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Volumn 9, Issue 2, 1997, Pages 329-335

Experience with rule induction and k-nearest neighbor methods for interface agents that learn

Author keywords

Agent architecture; Information filtering; Instance based learning; Intelligent e mail filter; Intelligent USENet news reader; Interface agent; Machine learning; Rule induction

Indexed keywords

ALGORITHMS; COMPUTER ARCHITECTURE; INFORMATION MANAGEMENT; INTELLIGENT NETWORKS; INTERFACES (COMPUTER); KNOWLEDGE ACQUISITION;

EID: 0031099393     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/69.591456     Document Type: Article
Times cited : (13)

References (21)
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  • 6
    • 0039078723 scopus 로고
    • Intelligent Interfaces as Agents
    • J.W. Sullivan and S.W. Tyler, eds., ACM Press, New York
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    • Chin, D.N.1
  • 8
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    • NewsWeeder: Learning to Filter Netnews
    • Morgan Kaufmann, San Francisco
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    • Lang, K.1
  • 10
    • 6244308022 scopus 로고
    • BSc thesis, Dept. of Electrical Engineering and Computer Science, Massachusetts Inst. of Technology
    • M.E. Metral, "Design of a Generic Learning Interface Agent," BSc thesis, Dept. of Electrical Engineering and Computer Science, Massachusetts Inst. of Technology, 1993.
    • (1993) Design of a Generic Learning Interface Agent
    • Metral, M.E.1
  • 11
    • 0022909661 scopus 로고
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    • (1986) Comm. ACM , vol.29 , Issue.12
    • Stanfill, C.1    Waltz, D.2
  • 13
    • 0030785931 scopus 로고    scopus 로고
    • Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface
    • T.R. Payne and P. Edwards, "Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface," Applied Artificial Intelligence J., vol. 11, no. 1, pp. 1-32, 1997.
    • (1997) Applied Artificial Intelligence J. , vol.11 , Issue.1 , pp. 1-32
    • Payne, T.R.1    Edwards, P.2
  • 14
    • 34249966007 scopus 로고
    • The CN2 Induction Algorithm
    • P. Clark and T. Niblett, "The CN2 Induction Algorithm," Machine Learning, vol. 3, pp. 261-283, 1989.
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    • Clark, P.1    Niblett, T.2
  • 16
    • 3242751620 scopus 로고
    • BSc final year project report, Dept. of Computing Science, Univ. of Aberdeen, Scotland
    • C.L. Green, "USENet News Agent," BSc final year project report, Dept. of Computing Science, Univ. of Aberdeen, Scotland, 1995.
    • (1995) USENet News Agent
    • Green, C.L.1
  • 17
    • 84915212583 scopus 로고
    • Estimation by the Nearest Neighbor Rule
    • T.M. Cover, "Estimation by the Nearest Neighbor Rule," IEEE Trans. Information Theory, vol. 14, no. 1, pp. 50-55, 1968.
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  • 18
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    • A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features
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  • 21
    • 33747615503 scopus 로고
    • A Comparison of Rule and Exemplar-Based Learning Systems
    • P.B. Brazdil and K. Konolige, eds., Kluwer, Boston
    • P. Clark, "A Comparison of Rule and Exemplar-Based Learning Systems," Machine Learning, Meta-Reasoning, and Logics, P.B. Brazdil and K. Konolige, eds., Kluwer, Boston, pp. 159-186, 1990.
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    • Clark, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.