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Web Information Systems and Mining: International Conference, WISM 2010, Sanya, China, October 23-24, 2010, Proceedings de Fu Lee Wang

Web Information Systems and Mining: International Conference, WISM 2010, Sanya, China, October 23-24, 2010, Proceedings: Lecture Notes in Computer Science, cartea 6318

Editat de Fu Lee Wang, Zhiguo Gong, Jingsheng Lei
en Limba Engleză Paperback – 8 oct 2010

Notăm cu interes publicarea volumului Web Information Systems and Mining, care reunește lucrările prezentate la conferința internațională WISM 2010 din Sanya, China. Această ediție se concentrează pe tehnologii critice pentru infrastructura digitală, acoperind de la algoritmi de autentificare RSA pentru sisteme de navigație wireless până la optimizarea algoritmilor de tip „Multi-Objective Particle Swarm”. Importanța acestui volum este subliniată de rigoarea academică extremă: dintr-un total de 603 propuneri, doar 54 de lucrări au fost selectate pentru publicare, rezultând o rată de acceptare de numai 9%.

Suntem de părere că rigoarea selecției poziționează acest titlu ca o resursă tehnică de referință în cadrul seriei Lecture Notes in Computer Science. Structura volumului este organizată progresiv, începând cu aplicații practice ale sistemelor informaționale — cum ar fi gestiunea stocurilor în sisteme de rafturi fixe — și continuând cu tehnici avansate de web mining, inclusiv sisteme automate de clasificare a paginilor web în limba chineză și crawlere web orientate pe calitate.

Pe linia practică a lucrării Web Information Systems Engineering - WISE 2010, acest volum menține standardul de excelență tehnică, dar cu focus pe procesele de extragere a datelor (mining) și sistemele distribuite. Editorul Fu Lee Wang continuă aici direcția începută în Artificial Intelligence and Computational Intelligence, mutând accentul de pe inteligența computațională generală către aplicabilitatea ei specifică în mediul Web. Față de alte lucrări ale editorului, precum Engaging Learners Through Emerging Technologies, care explorează latura pedagogică, WISM 2010 rămâne ancorat în ingineria pură a sistemelor de date.

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Specificații

ISBN-13: 9783642165146
ISBN-10: 3642165141
Pagini: 464
Ilustrații: XV, 442 p. 168 illus.
Greutate: 0.64 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

De ce să citești această carte

Recomandăm acest volum cercetătorilor și inginerilor care au nevoie de o bază teoretică solidă și studii de caz pentru optimizarea sistemelor distribuite. Cititorul câștigă acces la metodologii de filtrare a datelor și algoritmi de clustering de înaltă performanță, validate de un comitet științific internațional foarte exigent. Este o resursă esențială pentru înțelegerea evoluției tehnologiilor de Web Mining.

Descriere scurtă

The 2010 International Conference on Web Information Systems and Mining (WISM 2010) was held October 23–24, 2010 in Sanya, China. WISM 2010 received 603 submissions from 20 countries and regions. After rigorous reviews, 54 hi- quality papers were selected for publication in the WISM 2010 proceedings. The acceptance rate was 9%. The aim of WISM 2010 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 collaboration. 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 Hainan Province Institute of Computer and Qiongzhou University 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, invited session organizers, 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. October 2010 Fu Lee Wang Gong Zhiguo Xiangfeng Luo Jingsheng Lei

