{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T09:40:05Z","timestamp":1774950005619,"version":"3.50.1"},"reference-count":61,"publisher":"Informa UK Limited","issue":"24","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72172148, 71672125, 72171123, 72171149"],"award-info":[{"award-number":["72172148, 71672125, 72171123, 72171149"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Production Research"],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1080\/00207543.2022.2121870","type":"journal-article","created":{"date-parts":[[2022,9,22]],"date-time":"2022-09-22T06:44:55Z","timestamp":1663829095000},"page":"7551-7571","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":45,"title":["Matchmaking in reward-based crowdfunding platforms: a hybrid machine learning approach"],"prefix":"10.1080","volume":"60","author":[{"given":"Shaojian","family":"Qu","sequence":"first","affiliation":[{"name":"School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, People\u2019s Republic of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Xu","sequence":"additional","affiliation":[{"name":"Economics and Management College, Civil Aviation University of China, Tianjin, People\u2019s Republic of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sachin Kumar","family":"Mangla","sequence":"additional","affiliation":[{"name":"Digital Circular Economy for Sustainable Development Goals (DCE-SDG), Jindal Global Business School, O P Jindal Global University, Sonipat, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7374-2396","authenticated-orcid":false,"given":"Felix T. S.","family":"Chan","sequence":"additional","affiliation":[{"name":"Department of Decision Sciences, Macau University of Science and Technology, Taipa, Macao"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianli","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Management, University of Shanghai for Science and Technology, Shanghai, People\u2019s Republic of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5324-5026","authenticated-orcid":false,"given":"Sobhan","family":"Arisian","sequence":"additional","affiliation":[{"name":"La Trobe Business School, La Trobe University, Melbourne, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2022,9,21]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117584"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1145\/170036.170072"},{"key":"CIT0003","first-page":"487","volume-title":"Proceedings of the 20th International Conference on Very Large Databases","volume":"1215","author":"Agrawal R.","year":"1994"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1108\/JRME-12-2016-0053"},{"key":"CIT0005","unstructured":"Alsabti, K., S. Ranka, and K. Singh. 1997. \u201cAn Efficient K-Means Clustering Algorithm.\u201d In Proceedings of PPS\/SPDP Workshop on High Performance Data Mining, 34\u201339, Orlando, FL."},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusvent.2013.07.003"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijresmar.2018.07.001"},{"issue":"3","key":"CIT0008","first-page":"407","volume":"14","author":"Bouncken R.","year":"2015","journal-title":"The International Business & Economics Research Journal"},{"key":"CIT0009","unstructured":"Bradley, P., and U. Fayyad. 1998. \u201cRefining Initial Points for K-Means Clustering.\u201d Proceedings of the 15th International Conference on Machine Learning, 91\u201399, San Francisco, CA."},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1080\/00207540600564633"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2019.07.037"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1566670"},{"key":"CIT0013","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2018.3211"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1111\/etap.12267"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1177\/0149206317690584"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2018.08.003"},{"key":"CIT0017","doi-asserted-by":"publisher","DOI":"10.1287\/msom.2018.0729"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1525\/cmr.2016.58.2.5"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.107061"},{"key":"CIT0020","doi-asserted-by":"crossref","unstructured":"Hammerly, G., and C. Elkan. 2002. \u201cAlternatives to the K-Means Algorithm that Find Better Clusterings.\u201d In Proceedings of the 11th International Conference on Information and Knowledge Management, 600\u2013607. New York, USA.","DOI":"10.1145\/584792.584890"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1007\/s00357-005-0018-3"},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1142\/9789812709066_0006"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2019.01.005"},{"issue":"11","key":"CIT0024","first-page":"50","volume":"14","author":"Jo H. G.","year":"2021","journal-title":"Review of Pharmaceuticals"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2019.3368"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.227"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.225"},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2018.07.002"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00060-2"},{"key":"CIT0030","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13482"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1111\/deci.12502"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusvent.2022.106223"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusvent.2013.06.005"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2015.2207"},{"issue":"6","key":"CIT0035","first-page":"1533","volume":"62","author":"Mollick E.","year":"2016","journal-title":"Review of Management Science"},{"key":"CIT0036","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107369"},{"key":"CIT0037","doi-asserted-by":"crossref","unstructured":"Rakesh, V., J. Choo, and C. K. Reddy. 2015. \u201cProject Recommendation Using Heterogeneous Traits in Crowdfunding.\u201d In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 9, no. 1, 337\u2013346. Atlanta, GA, USA.","DOI":"10.1609\/icwsm.v9i1.14624"},{"key":"CIT0038","doi-asserted-by":"crossref","unstructured":"Rakesh, V., W. C. Lee, and C. K. Reddy. 2016. \u201cProbabilistic Group Recommendation Model for Crowdfunding Domains.\u201d In Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 257\u2013266. Shanghai, China.","DOI":"10.1145\/2835776.2835793"},{"key":"CIT0039","first-page":"1","volume":"149","author":"Reza-Gharehbagh R.","year":"2022","journal-title":"Annals of Operations Research"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2021.102298"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2018.0777"},{"key":"CIT0042","doi-asserted-by":"publisher","DOI":"10.3390\/app9245496"},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1080\/10438599.2020.1838412"},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1080\/00207540903307623"},{"key":"CIT0045","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.991046"},{"issue":"4","key":"CIT0046","first-page":"1011","volume":"37","author":"Wang W.","year":"2017","journal-title":"Systems Engineering \u2013 Theory & Practice"},{"key":"CIT0047","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2017.12.004"},{"key":"CIT0048","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2022.103038"},{"key":"CIT0049","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1673\/1\/012030"},{"key":"CIT0050","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2016.2531"},{"key":"CIT0051","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2016.06.021"},{"key":"CIT0052","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1988748"},{"key":"CIT0053","doi-asserted-by":"publisher","DOI":"10.3390\/su10041053"},{"key":"CIT0054","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(01)00197-2"},{"key":"CIT0055","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107777"},{"key":"CIT0056","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2018.05.005"},{"key":"CIT0057","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2022.102681"},{"key":"CIT0058","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2011.636389"},{"key":"CIT0059","doi-asserted-by":"publisher","DOI":"10.1063\/1.4977361"},{"key":"CIT0060","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2003.08.001"},{"key":"CIT0061","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-016-9723-1"}],"container-title":["International Journal of Production Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00207543.2022.2121870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,7]],"date-time":"2022-12-07T10:20:08Z","timestamp":1670408408000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00207543.2022.2121870"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,21]]},"references-count":61,"journal-issue":{"issue":"24","published-print":{"date-parts":[[2022,12,17]]}},"alternative-id":["10.1080\/00207543.2022.2121870"],"URL":"https:\/\/doi.org\/10.1080\/00207543.2022.2121870","relation":{},"ISSN":["0020-7543","1366-588X"],"issn-type":[{"value":"0020-7543","type":"print"},{"value":"1366-588X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,21]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-01-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}