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Volumn 19, Issue , 2009, Pages 103-116

How to semantically enhance a data mining process?

Author keywords

Data mining; Knowledge integration; Ontology Driven Information System

Indexed keywords

DATA MINING; KNOWLEDGE BASED SYSTEMS; MINING; ONTOLOGY; SIGNAL PROCESSING;

EID: 64549139732     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-00670-8_8     Document Type: Article
Times cited : (15)

References (26)
  • 2
    • 84957806122 scopus 로고    scopus 로고
    • Kedad, Z., M'etais, E.: Ontology-based data cleaning. In: Andersson, B., Bergholtz, M., Johannesson, P. (eds.) NLDB 2002. LNCS, 2553, pp. 137-149. Springer, Heidelberg (2002)
    • Kedad, Z., M'etais, E.: Ontology-based data cleaning. In: Andersson, B., Bergholtz, M., Johannesson, P. (eds.) NLDB 2002. LNCS, vol. 2553, pp. 137-149. Springer, Heidelberg (2002)
  • 3
    • 28544452631 scopus 로고    scopus 로고
    • A survey of interestingness measures for knowledge discovery
    • McGarry, K.: A survey of interestingness measures for knowledge discovery. Knowl. Eng. Rev. 20, 39-61 (2005)
    • (2005) Knowl. Eng. Rev , vol.20 , pp. 39-61
    • McGarry, K.1
  • 5
    • 0003963591 scopus 로고    scopus 로고
    • Designing Database Applications with Objects and Rules: The IDEA Methodology
    • Addison-Wesley, Reading
    • Ceri, S., Fraternali, P.: Designing Database Applications with Objects and Rules: The IDEA Methodology. Series on Database Systems and Applications. Addison-Wesley, Reading (1997)
    • (1997) Series on Database Systems and Applications
    • Ceri, S.1    Fraternali, P.2
  • 6
    • 84911350679 scopus 로고    scopus 로고
    • Guarino, N.,Masolo, C., Vetere, G.: Ontoseek: Using large linguistic ontologies for gathering information resources from the web. Technical report, LADSEB-CNR (1998)
    • Guarino, N.,Masolo, C., Vetere, G.: Ontoseek: Using large linguistic ontologies for gathering information resources from the web. Technical report, LADSEB-CNR (1998)
  • 8
    • 0002542095 scopus 로고    scopus 로고
    • Combining local context with wordnet similarity for word sense identification
    • Fellbaum, C, ed, MIT Press, Cambridge
    • Leacock, C., Chodorow, M.: Combining local context with wordnet similarity for word sense identification. In: Fellbaum, C. (ed.)WordNet: A Lexical Reference System and its Application. MIT Press, Cambridge (1998)
    • (1998) WordNet: A Lexical Reference System and its Application
    • Leacock, C.1    Chodorow, M.2
  • 9
    • 1542377498 scopus 로고    scopus 로고
    • Topic distillation using hierarchy concept tree
    • Choi, I., Kim, M.: Topic distillation using hierarchy concept tree. In: ACM SIGIR conference, pp. 371-372 (2003)
    • (2003) ACM SIGIR conference , pp. 371-372
    • Choi, I.1    Kim, M.2
  • 10
    • 84948982735 scopus 로고    scopus 로고
    • Conceptual graph matching for semantic search
    • Zhong, J., Zhu, H., Li, J., Yu, Y.: Conceptual graph matching for semantic search. In: ICCS conference, pp. 92-196 (2002)
    • (2002) ICCS conference , pp. 92-196
    • Zhong, J.1    Zhu, H.2    Li, J.3    Yu, Y.4
  • 11
    • 0003033112 scopus 로고
    • Using information content to evaluate semantic similarity in a taxonomy
    • Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: IJCAI conference, pp. 448-453 (1995)
    • (1995) IJCAI conference , pp. 448-453
    • Resnik, P.1
  • 12
    • 0002016474 scopus 로고    scopus 로고
    • Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language
    • Resnik, P.: Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 11, 95-130 (1999)
    • (1999) Journal of Artificial Intelligence Research , vol.11 , pp. 95-130
    • Resnik, P.1
  • 13
    • 0005180705 scopus 로고    scopus 로고
    • An information-theoretic definition of similarity
    • Lin, D.: An information-theoretic definition of similarity. In: ICML conference (1998)
    • (1998) ICML conference
    • Lin, D.1
  • 14
    • 85087282802 scopus 로고    scopus 로고
    • Semantic similarity based on corpus statistics and lexical taxonomy
