Proceedings. First International Workshop on Knowledge Discovery and Data Mining WKDD Adelaide, Australia January 2008

Transcription

1 Proceedings First International Workshop on Knowledge Discovery and Data Mining WKDD 2008 Adelaide, Australia January 2008 Sponsored by University of Adelaide, Australia Institute of Computer Science, Social Informatics and Telecommunications Engineering (ICST) E-Forensics 2008 Co-Sponsored by Ningbo University, China Wuhan University of Science and Technology Zhongnan Branch, China Association for Computing Machinery (ACM) Los Alamitos, California Washington Tokyo

2 TABLE OF CONTENTS WKDD 2008 REGULAR PAPERS THEORETICAL FOUNDATIONS Advancing Knowledge Discovery and Data Mining...1 Q. Luo Knowledge Management in the Ubiquitous Software Development...4 J.M.R. Leon A Novel Network Intrusion Detection System(NIDS) Based on Signatures Search of Data Mining...8 H. Zhengbing, L. Zhitang, W. Junqi Mining High Utility Itemsets in Large High Dimensional Data...15 G. Yu, K. Li, S. Shao Effective Pruning Strategies for Sequential Pattern Mining...19 X. Yusheng, M. Zhixin, L. Lian, T.S. Dillon Cooperation Forensic Computing Research...23 Y. Zhang NOVEL ALGORITHMS AND APPLICATION Grasping Related Words of Unknown Word for Automatic Extension of Lexical Dictionary...29 M. Hwang, S. Baek, J. Choi, J. Park, P. Kim A Novel Website Structure Optimization Model for More Effective Web Navigation...34 W. Lin, Y. Liu Average Fuzzy Direction Based Handwritten Chinese Characters Recognition Approach...40 W. Zhu, W. Liu, Z. Huang The Data Mining Technology Based on CIMS and Its Application on Automotive Remanufacturing...46 K. Chen, J. Wang An Empirical Study on Improving the Manufacturing Informatization Index System of China...51 W. Guo, K. Chen, J. Wang Centrality Research on the Traditional Chinese Medicine Network...57 D. Zhang, L. Gao, H. Zhang, J. Liu A New Method -- Multi-factor Trend Regression and Its Application to Economy Forecast in Jiangxi...61 Y. Ding The BP Neural Network Optimizing Design Model for Agricultural Information Measurement Based on Multistage Dynamic Fuzzy Evaluation...66 Z. Liu, L. Bai

3 ASSOCIATION RULES AND CLASSIFICATION A PSO-based Clustering Algorithm for Manufacturing Cell Design...70 O. Duran, N. Rodriguez, L.A. Consalter Association Rule Analysis of Spatial Data Mining Based on Matlab...74 X. Zheng, L. Zhao An Enhanced ART2 Neural Network for Clustering Analysis...79 J. Luo, D. Chen CBERS-02 Remote Sensing Data Mining Using Decision Tree Algorithm...84 X. Wen, G. Hu, X. Yang An Empirical Research of Multi-Classifier Fusion Methods and Diversity Measure in Remote Sensing Classification...88 H. Ma, W. Zhou, X. Dong, H. Xu A Novel Algorithm for Dynamic Mining of Association Rules...92 W. Jian, L.X. Ming Operating Rules Classification System of Water Supply Reservoir Based on LCS...98 X. Wang, Z. Yin An Efficient Association Rule Mining Algorithm in Distributed Databases W. Jian, L.X. Ming WEB MINING AND TEXT MINING Dublin Core-based Metadata Extracting Algorithm from RDF-based Information Elements H. Wang, D. Liu, W. Sun A New Alignment Algorithm to Identify Definitions Corresponding to Abbreviations in Biomedical Text Y. Xu, Z. Wang, Y. Zhao, Y. Xue An Ergonomic Study of the Efficiency of the Mobile Shortcuts and Page-turning Keys in Chinese Users X. Zhang, R. Zhou, B. Yang, W. Shan, Q. Xu Reading Efficiency of Chinese Text Scrolling Style and Presentation Style on Computer Interface X. Zhang, H. Zhang, Y. Bin, D. Zhang, R. Zhou PARALLEL AND DISTRIBUTED COMPUTING R2P: A Peer-to-Peer Transfer System Based on Role and Reputation Y. Xia, G. Song, Y. Zheng, M. Zhu A Remote Sensing Image Fusion Algorithm Based on Ordinal Fast Independent Component Analysis Z. Wang, X. Yu, L. Zhang Application of Tetrahedral Mesh Model Based on Neural Network in Solid Mineral Reserve Estimation J. Gong, X. Wu, X. Liu, S. Li

