메뉴 건너뛰기




Volumn 42, Issue 6, 2012, Pages 1103-1119

Attribute-driven hidden markov model trees for intention prediction

Author keywords

Hidden Markov model (HMM); intention prediction; sequence learning

Indexed keywords

BUILDING BLOCKES; CONDITIONAL RANDOM FIELDS (CRFS); DATA SETS; DEMOGRAPHIC DATA; HIDDEN MARKOV MODELS (HMMS); MOBILE APPLICATIONS; MODEL TREES; PREDICTION ACCURACY; PREDICTION MODEL; PROBABILISTIC SEQUENCES; REAL DATA SETS; SEQUENCE LEARNING; SIMULATED DATA; TREE STRUCTURES; USER CHARACTERISTICS; USER INTENTION MODEL; USER INTERACTION; WEB APPLICATION;

EID: 84867877985     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2012.2198212     Document Type: Article
Times cited : (20)

References (39)
  • 2
    • 84965063004 scopus 로고
    • An inequality with applications to statistical estimation for probabilistic functions of a Markov process and to a model for ecology
    • L. E. Baum and J. A. Egon, "An inequality with applications to statistical estimation for probabilistic functions of a Markov process and to a model for ecology," Bull. Amer. Meteorol. Soc., vol. 73, pp. 360-363, 1967.
    • (1967) Bull. Amer. Meteorol. Soc. , vol.73 , pp. 360-363
    • Baum, L.E.1    Egon, J.A.2
  • 3
    • 84972571328 scopus 로고
    • Growth functions for transformations on manifolds
    • L. E. Baum and G. R. Sell, "Growth functions for transformations on manifolds," Pacific J. Math., vol. 27, no. 2, pp. 211-227, 1968.
    • (1968) Pacific J. Math. , vol.27 , Issue.2 , pp. 211-227
    • Baum, L.E.1    Sell, G.R.2
  • 5
    • 84985879986 scopus 로고    scopus 로고
    • Multiple word alignment with profile hidden Markov models
    • Morristown, NJ
    • A. Bhargava and G. Kondrak, "Multiple word alignment with profile hidden Markov models," in Proc. Human Language Technol. Conf., Morristown, NJ, 2009, pp. 43-48.
    • (2009) Proc. Human Language Technol. Conf. , pp. 43-48
    • Bhargava, A.1    Kondrak, G.2
  • 7
    • 0344791836 scopus 로고    scopus 로고
    • User intention modeling in web applications using data mining
    • Z. Chen, F. Lin, H. Liu, Y. Liu, W. Ma, and L. Wenyin, "User intention modeling in web applications using data mining," J. World Wide Web, vol. 5, no. 3, pp. 181-191, 2002.
    • (2002) J. World Wide Web , vol.5 , Issue.3 , pp. 181-191
    • Chen, Z.1    Lin, F.2    Liu, H.3    Liu, Y.4    Ma, W.5    Wenyin, L.6
  • 8
    • 2342576784 scopus 로고    scopus 로고
    • Predicting the intrusion intentions by observing system call sequences
    • L. Feng, X. Guan, S. Guo, Y. Gao, and P. Liu, "Predicting the intrusion intentions by observing system call sequences," Comput. Security, vol. 23, no. 3, pp. 241-252, 2004.
    • (2004) Comput. Security , vol.23 , Issue.3 , pp. 241-252
    • Feng, L.1    Guan, X.2    Guo, S.3    Gao, Y.4    Liu, P.5
  • 9
    • 0032119668 scopus 로고    scopus 로고
    • The hierarchical hidden Markovmodel: Analysis and applications
    • S. Fine,Y. Singer, andN. Tishby, "The hierarchical hiddenMarkovmodel: Analysis and applications," Mach. Learning, vol. 32, pp. 41-62, 1998.
    • (1998) Mach. Learning , vol.32 , pp. 41-62
    • Fine, S.1    Singer, Y.2    Tishby, N.3
  • 13
  • 14
    • 3042510781 scopus 로고    scopus 로고
    • Adaptive interfaces and agents
    • A. Sears and J. A. Jacko, Eds. Mahwah, NJ: Erlbaum
    • A. Jameson, "Adaptive interfaces and agents," in Human-Computer Interface Handbook, A. Sears and J. A. Jacko, Eds. Mahwah, NJ: Erlbaum, 2003, pp. 305-330.
    • (2003) Human-Computer Interface Handbook , pp. 305-330
    • Jameson, A.1
  • 15
    • 35348844063 scopus 로고    scopus 로고
    • Determining the user intent of web search engine queries
