{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T17:53:24Z","timestamp":1775584404209,"version":"3.50.1"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,11,23]],"date-time":"2018-11-23T00:00:00Z","timestamp":1542931200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Data Min Knowl Disc"],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1007\/s10618-018-0600-z","type":"journal-article","created":{"date-parts":[[2018,11,23]],"date-time":"2018-11-23T07:48:37Z","timestamp":1542959317000},"page":"204-229","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Group recommender system for store product placement"],"prefix":"10.1007","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1744-3353","authenticated-orcid":false,"given":"Jihoi","family":"Park","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9138-7209","authenticated-orcid":false,"given":"Kihwan","family":"Nam","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,23]]},"reference":[{"issue":"6","key":"600_CR1","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius G, Tuzhilin A (2005) Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans Knowl Data Eng 17(6):734\u2013749","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"7","key":"600_CR2","first-page":"1","volume":"39","author":"S Aher","year":"2012","unstructured":"Aher S, Lobo LMRJ (2012) Mining association rule in classified data for course recommender system in e-learning. Int J Comput Appl 39(7):1\u20137","journal-title":"Int J Comput Appl"},{"key":"600_CR3","unstructured":"Bala PK (2008) Exploring various forms of purchase dependency in retail sale. In: Lecture notes in engineering and computer science, world congress on engineering and computer science, pp 22\u201324"},{"issue":"3","key":"600_CR4","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1080\/09537280903326578","volume":"21","author":"PK Bala","year":"2010","unstructured":"Bala PK, Sural S, Banerjee RN (2010) Association rule for purchase dependence in multi-item inventory. Prod Plan Control 21(3):274\u2013285","journal-title":"Prod Plan Control"},{"key":"600_CR5","unstructured":"Breese JS, Heckerman D, Kadie C (1998) Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the fourteenth conference on uncertainty in artificial intelligence. Morgan Kaufmann Publishers Inc., pp 43\u201352"},{"key":"600_CR6","doi-asserted-by":"crossref","unstructured":"Brijs T, Swinnen G, Vanhoof K, Wets G (1999) Using association rules for product assortment decisions: a case study. In: Proceedings of the fifth ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 254\u2013260","DOI":"10.1145\/312129.312241"},{"issue":"4","key":"600_CR7","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1257\/jep.14.4.23","volume":"14","author":"E Brynjolfsson","year":"2000","unstructured":"Brynjolfsson E, Hitt LM (2000) Beyond computation: information technology, organizational transformation and business performance. J Econ Perspect 14(4):23\u201348","journal-title":"J Econ Perspect"},{"issue":"4","key":"600_CR100","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1023\/A:1021240730564","volume":"12","author":"R Burke","year":"2002","unstructured":"Burke R (2002) Hybrid recommender systems: survey and experiments. User Model User Adap Int 12(4):331\u2013370","journal-title":"User Model User Adap Int"},{"issue":"2","key":"600_CR8","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1287\/opre.1090.0698","volume":"58","author":"F Caro","year":"2010","unstructured":"Caro F, Gallien J (2010) Inventory management of a fast-fashion retail network. Oper Res 58(2):257\u2013273","journal-title":"Oper Res"},{"issue":"2","key":"600_CR9","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1002\/nav.20127","volume":"53","author":"YF Chen","year":"2006","unstructured":"Chen YF, Ray S, Song Y (2006) Optimal pricing and inventory control policy in periodic-review systems with fixed ordering cost and lost sales. Naval Res Logist 53(2):117\u2013136","journal-title":"Naval Res Logist"},{"issue":"4","key":"600_CR10","first-page":"459","volume":"5","author":"RS Chen","year":"2008","unstructured":"Chen RS, Tsai YS, Yeh KC, Yu DH, Bak-Sau Y (2008) Using data mining to provide recommendation service. WSEAS Trans Inf Sci Appl 5(4):459\u2013474","journal-title":"WSEAS Trans Inf Sci Appl"},{"issue":"4","key":"600_CR11","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.2307\/41703503","volume":"36","author":"H Chen","year":"2012","unstructured":"Chen H, Chiang RH, Storey VC (2012) Business intelligence and analytics: from big data to big impact. MIS Q 36(4):1165\u20131188","journal-title":"MIS Q"},{"issue":"2","key":"600_CR12","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1080\/17517575.2010.537784","volume":"5","author":"DMH Chiang","year":"2011","unstructured":"Chiang DMH, Lin CP, Chen MC (2011) The adaptive approach for storage assignment by mining data of warehouse management system for distribution centres. Enterp Inf Syst 5(2):219\u2013234","journal-title":"Enterp Inf