메뉴 건너뛰기




Volumn 26, Issue 3, 2013, Pages 559-573

Topic model for analyzing purchase data with price information

Author keywords

Clustering; Gibbs sampling; Probabilistic topicmodeling; Purchase log

Indexed keywords

PURCHASING; SALES;

EID: 84902533431     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10618-012-0281-y     Document Type: Article
Times cited : (16)

References (30)
  • 1
    • 1542287501 scopus 로고    scopus 로고
    • Modeling annotated data
    • Blei DM, Jordan MI (2003) Modeling annotated data. In: SIGIR '03, pp 127-134
    • (2003) SIGIR '03 , pp. 127-134
    • Blei, D.M.1    Jordan, M.I.2
  • 2
  • 5
    • 71149093889 scopus 로고    scopus 로고
    • Dynamic mixed membership block model for evolving networks
    • FuW, Song L, Xing EP (2009) Dynamic mixed membership block model for evolving networks. In: ICML '09, pp 329-336
    • (2009) ICML '09 , pp. 329-336
    • Fuw Song, L.1    Xing, E.P.2
  • 8
    • 11244330002 scopus 로고    scopus 로고
    • Probabilistic latent semantic analysis
    • Hofmann T (1999) Probabilistic latent semantic analysis. In: UAI '99, pp 289-296
    • (1999) UAI '99 , pp. 289-296
    • Hofmann, T.1
  • 9
    • 1542377533 scopus 로고    scopus 로고
    • Collaborative filtering via Gaussian probabilistic latent semantic analysis
    • ACM Press, New York
    • Hofmann T (2003) Collaborative filtering via Gaussian probabilistic latent semantic analysis. In: SIGIR '03. ACM Press, New York, pp 259-266
    • (2003) SIGIR '03 , pp. 259-266
    • Hofmann, T.1
  • 10
    • 85162005069 scopus 로고    scopus 로고
    • Online learning for latent Dirichlet allocation
    • Hoffman M, Blei D, Bach F (2010) Online learning for latent Dirichlet allocation. In: NIPS '10
    • (2010) NIPS '10
    • Hoffman, M.1    Blei, D.2    Bach, F.3
  • 11
    • 33749569698 scopus 로고    scopus 로고
    • Recommendation method for extending subscription periods
    • Iwata T, Saito K, Yamada T (2006) Recommendation methods for extending subscription periods. In: KDD '06, pp 574-579 (Pubitemid 44535557)
    • (2006) KDD '06 , pp. 574-579
    • Iwata, T.1    Saito, K.2    Yamada, T.3
  • 12
    • 77956207114 scopus 로고    scopus 로고
    • Topic tracking model for analyzing consumer purchase behavior
    • Iwata T, Watanabe S, Yamada T, Ueda N (2009) Topic tracking model for analyzing consumer purchase behavior. In: IJCAI '09, pp 1427-1432
    • (2009) IJCAI '09 , pp. 1427-1432
    • Iwata, T.1    Watanabe, S.2    Yamada, T.3    Ueda, N.4
  • 13
    • 77956208732 scopus 로고    scopus 로고
    • Online multiscale dynamic topic models
    • Iwata T, Yamada T, Sakurai Y, Ueda N (2010) Online multiscale dynamic topic models. In: KDD '10, pp 663-672
    • (2010) KDD '10 , pp. 663-672
    • Iwata, T.1    Yamada, T.2    Sakurai, Y.3    Ueda, N.4
  • 14
    • 12244301212 scopus 로고    scopus 로고
    • Web usage mining based on probabilistic latent semantic analysis
    • Jin X, Zhou Y, Mobasher B (2004) Web usage mining based on probabilistic latent semantic analysis. In: KDD '04, pp 197-205 (Pubitemid 40114929)
    • (2004) KDD '04 , pp. 197-205
    • Jin, X.1    Zhou, Y.2    Mobasher, B.3
  • 15
    • 70350627515 scopus 로고    scopus 로고
    • Grocery shopping recommendations based on basket-sensitive random walk
    • Li M, Dias BM, Jarman I, El-Deredy W, Lisboa PJ (2009) Grocery shopping recommendations based on basket-sensitive random walk. In: KDD '09, pp 1215-1224
    • (2009) KDD '09 , pp. 1215-1224
    • Li, M.1    Dias, B.M.2    Jarman, I.3    El-Deredy, W.4    Lisboa, P.J.5
  • 17
    • 0141596527 scopus 로고    scopus 로고
    • Estimating a Dirichlet distribution
    • Cambridge
    • Minka T (2000) Estimating a Dirichlet distribution. Technical report. MIT, Cambridge
    • (2000) Technical Report. MIT
    • Minka, T.1
  • 18
    • 1842751687 scopus 로고    scopus 로고
    • Expectation-propagation for the generative aspect model
    • Minka T, Lafferty J (2002) Expectation-propagation for the generative aspect model. In: UAI '02, pp 352-359
    • (2002) UAI '02 , pp. 352-359
    • Minka, T.1    Lafferty, J.2
  • 19
    • 85161988453 scopus 로고    scopus 로고
    • Distributed inference for latent Dirichlet allocation
    • Newman D, Asuncion A, Smyth P, Welling M (2007) Distributed inference for latent Dirichlet allocation. In: NIPS '07, pp 1081-1088
    • (2007) NIPS '07 , pp. 1081-1088
    • Newman, D.1    Asuncion, A.2    Smyth, P.3    Welling, M.4
  • 21
    • 0002434504 scopus 로고
    • The effect of price propotion on variability in product category sales
    • Raju JS (1992) The effect of price propotion on variability in product category sales.Market Sci 11(3):207- 220
    • (1992) Market Sci , vol.11 , Issue.3 , pp. 207-220
    • Raju, J.S.1
  • 22
  • 23
  • 26
    • 42649106991 scopus 로고    scopus 로고
    • A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
    • Teh YW, Newman D, Welling M (2006) A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation. In: NIPS '06, 1378-1385
    • (2006) NIPS '06 , pp. 1378-1385
    • Teh, Y.W.1    Newman, D.2    Welling, M.3
  • 27
    • 78149363368 scopus 로고    scopus 로고
    • Incremental mining of constrained associations
    • Thomas S, Chakravarthy S. (2000) Incremental mining of constrained associations. In: HIPC '00, 547-558
    • (2000) HIPC '00 , pp. 547-558
    • Thomas, S.1    Chakravarthy, S.2
  • 28
    • 34250736841 scopus 로고    scopus 로고
    • Topic modeling: Beyond bag-of-words
    • Wallach HM (2006) Topic modeling: Beyond bag-of-words. In: ICML '06, 977-984
    • (2006) ICML '06 , pp. 977-984
    • Wallach, H.M.1
  • 29
    • 33749565782 scopus 로고    scopus 로고
    • Topics over Time: A non-markov continuous-time model of topical trends
    • Wang X, McCallum A (2006) Topics over time: a non-Markov continuous-time model of topical trends. In: KDD '06, 424-433 (Pubitemid 44535539)
    • (2006) KDD '06 , pp. 424-433
    • Wang, X.1    McCallum, A.2
  • 30
    • 77956537774 scopus 로고    scopus 로고
    • The IBP-compound dirichlet process and its application to focused topic modeling
    • Williamson S, Wang C, Heller K, Blei D (2010) The IBP-compound dirichlet process and its application to focused topic modeling. In: ICML '10, 1151-1158
    • (2010) ICML '10 , pp. 1151-1158
    • Williamson, S.1    Wang, C.2    Heller, K.3    Blei, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.