{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:21:26Z","timestamp":1776885686349,"version":"3.51.2"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,2,5]],"date-time":"2016-02-05T00:00:00Z","timestamp":1454630400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001602","name":"Science Foundation Ireland","doi-asserted-by":"publisher","award":["SFI\/12\/RC\/2289"],"award-info":[{"award-number":["SFI\/12\/RC\/2289"]}],"id":[{"id":"10.13039\/501100001602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Data Semant"],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.1007\/s13740-016-0058-3","type":"journal-article","created":{"date-parts":[[2016,2,5]],"date-time":"2016-02-05T06:31:15Z","timestamp":1454653875000},"page":"3-14","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Product-Seeded and Basket-Seeded Recommendations for Small-Scale Retailers"],"prefix":"10.1007","volume":"6","author":[{"given":"Marius","family":"Kaminskas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Derek","family":"Bridge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Franclin","family":"Foping","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Donogh","family":"Roche","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,2,5]]},"reference":[{"key":"58_CR1","unstructured":"Agrawal R, Srikant R et al. (1994) Fast algorithms for mining association rules. In: Proceedings of the 20th International Conference on Very Large Databases (VLDB), vol 1215, pp 487\u2013499"},{"issue":"12","key":"58_CR2","doi-asserted-by":"crossref","first-page":"11,243","DOI":"10.1016\/j.eswa.2012.03.046","volume":"39","author":"CJ Carmona","year":"2012","unstructured":"Carmona CJ, Ram\u00edrez-Gallego S, Torres F, Bernal E, del Jesus MJ (2012) Web usage mining to improve the design of an e-commerce website: Orolivesur.com. Exp Syst Appl 39(12):11,243\u201311,249","journal-title":"Exp Syst Appl"},{"key":"58_CR3","doi-asserted-by":"crossref","unstructured":"Chen J, Miller C, Dagher G (2014) Product recommendation system for small online retailers using association rules mining. In: Proceedings of the International Conference on Innovative Design and Manufacturing, pp 71\u201377","DOI":"10.1109\/IDAM.2014.6912673"},{"issue":"2","key":"58_CR4","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/j.eswa.2004.10.015","volume":"28","author":"YB Cho","year":"2005","unstructured":"Cho YB, Cho YH, Kim SH (2005a) Mining changes in customer buying behavior for collaborative recommendations. Exp Syst Appl 28(2):359\u2013369","journal-title":"Exp Syst Appl"},{"issue":"2","key":"58_CR5","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/S0957-4174(03)00138-6","volume":"26","author":"YH Cho","year":"2004","unstructured":"Cho YH, Kim JK (2004) Application of web usage mining and product taxonomy to collaborative recommendations in e-commerce. Exp Syst Appl 26(2):233\u2013246","journal-title":"Exp Syst Appl"},{"key":"58_CR6","doi-asserted-by":"crossref","unstructured":"Cho YH, Kim JK, Ahn DH (2005b) A personalized product recommender for web retailers. In: Systems Modeling and Simulation: Theory and Applications, Springer, pp 296\u2013305","DOI":"10.1007\/978-3-540-30585-9_33"},{"issue":"4","key":"58_CR7","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.elerap.2012.02.004","volume":"11","author":"K Choi","year":"2012","unstructured":"Choi K, Yoo D, Kim G, Suh Y (2012) A hybrid online-product recommendation system: combining implicit rating-based collaborative filtering and sequential pattern analysis. Electron Commerce Res Appl 11(4):309\u2013317","journal-title":"Electron Commerce Res Appl"},{"key":"58_CR8","doi-asserted-by":"crossref","unstructured":"Dias MB, Locher D, et al. (2008) The value of personalised recommender systems to e-business: a case study. In: Proceedings of the 2008 ACM Conference on Recommender systems, ACM, pp 291\u2013294","DOI":"10.1145\/1454008.1454054"},{"key":"58_CR9","doi-asserted-by":"crossref","unstructured":"Dwork C, Kumar R, Naor M, Sivakumar D (2001) Rank aggregation methods for the web. In: Proceedings of the 10th international conference on World Wide Web, ACM, pp 613\u2013622","DOI":"10.1145\/371920.372165"},{"issue":"5","key":"58_CR10","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1287\/mnsc.1080.0974","volume":"55","author":"D Fleder","year":"2009","unstructured":"Fleder D, Hosanagar K (2009) Blockbuster culture\u2019s next rise or fall: the impact of recommender systems on sales