Syst"},{"issue":"8","key":"600_CR101","first-page":"453","volume":"40","author":"YK Choi","year":"2013","unstructured":"Choi YK, Kim SK (2013) Recommendation algorithms for online shopping malls with periodically purchasing users. Korean Inst Info Sci Eng 40(8):453\u2013462","journal-title":"Korean Inst Info Sci Eng"},{"key":"600_CR104","doi-asserted-by":"crossref","unstructured":"Christakopoulou K, Kawale J, Banerjee A (2017) Recommendation with capacity constraints. In: Proceedings of the 2017 ACM on conference on information and knowledge management. ACM, pp 1439\u20131448","DOI":"10.1145\/3132847.3133034"},{"key":"600_CR13","volume-title":"Factors determining the performance of indexing systems","author":"C Cleverdon","year":"1968","unstructured":"Cleverdon C, Kean M (1968) Factors determining the performance of indexing systems. Aslib Cranfield Research Project, Cranfield"},{"issue":"1","key":"600_CR14","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1016\/j.chb.2010.08.005","volume":"27","author":"R Farzan","year":"2011","unstructured":"Farzan R, Brusilovsky P (2011) Encouraging user participation in a course recommender system: an impact on user behavior. Comput Hum Behav 27(1):276\u2013284","journal-title":"Comput Hum Behav"},{"issue":"12","key":"600_CR15","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1145\/138859.138867","volume":"35","author":"D Goldberg","year":"1992","unstructured":"Goldberg D, Nichols D, Oki BM, Terry D (1992) Using collaborative filtering to weave an information tapestry. Commun ACM 35(12):61\u201370","journal-title":"Commun ACM"},{"issue":"2","key":"600_CR16","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1011419012209","volume":"4","author":"K Goldberg","year":"2001","unstructured":"Goldberg K, Roeder T, Gupta D, Perkins C (2001) Eigentaste: a constant time collaborative filtering algorithm. Inf Retr 4(2):133\u2013151","journal-title":"Inf Retr"},{"key":"600_CR17","unstructured":"Gupta D, Digiovanni M, Narita H, Goldberg K (1999) Jester 2.0 (poster abstract): evaluation of an new linear time collaborative filtering algorithm. In: Proceedings of the 22nd annual international ACM SIGIR conference on research and development in information retrieval. ACM, pp 291\u2013292"},{"issue":"1","key":"600_CR18","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"JL Herlocker","year":"2004","unstructured":"Herlocker JL, Konstan JA, Terveen LG, Riedl JT (2004) Evaluating collaborative filtering recommender systems. ACM Trans Inf Syst 22(1):5\u201353","journal-title":"ACM Trans Inf Syst"},{"key":"600_CR19","doi-asserted-by":"crossref","unstructured":"Hill W, Stead L, Rosenstein M, Furnas G (1995) Recommending and evaluating choices in a virtual community of use. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM Press, pp 194\u2013201","DOI":"10.1145\/223904.223929"},{"issue":"3","key":"600_CR20","doi-asserted-by":"publisher","first-page":"822","DOI":"10.1086\/209017","volume":"11","author":"WD Hoyer","year":"1984","unstructured":"Hoyer WD (1984) An examination of consumer decision making for a common repeat purchase product. J Consum Res 11(3):822\u2013829","journal-title":"J Consum Res"},{"issue":"2","key":"600_CR21","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1016\/j.eswa.2005.04.016","volume":"29","author":"LP Hung","year":"2005","unstructured":"Hung LP (2005) A personalized recommender system based on product taxonomy for one-to-one marketing online. Expert Syst Appl 29(2):383\u2013392","journal-title":"Expert Syst Appl"},{"issue":"4","key":"600_CR22","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1145\/1944339.1944341","volume":"10","author":"N Hurley","year":"2011","unstructured":"Hurley N, Zhang M (2011) Novelty and diversity in top-n recommendation\u2014analysis and evaluation. ACM Trans Internet Technol 10(4):14","journal-title":"ACM Trans Internet Technol"},{"key":"600_CR23","doi-asserted-by":"crossref","unstructured":"Jameson A (2004) More than the sum of its members: challenges for group recommender systems. In: Proceedings of the working conference on advanced visual interfaces. ACM, pp 48\u201354","DOI":"10.1145\/989863.989869"},{"issue":"2","key":"600_CR24","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1016\/j.ijpe.2007.03.026","volume":"114","author":"M Karakul","year":"2008","unstructured":"Karakul M (2008) Joint pricing and procurement of fashion products in the existence of clearance markets. Int J Prod Econ 114(2):487\u2013506","journal-title":"Int J Prod Econ"},{"issue":"3","key":"600_CR25","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/245108.245126","volume":"40","author":"JA Konstan","year":"1997","unstructured":"Konstan JA, Miller BN, Maltz D, Herlocker JL, Gordon LR, Riedl J (1997) GroupLens: applying collaborative filtering to usenet news. Commun ACM 40(3):77\u201387","journal-title":"Commun ACM"},{"key":"600_CR27","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: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 1215\u20131224","DOI":"10.1145\/1557019.1557150"},{"issue":"1","key":"600_CR28","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 (2003) Amazon. com recommendations: item-to-item collaborative filtering. IEEE Internet Comput 7(1):76\u201380","journal-title":"IEEE Internet Comput"},{"key":"600_CR29","volume-title":"Data mining techniques: for marketing, sales, and customer relationship management","author":"GS Linoff","year":"2011","unstructured":"Linoff GS, Berry MJ (2011) Data mining techniques: for marketing, sales, and customer relationship management. Wiley, New York"},{"issue":"1","key":"600_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physrep.2012.02.006","volume":"519","author":"L L\u00fc","year":"2012","unstructured":"L\u00fc L, Medo M, Yeung CH, Zhang YC, Zhang ZK, Zhou T (2012) Recommender systems. Phys Rep 519(1):1\u201349","journal-title":"Phys Rep"},{"key":"600_CR31","unstructured":"McCarthy JF, Anagnost TD (1998) MusicFX: an arbiter of group preferences for computer supported collaborative workouts. In: Proceedings of the 1998 ACM conference on computer supported cooperative work. ACM, pp 363\u2013372"},{"key":"600_CR32","unstructured":"O\u2019connor M, Cosley D, Konstan JA, Riedl J (2001) PolyLens: a recommender system for groups of users. In: ECSCW. Springer, Netherlands, pp 199\u2013218"},{"key":"600_CR33","doi-asserted-by":"crossref","unstructured":"Resnick P, Iacovou N, Suchak M, Bergstrom P, Riedl J (1994) GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of the 1994 ACM conference on computer supported cooperative work. ACM, pp 175\u2013186","DOI":"10.1145\/192844.192905"},{"key":"600_CR34","doi-asserted-by":"crossref","unstructured":"Ricci F, Rokach L, Shapira B (2015) Recommender systems: introduction and challenges. In: Recommender systems handbook. Springer, New York, pp 1\u201334","DOI":"10.1007\/978-1-4899-7637-6_1"},{"key":"600_CR35","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":"600_CR36","doi-asserted-by":"crossref","unstructured":"Shardanand U, Maes P (1995) Social information filtering: algorithms for automating \u201cword of mouth\u201d. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM Press, pp 210\u2013217","DOI":"10.1145\/223904.223931"},{"key":"600_CR39","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1155\/2009\/421425","volume":"2009","author":"X Su","year":"2009","unstructured":"Su X, Khoshgoftaar TM (2009) A survey of collaborative filtering techniques. Adv Artif Intell 2009:4","journal-title":"Adv Artif Intell"},{"key":"600_CR40","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.ins.2009.08.005","volume":"180","author":"JH Su","year":"2010","unstructured":"Su JH, Wang BW, Hsiao CY, Tseng VS (2010) Personalized rough-set-based recommendation by integrating multiple contents and collaborative information. Inf Sci 180:113\u2013131","journal-title":"Inf Sci"},{"key":"600_CR41","doi-asserted-by":"crossref","unstructured":"Wang J, Zhang Y, Chen T (2012) Unified recommendation and search in e-commerce. In: Asia information retrieval symposium. Springer, Berlin, pp 296\u2013305","DOI":"10.1007\/978-3-642-35341-3_25"},{"key":"600_CR42","first-page":"42","volume":"1","author":"K Yehuda","year":"2009","unstructured":"Yehuda K, Robert B, Chris Y (2009) Matrix factorization techniques for recommender systems. IEEE Comput Soc 1:42\u201349","journal-title":"IEEE Comput Soc"},{"issue":"1","key":"600_CR44","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s11257-006-9005-6","volume":"16","author":"Z Yu","year":"2006","unstructured":"Yu Z, Zhou X, Hao Y, Gu J (2006) TV program recommendation for multiple viewers based on user profile merging. User Model User Adap Int 16(1):63\u201382","journal-title":"User Model User Adap Int"},{"key":"600_CR102","doi-asserted-by":"crossref","unstructured":"Zhang Y, Zhao Q, Zhang Y, Friedman D, Zhang M,  Liu Y, Ma S (2016) Economic recommendation with surplus maximization. In: Proceedings of the 25th international conference on world wide web. International World Wide Web Conferences Steering Committee, pp 73\u201383","DOI":"10.1145\/2872427.2882973"}],"container-title":["Data Mining and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10618-018-0600-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-018-0600-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-018-0600-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,22]],"date-time":"2019-11-22T19:06:16Z","timestamp":1574449576000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10618-018-0600-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,23]]},"references-count":44,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["600"],"URL":"https:\/\/doi.org\/10.1007\/s10618-018-0600-z","relation":{},"ISSN":["1384-5810","1573-756X"],"issn-type":[{"value":"1384-5810","type":"print"},{"value":"1573-756X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11,23]]},"assertion":[{"value":"7 December 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 November 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 November 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}