메뉴 건너뛰기




Volumn 44, Issue 6, 2008, Pages 1886-1900

Complex adaptive filtering user profile using graphical models

Author keywords

Adaptive user modelling; Graphical models; Information filtering

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; GRAPHIC METHODS;

EID: 53849107455     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2008.08.001     Document Type: Article
Times cited : (8)

References (53)
  • 1
    • 77953106270 scopus 로고    scopus 로고
    • Anderson, C. R., & Horvitz, E. (2002). SWeb montage: A dynamic personalized start pages. In Proceedings of the 11th world wide web conference (pp. 704-712).
    • Anderson, C. R., & Horvitz, E. (2002). SWeb montage: A dynamic personalized start pages. In Proceedings of the 11th world wide web conference (pp. 704-712).
  • 2
    • 0034753526 scopus 로고    scopus 로고
    • Ardissono, L., Console, L., & Torre, I. (2001). An adaptive system for the personalized access to news. In AI communications (pp. 129-147).
    • Ardissono, L., Console, L., & Torre, I. (2001). An adaptive system for the personalized access to news. In AI communications (pp. 129-147).
  • 3
    • 0033699978 scopus 로고    scopus 로고
    • Bharat, K. (2000). Searchpad: Explicit capture of search context to support web search. In Proceeding of ninth international WWW conference (pp. 493-501).
    • Bharat, K. (2000). Searchpad: Explicit capture of search context to support web search. In Proceeding of ninth international WWW conference (pp. 493-501).
  • 4
    • 0032652972 scopus 로고    scopus 로고
    • Billsus, D., & Pazzani, M. J. (1999). A personal news agent that talks, learns and explains. In AGENTS '99: Proceedings of the third annual conference on autonomous agents (pp. 268-275). ACM Press.
    • Billsus, D., & Pazzani, M. J. (1999). A personal news agent that talks, learns and explains. In AGENTS '99: Proceedings of the third annual conference on autonomous agents (pp. 268-275). ACM Press.
  • 5
    • 53849103656 scopus 로고    scopus 로고
    • Callan, J., Smeaton, A., Beaulieu, M., Borlund, P., Brusilovsky, P., Chalmers, M., et al. (2003). Personalisation and recommender systems in digital libraries. In Joint NSF-EU DELOS working group report.
    • Callan, J., Smeaton, A., Beaulieu, M., Borlund, P., Brusilovsky, P., Chalmers, M., et al. (2003). Personalisation and recommender systems in digital libraries. In Joint NSF-EU DELOS working group report.
  • 6
    • 0032270694 scopus 로고    scopus 로고
    • Carbonell, J., & Goldstein, J. (1998). The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings of the 21st annual international ACM SIGIR conference (pp. 335-336).
    • Carbonell, J., & Goldstein, J. (1998). The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings of the 21st annual international ACM SIGIR conference (pp. 335-336).
  • 7
    • 18744412644 scopus 로고    scopus 로고
    • Carreira, R., Crato, J. M., Goncalves, D., & Jorge, J. A. 2004. Evaluating adaptive user profiles for news classification. In IUI '04: Proceedings of the ninth international conference on intelligent user interface (pp. 206-212). ACM Press.
    • Carreira, R., Crato, J. M., Goncalves, D., & Jorge, J. A. 2004. Evaluating adaptive user profiles for news classification. In IUI '04: Proceedings of the ninth international conference on intelligent user interface (pp. 206-212). ACM Press.
  • 8
    • 0035019085 scopus 로고    scopus 로고
    • Claypool, M., Le, P., Wased, M., & Brown, D. (2001). Implicit interest indicators. In Intelligent user interfaces (pp. 33-40).
    • Claypool, M., Le, P., Wased, M., & Brown, D. (2001). Implicit interest indicators. In Intelligent user interfaces (pp. 33-40).
  • 9
    • 53849124731 scopus 로고    scopus 로고
    • Conati, C., Gertner, A. S., VanLehn, K., & Druzdzel, M. J. (1997). On-line student modeling for coached problem solving using Bayesian networks. In Proceedings of the sixth international conference on user modeling (pp. 231-242).
    • Conati, C., Gertner, A. S., VanLehn, K., & Druzdzel, M. J. (1997). On-line student modeling for coached problem solving using Bayesian networks. In Proceedings of the sixth international conference on user modeling (pp. 231-242).
  • 11
    • 53849093461 scopus 로고    scopus 로고
    • Croft, B., Allan, J., Fisher, D., Strohman, T., Feng, F., Larkey, L., et al. (2004). The Lemur Toolkit for language modeling and information retrieval. (visited: October 2006).