    • DOI 10.1145/1242572.1242739, 16th International World Wide Web Conference, WWW2007
    • B. Jansen, D. Booth, and A. Spink, "Determining the user intent of web search engine queries," in Proc. Int. World Wide Web Conf., Banff, AB, Canada, 2007, pp. 1149-1150. (Pubitemid 47582356)
    • (2007) 16th International World Wide Web Conference, WWW2007 , pp. 1149-1150
    • Jansen, B.J.1    Booth, D.L.2    Spink, A.3
  • 17
    • 77956964275 scopus 로고    scopus 로고
    • An introduction to hidden Markov models for biological sequences
    • Computational Methods in Molecular Biology
    • A. Krogh, "An introduction to hidden Markov models for biological sequences," in Computational Methods in Molecular Biology, S. Salzberg, D. Searls, and S. Kasif, Eds. New York: Elsevier, 1998, pp. 45-63. (Pubitemid 128101717)
    • (1998) New Comprehensive Biochemistry , vol.32 , pp. 45-63
    • Krogh, A.1
  • 18
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. Lafferty, A. Mccallum, and F. Pereira, "Conditional random fields: Probabilistic models for segmenting and labeling sequence data," in Proc. 18th Int. Conf. Mach. Learning, 2001, pp. 282-289.
    • (2001) Proc. 18th Int. Conf. Mach. Learning , pp. 282-289
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 19
    • 0002979739 scopus 로고    scopus 로고
    • Hidden Markov models for human/computer interface modeling
    • T. Lane, "Hidden Markov models for human/computer interface modeling," in Proc. IJCAI-99Workshop Learning About Users, 1999, pp. 35-44.
    • (1999) Proc. IJCAI-99Workshop Learning about Users , pp. 35-44
    • Lane, T.1
  • 20
    • 33750289501 scopus 로고    scopus 로고
    • Automatic identication of user goals in web search
    • Chiba, Japan
    • U. Lee, Z. Liu, and J. Cho, "Automatic identication of user goals in web search," in Proc. Int.WorldWideWeb Conf., Chiba, Japan, 2005, pp. 391-400.
    • (2005) Proc. Int. World Wide Web Conf. , pp. 391-400
    • Lee, U.1    Liu, Z.2    Cho, J.3
  • 22
    • 67649289964 scopus 로고    scopus 로고
    • Dual features functional support vector machines for fault detection of rechargeable batteries
    • Jul.
    • J. I. Park, S. H. Baek,M. K. Jeong, and S. J. Bae, "Dual features functional support vector machines for fault detection of rechargeable batteries," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 39, no. 4, pp. 480-485, Jul. 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev. , vol.39 , Issue.4 , pp. 480-485
    • Park, J.I.1    Baekm. K Jeong, S.H.2    Bae, S.J.3
  • 23
    • 57349095254 scopus 로고    scopus 로고
    • Beyond attention: The role of deictic gesture in intention recognition in multimodal conversational interfaces
    • S. Qu and J. Y. Chai, "Beyond attention: The role of deictic gesture in intention recognition in multimodal conversational interfaces," in Proc. 13th Int. Conf. Intell. User Interfaces, 2008, pp. 237-246.
    • (2008) Proc. 13th Int. Conf. Intell. User Interfaces , pp. 237-246
    • Qu, S.1    Chai, J.Y.2
  • 24
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlan, "Induction of decision trees," Mach. Learning, vol. 1, pp. 81-106, 1986.
    • (1986) Mach. Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 27
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Feb.
    • L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 30
    • 33746089186 scopus 로고    scopus 로고
    • A hybrid learning system for recognizing user tasks from desktop activities and email messages
    • DOI 10.1145/1111449.1111473, IUI 06 - 2006 International Conference on Intelligent User Interfaces