diversity. Manag Sci 55(5):697\u2013712","journal-title":"Manag Sci"},{"key":"58_CR11","doi-asserted-by":"crossref","unstructured":"Gedikli F, Jannach D (2010) Neighborhood-restricted mining and weighted application of association rules for recommenders. In: Web Information Systems Engineering\u2013WISE 2010, Springer, pp 157\u2013165","DOI":"10.1007\/978-3-642-17616-6_15"},{"key":"58_CR12","doi-asserted-by":"crossref","unstructured":"Jannach D, Lerche L, Jugovac M (2015) Adaptation and evaluation of recommendations for short-term shopping goals. In: Proceedings of the 9th ACM Conference on Recommender Systems, ACM, pp 211\u2013218","DOI":"10.1145\/2792838.2800176"},{"issue":"4\u20135","key":"58_CR13","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1007\/s11257-011-9118-4","volume":"22","author":"BP Knijnenburg","year":"2012","unstructured":"Knijnenburg BP, Willemsen MC, Gantner Z, Soncu H, Newell C (2012) Explaining the user experience of recommender systems. User Modeling User Adap Interact 22(4\u20135):441\u2013504","journal-title":"User Modeling User Adap Interact"},{"issue":"1","key":"58_CR14","first-page":"71","volume":"32","author":"S Kotsiantis","year":"2006","unstructured":"Kotsiantis S, Kanellopoulos D (2006) Association rules mining: a recent overview. GESTS Int Trans Comp Sci Eng 32(1):71\u201382","journal-title":"GESTS Int Trans Comp Sci Eng"},{"issue":"3","key":"58_CR15","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1007\/s10115-006-0002-1","volume":"10","author":"CWk Leung","year":"2006","unstructured":"Leung CWk, Chan SCf, Chung Fl (2006) A collaborative filtering framework based on fuzzy association rules and multiple-level similarity. Knowl Inform Syst 10(3):357\u2013381","journal-title":"Knowl Inform Syst"},{"key":"58_CR16","doi-asserted-by":"crossref","unstructured":"Li M, Dias BM, et al. (2009) Grocery shopping recommendations based on basket-sensitive random walk. In: Proceedings of the 15th International Conference on Knowledge Discovery and Data mining, ACM, pp 1215\u20131224","DOI":"10.1145\/1557019.1557150"},{"issue":"20","key":"58_CR17","doi-asserted-by":"crossref","first-page":"3505","DOI":"10.1016\/j.ins.2009.06.004","volume":"179","author":"DR Liu","year":"2009","unstructured":"Liu DR, Lai CH, Lee WJ (2009) A hybrid of sequential rules and collaborative filtering for product recommendation. Inform Sci 179(20):3505\u20133519","journal-title":"Inform Sci"},{"key":"58_CR18","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.knosys.2013.09.003","volume":"54","author":"SG Matthews","year":"2013","unstructured":"Matthews SG, Gongora MA, Hopgood AA, Ahmadi S (2013) Web usage mining with evolutionary extraction of temporal fuzzy association rules. Knowl Based Syst 54:66\u201372","journal-title":"Knowl Based Syst"},{"key":"58_CR19","doi-asserted-by":"crossref","unstructured":"Sandvig JJ, Mobasher B, Burke R (2007) Robustness of collaborative recommendation based on association rule mining. In: Proceedings of the 2007 ACM Conference on Recommender Systems, ACM, pp 105\u2013112","DOI":"10.1145\/1297231.1297249"},{"key":"58_CR20","doi-asserted-by":"crossref","unstructured":"Sarwar B, Karypis G, Konstan J, Riedl J (2001) Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International Conference on World Wide Web, ACM, pp 285\u2013295","DOI":"10.1145\/371920.372071"},{"key":"58_CR21","first-page":"44","volume":"1","author":"J Schafer","year":"2009","unstructured":"Schafer J (2009) The application of data-mining to recommender systems. Encyclopedia Data Warehous Mining 1:44\u201348","journal-title":"Encyclopedia Data Warehous Mining"}],"container-title":["Journal on Data Semantics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13740-016-0058-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13740-016-0058-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13740-016-0058-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13740-016-0058-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T12:50:37Z","timestamp":1559479837000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13740-016-0058-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2,5]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,3]]}},"alternative-id":["58"],"URL":"https:\/\/doi.org\/10.1007\/s13740-016-0058-3","relation":{},"ISSN":["1861-2032","1861-2040"],"issn-type":[{"value":"1861-2032","type":"print"},{"value":"1861-2040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,2,5]]}}}