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Volumn 12, Issue 1, 2007, Pages 23-40

A domain model of Web recommender systems based on usage mining and collaborative filtering

Author keywords

Collaborative filtering; Domain models; Domainengineering; Multi agent systems; Recommender systems; Usage mining

Indexed keywords


EID: 33750688841     PISSN: 09473602     EISSN: 1432010X     Source Type: Journal    
DOI: 10.1007/s00766-006-0038-5     Document Type: Article
Times cited : (29)

References (56)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • Adomavicius G, Tuzhilin A (2005) Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans Knowl Data Eng 17(6):734-749
    • (2005) IEEE Trans Knowl Data Eng , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 2
    • 5244320115 scopus 로고
    • Domain engineering for software reuse
    • Ph.D. Thesis. Department of Information and Computer Science, University of California
    • Arango G (1988) Domain engineering for software reuse. Ph.D. Thesis. Department of Information and Computer Science, University of California
    • (1988)
    • Arango, G.1
  • 5
    • 84976680153 scopus 로고
    • Information retrieval and filtering: Two sides of the same coin?
    • Belkin NJ, Croft WB (1992) Information retrieval and filtering: Two sides of the same coin? Commun ACM 35(12):29-38
    • (1992) Commun ACM , vol.35 , Issue.12 , pp. 29-38
    • Belkin, N.J.1    Croft, W.B.2
  • 9
    • 0347018581 scopus 로고    scopus 로고
    • From adaptive hypermedia to the Adaptive Web
    • Brusilovsky P, Maybury M (2002) From adaptive hypermedia to the Adaptive Web. Commun ACM 45(5):31-33
    • (2002) Commun ACM , vol.45 , Issue.5 , pp. 31-33
    • Brusilovsky, P.1    Maybury, M.2
  • 11
    • 0036959356 scopus 로고    scopus 로고
    • Hybrid recommender systems: Survey and experiments
    • Burke R (2002) Hybrid recommender systems: Survey and experiments. User Model User-adapt Interact 12(4):331-370
    • (2002) User Model User-adapt Interact , vol.12 , Issue.4 , pp. 331-370
    • Burke, R.1
  • 13
    • 0003763652 scopus 로고    scopus 로고
    • Web usage mining: Discovery and application of interesting patterns from Web data
    • PhD Thesis, Department of Computer Science, University of Minnesota
    • Cooley RW (2000) Web usage mining: Discovery and application of interesting patterns from Web data. PhD Thesis, Department of Computer Science, University of Minnesota
    • (2000)
    • Cooley, R.W.1
  • 19
    • 33750709386 scopus 로고    scopus 로고
    • Technical Report, DB-NET 2004, available at
    • Eirinaki M (2004) Web mining: A roadmap, Technical Report, DB-NET 2004, available at http://www.db-net.aueb.gr
    • (2004) Web Mining: A Roadmap
    • Eirinaki, M.1
  • 21
    • 14544291427 scopus 로고    scopus 로고
    • Mining interesting knowledge from weblogs: A survey
    • Facca FM, Lanzi PL (2005) Mining interesting knowledge from weblogs: A survey. Data Knowl Eng 53(3):225-241
    • (2005) Data Knowl Eng , vol.53 , Issue.3 , pp. 225-241
    • Facca, F.M.1    Lanzi, P.L.2
  • 24
    • 33646727248 scopus 로고    scopus 로고
    • An ontology-based technique for the specification of domain and user models in multi-agent domain engineering
    • Girardi R, Faria C (2004) An ontology-based technique for the specification of domain and user models in multi-agent domain engineering. CLEI Electron J 7(1)
    • (2004) CLEI Electron J , vol.7 , Issue.1
    • Girardi, R.1    Faria, C.2
  • 27
    • 23344443707 scopus 로고    scopus 로고
    • A system of agent-based patterns for user modeling based on usage mining
    • Girardi R, Balby L, Oliveira I (2005) A system of agent-based patterns for user modeling based on usage mining. Interact Comput 17(5):567-591
    • (2005) Interact Comput , vol.17 , Issue.5 , pp. 567-591
    • Girardi, R.1    Balby, L.2    Oliveira, I.3
  • 30
    • 58149365542 scopus 로고
    • Toward principles for the design of ontologies used for knowledge sharing
    • Gruber TR (1995) Toward principles for the design of ontologies used for knowledge sharing. Int J Hum Comput Stud N43:907-928
    • (1995) Int J Hum Comput Stud , vol.N43 , pp. 907-928
    • Gruber, T.R.1
  • 33
    • 0003512056 scopus 로고
    • Feature-oriented domain analysis (FODA) feasibility study
    • Technical Report, CMU/SEI-90-TR-21, Software Engineering Institute, Carnegie Mellon University, Pittsburgh
    • Kang K, Cohen S, Hess J, Nowak W, Peterson S (1990) Feature-oriented domain analysis (FODA) feasibility study. Technical Report, CMU/ SEI-90-TR-21, Software Engineering Institute, Carnegie Mellon University, Pittsburgh