    • Croft, B., Allan, J., Fisher, D., Strohman, T., Feng, F., Larkey, L., et al. (2004). The Lemur Toolkit for language modeling and information retrieval. (visited: October 2006).
  • 12
    • 35348914807 scopus 로고    scopus 로고
    • Das, A., Datar, M., Garg, A., & Rajaram, S. (2007). Google news personalization: Scalable online collaborative filtering. In: Proceedings of the 16th international world wide web conference.
    • Das, A., Datar, M., Garg, A., & Rajaram, S. (2007). Google news personalization: Scalable online collaborative filtering. In: Proceedings of the 16th international world wide web conference.
  • 13
    • 84947456862 scopus 로고    scopus 로고
    • Domingue, J., & Scott, P. 1998. KMi planet: A web based news server. In APCHI '98: Proceedings of the third asian pacific computer and human interaction. (p. 324). IEEE Computer Society.
    • Domingue, J., & Scott, P. 1998. KMi planet: A web based news server. In APCHI '98: Proceedings of the third asian pacific computer and human interaction. (p. 324). IEEE Computer Society.
  • 14
    • 20344382508 scopus 로고    scopus 로고
    • Fox, S., Karnawat, K., Mydland, M., Dumais, S., & White, T. (2005). Evaluating implicit measures to improve web search. In ACM Transactions information systems (Vol. 23, pp. 147-168). New York, NY, USA: ACM Press.
    • Fox, S., Karnawat, K., Mydland, M., Dumais, S., & White, T. (2005). Evaluating implicit measures to improve web search. In ACM Transactions information systems (Vol. 23, pp. 147-168). New York, NY, USA: ACM Press.
  • 15
    • 53849129260 scopus 로고    scopus 로고
    • Friedman, N. (1998). The Bayesian structural EM algorithm. In UAI (pp. 129-138).
    • Friedman, N. (1998). The Bayesian structural EM algorithm. In UAI (pp. 129-138).
  • 17
    • 53849119559 scopus 로고    scopus 로고
    • Harman, D. (2003). Overview of the TREC 2002 novelty track. In The 11th text retrieval conference (TREC-11) (pp. 46-56). NIST 500-251.
    • Harman, D. (2003). Overview of the TREC 2002 novelty track. In The 11th text retrieval conference (TREC-11) (pp. 46-56). NIST 500-251.
  • 20
    • 8644254713 scopus 로고    scopus 로고
    • Henzinger, M., Chang, B. -W., Milch, B., & Brin, S. (2003). Query-free news search. In WWW '03: Proceedings of the 12th international conference on world wide web (pp. 1-10). ACM Press.
    • Henzinger, M., Chang, B. -W., Milch, B., & Brin, S. (2003). Query-free news search. In WWW '03: Proceedings of the 12th international conference on world wide web (pp. 1-10). ACM Press.
  • 21
    • 53849116156 scopus 로고    scopus 로고
    • Horvitz, E., Breese, J., Heckerman, D., Hovel, D., & Rommelse, K. (1998). The Lumiere project: Bayesian user modeling for inferring the goals and needs of soft. In Proceedings of the 14th annual conference on uncertainty in artificial intelligence (UAI-98) (pp. 256-265). San Francisco, CA: Morgan Kaufmann.
    • Horvitz, E., Breese, J., Heckerman, D., Hovel, D., & Rommelse, K. (1998). The Lumiere project: Bayesian user modeling for inferring the goals and needs of soft. In Proceedings of the 14th annual conference on uncertainty in artificial intelligence (UAI-98) (pp. 256-265). San Francisco, CA: Morgan Kaufmann.
  • 22
    • 0042685161 scopus 로고    scopus 로고
    • Jaakkola, T. S., & Jordan, M. I. (2000). Bayesian logistic regression: A variational approach. In Statistics and computing (pp. 25-37).
    • Jaakkola, T. S., & Jordan, M. I. (2000). Bayesian logistic regression: A variational approach. In Statistics and computing (pp. 25-37).
  • 23
    • 53849086209 scopus 로고    scopus 로고
    • Jordan, M. I., Ghahramani, Z., Jaakkola, T. S., & Saul, L. K. (1999). An introduction to variational methods for graphical models (pp. 105-161). Cambridge, MA, USA: MIT Press.
    • Jordan, M. I., Ghahramani, Z., Jaakkola, T. S., & Saul, L. K. (1999). An introduction to variational methods for graphical models (pp. 105-161). Cambridge, MA, USA: MIT Press.
  • 24
    • 8644249427 scopus 로고    scopus 로고
    • Implicit feedback for inferring user preference: A bibliography
    • Kelly D., and Teevan J. Implicit feedback for inferring user preference: A bibliography. SIGIR Forum 37 2 (2003) 18-28
    • (2003) SIGIR Forum , vol.37 , Issue.2 , pp. 18-28
    • Kelly, D.1    Teevan, J.2
  • 25
    • 0032256758 scopus 로고    scopus 로고
    • Kleinberg, J. (1998). Authoritative sources in a hyperlinked environment. In: Proceedings of the ninth ACM-SIAM symposium on discrete algorithms.