4 Study of Regional Innovation Networks based on Industry Amalgamation S. Hu, J. Zhang KDD PROCESS AND KNOWLEDGE MANAGEMENT Study on the Knowledge Visualization and Creation Supported Kmap Platform Y. Zhang, X. He, J. Xie, Z. Wang The Method Engineering Process for Multi-agent System Development X. Xue, X. Zhang Evaluating Organization External Knowledge Acquisition Based on Scenario Z. Bao, K. Gao, X. Li, L. Guo, H. Zhong Ontology-based Research on Wind Power Plant Information Interaction Y. Zhu, X. Wang, D. Cheng Process Knowledge Verification Method Based on Petri Net D. Wang, D. Zhang, L. Gao, J. Liu, H. Zhang The Theoretical and Empirical Research on Organization Innovation from the Knowledge Management Perspective L. He Study on the Design of CRM System based on Business Intelligence L. He, G. Xin, G. Yufeng Research on Electronic Commerce KMS Based on Agent and Ontology R. Fu, Z. Xin Research and Application on Typical Process Knowledge Discovery in Mechanical Manufacturing Enterprise X. Jia, Z. Zhang, X. Tian SUPPORT VECTOR MACHINES AND MACHINE LEARNING Marketing Audit Value Model Based on Rough Set and Support Vector Regression Machine C. Che, S. Ao, S. Tang Ensemble Model of Intelligent Paradigms for Stock Market Forecasting Q. Wu, Y. Chen, Z. Liu A SVM-based Change Detection Method from Bi-temporal Remote Sensing Images in Forest Area D. Mo, H. Lin, J. Li, H. Sun, Z. Zhang, Y. Xiong Study on the Application of SVM in Supplier Primary Election L. Cai, F. Song, D. Yuan Solving Constrained Optimization via a Modified Genetic Particle Swarm Optimization L. Zhiming, W. Cheng, L. Jian Short-term Power Load Forecasting Using Improved Ant Colony Clustering W. Li, Z. Han A Customer Satisfaction Degree Evaluation Model Based on Support Vector Machine W. Ting, H. Zhiwu

5 E-LEARNING, E-COMMERCE AND WEB APPLICATION Dynamic Description Logic Based Services Semantic Matching Z. Jiang, L. Qian, Y. Lau, S. Tang Research of a Virtual 3D Study Pattern Based on Constructive Theory in e-learning X. Duan, P. Jiang Coupling Analysis of Regional Economic Structure System Y. Zhang Research on Evaluation of E-Commerce WebSites Based on Linguistic Ordered Weighted Averaging Operator P. Liu, R. Hu Web Usage Mining to Evaluate the Transfer of Learning in a Web-based Learning Environment F.H. Chanchary, I. Haque, S. Khalid INFORMATION PROCESSING The Development and Application of Chinese Intelligent Question Answering System Based on J2EE Technology S. Qu, X. Yu, B. Zhang, Q. Wang LGES: A Large Graph Embedding System W. Zhou, J. Huang Forecasting the Impact of the Irregular Events with DIPA Methodology J. Zhu A Discussion Information-Structuring Model Based on the Toulmin Formalism C. Xiong, Y. Pan, D. Li OTHER TOPICS Multi-unit Auction Model Based on Loss Aversion G. Xiong, C. Zhang A Parametric Algorithm for Long-Short Portfolio Optimization Y. Liu, Z. Zhang, F. Xiong, F. Liu The MARS-based Research about Reliability Judgement of Members of Supply Chain Alliance J. Song, F. Ji, Y. Zhu, Y. Li, H. Sun, P. Cheng A New Cloud Detection Algorithm for FY-2C Images Over China D. Li, X. Dong, L. Liu, D. Xiang Improvement of the Drought Monitoring Model Based on the Cloud Parameters Method and Remote Sensing Data L. Liu, D. Xiang, X. Dong, Z. Zhou Towards Self-tuning of Dynamic Resources for Workloads F. Duan, Y. Han, Q. Zhao, K. Xie

