{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T05:55:28Z","timestamp":1761630928738,"version":"3.37.3"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["LP180101309"],"award-info":[{"award-number":["LP180101309"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3035703","type":"journal-article","created":{"date-parts":[[2020,11,3]],"date-time":"2020-11-03T20:43:16Z","timestamp":1604436196000},"page":"202122-202132","source":"Crossref","is-referenced-by-count":18,"title":["Improved Collaborative Filtering Recommendation Through Similarity Prediction"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8322-7857","authenticated-orcid":false,"given":"Nima","family":"Joorabloo","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0517-9420","authenticated-orcid":false,"given":"Mahdi","family":"Jalili","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3137-9653","authenticated-orcid":false,"given":"Yongli","family":"Ren","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.14778\/2536274.2536289"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1572133"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557072"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2007.43"},{"key":"ref31","first-page":"580","article-title":"Using temporal data for making recommendations","author":"zimdars","year":"2001","journal-title":"Proc 17th Conf Uncertainty Artif Intell"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.11.047"},{"key":"ref37","first-page":"242","article-title":"Dynamic item-based recommendation algorithm with time decay","volume":"1","author":"xia","year":"2010","journal-title":"Proc 6th Int Conf Natural Comput"},{"key":"ref36","first-page":"1","article-title":"An approach to design of time-aware recommender system based on changes in group user’s preferences","author":"karahodza","year":"2014","journal-title":"Proc Int Symp Telecommun (BIHTEL)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.06.031"},{"key":"ref34","first-page":"169","article-title":"Scaling down candidate sets based on the temporal feature of items for improved hybrid recommendations","author":"tang","year":"2003","journal-title":"Proc IJCAI Workshop Intell Techn Web Personalization"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23733"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/2090116.2090122"},{"key":"ref28","first-page":"165","article-title":"Full text search engine as scalable k-nearest neighbor recommendation system","author":"suchal","year":"2010","journal-title":"Proc IFIP Int Conf Artif Intell Theory Pract"},{"key":"ref64","article-title":"A comparative study of collaborative filtering algorithms","author":"lee","year":"2012","journal-title":"arXiv 1205 3193"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IITSI.2010.161"},{"key":"ref65","first-page":"58","article-title":"Data sparsity issues in the collaborative filtering framework","author":"gr?ar","year":"2005","journal-title":"proc 8th International Workshop on Knowledge Discovery on the Web"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2579993"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.02.117"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2017.72"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864729"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043964"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1177\/0165551512437517"},{"key":"ref24","first-page":"99","article-title":"Recency-based collaborative filtering","volume":"49","author":"ding","year":"2006","journal-title":"Proc 17th Australas Database Conf"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2016.02.013"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1099554.1099689"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1360\/crad20070216"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/2556270"},{"journal-title":"Rank Correlation Methods","year":"1990","author":"kendall","key":"ref51"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557067"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2010.03.009"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.11.023"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.11.006"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.07.024"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312682"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2011.02.015"},{"key":"ref52","first-page":"547","article-title":"Étude comparative de la distribution florale dans une portion des Alpes et des Jura","volume":"37","author":"jaccard","year":"1901","journal-title":"Bull Soc Vaudoise Sci Nat"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2009.01.008"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105371"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-018-0496-5"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2036264.2036268"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2883742"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.09.040"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1100.0274"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-012-9137-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2766059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20257-6_13"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508723"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.08.033"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1504\/IJHPCN.2017.083199"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.08.026"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.02.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.07.024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-436-4_10"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxu115"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.131"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-012-9136-x"},{"key":"ref45","first-page":"500","article-title":"Predictive modeling on multivariate linear regression","volume":"33","author":"huiwen","year":"2007","journal-title":"J Beijing Univ Aeronaut Astronaut"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.04.003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102228"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.03.068"},{"journal-title":"Forecasting Principles and Practice","year":"2018","author":"hyndman","key":"ref44"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2006.01.001"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09247214.pdf?arnumber=9247214","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T05:58:29Z","timestamp":1643176709000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9247214\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3035703","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2020]]}}}