{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:02:43Z","timestamp":1761807763872},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2012,6,27]],"date-time":"2012-06-27T00:00:00Z","timestamp":1340755200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data Min Knowl Disc"],"published-print":{"date-parts":[[2013,5]]},"DOI":"10.1007\/s10618-012-0281-y","type":"journal-article","created":{"date-parts":[[2012,6,27]],"date-time":"2012-06-27T12:33:14Z","timestamp":1340800394000},"page":"559-573","source":"Crossref","is-referenced-by-count":17,"title":["Topic model for analyzing purchase data with price information"],"prefix":"10.1007","volume":"26","author":[{"given":"Tomoharu","family":"Iwata","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroshi","family":"Sawada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,6,27]]},"reference":[{"key":"281_CR1","unstructured":"Blei DM, Jordan MI (2003) Modeling annotated data. In: SIGIR \u201903, pp 127\u2013134"},{"key":"281_CR2","unstructured":"Blei DM, Lafferty JD (2006) Dynamic topic models. In: ICML \u201906, pp 113\u2013120"},{"key":"281_CR3","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet\u00a0allocation. J Mach Learn Res 3: 993\u20131022","journal-title":"J Mach Learn Res"},{"key":"281_CR4","doi-asserted-by":"crossref","unstructured":"Das AS, Datar M, Garg A, Rajaram S (2007) Google news personalization: scalable online collaborative filtering. In: WWW \u201907, pp 271\u2013280","DOI":"10.1145\/1242572.1242610"},{"key":"281_CR5","doi-asserted-by":"crossref","unstructured":"Fu W, Song L, Xing EP (2009) Dynamic mixed membership block model for evolving networks. In: ICML \u201909, pp 329\u2013336","DOI":"10.1145\/1553374.1553416"},{"key":"281_CR6","doi-asserted-by":"crossref","unstructured":"Griffiths TL, Steyvers M (2004) Finding scientific topics. Proc Nat Acad Sci 101(1):5228\u20135235","DOI":"10.1073\/pnas.0307752101"},{"issue":"4","key":"281_CR7","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1023\/A:1009748731133","volume":"2","author":"Y Hamuro","year":"1998","unstructured":"Hamuro Y, Katoh N, Matsuda Y, Yada K (1998) Mining pharmacy data helps to make profits. Data Min Knowl Disc 2(4): 391\u2013398","journal-title":"Data Min Knowl Disc"},{"key":"281_CR8","unstructured":"Hofmann T (1999) Probabilistic latent semantic analysis. In: UAI \u201999, pp 289\u2013296"},{"key":"281_CR9","doi-asserted-by":"crossref","unstructured":"Hofmann T (2003) Collaborative filtering via Gaussian probabilistic latent semantic analysis. In: SIGIR \u201903. ACM Press, New York, pp 259\u2013266","DOI":"10.1145\/860435.860483"},{"key":"281_CR10","unstructured":"Hoffman M, Blei D, Bach F (2010) Online learning for latent Dirichlet\u00a0allocation. In: NIPS \u201910"},{"key":"281_CR11","doi-asserted-by":"crossref","unstructured":"Iwata T, Saito K, Yamada T (2006) Recommendation methods for extending subscription periods. In: KDD \u201906, pp 574\u2013579","DOI":"10.1145\/1150402.1150470"},{"key":"281_CR12","unstructured":"Iwata T, Watanabe S, Yamada T, Ueda N (2009) Topic tracking model for analyzing consumer purchase behavior. In: IJCAI \u201909, pp 1427\u20131432"},{"key":"281_CR13","doi-asserted-by":"crossref","unstructured":"Iwata T, Yamada T, Sakurai Y, Ueda N (2010) Online multiscale dynamic topic models. In: KDD \u201910, pp 663\u2013672","DOI":"10.1145\/1835804.1835889"},{"key":"281_CR14","doi-asserted-by":"crossref","unstructured":"Jin X, Zhou Y, Mobasher B (2004) Web usage mining based on probabilistic latent semantic analysis. In: KDD \u201904, pp 197\u2013205","DOI":"10.1145\/1014052.1014076"},{"key":"281_CR15","doi-asserted-by":"crossref","unstructured":"Li M, Dias BM, Jarman I, El-Deredy W, Lisboa PJ (2009) Grocery shopping recommendations based on basket-sensitive random walk. In: KDD \u201909, pp 1215\u20131224","DOI":"10.1145\/1557019.1557150"},{"key":"281_CR16","doi-asserted-by":"crossref","unstructured":"Mimno D, Wallach