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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9783642006715
· 쪽수 : 685쪽
· 출판일 : 2009-03-18
목차
Keynotes.- Distributed XML Processing.- Towards Multi-modal Extraction and Summarization of Conversations.- Query Processing I.- Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure.- Selective-NRA Algorithms for Top-k Queries.- Continuous K-Nearest Neighbor Query over Moving Objects in Road Networks.- Data Quality Aware Queries in Collaborative Information Systems.- Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data.- Dynamic Data Migration Policies for Query-Intensive Distributed Data Environments.- Query Processing II.- C-Tree Indexing for Holistic Twig Joins.- Processing XML Keyword Search by Constructing Effective Structured Queries.- Representing Multiple Mappings between XML and Relational Schemas for Bi-directional Query Translation.- Finding Irredundant Contained Rewritings of Tree Pattern Queries Using Views.- Topic-Based Techniques.- IRank: A Term-Based Innovation Ranking System for Conferences and Scholars.- A Generalized Topic Modeling Approach for Maven Search.- Topic and Viewpoint Extraction for Diversity and Bias Analysis of News Contents.- Topic-Level Random Walk through Probabilistic Model.- Query-Focused Summarization by Combining Topic Model and Affinity Propagation.- Web Data Processing.- Rank Aggregation to Combine QoS in Web Search.- Personalized Delivery of On-Line Search Advertisement Based on User Interests.- Automatic Web Image Annotation via Web-Scale Image Semantic Space Learning.- Multidimensional Data Analysis.- Representing and Inferring Causalities among Classes of Multidimensional Data.- Efficient Incremental Computation of CUBE in Multiple Versions What-If Analysis.- Incremental Computation for MEDIAN Cubes in What-If Analysis.- The Tradeoff of Delta Table Merging and Re-writing Algorithms in What-If Analysis Application.- Stream Data Processing.- Efficiently Clustering Probabilistic Data Streams.- Detecting Abnormal Trend Evolution over Multiple Data Streams.- Mining Interventions from Parallel Event Sequences.- Effective Similarity Analysis over Event Streams Based on Sharing Extent.- Data Mining and Its Applications.- A Term-Based Driven Clustering Approach for Name Disambiguation.- Sentiment Clustering: A Novel Method to Explore in the Blogosphere.- Kernel-Based Transductive Learning with Nearest Neighbors.- An Improved Algorithm for Mining Non-Redundant Interacting Feature Subsets.- AutoPCS: A Phrase-Based Text Categorization System for Similar Texts.- A Probabilistic Approach for Mining Drifting User Interest.- Temporal Company Relation Mining from the Web.- Data Management Support to Advanced Applications.- StreetTiVo: Using a P2P XML Database System to Manage Multimedia Data in Your Living Room.- Qualitative Spatial Representation and Reasoning for Data Integration of Ocean Observational Systems.- Managing Hierarchical Information on Small Screens.- An Approach to Detect Collaborative Conflicts for Ontology Development.- Miscellaneous.- Using Link-Based Content Analysis to Measure Document Similarity Effectively.- Parallel Load Balancing Strategies for Tree-Structured Peer-to-Peer Networks.- A Verification Mechanism for Secured Message Processing in Business Collaboration.- Semantic Service Discovery by Consistency-Based Matchmaking.- A Fast Heuristic Algorithm for the Composite Web Service Selection.- Short Papers.- Intervention Events Detection and Prediction in Data Streams.- New Balanced Data Allocating and Online Migrating Algorithms in Database Cluster.- An Evaluation of Real-Time Transaction Services in Web Services E-Business Systems.- Formal Definition and Detection Algorithm for Passive Event in RFID Middleware.- Distributed Benchmarking of Relational Database Systems.- Optimizing Many-to-Many Data Aggregation in Wireless Sensor Networks.- Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining.- Efficient Hybrid Password-Based Authenticated Group Key Exchange.