Cuprins

Applications of Web Information Systems.- An Improving Multi-Objective Particle Swarm Optimization.- Study on RSA Based Identity Authentication Algorithm and Application in Wireless Controlling System of Aids to Navigation.- Invariant Subspaces for Some Compact Perturbations of Normal Operators.- Research of Cooperative Geosteering Drilling Virtual System Based on Network.- Optimization of Storage Location Assignment for Fixed Rack Systems.- Evaluation Query Answer over Inconsistent Database with Annotations.- Research and Implementation of Index Weight Calculation Model for Power Grid Investment Returns.- Applications of Web Mining.- An Improved Algorithm for Session Identification on Web Log.- A Chinese Web Page Automatic Classification System.- Towards a Quality-Oriented Real-Time Web Crawler.- Research on the Value of Business Information Online Based on Fuzzy Comprehensive Evaluation.- A Clustering Algorithm Based on Matrix over High Dimensional Data Stream.- Distributed Systems.- A Dynamic Dispatcher-Based Scheduling Algorithm on Load Balancing for Web Server Cluster.- Nature of Chinese Thesaurus Automatic Construction and Its Study of Major Technologies in Digital Libraries.- Research on the Resource Monitoring Model Under Cloud Computing Environment.- E-Government and E-Commerce.- A New Photo-Based Approach for Fast Human Body Shape Modeling.- A Multi-Criteria Analysis Approach for the Evaluation and Selection of Electronic Market in Electronic Business in Small and Medium Sized Enterprises.- Geographic Information Systems.- A WebGIS and GRA Based Transportation Risk Management System for Oversea Oil Exploitation.- Prediction of Pine Wilt Disease in Jiangsu Province Based on Web Dataset and GIS.- An Approach for Integrating Geospatial Processing Services into Three-Dimensional GIS.- Parallel K-Means Clustering of Remote Sensing Images Based on MapReduce.- Information Security.- Enhancing Distributed Web Security Based on Kerberos Authentication Service.- A New Scheme for Protecting Master-Key of Data Centre Web Server in Online Banking.- An Automated Worm Containment Scheme.- RBAC-Based Access Control Integration Framework for Legacy System.- A Pseudo Random Numbers Generator Based on Chaotic Iterations: Application to Watermarking.- A Secure Protocol for Point-Segment Position Problem.- Learning Automata Representation of Network Protocol by Grammar Induction.- Gene-Certificate Based Model for User Authentication and Access Control.- A New Data Integrity Verification Mechanism for SaaS.- An Exquisite Authentication Scheme with Key Agreement Preserving User Anonymity.- Towards a Dynamic Federation Framework Based on SAML and Automated Trust Negotiation.- Intelligent Networked Systems.- Research and Application of FlexRay High-Speed Bus on Transformer Substation Automation System.- A Task Scheduling Algorithm Based on Load Balancing in Cloud Computing.- The Accuracy Enhancements of Virtual Antenna for Location Based Services.- Management Information Systems.- Research on the Production Scheduling Management System Based on SOA.- A Requirement-Driven Approach to Enterprise Application Development.- Mobile Computing.- ESA: An Efficient and Stable Approach to Querying Reverse k-Nearest-Neighbor of Moving Objects.- The Research of Efficient Dual-Port SRAM Data Exchange without Waiting with FIFO-Based Cache.- Web Content Mining.- Extracting Service Aspects from Web Reviews.- Clustering the Tagged Resources Using STAC.- Advertising Keywords Extraction from Web Pages.- Automatic Topic Detection with an Incremental Clustering Algorithm.- Web Information Classification.- Three New Feature Weighting Methods for Text Categorization.- Algorithms of BBS Opinion Leader Mining Based on Sentiment Analysis.- Entity Relationship Extraction Based on Potential Relationship Pattern.- Web Information Retrieval.- On Arnoldi Method Accelerating PageRank Computations.- A Framework for Automatic Query Expansion.- Web Services and E-Learning.- WSCache: A Cache Based Content-Aware Approach of Web Service Discovery.- A Novel Local Optimization Method for QoS-Aware Web Service Composition.- Preference-Aware QoS Evaluation for Cloud Web Service Composition Based on Artificial Neural Networks.- Software Architecture Driven Configurability of Multi-tenant SaaS Application.- XML and Semi-structured Data.- Parallel Accessing Massive NetCDF Data Based on MapReduce.- On Well-Formedness Rules for UML Use Case Diagram.

Caracteristici

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