6 Temporal and Spatial Analysis on Labor Productivity of Radio and TV Industry in China C. Dong, H. Zhang, T. Wang, Y. Wang, A. Qiu INVITED SESSION: INTELLIGENT CONTROL RBFNN Siding Mode Control Based on Semi-physical Simulation Platform P. Yang, P. Liu, Y. Zhang, X. Wang Numerical Simulation during Expansion for Hot Rolling Sheet Strip X. Feng, Y. Liu, H. Luo, H. Tang, C. Liu A Neural Network-based Steam Temperature Control System H. Kuang Analysis of Mechanical Parameters for SSP Rolling Process X. Feng, J. Wang, F. Li, H. Tang, C. Liu INVITED SESSION: INTELLIGENT INFORMATION PROCESSING A Ontology-Based Multimedia Resource Sharing Framework in Multimedia Science Paper Generation J. Zhu, H. Chen, B. Zou, H. Zhou A Reusable Component-Based Library for GUI Regression Testing H. Chen, B. Zou, N. Bian, L. Pan Query-Based Summarization for Search Lists X. Ye, H. Wei Design and Compressed Storage of Inverted Index Based on Mixed Word Segmentation J. Luo, X. Zu, S. Liu, F. Zhang, X. Wu Face Detection in Color Images using AdaBoost Algorithm Based on Skin Color Information Y. Wu, X. Ai INVITED SESSION: INTELLIGENT SYSTEM A New Rapid System and Method for CV Z. Ning Design and Implementing an integrated Learning Content Management System Z. Xiang Implementation of a Specific Information System for a Web-based E-learning Environment Z. Ye, Y. Zhang, J. Li, J. Mao, W. Zhao Design of a Intelligent Computing Aided Instruction System Based on the Computer Networks M. Li The Research and Development of the Highway s Electronic Toll Collection System Z. Xiao, Z. Guan, Z. Zheng

7 The Study on Network Collaborative Manufacturing System F. Xiong, Z. Zhang, Y. Liu INVITED SESSION: GENETIC AND EVOLUTIONARY COMPUTATION An Internet Traffic Forecasting Model Adopting Radical Based on Function Neural Network Optimized by Genetic Algorithm C. Wang, X. Zhang, H. Yan, L. Zheng Study on Supplier Selection Based on AHP and BP Neural Network B. Xia, B. Pan Research on the EXpressDSP-Compliant Algorithms Y. Wu, Y. Zhao, J. Li A Multi-subpopulation Accelerating Particle Swarm Optimization Y. Jiang An Improved Particle Swarm Optimization with New Select Mechanism Y. Jiang, Q. Yue Evaluation of the Evolutionary Ability of Business Incubation Network Based on Genetic Algorithm M. Zhang, R. Jiang, H. Hu Study of the Learning Model Based on Improved ID3 Algorithm D. Rongtao, J. Xinhao, Z. Linting, R. Wei Using Hybrid Algorithm for Automatic Recommendation Service Y. Wu, Z. Huang, Z. Gong Personalized E-learning System by Using Intelligent Algorithm M. Gong INVITED SESSION: DATA MINING APPLICATION Intrusion Detection System Based on Data Mining J. Zhan Mining the E-commerce Data to Analyze the Target Customer Behavior Y. Jiang, S. Yu A New Mining Algorithm Based on Frequent Item Sets Y. Wen INVITED SESSION: WEB INTELLIGENCE AND APPLICATION A New Trust Model based on Social Characteristic and Reputation Mechanism for the Semantic Web X. Wang, F. Zhang The Relationship between E-commerce and Supply Chain Management: An Executive Perspective Y. Jiang

8 Construction of a Personalized Service Oriented Learning Resource Management System Framework Z. Hua The Research on Game Model of Business Incubation Network Trust Problems under Electronic Commerce H. Teng, D. Zhang, R. Jiang Empirical Analysis for Influences Imposed on Human Resource Management Performance by Cultural Differences within Strategic Alliance of Multinational Corporations J. Wang, G. Liu Researches on Diffusion Model of MNCs Distributed Innovation X. Gao, G. Liu Influences of CAI English Teaching Pattern on the Autonomous Learning -- Research on Divided Class Instruction of Independent College X. Tian Individuation and Construction of Web Courses Z. Wang, Y. Yu, Y. Wang, L. Chen, S. Gong Application of Emotional Recognition in Intelligent Tutoring System Y. Wu, W. Liu, J. Wang Tactics Analysis on Women Swimming Athletes in the 800m Freestyle Swimming Race Using Speed Coefficient Theory T. Liao Research on Personal Credit Evaluation System of Commercial Banks L. Yuanyuan INVITED SESSION: INFORMATION SECURITY A Logic Specification and Implementation Approach for Object Oriented Database Security X. Ni The Components and Practice of Information Technology Governance W. Tu, J. Zhang A Least Grade Page Replacement Algorithm for Web Cache Optimization N. Bian, H. Chen Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern J. Lin, T. Huang, C. Yang Research of Information Technology Security in the Financial Industry B. Xin, H. Bai, B. Pan INVITED SESSION: WIRELESS COMMUNICATION AND WIRELESS SENSOR NETWORKS Node Selection Algorithm Optimized for Wireless Sensor Network Hu Zhang, Huiyan Zhang Design and Implementation of the Network Server Based on SIP Communication Protocol Y. Gao, H. Yu, F. Jiang