    • Kleinberg, J. (1998). Authoritative sources in a hyperlinked environment. In: Proceedings of the ninth ACM-SIAM symposium on discrete algorithms.
  • 26
    • 1142292451 scopus 로고    scopus 로고
    • Lai, H.-J., Liang, T.-P., & Ku, Y. C. (2003). Customized internet news services based on customer profiles. In ICEC '03: Proceedings of the fifth international conference on electronic commerce (pp. 225-229). ACM Press.
    • Lai, H.-J., Liang, T.-P., & Ku, Y. C. (2003). Customized internet news services based on customer profiles. In ICEC '03: Proceedings of the fifth international conference on electronic commerce (pp. 225-229). ACM Press.
  • 27
    • 53849099697 scopus 로고    scopus 로고
    • Lang, K. (1995). NewsWeeder: Learning to filter news. In Proceedings of the 12th international conference on machine learning (pp. 331-339).
    • Lang, K. (1995). NewsWeeder: Learning to filter news. In Proceedings of the 12th international conference on machine learning (pp. 331-339).
  • 28
    • 53849094129 scopus 로고    scopus 로고
    • Le, P., & Waseda, M. (2006). A curious browser: Implicit ratings. (visited: October 2006).
    • Le, P., & Waseda, M. (2006). A curious browser: Implicit ratings. (visited: October 2006).
  • 29
    • 53849122012 scopus 로고    scopus 로고
    • Mackay, D. J. C. (1998). Learning in graphical models. Chapter: Introduction to Monte Carlo methods (pp. 175-204). MIT Press.
    • Mackay, D. J. C. (1998). Learning in graphical models. Chapter: Introduction to Monte Carlo methods (pp. 175-204). MIT Press.
  • 31
    • 0033279305 scopus 로고    scopus 로고
    • Merialdo, B., Lee, K. T., Luparello, D., & Roudaire, J. (1999). Automatic construction of personalized TV news programs. In MULTIMEDIA '99: Proceedings of the seventh ACM international conference on multimedia (part 1) (pp. 323-331). ACM Press.
    • Merialdo, B., Lee, K. T., Luparello, D., & Roudaire, J. (1999). Automatic construction of personalized TV news programs. In MULTIMEDIA '99: Proceedings of the seventh ACM international conference on multimedia (part 1) (pp. 323-331). ACM Press.
  • 32
    • 53849146422 scopus 로고    scopus 로고
    • Minka, T. P. (2001). A family of algorithms for approximate Bayesian inference. Ph.D. thesis, Massachusetts Institute of Technology.
    • Minka, T. P. (2001). A family of algorithms for approximate Bayesian inference. Ph.D. thesis, Massachusetts Institute of Technology.
  • 33
    • 84941155576 scopus 로고    scopus 로고
    • Morita, M., & Shinoda, Y. (1994). Information filtering based on user behavior analysis and best match text retrieval. In Proceedings of the 17th annual international ACM SIGIR conference on research and development in information retrieval (pp. 272-281). Springer-Verlag New York, Inc.
    • Morita, M., & Shinoda, Y. (1994). Information filtering based on user behavior analysis and best match text retrieval. In Proceedings of the 17th annual international ACM SIGIR conference on research and development in information retrieval (pp. 272-281). Springer-Verlag New York, Inc.
  • 34
    • 53849126173 scopus 로고    scopus 로고
    • Murphy, K. (2001). The Bayes net toolbox for matlab. (visited: October 2006).
    • Murphy, K. (2001). The Bayes net toolbox for matlab. (visited: October 2006).
  • 37
    • 53849145378 scopus 로고    scopus 로고
    • Pilgrim, M. (2002). What is RSS. (visited: October 2006).
    • Pilgrim, M. (2002). What is RSS. (visited: October 2006).
  • 38
    • 53849122694 scopus 로고    scopus 로고
    • Pynadath, D. V., & Wellman, W. P. (1995). Accounting for context in plan recognition, with application to traffic monitoring. In Proceedings of the 11th conference on uncertainty in artificial intelligence (pp. 472-481).
    • Pynadath, D. V., & Wellman, W. P. (1995). Accounting for context in plan recognition, with application to traffic monitoring. In Proceedings of the 11th conference on uncertainty in artificial intelligence (pp. 472-481).
  • 39
    • 0000155935 scopus 로고    scopus 로고
    • Schamber, L., & Bateman, J. (1996). User criteria in relevance evaluation: Toward development of a measurement scale. ASIS 1996 annual conference proceedings (pp. 218-225).
    • Schamber, L., & Bateman, J. (1996). User criteria in relevance evaluation: Toward development of a measurement scale. ASIS 1996 annual conference proceedings (pp. 218-225).
  • 40
    • 84885632533 scopus 로고    scopus 로고
