Advances in Data and Web Management

by Dong, Guozhu; Lin, Xuemin; Wang, Wei; Yang, Yun; Yu, Jeffrey Xu

• ISBN13: 9783540724834
• ISBN10: 3540724834
• Format: Paperback
• Copyright: 2007-08-01
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

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
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