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Web-Age Information Management: 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010, Proceedings de Lei Chen

Web-Age Information Management: 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010, Proceedings: Lecture Notes in Computer Science, cartea 6184

Editat de Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao
en Limba Engleză Paperback – 30 iun 2010

În domeniul managementului bazelor de date și al tehnologiilor web, volumul Web-Age Information Management documentează progresele tehnice prezentate la a 11-a ediție a conferinței WAIM. Suntem de părere că această colecție de lucrări științifice oferă o perspectivă tehnică riguroasă asupra modului în care infrastructurile informaționale s-au adaptat expansiunii cloud computing-ului și complexității rețelelor sociale. Ca și Qing Li în Advances in Data and Web Management, editorii acestui volum, printre care se numără Lei Chen și Changjie Tang, distilează experiență reală în principii acționabile pentru optimizarea interogărilor și integrarea datelor.

Structura volumului este organizată tematic, facilitând o progresie de la fundamentele calității datelor către aplicații complexe. Ne-a atras atenția secțiunea dedicată procesării în rețele de senzori și managementului datelor de tip graf, capitole care indică o preocupare timpurie pentru scalabilitate în medii distribuite. Cuprinsul evidențiază soluții specifice, precum utilizarea programării genetice pentru detectarea spam-ului web sau algoritmi pentru indexarea datelor în comunități virtuale masive. Apreciem rigoarea procesului de selecție, cele 69 de lucrări incluse fiind rezultatul unei filtrări stricte dintr-un volum mare de cercetări, ceea ce asigură o densitate informațională ridicată. Această publicație din seria Lecture Notes in Computer Science rămâne un punct de referință pentru înțelegerea evoluției sistemelor de baze de date către arhitecturi web integrate.

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Specificații

ISBN-13: 9783642142451
ISBN-10: 3642142451
Pagini: 808
Ilustrații: XIX, 785 p. 320 illus.
Dimensiuni: 12 x 93 x 33 mm
Greutate: 1.11 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

Această resursă este esențială pentru cercetătorii și inginerii de date care doresc să studieze soluții arhitecturale pentru baze de date complexe. Cititorul câștigă acces la metodologii verificate pentru procesarea fluxurilor de date, managementul XML și integrarea informațiilor din surse eterogene. Este un titlu de referință pentru oricine urmărește evoluția tehnică a sistemelor de informații de la începutul erei cloud.