    • cmp-lg/9709008
    • Jiang, J., Conrath, D.W.: Semantic similarity based on corpus statistics and lexical taxonomy. CoRR cmp-lg/9709008 (1997)
    • (1997) CoRR
    • Jiang, J.1    Conrath, D.W.2
  • 15
    • 34248197632 scopus 로고    scopus 로고
    • Semantic similarity measures as tools for exploring the gene ontology
    • Lord, P., Stevens, R., Brass, A., Goble, C.A.: Semantic similarity measures as tools for exploring the gene ontology. In: PSB conference (2003)
    • (2003) PSB conference
    • Lord, P.1    Stevens, R.2    Brass, A.3    Goble, C.A.4
  • 16
    • 33748335463 scopus 로고    scopus 로고
    • A new measure for functional similarity of gene products based on gene ontology
    • Schlicker, A., Domingues, F., Rahnenfuhrer, J., Lengauer, T.: A new measure for functional similarity of gene products based on gene ontology. BMC Bioinformatics 7, 302 (2006)
    • (2006) BMC Bioinformatics , vol.7 , pp. 302
    • Schlicker, A.1    Domingues, F.2    Rahnenfuhrer, J.3    Lengauer, T.4
  • 18
    • 64549144466 scopus 로고
    • SociologicalWork:Method and Substance
    • U. S
    • Becker, H.S.: SociologicalWork:Method and Substance. Transaction Publishers, U. S (1976)
    • (1976) Transaction Publishers
    • Becker, H.S.1
  • 19
    • 33646058236 scopus 로고    scopus 로고
    • De Leenheer, P., de Moor, A.: Context-driven disambiguation in ontology elicitation. In: Shvaiko, P., Euzenat, J. (eds.) Context and Ontologies: Theory, Practice and Applications, Pittsburgh, Pennsylvania, AAAI, pp. 17-24. AAAI Press, Menlo Park (2005)
    • De Leenheer, P., de Moor, A.: Context-driven disambiguation in ontology elicitation. In: Shvaiko, P., Euzenat, J. (eds.) Context and Ontologies: Theory, Practice and Applications, Pittsburgh, Pennsylvania, AAAI, pp. 17-24. AAAI Press, Menlo Park (2005)
  • 20
    • 84947806502 scopus 로고    scopus 로고
    • Berka, P., Bruha, I.: Discretization and grouping: Preprocessing steps for data mining. In: ̇Z ytkow, J.M. (ed.) PKDD 1998. LNCS, 1510, pp. 239-245. Springer, Heidelberg (1998)
    • Berka, P., Bruha, I.: Discretization and grouping: Preprocessing steps for data mining. In: ̇Z ytkow, J.M. (ed.) PKDD 1998. LNCS, vol. 1510, pp. 239-245. Springer, Heidelberg (1998)
  • 22
    • 50049095092 scopus 로고    scopus 로고
    • Brisson, L.: Knowledge extraction using a conceptual information system (ExCIS). In: Collard, M. (ed.) ODBIS 2005/2006. LNCS, 4623, pp. 119-134. Springer, Heidelberg (2007)
    • Brisson, L.: Knowledge extraction using a conceptual information system (ExCIS). In: Collard, M. (ed.) ODBIS 2005/2006. LNCS, vol. 4623, pp. 119-134. Springer, Heidelberg (2007)
  • 23
    • 0030284618 scopus 로고    scopus 로고
    • A database perspective on knowledge discovery
    • Imieli'nski, T., Mannila, H.: A database perspective on knowledge discovery. Commun. ACM 39, 58-64 (1996)
    • (1996) Commun. ACM , vol.39 , pp. 58-64
    • Imieli'nski, T.1    Mannila, H.2
  • 24
    • 0142219248 scopus 로고    scopus 로고
    • Rizzi, S., Bertino, E., Catania, B., Golfarelli, M., Halkidi, M., Terrovitis, M., Vassiliadis, P., Vazirgiannis, M., Vrachnos, E.: Towards a logical model for patterns. In: Song, I.-Y., Liddle, S.W., Ling, T.-W., Scheuermann, P. (eds.) ER 2003. LNCS, 2813, pp. 77-90. Springer, Heidelberg (2003)
    • Rizzi, S., Bertino, E., Catania, B., Golfarelli, M., Halkidi, M., Terrovitis, M., Vassiliadis, P., Vazirgiannis, M., Vrachnos, E.: Towards a logical model for patterns. In: Song, I.-Y., Liddle, S.W., Ling, T.-W., Scheuermann, P. (eds.) ER 2003. LNCS, vol. 2813, pp. 77-90. Springer, Heidelberg (2003)
  • 25
    • 84911355408 scopus 로고    scopus 로고
    • Collard, M., Vansnick, J.C.: How to measure interestingness in data mining: a multiple criteria decision analysis approach. In: RCIS, pp. 395-400 (2007)
    • Collard, M., Vansnick, J.C.: How to measure interestingness in data mining: a multiple criteria decision analysis approach. In: RCIS, pp. 395-400 (2007)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.