메뉴 건너뛰기




Volumn 17, Issue 1-2, 2007, Pages 41-69

Efficient and non-parametric reasoning over user preferences

Author keywords

Kernels; Ordinal utility function; Preference elicitation; Reasoning over preferences; Support vector machines

Indexed keywords

DATA REDUCTION; FORMAL LOGIC; KNOWLEDGE REPRESENTATION; LEARNING SYSTEMS; MATHEMATICAL MODELS; SEMANTICS;

EID: 33847299568     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-006-9022-5     Document Type: Article
Times cited : (16)

References (53)
  • 1
    • 84906424945 scopus 로고    scopus 로고
    • Bacchus, F., Grove, A.: Graphical models for preference and utility. In: UAI-1995, pp. 3-10. Montreal (1995)
    • Bacchus, F., Grove, A.: Graphical models for preference and utility. In: UAI-1995, pp. 3-10. Montreal (1995)
  • 3
    • 0036929058 scopus 로고    scopus 로고
    • Blythe, J.: Visual exploration and incremental utility elicitation. In: AAAI-02, pp. 526-532. Edmonton (2002)
    • Blythe, J.: Visual exploration and incremental utility elicitation. In: AAAI-02, pp. 526-532. Edmonton (2002)
  • 6
    • 84906471875 scopus 로고    scopus 로고
    • Boutilier, C., Bacchus, F., Brafman, R.I.: UCP-networks: A directed graphical representation of conditional utilities. In: UAI-2001, pp. 56-64. Seatlle, WA (2001)
    • Boutilier, C., Bacchus, F., Brafman, R.I.: UCP-networks: A directed graphical representation of conditional utilities. In: UAI-2001, pp. 56-64. Seatlle, WA (2001)
  • 7
    • 4344559610 scopus 로고    scopus 로고
    • CP-nets: A tool for representing and reasoning about conditional ceteris paribus preference statements
    • Boutilier, C., Brafman, R., Domshlak, C., Hoos, H., Poole, D.: CP-nets: A tool for representing and reasoning about conditional ceteris paribus preference statements. J. Artif. Intel. Res. 21, 135-191 (2004)
    • (2004) J. Artif. Intel. Res , vol.21 , pp. 135-191
    • Boutilier, C.1    Brafman, R.2    Domshlak, C.3    Hoos, H.4    Poole, D.5
  • 9
    • 84906456530 scopus 로고    scopus 로고
    • Brafman, R., Domshlak, C., Kogan, T.: Compact value-function representations for qualitative preferences. In: UAI-04, Banff, Canada (2004)
    • Brafman, R., Domshlak, C., Kogan, T.: Compact value-function representations for qualitative preferences. In: UAI-04, Banff, Canada (2004)
  • 10
    • 0031176342 scopus 로고    scopus 로고
    • The FindMe approach to assisted browsing
    • Burke, R.D., Hammond, K.J., Young, B.C.: The FindMe approach to assisted browsing. IEEE Expert 12(4), 32-40 (1997)
    • (1997) IEEE Expert , vol.12 , Issue.4 , pp. 32-40
    • Burke, R.D.1    Hammond, K.J.2    Young, B.C.3
  • 11
    • 0036611479 scopus 로고    scopus 로고
    • Natural language assistant: A dialog system for online product recommendation
    • Chai, J., Horvath, V., Nicolov, N., Stys, M., Kambhatla, N., Zadrozny, W., Melville, P.: Natural language assistant: A dialog system for online product recommendation. AI Mag. 23(2), 63-76 (2002)
    • (2002) AI Mag , vol.23 , Issue.2 , pp. 63-76
    • Chai, J.1    Horvath, V.2    Nicolov, N.3    Stys, M.4    Kambhatla, N.5    Zadrozny, W.6    Melville, P.7
  • 12
    • 84906440644 scopus 로고    scopus 로고
    • Chisholm, R.M., Sosa, E.: On the logic of 'Intrinsically Better'. Am. Philos. Q. 3, 244-249 (1966)