Cuprins

Analyzing Data Quality Using Data Auditor.- Analyzing Data Quality Using Data Auditor.- Rebuilding the World from Views.- Approximate Query Processing in Sensor Networks.- Web Data I.- Duplicate Identification in Deep Web Data Integration.- Learning to Detect Web Spam by Genetic Programming.- Semantic Annotation of Web Objects Using Constrained Conditional Random Fields.- Time Graph Pattern Mining for Web Analysis and Information Retrieval.- Networked Data.- FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn.- Continuous Summarization of Co-evolving Data in Large Water Distribution Network.- Proactive Replication and Search for Rare Objects in Unstructured Peer-to-Peer Networks.- SWORDS: Improving Sensor Networks Immunity under Worm Attacks.- Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams.- Social Networks.- CW2I: Community Data Indexing for Complex Query Processing.- Clustering Coefficient Queries on Massive Dynamic Social Networks.- Predicting Best Answerers for New Questions in Community Question Answering.- Semantic Grounding of Hybridization for Tag Recommendation.- Rich Ontology Extraction and Wikipedia Expansion Using Language Resources.- Cloud Computing.- Fine-Grained Cloud DB Damage Examination Based on Bloom Filters.- XML Structural Similarity Search Using MapReduce.- Comparing Hadoop and Fat-Btree Based Access Method for Small File I/O Applications.- Data Mining I.- Mining Contrast Inequalities in Numeric Dataset.- Users’ Book-Loan Behaviors Analysis and Knowledge Dependency Mining.- An Extended Predictive Model Markup Language for Data Mining.- A Cross-Media Method of Stakeholder Extraction for News Contents Analysis.- Stream Processing.- An Efficient Approach for Mining Segment-Wise Intervention Rules inTime-Series Streams.- Automated Recognition of Sequential Patterns in Captured Motion Streams.- Online Pattern Aggregation over RFID Data Streams.- Cleaning Uncertain Streams by Parallelized Probabilistic Graphical Models.- Graph Processing.- Taming Computational Complexity: Efficient and Parallel SimRank Optimizations on Undirected Graphs.- DSI: A Method for Indexing Large Graphs Using Distance Set.- K-Radius Subgraph Comparison for RDF Data Cleansing.- Query Processing.- A Novel Framework for Processing Continuous Queries on Moving Objects.- Group Visible Nearest Neighbor Queries in Spatial Databases.- iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space.- Join Directly on Heavy-Weight Compressed Data in Column-Oriented Database.- Potpourri.- Exploiting Service Context for Web Service Search Engine.- Building Business Intelligence Applications Having Prescriptive and Predictive Capabilities.- FileSearchCube: A File Grouping Tool Combining Multiple Types of Interfile-Relationships.- Trustworthy Information: Concepts and Mechanisms.- Web Data II.- How to Design Kansei Retrieval Systems?.- Detecting Hot Events from Web Search Logs.- Evaluating Truthfulness of Modifiers Attached to Web Entity Names.- Searching the Web for Alternative Answers to Questions on WebQA Sites.- Domain-Independent Classification for Deep Web Interfaces.- Data Mining II.- Data Selection for Exact Value Acquisition to Improve Uncertain Clustering.- Exploring the Sentiment Strength of User Reviews.- Semantic Entity Detection by Integrating CRF and SVM.- An Incremental Method for Causal Network Construction.- DCUBE: CUBE on Dirty Databases.- XML and Images.- An Algorithm for Incremental Maintenance of Materialized XPath View.- Query Processing in INM Database System.- Fragile Watermarking for Color Image Recovery Based on Color Filter Array Interpolation.- A Hybrid-Feature-Based Efficient Retrieval over Chinese Calligraphic Manuscript Image Repository.- Efficient Filtering of XML Documents with XPath Expressions Containing Ancestor Axis.- New Hardware.- ACAR: An Adaptive Cost Aware Cache Replacement Approach for Flash Memory.- GPU-Accelerated Predicate Evaluation on Column Store.- MOSS-DB: A Hardware-Aware OLAP Database.- Similarity Search.- Efficient Duplicate Record Detection Based on Similarity Estimation.- A Novel Composite Kernel for Finding Similar Questions in CQA Services.- Efficient Similarity Query in RFID Trajectory Databases.- Information Extraction.- Context-Aware Basic Level Concepts Detection in Folksonomies.- Extracting 5W1H Event Semantic Elements from Chinese Online News.- Automatic Domain Terminology Extraction Using Graph Mutual Reinforcement.- Knowledge Discovery.- Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy.- Margin Based Sample Weighting for Stable Feature Selection.- Associative Classifier for Uncertain Data.- Information Integration.- Automatic Multi-schema Integration Based on User Preference.- EIF: A Framework of Effective Entity Identification.- A Multilevel and Domain-Independent Duplicate Detection Model for Scientific Database.- Extending Databases.- Generalized UDF for Analytics Inside Database Engine.- Efficient Continuous Top-k Keyword Search in Relational Databases.- V Locking Protocol for Materialized Aggregate Join Views on B-Tree Indices.- Web Information Credibility.

Descriere

This book constitutes the proceedings of the 11th International Conference, WAIM 2010 which was held in Jiuzhaigou, China, during July 15-17, 2010. The 58 full papers presented together with 11 short papers were carefully reviewed and selected from 205 submissions. The topics covered are web data, networked data, social networks, cloud computing, data mining, stream processing, graph processing, query processing, potpourri, XML and images, new hardware, similarity search, information extraction, knowledge discovery, information integration and extending databases.