9 A New Private Multi-Channel UWB MAC Protocol Design for Distributed Network Z. Xiao, Y. Wu, Z. Guan Progressive Image Transmission over Memoryless Feedback Channels Using Joint Source- Channel Coding Strategy X. Yu, D. Ma IITSI 2008 REGULAR PAPERS INTRUSION DETECTION & ACCESS CONTROL A Novel Anomaly Detection Algorithm Based on Real-Valued Negative Selection System H. Zhengbing, Z. Ji, M. Ping A Hybrid RBAC-PBAC Access Control Model for Network Isolation System H. Wu, C. Tan, H. Wang Research and Design for IPSec Architecture on Kernel J. HanPing, Y. Jun Prevent In-Game Cheat in Network Games S. Li, C. Chen, L. Li Characteristic Relations in Generalized Incomplete Information System Y. Qi, L. Wei, H. Sun, Y. Song, Q. Sun Combining Immune with Ant colony Algorithm for Geometric Constraint Solving H. Yuan, Y. Li, W. Li, K. Zhao, D. Wang, R. Yi Group Decision Making Method with Incomplete Linguistic 2-tuple Judgement Matrix Based on Additive Consistency X. Zhang, J. Liu, J. Lei, B. Yang Intrusion Detection for High-speed Networks Based on Producing System K. Chen, F. Yu, C. Xu, Y. Liu COMMUNICATION SECURITY Modeling and Calculation for Network System Survivability M. Zhou, X. Zhou, H. Zhang Network Security Situation Assessment Based on Data Fusion M. Liu, Q. Zhang, H. Zhao, D. Yu Parameter Identification of Nonlinear Viscoelastic-Plastic Constitutive Equation of Soybean and Cottonseed Based on Particles Swarm Optimization X. Zheng, G. Lin, J. Wang, Y. Zhang A New Digital Image Hiding Approach Using Multi-Image Fusion D. Zhang, S. Qu, B. Kang SYSTEM SECURITY Filtering Short Message Spam of Group Sending Using CAPTCHA P. He, Y. Sun, W. Zheng, X. Wen

10 The Spam Filtering Technology Based on SVM and D-S Theory M. Ye, Q. Jiang, F. Mai Research on Active Defense Strategy of Counter DDoS Attacks Based on Differential Games Model R. Guo, G. Chang, Y. Qin, B. Sun, Y. Feng, D. Peng Design and Implementation of Embedded Multimedia Surveillance System Y. Liu, R. Li, C. Xu, F. Yu An Approach for Compliance Validation of Trusted Computing Applications Q. Cui, W. Shi An Efficient (t, n)-threshold Multi-secret Sharing Scheme R. Shi, L. Huang, H. Zhong A Hybrid Intelligent Algorithm for Stochastic Dependent-Chance Programming N. Xiao, J. Zeng New ID-based SignaturesWithout Trusted PKG L. Xu, M. Wang VNIDA: Building an IDS Architecture Using VMM-based Non-intrusive Approach X. Zhang, Q. Li, S. Qing, H. Zhang A Fast and Optimal Method Based on Fuzzy Neural Networks for SINS Initial Alignment X. Bo, S. Feng, Y. Fei, L. Fuqiang KNOWLEDGE DISCOVERY A New Frame of Knowledge Discovery T. Lan, R. Zhang, H. Dai Terrorism Root Cause Analysis Based on Subjective Game Model D. Liu The Application and Research of Ontology Construction Technology W. Yi, Y. Sun, S. Zhang, Y. Wu, Z. Chu Research on Architecture of Tacit Knowledge Transfer Based on Ontology C. Chen, Z. Xin A New Algorithm for Finding Convex Hull with a Maximum Pitch of the Dynamical Base Line Q. Zhou, T. Huang, H. Wu, Z. Li, X. Lin An Efficient Piecewise Hashing Method for Computer Forensics L. Chen, G. Wang Dynamic Policy Updating Based on One-Point Coverage Random Sets Theory W. Da, Y. Liu, L. Li, X. Liu, H. Hu OTHER APPLICATIONS An Optimization Approach to Restart Tree Based on Mean Failure Frequencies Y. Haizhi, W. Huiqiang, L. Ying An Integrated Approach to Recognition of Lane Marking and Road Boundary W. Lu, Y. Zheng, Y. Ma, T. Liu An Algorithm for Rn Constrained Global Optimization Based on Filled Function Method W. Wang, Y. Shang

11 Developing an Intelligent Information Technology in Bioconversion of Agricultural Residue to Reducing Sugars M. Xiao, J. Xu, Y. Sun, P. Lu, C. Dong, Z. Yuan, X. Zhuang, B. Xiao, J. Xiao, W. Luo A New Machine Scheduling Problem with Temperature Loss D. Bai, L. Tang, M. Su Interval Attributes Description Based FCM Clustering Algorithm for Noisy Data S. Xia, Y. Li, Y. Zhou The Design of an Effective Marine Inertial Navigation System Scheme J. Cheng, J. Zou, L. Wu, Y. Hao, S. Gan Author Index