    • (1990)
    • Kang, K.1    Cohen, S.2    Hess, J.3    Nowak, W.4    Peterson, S.5
  • 35
    • 0001781295 scopus 로고    scopus 로고
    • Web mining research: A survey
    • Kosala R, Blockeel H (2000) Web mining research: A survey. SIG KDD Explor 2:1-15
    • (2000) SIG KDD Explor , vol.2 , pp. 1-15
    • Kosala, R.1    Blockeel, H.2
  • 36
    • 0003449831 scopus 로고    scopus 로고
    • Resource description framework (RDF) model and syntax specification
    • W3C recommendation
    • Lassila O, Swick R (1999) Resource description framework (RDF) model and syntax specification. W3C recommendation, World Wide Web Consortium
    • (1999) World Wide Web Consortium
    • Lassila, O.1    Swick, R.2
  • 38
    • 33750716138 scopus 로고    scopus 로고
    • Using distinctive information channels for a mission-based Web recommender system In:
    • Li J, Zaiane O (2004) Using distinctive information channels for a mission-based Web recommender system. In: Proceedings of WebKDD 2004 Seattle, pp 35-46
    • (2004) Proceedings of WebKDD 2004 Seattle , pp. 35-46
    • Li, J.1    Zaiane, O.2
  • 39
    • 33750710805 scopus 로고    scopus 로고
    • A multi-agent framework for usage mining and user modeling-based Web personalization (in Portuguese)
    • Master dissertation, Federal University of Maranhão - UFMA-CPGEE 2005
    • Marinho Leandro B (2005) A multi-agent framework for usage mining and user modeling-based Web personalization (in Portuguese). Master dissertation, Federal University of Maranhão - UFMA-CPGEE 2005
    • (2005)
    • Marinho Leandro, B.1
  • 41
    • 84958652227 scopus 로고    scopus 로고
    • Integrating Web usage and content mining for more effective personalization
    • In: LNCS - Lecture Notes in Computer Science Springer, Berlin Heidelberg New York
    • Mobasher B, Dai H, Luo T et al (2000) Integrating Web usage and content mining for more effective personalization. In: Proceedings of the international conference on E-Commerce and Web Technologies (ECWeb), LNCS - Lecture Notes in Computer Science, vol 1875. Springer, Berlin Heidelberg New York, pp 165-176
    • (2000) Proceedings of the International Conference on E-Commerce and Web Technologies (ECWeb) , vol.1875 , pp. 165-176
    • Mobasher, B.1    Dai, H.2    Luo, T.3
  • 42
    • 42549118739 scopus 로고    scopus 로고
    • Complete this puzzle: A connectionist approach to accurate Web recommendations based on a committee of predictors
    • In: Seattle
    • Nasraoui O, Pavuluri M (2004) Complete this puzzle: A connectionist approach to accurate Web recommendations based on a committee of predictors. In: Proceedings of WebKDD 2004, Seattle
    • (2004) Proceedings of WebKDD 2004
    • Nasraoui, O.1    Pavuluri, M.2
  • 45
    • 70350650941 scopus 로고    scopus 로고
    • SODA Societies and infrastructures in the analysis and design of agent-based systems
    • In: AOSE 2000 on agent-oriented software engineering, Ireland
    • Omicini A (2001) SODA Societies and infrastructures in the analysis and design of agent-based systems. In: Proceedings of the first international workshop, AOSE 2000 on agent-oriented software engineering, Ireland, pp 185-193
    • (2001) Proceedings of the First International Workshop , pp. 185-193
    • Omicini, A.1
  • 46
    • 33750716616 scopus 로고    scopus 로고
    • Modeling of a multi-agent system for recommendations of touristic packages through Web usage mining and collaborative filtering
    • UFMA-CGCC (in Portuguese)
    • Osvaldo R (2006) Modeling of a multi-agent system for recommendations of touristic packages through Web usage mining and collaborative filtering, Final degree work, UFMA-CGCC (in Portuguese)
    • (2006) Final Degree Work
    • Osvaldo, R.1
  • 52
    • 33745794937 scopus 로고    scopus 로고
    • Usage mining for and on the semantic Web. Next generation data mining
    • In: Baltimore
    • Stumme G, Hotho A, Berendt B (2002) Usage mining for and on the semantic Web. Next generation data mining. In: Proceedings of the NSF Workshop. Baltimore, pp 77-86
    • (2002) Proceedings of the NSF Workshop , pp. 77-86
    • Stumme, G.1    Hotho, A.2    Berendt, B.3
  • 56
    • 0031646959 scopus 로고    scopus 로고
    • Speedtracer: A Web usage mining and analysis tool
    • Wu K, Yu PS, Ballman A (1998) Speedtracer: A Web usage mining and analysis tool. BM Syst J 37(1):89-105
    • (1998) BM Syst J , vol.37 , Issue.1 , pp. 89-105
    • Wu, K.1    Yu, P.S.2    Ballman, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.