메뉴 건너뛰기




Volumn 59, Issue 3 SPEC. ISS., 2006, Pages 627-651

XML structural delta mining: Issues and challenges

Author keywords

Applications; Dynamic metrics; Research issues; Structural delta; Versions of XML documents; XML structural delta mining

Indexed keywords

DATA MINING; INFORMATION RETRIEVAL SYSTEMS; PATTERN RECOGNITION; PROBLEM SOLVING; RESEARCH AND DEVELOPMENT MANAGEMENT; STRUCTURAL ANALYSIS;

EID: 33749244267     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2005.10.002     Document Type: Article
Times cited : (25)

References (46)
  • 1
    • 33749257712 scopus 로고    scopus 로고
    • T. Asai, K. Abe, S. Kawasoe, H. Arimura, H. Sakamoto, S. Arikawa, Efficient substructure discovery from large semi-structured data, in: Proceedings of the 2nd SIAM International Conference on Data Mining, 2002, pp. 158-174.
  • 4
    • 0036925333 scopus 로고    scopus 로고
    • D. Braga, A. Campi, S. Ceri, M. Klemettinen, P.L. Lanzi, A tool for extracting XML association rules, in: Proceedings of IEEE International Conference on Tools with Artificial Intelligence ICTAI, 2002, pp. 57-65.
  • 5
    • 33749245167 scopus 로고    scopus 로고
    • L. Chen, S.S. Bhowmick, L.-T. Chia, Mining association rules from structural deltas of historical XML documents, in: Proceedings of the 8th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, Australia, 2004.
  • 6
    • 33749258242 scopus 로고    scopus 로고
    • L. Chen, S.S. Bhowmick, L.-T. Chia, Mining maximal frequently changing subtree pattern from XML documents, in: Proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Zaragoza, Spain, 2004.
  • 7
    • 0036205449 scopus 로고    scopus 로고
    • G. Cobena, S. Abiteboul, A. Marian, Detecting changes in XML documents, in: Proceedings of ICDE International Conference on Data Engineering, 2002.
  • 8
    • 85012170640 scopus 로고    scopus 로고
    • S. Cohen, J. Mamou, Y. Kanza, Y. Sagiv, Xsearch: A semantic search engine for XML, in: Proceedings of the 2003 International Conference of Very Large DataBase, 2003.
  • 10
    • 33749242103 scopus 로고    scopus 로고
    • Curbera, D.A. Epstein, Fast difference and update of XML documents, in: Proceedings of XTech, 1999.
  • 11
    • 33749241909 scopus 로고    scopus 로고
    • L. Dehaspe, H. Toivonen, R.D. King, Finding frequent substructures in chemical compounds, in: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1998, pp. 30-36.
  • 12
    • 34547984408 scopus 로고    scopus 로고
    • M. Deshpande, M. Kuramochi, G. Karypis, Frequent sub-structure-based approaches for classifying chemical compounds, in: Proceedings of IEEE ICDM International Conference on Data Mining, 2003.
  • 14
    • 84994092452 scopus 로고    scopus 로고
    • R. Goldman, J. Widom, Dataguides: Enabling query formulation and optimization in semistructured databases, in: Proceedings of the 1997 International Conference of Very Large DataBase, 1997.
  • 15
    • 0032627945 scopus 로고    scopus 로고
    • J. Han, G. Dong, Y. Yin, Efficient mining of partial periodic patterns in time series database, in: Proceedings of ICDE International Conference on Data Engineering, Sydney, Australia, 1999, pp. 106-115.
  • 16
    • 78149328300 scopus 로고    scopus 로고
    • J. Huan, W. Wang, J. Prins, Efficient mining of frequent subgraph in the presence of isomorphism, in: Proceedings of IEEE ICDM International Conference on Data Mining, 2003.
  • 17
    • 2442674421 scopus 로고    scopus 로고
    • J. Huan, W. Wang, A. Washington, J. Prins, R. Shah, A. Tropshas, Accurate classification of protein structural families using coherent subgraph analysis, in: Proceedings of PSB, 2004.
  • 18
    • 84974733299 scopus 로고    scopus 로고
    • A. Inokuchi, T. Washio, H. Motoda, An apriori based algorithm for mining frequent substructures from graph data, in: Proceedings of European Conference on Principles and Practice of Knowledge Discovery in Databases PKDD, 2000, pp. 13-23.
  • 19
    • 28444488876 scopus 로고    scopus 로고
    • P. Ipeirotis, A. Ntoulas, J. Choo, L. Gravano, Modeling and managing content changes in text databases, in: Proceedings of ICDE International Conference on Data Engineering, 2005.
  • 20
    • 0344065589 scopus 로고    scopus 로고
    • H. Jiang, H. Lu, XR-Tree: indexing XML data for efficient structural joins, in: Proceedings of ICDE International Conference on Data Engineering, 2003.
  • 21
    • 78149312583 scopus 로고    scopus 로고
    • M. Kuramochi, G. Karypis, Frequent subgraph discovery, in: Proceedings of IEEE International Conference on Data Mining ICDM, 2001, pp. 313-320.
  • 22
    • 33745777860 scopus 로고    scopus 로고
    • E. Leonardi, S.S. Bhowmick, Detecting changes on unordered XML documents using relational databases: a schema-conscious approach, in: Proceedings of the 14th ACM International Conference on Information and Knowledge Management (ACM CIKM 2005), 2005.
