Advances in Data and Web Management

2007

Dong, Guozhu (EDT)/ Lin, Xuemin (EDT)/ Wang, Wei ( 저자(글)

Springer · 2007년 06월 05일

책 소개

This book constitutes the refereed proceedings of the joint 9th Asia-Pacific Web Conference, APWeb 2007, and the 8th International Conference on Web-Age Information Management, WAIM 2007, held in Huang Shan, China in June 2007. The 47 revised full papers and 36 revised short papers presented together with 4 invited papers and the abstracts of 4 keynote papers were carefully reviewed and selected from a total of 554 submissions. The papers are organized in topical sections on data mining and knowledge discovery, information retrieval, P2P systems, sensor networks, spatial and temporal databases, Web mining, XML and semi-structured data, sensor networks and grids, query processing and optimization, data streams, data integration and collaborative systems, data mining and e-learning, data mining, privacy and security, as well as data mining and data streams.

작가정보

저자(글) Dong, Guozhu (EDT)/ Lin, Xuemin (EDT)/ Wang, Wei (

목차

• Data mining using fractals and power laws	p. 1
  Exploring the power of links in data mining	p. 2
  Community systems : the world online	p. 3
  A new DBMS architecture for DB-IR integration	p. 4
  Study on efficiency and effectiveness of KSORD	p. 6
  Discovering Web services based on probabilistic latent factor model	p. 18
  SCORE : symbiotic context oriented information retrieval	p. 30
  Process aware information systems : a human centered perspective	p. 39
  IMCS : incremental mining of closed sequential patterns	p. 50
  Mining time-shifting co-regulation patterns from gene expression data	p. 62
  Tight correlated item sets and their efficient discovery	p. 74
  Improved prediction of protein secondary structures using adaptively weighted profiles	p. 83
  Framework for building a high-quality Web page collection considering page group structure	p. 95
  Multi-document summarization using weighted similarity between topic and clustering-based non-negative semantic feature	p. 108
  A fair load balancing algorithm for hypercube-based DHT networks	p. 116
  LINP : supporting similarity search in unstructured peer-to-peer networks	p. 127
  Generation and matching of ontology data for the semantic Web in a peer-to-peer framework	p. 136
  Energy-efficient skyline queries over sensor network using mapped skyline filters	p. 144
  An adaptive dynamic cluster-based protocol for target tracking in wireless sensor networks	p. 157
  Distributed, hierarchical clustering and summarization in sensor networks	p. 168
  A new similarity measure for near duplicate video clip detection	p. 176
  Efficient algorithms for historical continuous kNN query processing over moving object trajectories	p. 188
  Effective density queries for moving objects in road networks	p. 200
  An efficient spatial search method based on SG-tree	p. 212
  Getting qualified answers for aggregate queries in spatio-temporal databases	p. 220
  Dynamic adaptation strategies for long-term and short-term user profile to personalize search	p. 228
  Using structured tokens to identify webpages for data extraction	p. 241
  Honto? : search : estimating trustworthiness of Web information by search results aggregation and temporal analysis	p. 253
  A probabilistic reasoning approach for discovering Web crawler sessions	p. 265
  An exhaustive and edge-removal algorithm to find cores in implicit communities	p. 273
  Active rules termination analysis through conditional formula containing updatable variable	p. 281
  Computing repairs for inconsistent XML document using chase	p. 293
  An XML publish/subscribe algorithm implemented by relational operators	p. 305
  Retrieving arbitrary XML fragments from structured peer-to-peer networks	p. 317
  Combining smooth graphs with semi-supervised learning	p. 329
  Extracting trend of time series based on improved empirical mode decomposition method	p. 341
  Spectral edit distance method for image clustering	p. 350
  Mining invisible tasks from event logs	p. 358
  The selection of tunable DBMS resources using the incremental/decremental relationship	p. 366
  Hyperclique pattern based off-topic detection	p. 374
  An energy efficient connected coverage protocol in wireless sensor networks	p. 382
  A clustered routing protocol with distributed intrusion detection for wireless sensor networks	p. 395
  Continuous approximate window queries in wireless sensor networks	p. 407
  A survey of job scheduling in grids	p. 419
  Relational nested optional join for efficient semantic Web query processing	p. 428
  Efficient processing of relational queries with sum constraints	p. 440
  A theoretical framework of natural computing - M good lattice points (GLP) method	p. 452
  Building data synopses within a known maximum error bound	p. 463
  Exploiting the structure of update fragments for efficient XML index maintenance	p. 471
  Improvements of HITS algorithms for spam links	p. 479
  Efficient keyword search over data-centric XML documents	p. 491
  Promotional ranking of search engine results : giving new Web pages a chance to prove their values	p. 503
  Adaptive scheduling strategy for data stream management system	p. 511
  A QoS-guaranteeing scheduling algorithm for continuous queries over streams	p. 522
  A simple but effective event-driven model for data stream queries	p. 534
  Efficient difference NN queries for moving objects	p. 542
  APCAS : an approximate approach to adaptively segment time series stream	p. 554
  Continuous k-nearest neighbor search under mobile environment	p. 566
  Record extraction based on user feedback and document selection	p. 574
  Density analysis of winnowing on non-uniform distributions	p. 586
  Error-based collaborative filtering algorithm for top-N recommendation	p. 594
  A PLSA-based approach for building user profile and implementing personalized recommendation	p. 606
  CoXML : a cooperative XML query answering system	p. 614
  Concept-based query transformation based on semantic centrality in semantic peer-to-peer environment	p. 622
  Mining infrequently-accessed file correlations in distributed file system	p. 630
  Learning-based trust model for optimization of selecting Web services	p. 642
  SeCED-FS : a new approach for the classification and discovery of significant regions in medical images	p. 650
  Context-aware search inside e-learning materials using textbook ontologies	p. 658
  Activate interaction relationships between students acceptance behavior and e-learning	p. 670
  Semantic-based grouping of search engine results using WordNet	p. 678
  Static Verification of Access Control Model for AXML Documents	p. 687
  SAM : an efficient algorithm for F&B-index construction	p. 697
  BUXMiner : an efficient bottom-up approach to mining XML query-patterns	p. 709
  A Web service architecture for bidirectional XML updating	p. 721
  ([alpha], k)-anonymity based privacy preservation by lossy join	p. 733
  Achieving k-anonymity via a density-based clustering method	p. 745
  k-anonymization without Q-S associations	p. 753
  Protecting and recovering database systems continuously	p. 765
  Towards Web services composition based on the mining and reasoning of their causal relationships	p. 777
  A dynamically adjustable rule engine for agile business computing environments	p. 785
  A formal design of Web community interactivity	p. 797
  Towards a type-2 fuzzy description logic for semantic search engine	p. 805
  A type-based analysis for verifying Web application	p. 813
  Homomorphism resolving of XPath trees based on automata	p. 821
  An efficient overlay multicast routing algorithm for real-time multimedia applications	p. 829
  Novel NonGaussianity measure based BSS algorithm for dependent signals	p. 837
  HiBO : mining Web's favorites	p. 845
  Frequent variable sets based clustering for artificial neural networks particle classification	p. 857
  Attributes reduction based on GA-CFS method	p. 868
  Towards high performance and high availability clusters of archived stream	p. 876
  Continuously matching episode rules for predicting future events over event streams	p. 884
  Table of Contents provided by Blackwell. All Rights Reserved.

기본정보

ISBN	9783540724834 ( 3540724834 )
발행(출시)일자	2007년 06월 05일
쪽수	898쪽
크기	160 * 237 * 33 mm / 1279 g
총권수	1권
언어	영어