    • Chisholm, R.M., Sosa, E.: On the logic of 'Intrinsically Better'. Am. Philos. Q. 3, 244-249 (1966)
  • 13
    • 3142632034 scopus 로고    scopus 로고
    • Preference formulas in relational queries
    • Chomicki, J. Preference formulas in relational queries. ACM Trans. Database Syst. 28(4), 427-466 (2003)
    • (2003) ACM Trans. Database Syst , vol.28 , Issue.4 , pp. 427-466
    • Chomicki, J.1
  • 15
    • 34249753618 scopus 로고    scopus 로고
    • Cortes C., Vapnik, V. (1995) Support-vector networks. Mach. Learn. J. 20,273-297 (1995)
    • Cortes C., Vapnik, V. (1995) Support-vector networks. Mach. Learn. J. 20,273-297 (1995)
  • 16
    • 78751697759 scopus 로고    scopus 로고
    • Unstructuring user preferences: Efficient non-parametric utility revelation
    • UAI, Edinburgh, Scotland
    • Domshlak, C., Joachims, T.: Unstructuring user preferences: Efficient non-parametric utility revelation. In: Conference on Uncertainty in Artificial Intelligence (UAI), Edinburgh, Scotland (2005)
    • (2005) Conference on Uncertainty in Artificial Intelligence
    • Domshlak, C.1    Joachims, T.2
  • 17
    • 2442654406 scopus 로고    scopus 로고
    • Prospects for preferences
    • Doyle, J. Prospects for preferences. Comput. Intell. 20(2):111-136 (2004)
    • (2004) Comput. Intell , vol.20 , Issue.2 , pp. 111-136
    • Doyle, J.1
  • 18
    • 0032641691 scopus 로고    scopus 로고
    • Background to qualitative decision theory
    • Doyle, J., Thomason, R.H.: Background to qualitative decision theory. AI Mag. 20(2), 55-68 (1999)
    • (1999) AI Mag , vol.20 , Issue.2 , pp. 55-68
    • Doyle, J.1    Thomason, R.H.2
  • 21
    • 4644367942 scopus 로고    scopus 로고
    • An efficient boosting algorithm for combining preferences
    • Freund, Y., Iyer, R., Schapire, R.E., Singer, Y.: An efficient boosting algorithm for combining preferences. J. Mach. Learn. Res. 4, 933-969 (2003)
    • (2003) J. Mach. Learn. Res , vol.4 , pp. 933-969
    • Freund, Y.1    Iyer, R.2    Schapire, R.E.3    Singer, Y.4
  • 23
    • 23044527359 scopus 로고    scopus 로고
    • Thirty years of conjoint analysis: Reflections and prospects
    • Green, P.E., Krieger, A.M., Wind, Y.: Thirty years of conjoint analysis: Reflections and prospects. Interfaces. 31(3), 56-73 (2001.)
    • (2001) Interfaces , vol.31 , Issue.3 , pp. 56-73
    • Green, P.E.1    Krieger, A.M.2    Wind, Y.3
  • 26
    • 2442676770 scopus 로고    scopus 로고
    • Preference logic
    • Gabbay, D.M, Guenthner, F, eds, IInd edn, Kluwer, Dordrecht
    • Hansson, S.O.: Preference logic. In: Gabbay, D.M., Guenthner, F. (eds.) Handbook of Philosophical Logic, IInd edn, vol. 4, pp. 319-394. Kluwer, Dordrecht (2001a)
    • (2001) Handbook of Philosophical Logic , vol.4 , pp. 319-394
    • Hansson, S.O.1
  • 28
    • 0008371352 scopus 로고    scopus 로고
    • Large margin rank boundaries for ordinal regression
    • MIT Press, Cambridge, MA
    • Herbrich, R., Graepel, T., Obermayer, K.: Large margin rank boundaries for ordinal regression. In: Advances in Large Margin Classifiers, pp. 115-132. MIT Press, Cambridge, MA (2000)
    • (2000) Advances in Large Margin Classifiers , pp. 115-132
    • Herbrich, R.1    Graepel, T.2    Obermayer, K.3
  • 32
    • 0015000439 scopus 로고
    • Some results on tchebycheffian spline functions