  • 23
    • 35048826820 scopus 로고    scopus 로고
    • E. Leonardi, S.S. Bhowmick, T. Dharma, S. Madria, Detecting content changes on ordered XML documents using relational databases, in: Proceedings of the 15th International Conference on Database and Expert Systems Applications (DEXA 2004), 2004.
  • 24
    • 33749243362 scopus 로고    scopus 로고
    • E. Leonardi, S.S. Bhowmick, S. Madria, Detecting changes on large unordered XML documents using relational databases, in: Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA 2005), 2005.
  • 25
    • 33749240404 scopus 로고    scopus 로고
    • H.P. Leung, F.L. Chung, S.C. Chan, A new sequential mining approach to XML document similarity computation, in: Proceedings of the 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Seoul, Korea, 2003.
  • 26
    • 0037531629 scopus 로고    scopus 로고
    • Indexing and querying XML data for regular path expressions
    • Li Q., and Moon B. Indexing and querying XML data for regular path expressions. The VLDB Journal (2001) 361-370
    • (2001) The VLDB Journal , pp. 361-370
    • Li, Q.1    Moon, B.2
  • 30
    • 3042751287 scopus 로고    scopus 로고
    • M. Nicola, J. John, XML parsing: A threat to database performance, in: Proceedings of ACM International Conference on Information and Knowledge Management, 2003, pp. 175-178.
  • 31
    • 3042780922 scopus 로고    scopus 로고
    • A. Termier, M.-C. Rousset, M. Sebag, Treefinder: a first step towards XML data mining, in: Proceedings of International Conference on Data Mining ICDM, 2002.
  • 32
    • 33749235923 scopus 로고    scopus 로고
    • M. Theobald, R. Schenkel, G. Weikum, Exploiting structure, annotation, and ontological knowledge for automatic classification of xml data, in: Proceedings of the 6th International Workshop on the Web and Databases (WebDB), 2003.
  • 33
    • 33749245166 scopus 로고    scopus 로고
    • C. Wang, M. Hong, J. Pei, H. Zhou, W. Wang, B. Shi, Efficient pattern-growth methods for frequent tree pattern mining, in: Proceedings of the 8th Pacific-Asia Knowledge Discovery and Data Mining, 2004.
  • 35
    • 0344927764 scopus 로고    scopus 로고
    • Y. Wang, D.J. DeWitt, J.-Y. Cai, X-Diff: an effective change detection algorithm for XML documents, in: Proceedings of ICDE International Conference on Data Engineering, 2003.
  • 36
    • 12244304650 scopus 로고    scopus 로고
    • Y. Xiao, J.F. Yao, Z. Li, M.H. Dunham, Efficient data mining for maximal frequent subtree, in: Proceedings of the 3rd International Conference on Data Mining, 2003, p. 379.
  • 37
    • 78149333073 scopus 로고    scopus 로고
    • X. Yan, J. Han. gSpan: Graph-based substructure pattern mining, in: Proceedings of IEEE International Conference on Data Mining ICDM, 2002, pp. 721-724.
  • 38
    • 77952334885 scopus 로고    scopus 로고
    • X. Yan, J. Han, Closegraph: mining closed frequent graph patterns, in: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2003.
  • 39
    • 85012146515 scopus 로고    scopus 로고
    • L.H. Yang, M.L. Lee, W. Hsu, Efficient mining of XML query patterns for caching, in: Proceedings of Very Large Database VLDB, 2003, pp. 69-80.
  • 40
    • 0242709382 scopus 로고    scopus 로고
    • M.J. Zaki, Efficiently mining frequent trees in a forest, in: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002, pp. 71-80.
  • 41
    • 77952397753 scopus 로고    scopus 로고
    • M.J. Zaki, C.C. Aggarwal, Xrules: an effective structural classifier for XML data, in: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2003.
  • 42
    • 33749244664 scopus 로고    scopus 로고
    • Q. Zhao, S.S. Bhowmick, Mining history of changes to web access patterns, in: Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Pisa, Italy, 2004.
  • 43
    • 33749249246 scopus 로고    scopus 로고
    • Q. Zhao, S.S. Bhowmick, FASST mining: Discovering frequently changing semantic structure from versions of unordered XML documents, in: Proceedings of 10th International Conference on Database Systems for Advanced Applications, 2005.
  • 44
    • 33745803224 scopus 로고    scopus 로고
    • Q. Zhao, S.S. Bhowmick, G. Le, Mining conserved XML query paths for dynamic-conscious caching, in: Proceedings of CIKM, 2005.
  • 45
    • 33744783721 scopus 로고    scopus 로고
    • Q. Zhao, S.S. Bhowmick, S. Madria, Discovering pattern-based dynamic structures from versions of unordered XML documents, in: Proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Zaragoza, Spain, 2004.
  • 46
    • 33749253160 scopus 로고    scopus 로고
    • Q. Zhao, S.S. Bhowmick, M. Mohania, Y. Kambayashi, FCS mining: discovering frequently changing structures from historical XML structural deltas, in: Proceedings of ACM CIKM International Conference on Information and Knowledge Management, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.