    • J. Shen, L. Li, T. G. Dietterich, and J. L. Herlocker, "A hybrid learning system for recognizing user tasks from desktop activities and email messages," in Proc. 11th Int. Conf. Intell. User Interfaces, Sydney, N.S.W., Australia, Jan. 29-Feb. 01, 2006, pp. 86-92. (Pubitemid 44074854)
    • (2006) International Conference on Intelligent User Interfaces, Proceedings IUI , vol.2006 , pp. 86-92
    • Shen, J.1    Li, L.2    Dietterich, T.G.3    Herlocker, J.L.4
  • 31
    • 10444260672 scopus 로고    scopus 로고
    • Intention modeling for web navigation
    • (WWW), Beijing, China, Mar.
    • X. Sun, Z. Chen, W. Liu, and W.-Y. Ma, "Intention modeling for web navigation," in Proc. 11thWorld Wide Web Conf. (WWW), Beijing, China, Mar. 2002, pp. 107-112.
    • (2002) Proc. 11th World Wide Web Conf. , pp. 107-112
    • Sun, X.1    Chen, Z.2    Liu, W.3    Ma, W.-Y.4
  • 32
    • 0035387537 scopus 로고    scopus 로고
    • Sequence learning: From recognition and prediction to sequential decision making
    • R. Sun and C. L. Giles, "Sequence learning: From recognition and prediction to sequential decision making," IEEE Intell. Syst., vol. 16, no. 4, pp. 67-70, Jul./Aug. 2001. (Pubitemid 32828680)
    • (2001) IEEE Intelligent Systems and Their Applications , vol.16 , Issue.4 , pp. 67-70
    • Sun, R.1    Lee Giles, C.2
  • 33
    • 51649093335 scopus 로고    scopus 로고
    • POMDP-based long-term user intention prediction for wheelchair navigation
    • May
    • T. Taha, M. J. Valls, and G. Dissanayake, "POMDP-based long-term user intention prediction for wheelchair navigation," in Proc. IEEE Int. Conf. Robot. Autom., May 2008, pp. 3920-3925.
    • (2008) Proc. IEEE Int. Conf. Robot. Autom. , pp. 3920-3925
    • Taha, T.1    Valls, M.J.2    Dissanayake, G.3
  • 34
    • 1842843692 scopus 로고    scopus 로고
    • Hotlists and Web browsing behavior - An empirical investigation
    • DOI 10.1016/S0148-2963(02)00361-2, PII S0148296302003612
    • M. V. Thakor, W. Borsuk, and M. Kalamas, "Hotlists and Web browsing behavior-anempirical investigation," J. Bus. Res., vol. 57, no. 7, pp. 776-786, Jul. 2004. (Pubitemid 38491776)
    • (2004) Journal of Business Research , vol.57 , Issue.7 , pp. 776-786
    • Thakor, M.V.1    Borsuk, W.2    Kalamas, M.3
  • 35
    • 33744718855 scopus 로고    scopus 로고
    • On the enhancement of collaborative filtering by demographic data
    • M. Vozalis and K. G. Margarits, "On the enhancement of collaborative filtering by demographic data," Web Intell. Agent Syst., vol. 4, no. 2, pp. 117-138, 2006. (Pubitemid 43823076)
    • (2006) Web Intelligence and Agent Systems , vol.4 , Issue.2 , pp. 117-138
    • Vozalis, M.1    Margaritis, K.G.2
  • 36
    • 85007792261 scopus 로고    scopus 로고
    • Is there a magic number 7 (to the minus 1)? the benefits of imperfect diagnostic automation: A synthesis of the literature
    • C. D. Wickens and S. R. Dixon, "Is there a magic number 7 (to the minus 1)? The benefits of imperfect diagnostic automation: A synthesis of the literature," Theoretical Issues Ergonom. Sci., vol. 8, no. 3, pp. 201-212, 2007.
    • (2007) Theoretical Issues Ergonom. Sci. , vol.8 , Issue.3 , pp. 201-212
    • Wickens, C.D.1    Dixon, S.R.2
  • 39
    • 34249984950 scopus 로고    scopus 로고
    • Comparing recommendation strategies in a commercial context
    • DOI 10.1109/MIS.2007.49
    • M. Zanker, D. Jannach, S. Gordea, and M. Jessenitschnig, "Comparing recommendation strategies in a commercial context," Intell. Syst., vol. 22, no. 3, pp. 69-73, 2007. (Pubitemid 46883398)
    • (2007) IEEE Intelligent Systems , vol.22 , Issue.3 , pp. 69-73
    • Zanker, M.1    Jannach, D.2    Gordea, S.3    Jessenitschnig, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.