    • Kimeldorf. G., Wahba, G.: Some results on tchebycheffian spline functions. J. Math. Anal. Appl. 33, 82-95 (1971)
    • (1971) J. Math. Anal. Appl , vol.33 , pp. 82-95
    • Kimeldorf, G.1    Wahba, G.2
  • 36
    • 84906440645 scopus 로고    scopus 로고
    • La Mura, P., Shoham, Y.: Expected utility networks. In: UAI-1999. pp. 367-373. Stockholm, Sweden (1999)
    • La Mura, P., Shoham, Y.: Expected utility networks. In: UAI-1999. pp. 367-373. Stockholm, Sweden (1999)
  • 37
    • 3843100297 scopus 로고    scopus 로고
    • Logical preference representation and combinatorial vote
    • Lang, J.: Logical preference representation and combinatorial vote. Ann. Math. Artif. Intell. 42(1-3), 37-71 (2004)
    • (2004) Ann. Math. Artif. Intell , vol.42 , Issue.1-3 , pp. 37-71
    • Lang, J.1
  • 38
    • 84906471870 scopus 로고    scopus 로고
    • Linden, G., Hanks, S., Lesh, N.: Interactive assessment of user preference models: The automated travel assistant. In: Proceedings of the Sixth International Conference on User Modeling, pp. 67-78. Chia Laguna, Sardinia, Italy (1997)
    • Linden, G., Hanks, S., Lesh, N.: Interactive assessment of user preference models: The automated travel assistant. In: Proceedings of the Sixth International Conference on User Modeling, pp. 67-78. Chia Laguna, Sardinia, Italy (1997)
  • 39
    • 2442539195 scopus 로고    scopus 로고
    • Utility functions for ceteris paribus preferences
    • McGeachie, M., Doyle, J.: Utility functions for ceteris paribus preferences. Comput. Intell. 20(2), 158-217 (2004)
    • (2004) Comput. Intell , vol.20 , Issue.2 , pp. 158-217
    • McGeachie, M.1    Doyle, J.2
  • 41
    • 0345682503 scopus 로고
    • A preference logic minimally complete for expected utility maximization
    • Packard, D.J.: A preference logic minimally complete for expected utility maximization. J. Philos. Logic. 4(2), 223-235 (1975)
    • (1975) J. Philos. Logic , vol.4 , Issue.2 , pp. 223-235
    • Packard, D.J.1
  • 42
    • 18744367296 scopus 로고    scopus 로고
    • Pu, P., Fallings B.: Decision tradeoff using example critiquing and constraint programming. Constr. Int. J. 9(4), 289-310 (2004)
    • Pu, P., Fallings B.: Decision tradeoff using example critiquing and constraint programming. Constr. Int. J. 9(4), 289-310 (2004)
  • 44
    • 84906440643 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)
  • 48
    • 84880674683 scopus 로고    scopus 로고
    • Shoham, Y.: A symmetric view of probabilities and utilities. In: IJCAI-1997, pp. 1324-1329. Nagoya, Japan (1997b)
    • Shoham, Y.: A symmetric view of probabilities and utilities. In: IJCAI-1997, pp. 1324-1329. Nagoya, Japan (1997b)
  • 50
    • 0542426618 scopus 로고    scopus 로고
    • The logic of preference reconsidered
    • Reprinted in [von Wright, 1984, 1972
    • von Wright, G.H.: The logic of preference reconsidered. Theory and Decisions 3, 140-167. Reprinted in [von Wright, 1984] (1972)
    • Theory and Decisions , vol.3 , pp. 140-167
    • von Wright, G.H.1
  • 51
    • 0008766797 scopus 로고
    • Philosophical Papers, Cornell University Press, Ithaca, NY
    • von Wright, G.H.: Philosophical logic: Philosophical Papers, vol. 2. Cornell University Press, Ithaca, NY (1984)
    • (1984) Philosophical logic , vol.2
    • von Wright, G.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.