메뉴 건너뛰기




Volumn 2015-January, Issue , 2015, Pages 126-137

Principles of Explanatory Debugging to personalize interactive machine learning

Author keywords

End user programming; Interactive machine learning

Indexed keywords

MACHINE LEARNING; USER INTERFACES;

EID: 84939637881     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2678025.2701399     Document Type: Conference Paper
Times cited : (542)

References (47)
  • 1
    • 85044541263 scopus 로고    scopus 로고
    • Power to the people: The role of humans in interactive machine learning
    • in press
    • Amershi, S., Cakmak, M., Knox, W. B., and Kulesza, T. Power to the people: The role of humans in interactive machine learning. AI Magazine (in press).
    • AI Magazine
    • Amershi, S.1    Cakmak, M.2    Knox, W.B.3    Kulesza, T.4
  • 15
    • 40949115266 scopus 로고
    • Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research
    • Hart, S. G., and Staveland, L. E. Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. Advances in Psychology 52(1988), 139-183.
    • (1988) Advances in Psychology , vol.52 , pp. 139-183
    • Hart, S.G.1    Staveland, L.E.2
  • 19
    • 38249042045 scopus 로고
    • Two theories of home heat control
    • Kempton, W. Two theories of home heat control. Cognitive Science 10(1986), 75-90.
    • (1986) Cognitive Science , vol.10 , pp. 75-90
    • Kempton, W.1
  • 20
    • 22944460214 scopus 로고    scopus 로고
    • Multinomial naive Bayes for text categorization revisited
    • Springer Berlin Heidelberg, Berlin, Heidelberg
    • Kibriya, A. M., Frank, E., Pfahringer, B., and Holmes, G. Multinomial naive Bayes for text categorization revisited. In AI 2004: Advances in Artificial Intelligence. Springer Berlin Heidelberg, Berlin, Heidelberg, 2004, 488-499.
    • (2004) AI 2004: Advances in Artificial Intelligence , pp. 488-499
    • Kibriya, A.M.1    Frank, E.2    Pfahringer, B.3    Holmes, G.4
  • 27
    • 10744225731 scopus 로고    scopus 로고
    • A review of explanation methods for Bayesian networks
    • Lacave, C., and Díez, F. J. A review of explanation methods for Bayesian networks. The Knowledge Engineering Review 17, 2(2002), 107-127.
    • (2002) The Knowledge Engineering Review , vol.17 , Issue.2 , pp. 107-127
    • Lacave, C.1    Díez, F.J.2
  • 32
    • 23544435249 scopus 로고
    • Some observations on mental models
    • R. M. Baecker and W. A. S. Buxton, Eds. San Francisco, CA, USA
    • Norman, D. A. Some observations on mental models. In Human-Computer Interaction, R. M. Baecker and W. A. S. Buxton, Eds. San Francisco, CA, USA, 1987, 241-244.
    • (1987) Human-computer Interaction , pp. 241-244
    • Norman, D.A.1
  • 36
    • 84892445059 scopus 로고    scopus 로고
    • GAIA: A CAD environment for model-Based Adaptation of game-playing Software Agents
    • Rugaber, S., Goel, A. K., and Martie, L. GAIA: A CAD environment for model-Based Adaptation of game-playing Software Agents. Procedia Computer Science 16(2013), 29-38.
    • (2013) Procedia Computer Science , vol.16 , pp. 29-38
    • Rugaber, S.1    Goel, A.K.2    Martie, L.3
  • 42
    • 84867337066 scopus 로고    scopus 로고
    • Evaluating the effectiveness of explanations for recommender systems
    • Tintarev, N., and Masthoff, J. Evaluating the effectiveness of explanations for recommender systems. User Modeling and User-Adapted Interaction 22, 4-5(2012), 399-439.
    • (2012) User Modeling and User-adapted Interaction , vol.22 , Issue.4-5 , pp. 399-439
    • Tintarev, N.1    Masthoff, J.2
  • 44
    • 0001779836 scopus 로고    scopus 로고
    • Principles and heuristics for designing minimalist instruction
    • J. M. Carroll, Ed. MIT Press, Cambridge, MA
    • van der Meij, H., and Carroll, J. M. Principles and heuristics for designing minimalist instruction. In Minimalism beyond the Nurnberg funnel, J. M. Carroll, Ed. MIT Press, Cambridge, MA, 1998, 19-53.
    • (1998) Minimalism Beyond the Nurnberg Funnel , pp. 19-53
    • Van Der Meij, H.1    Carroll, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.