-chairs Gong Zhiguo Xiangfeng Luo Junjie Chen University of Macau, Macau Shanghai University, China Taiyuan University of Technology, China Steering Committee Chair Jingsheng Lei Shanghai University of Electric Power, China Local Arrangements Co-chairs Fu Duan Dengao Li Taiyuan University of Technology, China Taiyuan University of Technology, China Proceedings Co-chairs Fu Lee Wang Ting Jin Caritas Institute of Higher Education, Hong Kong Fudan University, China Sponsorship Chair Zhiyu Zhou Zhejiang Sci-Tech University, China VIII Organization Program Committee Ladjel Bellatreche Sourav Bhowmick Stephane Bressan Erik Buchmann Jinli Cao Jian Cao Badrish Chandramouli Akmal Chaudhri Qiming Chen Lei Chen Jinjun Chen Hong Cheng Reynold Cheng Bin Cui Alfredo Cuzzocrea Wanchun Dou Xiaoyong Du Ling Feng Cheng Fu Gabriel Fung Byron Gao Yunjun Gao Bin Gao Anandha Gopalan Stephane Grumbach Ming Hua Ela Hunt Renato Iannella Yan Jia Yu-Kwong Ricky Yoon Joon Lee Carson Leung Lily Li Tao Li Wenxin Liang Chao Liu Qing Liu Jie Liu JianXun Liu ENSMA - Poitiers University, France Nanyang Technological University, Singapore National University of Singapore, Singapore University of Karlsruhe, Germany La Trobe University, Australia Shanghai Jiao Tong University, China Microsoft Research, USA City University of London, UK Hewlett-Packard Laboratories, USA Hong Kong University of Science and Technology, China Swinburne University of Technology, Australia The Chinese University of Hong Kong, China Hong Kong Polytechnic University, China Peking University, China University of Calabria, Italy Nanjing University, China Renmin University of China, China Tsinghua University, China Nanyang Technological University, Singapore The University of Queensland, Australia University of Wisconsin, USA Zhejiang University, China Microsoft Research, China Imperial College, UK INRIA, France Simon Fraser University, Canada University of Strathclyde, UK National ICT, Australia National University of Defence Technology, China Colorado State University, USA KAIST, Korea The University of Manitoba, Canada CSIRO, Australia Florida International University, USA Dalian University of Technology, China Microsoft, USA CSIRO, Australia Chinese Academy of Sciences, China Hunan University of Science and Technology, China 458 L Sang, J Xiao, and X Cui Step 2: To ascertain fields in object-relational pattern for the data in the XML document Step 3: To extract the leaf node of DOM Tree and to supplement the data of auxiliary fields Step 4: To synthesize the SQL sentences and to insert data into tables The pattern structure of XML document is considered in the whole storage process, at the same time, auxiliary information in OR pattern is also thoroughly considered Auxiliary information is stored into another table in the mapping process Experiment The experiment uses DBMS Oracle 10g database which supports SQL: 2003 Standard and object-oriented characteristics It uses JAVA to implement the concrete algorithm Because XML Schema document that is described by XML Schema language is still an XML document, it is parsed by the way that is used to parse XML document such as using the JDOM program interface 5.1 Experiment Route and Data Experiment route is depicted in figure 3, and the experiment implements two parts as follows: (1) To create object-relational schema according to the given XML Schema (2) To store XML document data into object-relational tables Fig The experiment route Experiment data includes three data sources: (1) W3CXML: it is a standard example used to depict XML-Schema for W3C (2) IBMXML: it is an XML-Schema document that describes the resume format in IBM Corp (3) XMLSpy1, XMLSpy2, XMLSpy3: these schemata and data such as OrgChar.xsd, DataSheet.xsd, Address.xsd can be found in software XMLSpy2008 5.2 Experiment Result and Statistics Statistics of experiment are depicted in table Sour(Sources) denotes Data Source Rela(Relations) denotes the number of the relations in object-relational pattern Converting XML Schema Data to Object-Relational Data with DOM 459 Attr(Attributes) denotes the quantity of attributes in object-relational pattern A pair of numbers in Ti(0

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Mục lục

  • Front Cover

  • Editorial Board

  • Front Matter

  • Preface

  • Organization

  • Table of Contents

    • Table of Contents – Part I

    • Table of Contents – Part II

    • Table of Contents – Part II

    • Management Information Systems

      • Text Clustering Based on LSA-HGSOM

        • Introduction

        • The Theory of LSA

          • Term Matrix

          • Singular Value Decomposition

          • The Theory of GSOM

            • The Self-Organizing Map (SOM)

            • Text Clustering Method Based on LSA—GSOM

              • Conception of Text Clustering

              • Dimensionality Reduction

              • HGSOM Clustering

              • Experiments

                • Experiment 1

                • Experiment 2

                • Conclusions

                • References

                • Design Pattern Modeling and Implementation Based on MDA

                  • Introduction

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