{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T01:18:28Z","timestamp":1742951908520,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319480503"},{"type":"electronic","value":"9783319480510"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-48051-0_18","type":"book-chapter","created":{"date-parts":[[2016,10,14]],"date-time":"2016-10-14T14:22:21Z","timestamp":1476454941000},"page":"237-248","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Factorizing Sequential and Historical Purchase Data for Basket Recommendation"],"prefix":"10.1007","author":[{"given":"Pengfei","family":"Wang","sequence":"first","affiliation":[]},{"given":"Jiafeng","family":"Guo","sequence":"additional","affiliation":[]},{"given":"Yanyan","family":"Lan","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Xueqi","family":"Cheng","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,15]]},"reference":[{"issue":"3","key":"18_CR1","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/S0969-6989(03)00003-1","volume":"10","author":"T Reutterer","year":"2003","unstructured":"Reutterer, T., Mild, A.: An improved collaborative filtering approach for predicting cross-category purchases based on binary market basket data. J. Retail. Consum. Serv. 10(3), 123\u2013133 (2003)","journal-title":"J. Retail. Consum. Serv."},{"key":"18_CR2","unstructured":"Meek, C., Zimdars, A., Chickering, D.M.: Using temporal data for making recommendations. UAI (2001)"},{"key":"18_CR3","doi-asserted-by":"publisher","first-page":"400","DOI":"10.1016\/j.jretconser.2007.02.003","volume":"14","author":"L Cavique","year":"2007","unstructured":"Cavique, L.: A scalable algorithm for the market basket analysis. J. Retail. Consum. Serv. 14, 400\u2013407 (2007)","journal-title":"J. Retail. Consum. Serv."},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Chen, J., Shankar, S., Kelly, A., Gningue, S., Rajaravivarma, R.: A two stage approach for contiguous sequential pattern mining. In: Proceedings of the 10th IEEE International Conference on Information Reuse & Integration (2009)","DOI":"10.1109\/IRI.2009.5211583"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Ding, C., Li, T., Peng, W., Park, H.: Orthogonal nonnegative matrix t-factorizations for clustering. In: SIGKDD (2006)","DOI":"10.1145\/1150402.1150420"},{"key":"18_CR6","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1109\/MIS.2014.57","volume":"30","author":"A Gatzioura","year":"2014","unstructured":"Gatzioura, A., Sanchez Marre, M.: A case-based recommendation approach for market basket data. IEEE Intell. Syst. 30, 20\u201327 (2014)","journal-title":"IEEE Intell. Syst."},{"issue":"4","key":"18_CR7","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1017\/S0269888906000397","volume":"20","author":"D Godoy","year":"2005","unstructured":"Godoy, D., Amandi, A.: User profiling in personal information agents: a survey. Knowl. Eng. Rev. 20(4), 329\u2013361 (2005)","journal-title":"Knowl. Eng. Rev."},{"key":"18_CR8","doi-asserted-by":"crossref","unstructured":"Hu, Y., Koren, Y., Volinsky, C.: Collaborative filtering for implicit feedback datasets. In: Proceedings of the Eighth IEEE International Conference on Data Mining, ICDM 2008, pp. 263\u2013272. IEEE Computer Society, Washington, DC (2008)","DOI":"10.1109\/ICDM.2008.22"},{"key":"18_CR9","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1016\/j.eswa.2005.01.007","volume":"29","author":"S Kim","year":"2005","unstructured":"Kim, S., Lee, J.-S., Jun, C.-H., Lee, J.: Classification-based collaborative filtering using market basket data. Expert Syst. Appl. 29, 700\u2013704 (2005)","journal-title":"Expert Syst. Appl."},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Karypis, G.: Evaluation of item-based top-n recommendation algorithms. In: CIKM (2001)","DOI":"10.21236\/ADA439546"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Koenigstein, N., Koren, Y.: Towards scalable and accurate item-oriented recommendations. In: Proceedings of the 7th ACM Conference on Recommender Systems, RecSys 2013, pp. 419\u2013422. ACM, New York (2013)","DOI":"10.1145\/2507157.2507208"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Lacerda, A., Ziviani, N.: Building user profiles to improve user experience in recommender systems. In: WSDM, WSDM 2013, pp. 759\u2013764. ACM, New York (2013)","DOI":"10.1145\/2433396.2433492"},{"key":"18_CR13","first-page":"556","volume-title":"Advances in Neural Information Processing Systems 13","author":"DD Lee","year":"2001","unstructured":"Lee, D.D., Seung, H.S.: Algorithms for non-negative matrix factorization. In: Leen, T., Dietterich, T., Tresp, V. (eds.) Advances in Neural Information Processing Systems 13, pp. 556\u2013562. MIT Press, Cambridge (2001)"},{"issue":"1","key":"18_CR14","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1023\/A:1013284820704","volume":"6","author":"W Lin","year":"2002","unstructured":"Lin, W., Alvarez, S.A., Ruiz, C.: Efficient adaptive-support association rule mining for recommender systems. Data Min. Knowl. Discov. 6(1), 83\u2013105 (2002)","journal-title":"Data Min. Knowl. Discov."},{"issue":"1","key":"18_CR15","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/MIC.2003.1167344","volume":"7","author":"G Linden","year":"2003","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Comput. 7(1), 76\u201380 (2003)","journal-title":"IEEE Internet Comput."},{"key":"18_CR16","unstructured":"Mobasher, B.: Using sequential and non-sequential patterns in predictive web usage mining tasks. In: The IEEE International Conference on Data Mining Series (2002)"},{"key":"18_CR17","doi-asserted-by":"publisher","first-page":"1316","DOI":"10.1016\/j.eswa.2009.06.010","volume":"37","author":"CR Forsatia","year":"2010","unstructured":"Forsatia, C.R., Meybodib, M.R.: Effective page recommendation algorithms based on distributed learning automata and weighted association rules. Expert Syst. Appl. 37, 1316\u20131330 (2010)","journal-title":"Expert Syst. Appl."},{"key":"18_CR18","unstructured":"Rendle, S., Freudenthaler, C., Gantner, Z., Schmidt-Thieme, L.: Bpr: Bayesian personalized ranking from implicit feedback. In: UAI (2009)"},{"key":"18_CR19","doi-asserted-by":"publisher","first-page":"4:2","DOI":"10.1155\/2009\/421425","volume":"2009","author":"X Su","year":"2009","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Adv. Artif. Intell. 2009, 4:2 (2009)","journal-title":"Adv. Artif. Intell."}],"container-title":["Lecture Notes in Computer Science","Information Retrieval Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-48051-0_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T11:09:07Z","timestamp":1710241747000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-48051-0_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319480503","9783319480510"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-48051-0_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"15 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia Information Retrieval Symposium","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"airs2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}