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Volumn 17, Issue 1-2, 2007, Pages 71-91

Personalizing influence diagrams: Applying online learning strategies to dialogue management

Author keywords

Dialogue management; Influence diagrams; Personalization; Planning; Speech recognition; User model adaptation

Indexed keywords

ALGORITHMS; DECISION THEORY; LEARNING SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PLANNING; PROBLEM SOLVING; SPEECH RECOGNITION;

EID: 33847317508     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-006-9020-7     Document Type: Article
Times cited : (11)

References (25)
  • 1
    • 0031649660 scopus 로고    scopus 로고
    • Bayesian models for keyhole plan recognition in an adventure game. User Model. User-Adapted Interaction
    • Albrecht, D., Zukerman, I., Nicholson, A.: Bayesian models for keyhole plan recognition in an adventure game. User Model. User-Adapted Interaction, Special Issue Machine Learning User Model. 8(1-2), 5-47 (1998)
    • (1998) Special Issue Machine Learning User Model , vol.8 , Issue.1-2 , pp. 5-47
    • Albrecht, D.1    Zukerman, I.2    Nicholson, A.3
  • 2
    • 0041966002 scopus 로고    scopus 로고
    • Using confidence bounds for exploitation-exploration trade-offs
    • Auer, P.: Using confidence bounds for exploitation-exploration trade-offs. J. Machine Learn. Res. 3, 397-422 (2002)
    • (2002) J. Machine Learn. Res , vol.3 , pp. 397-422
    • Auer, P.1
  • 3
    • 0029513526 scopus 로고
    • Gambling in a rigged casino: The adversarial multi-armed bandit problem. In: In Proceedings of the 36th Annual Symposium on Foundations of Computer Science
    • Los Alamitos, CA
    • Auer, P., Cesa-Bianchi, M., Freund, Y., Schapire, R.: Gambling in a rigged casino: the adversarial multi-armed bandit problem. In: In Proceedings of the 36th Annual Symposium on Foundations of Computer Science, pp. 322-331. IEEE Computer Society Press, Los Alamitos, CA (1995)
    • (1995) IEEE Computer Society Press , pp. 322-331
    • Auer, P.1    Cesa-Bianchi, M.2    Freund, Y.3    Schapire, R.4
  • 5
    • 0346942368 scopus 로고    scopus 로고
    • Boutilier, C., Dean, T., Hanks, S.: Decision-theoretic planning: structural assumptions and computational leverage. I Aritif. Intell. Res. 1, 1-93 (1999)
    • Boutilier, C., Dean, T., Hanks, S.: Decision-theoretic planning: structural assumptions and computational leverage. I Aritif. Intell. Res. 1, 1-93 (1999)
  • 6
    • 0041919126 scopus 로고    scopus 로고
    • The winmine toolkit
    • Technical Report MSR-TR-2002-103, Microsoft Redmond, WA
    • Chickering, D.M.: The winmine toolkit. Technical Report MSR-TR-2002-103, Microsoft Redmond, WA (2002)
    • (2002)
    • Chickering, D.M.1
  • 7
    • 0008586604 scopus 로고
    • A method for using belief networks as influence diagrams
    • Heckerman, D, Mamdani, A, eds, Washington, DC, pp, Morgan Kaufmann
    • Cooper, G.F.: A method for using belief networks as influence diagrams. In: Heckerman, D., Mamdani, A., (eds.), Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, Washington, DC, pp. 55-63, Morgan Kaufmann (1993)
    • (1993) Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence , pp. 55-63
    • Cooper, G.F.1
  • 10
    • 0003846041 scopus 로고    scopus 로고
    • A tutorial on learning Bayesian networks
    • Technical Report MSR-TR-95-06, Microsoft Research
    • Heckerman, D.: A tutorial on learning Bayesian networks. Technical Report MSR-TR-95-06, Microsoft Research (1996)
    • (1996)
    • Heckerman, D.1
  • 15
    • 33846955531 scopus 로고    scopus 로고
    • Online bounds for bayesian algorithms
    • Saul, L.K, Weiss, Y, Bottou, L, eds, MIT Press, Cambridge, MA
    • Kakade, S.M., Ng, A.Y.: Online bounds for bayesian algorithms. In: Saul, L.K., Weiss, Y., Bottou, L. (eds.), Advances in Neural Information Processing Systems, Vol. 17, pp. 641-648. MIT Press, Cambridge, MA (2005)
    • (2005) Advances in Neural Information Processing Systems , vol.17 , pp. 641-648
    • Kakade, S.M.1    Ng, A.Y.2
  • 16
    • 0035466786 scopus 로고    scopus 로고
    • Representing and solving decision problems with limited information
    • Lauritzen, S.L., Nilsson, D.: Representing and solving decision problems with limited information. Manage. Sci. 47(9), 1235-1251 (2001)
    • (2001) Manage. Sci , vol.47 , Issue.9 , pp. 1235-1251
    • Lauritzen, S.L.1    Nilsson, D.2
  • 17
    • 84906478589 scopus 로고    scopus 로고
    • Roy, N., Pineau, J., Thrun, S.: Spoken dialogue management using probabilistic reasoning. In: Proceedings of ACL-2000, pp. 93-100. Hong Kong, China (2000)
    • Roy, N., Pineau, J., Thrun, S.: Spoken dialogue management using probabilistic reasoning. In: Proceedings of ACL-2000, pp. 93-100. Hong Kong, China (2000)
  • 19
    • 0037841376 scopus 로고    scopus 로고
    • Optimizing dialogue management with reinforcement learning: Experiments with the njfun system
    • Singh, S., Litman, D., Kearns, M., Walker, M.: Optimizing dialogue management with reinforcement learning: experiments with the njfun system. J. Artif. Intell. Res. 16, 105-133 (2002)
    • (2002) J. Artif. Intell. Res , vol.16 , pp. 105-133
    • Singh, S.1    Litman, D.2    Kearns, M.3    Walker, M.4
  • 22
    • 0001395850 scopus 로고
    • On the likelihood that one unknown probability exceeds another in view of the evidence of two samples
    • Thompson, W.R.: On the likelihood that one unknown probability exceeds another in view of the evidence of two samples. Biometricka. 25, 285-294 (1993)
    • (1993) Biometricka , vol.25 , pp. 285-294
    • Thompson, W.R.1
  • 24
    • 0346045661 scopus 로고    scopus 로고
    • Young, S.: Probabilistic methods in spoken dialogue systems. Philos. Trans. Roy. Soc. (Ser A) 358(1769), 1389-1402 (2000)
    • Young, S.: Probabilistic methods in spoken dialogue systems. Philos. Trans. Roy. Soc. (Ser A) 358(1769), 1389-1402 (2000)
  • 25
    • 0035033607 scopus 로고    scopus 로고
    • Predictive statistical models for user modeling. User Model
    • Zukerman, I., Albrecht, D.: Predictive statistical models for user modeling. User Model. User-Adapted Interact. 11(1), 5-18 (2001)
    • (2001) User-Adapted Interact , vol.11 , Issue.1 , pp. 5-18
    • Zukerman, I.1    Albrecht, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.