    • Shen, X., Tan, B., & Zhai, C. X. (2005). Context-sensitive information retrieval using implicit feedback. In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval (pp. 43-50). New York, NY, USA: ACM Press.
    • Shen, X., Tan, B., & Zhai, C. X. (2005). Context-sensitive information retrieval using implicit feedback. In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval (pp. 43-50). New York, NY, USA: ACM Press.
  • 42
    • 19944401575 scopus 로고    scopus 로고
    • Sugiyama, K., Hatano, K., & Yoshikawa, M. (2004). Adaptive web search based on user profile constructed without any effort from users. In WWW '04: Proceedings of the 13th international conference on world wide web (pp. 675-684). ACM Press.
    • Sugiyama, K., Hatano, K., & Yoshikawa, M. (2004). Adaptive web search based on user profile constructed without any effort from users. In WWW '04: Proceedings of the 13th international conference on world wide web (pp. 675-684). ACM Press.
  • 44
    • 53849099696 scopus 로고    scopus 로고
    • Thomas, A., Spiegelhalter, D. J., & Gilks., W. R. (1992). BUGS: A program to perform Bayesian inference using Gibbs sampling. In Bayesian statistics 4 (pp. 837-842).
    • Thomas, A., Spiegelhalter, D. J., & Gilks., W. R. (1992). BUGS: A program to perform Bayesian inference using Gibbs sampling. In Bayesian statistics 4 (pp. 837-842).
  • 45
    • 53849136301 scopus 로고    scopus 로고
    • Varian, H. R. (1999). Economics and search (Invited talk at SIGIR 1999).
    • Varian, H. R. (1999). Economics and search (Invited talk at SIGIR 1999).
  • 46
    • 53849122011 scopus 로고    scopus 로고
    • Voorhees, E. M., & Buckland, L. P. (Eds.) (2002). NIST special publication 500-251: The 11th text retrieval conference (TREC 2002). Department of Commerce, National Institute of Standards and Technology.
    • Voorhees, E. M., & Buckland, L. P. (Eds.) (2002). NIST special publication 500-251: The 11th text retrieval conference (TREC 2002). Department of Commerce, National Institute of Standards and Technology.
  • 47
    • 53849084860 scopus 로고    scopus 로고
    • Wang, P. (1994). A cognitive model of document selection of real users of IR systems. Ph.D. thesis, University of Maryland.
    • Wang, P. (1994). A cognitive model of document selection of real users of IR systems. Ph.D. thesis, University of Maryland.
  • 49
    • 53849130314 scopus 로고    scopus 로고
    • Yedidia, J. S., Freeman, W. T., & Weiss, Y. (2000). Generalized belief propagation. In Advances in neural information processing systems (NIPS) (Vol. 13, pp. 689-695). National Institute of Standards and Technology, Special publication 500-249.
    • Yedidia, J. S., Freeman, W. T., & Weiss, Y. (2000). Generalized belief propagation. In Advances in neural information processing systems (NIPS) (Vol. 13, pp. 689-695). National Institute of Standards and Technology, Special publication 500-249.
  • 50
    • 53849147623 scopus 로고    scopus 로고
    • Zhai, C., Cohen, W., & Lafferty, J. (2003). Beyond independent relevance: Methods and evaluation metrics for subtopic retrieval.
    • Zhai, C., Cohen, W., & Lafferty, J. (2003). Beyond independent relevance: Methods and evaluation metrics for subtopic retrieval.
  • 51
    • 8644277351 scopus 로고    scopus 로고
    • Zhang, Y. (2004). Using Bayesian Priors to Combine Classifiers for Adaptive Filtering. In: Proceedings of the 27th annual international ACM SIGIR conference.
    • Zhang, Y. (2004). Using Bayesian Priors to Combine Classifiers for Adaptive Filtering. In: Proceedings of the 27th annual international ACM SIGIR conference.
  • 52
    • 53849139470 scopus 로고    scopus 로고
    • Zhang, J., & Yang, Y. (2003). Robustness of regularized linear classification methods in text categorization. In: ACM SIGIR'03.
    • Zhang, J., & Yang, Y. (2003). Robustness of regularized linear classification methods in text categorization. In: ACM SIGIR'03.
  • 53
    • 0036989637 scopus 로고    scopus 로고
    • Zhang, Y., Callan, J., & Minka, T. (2002). Novelty and redundancy detection in adaptive filtering. In SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval (pp. 81-88). New York, NY, USA: ACM Press.
    • Zhang, Y., Callan, J., & Minka, T. (2002). Novelty and redundancy detection in adaptive filtering. In SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval (pp. 81-88). New York, NY, USA: ACM Press.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.