HM, Naradowsky J, Smith DA, McCallum A (2009) Polylingual topic models. In: EMNLP \u201909, pp 880\u2013889","DOI":"10.3115\/1699571.1699627"},{"key":"281_CR17","unstructured":"Minka T (2000) Estimating a Dirichlet distribution. Technical report. MIT, Cambridge"},{"key":"281_CR18","unstructured":"Minka T, Lafferty J (2002) Expectation-propagation for the generative aspect model. In: UAI \u201902, pp 352\u2013359"},{"key":"281_CR19","unstructured":"Newman D, Asuncion A, Smyth P, Welling M (2007) Distributed inference for latent Dirichlet\u00a0allocation. In: NIPS \u201907, pp 1081\u20131088"},{"issue":"1","key":"281_CR20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1287\/mksc.20.1.1.10197","volume":"20","author":"VR Nijs","year":"2001","unstructured":"Nijs VR, Dekimpe MG, Steenkamps JBE, Hanssens DM (2001) The category-demand effects of price promotions. Market Sci 20(1): 1\u201322","journal-title":"Market Sci"},{"issue":"3","key":"281_CR21","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1287\/mksc.11.3.207","volume":"11","author":"JS Raju","year":"1992","unstructured":"Raju JS (1992) The effect of price propotion on variability in product category sales. Market Sci 11(3): 207\u2013220","journal-title":"Market Sci"},{"key":"281_CR22","unstructured":"Rosen-Zvi M, Griffiths T, Steyvers M, Smyth P (2004) The author-topic model for authors and documents. In: UAI \u201904, pp 487\u2013494"},{"key":"281_CR23","unstructured":"Sato I, Kurihara K, Nakagawa H (2010) Deterministic single-pass algorithm for lda. In: NIPS \u201910"},{"key":"281_CR24","first-page":"1265","volume":"6","author":"G Shani","year":"2005","unstructured":"Shani G, Heckerman D, Brafman RI (2005) An MDP-based recommender system. J Mach Learn Res 6: 1265\u20131295","journal-title":"J Mach Learn Res"},{"issue":"476","key":"281_CR25","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.1198\/016214506000000302","volume":"101","author":"YW Teh","year":"2006","unstructured":"Teh YW, Jordan MI, Beal MJ, Blei DM (2006) Hierarchical Dirichlet processes. J Am Stat Assoc 101(476): 1566\u20131581","journal-title":"J Am Stat Assoc"},{"key":"281_CR26","unstructured":"Teh YW, Newman D, Welling M (2006) A collapsed variational Bayesian inference algorithm for latent Dirichlet\u00a0allocation. In: NIPS \u201906, 1378\u20131385"},{"key":"281_CR27","doi-asserted-by":"crossref","unstructured":"Thomas S, Chakravarthy S. (2000) Incremental mining of constrained associations. In: HIPC \u201900, 547\u2013558","DOI":"10.1007\/3-540-44467-X_50"},{"key":"281_CR28","doi-asserted-by":"crossref","unstructured":"Wallach HM (2006) Topic modeling: Beyond bag-of-words. In: ICML \u201906, 977\u2013984","DOI":"10.1145\/1143844.1143967"},{"key":"281_CR29","doi-asserted-by":"crossref","unstructured":"Wang X, McCallum A (2006) Topics over time: a non-Markov continuous-time model of topical trends. In: KDD \u201906, 424\u2013433","DOI":"10.1145\/1150402.1150450"},{"key":"281_CR30","unstructured":"Williamson S, Wang C, Heller K, Blei D (2010) The IBP-compound dirichlet process and its application to focused topic modeling. In: ICML \u201910, 1151\u20131158"}],"container-title":["Data Mining and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-012-0281-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10618-012-0281-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-012-0281-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,23]],"date-time":"2023-06-23T22:37:18Z","timestamp":1687559838000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10618-012-0281-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6,27]]},"references-count":30,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2013,5]]}},"alternative-id":["281"],"URL":"https:\/\/doi.org\/10.1007\/s10618-012-0281-y","relation":{},"ISSN":["1384-5810","1573-756X"],"issn-type":[{"value":"1384-5810","type":"print"},{"value":"1573-756X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,6,27]]}}}