{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T22:41:00Z","timestamp":1778539260358,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Department of Computer Science, Faculty of Science, Kasetsart University, Thailand"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3526885","type":"journal-article","created":{"date-parts":[[2025,1,7]],"date-time":"2025-01-07T19:44:44Z","timestamp":1736279084000},"page":"6685-6703","source":"Crossref","is-referenced-by-count":3,"title":["A Novel Method for News Recommendation on Websites Using the Clustered-Vectors Optimization Algorithm"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-9326-0502","authenticated-orcid":false,"given":"Piyanuch","family":"Chaipornkaew","sequence":"first","affiliation":[{"name":"Department of Computer Science, Faculty of Science, Kasetsart University, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5418-7876","authenticated-orcid":false,"given":"Thepparit","family":"Banditwattanawong","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Science, Kasetsart University, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref2","volume-title":"Daily Time Spent on Social Networking By Internet Users Worldwide From 2012 To 2022","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-84337-3_10"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-79757-7_6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.062"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2019.09.229"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.10.006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114652"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2023-0300"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10419-1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107521"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.joi.2018.09.004"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2019.102735"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.07.002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.11.010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2012.01.849"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.02.042"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.04.002"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.47191\/ijmcr\/v12i2.01"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.01.034"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/APWCCSE.2015.7476236"},{"key":"ref22","volume-title":"Share of Individuals Reading or Downloading Online News, Newspapers or Magazines in Great Britain From 2007 to 2020","year":"2022"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16573"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124864"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1033"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p19-1110"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10043-x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/21670811.2021.2021804"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3530257"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115386"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2020.125154"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.09.131"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2789866"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2024.100715"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2015.04.004"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106163"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.04.220"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/BCD2018.2018.00019"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2024.103706"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2019.01.005"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109593"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.120880"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2006.03.044"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.iswa.2024.200438"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.05.031"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2021.105250"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2024.106155"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2020.113575"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.compstruc.2020.106406"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/math11224704"},{"key":"ref52","first-page":"117","article-title":"Term frequency and weighting","volume-title":"Introduction To Information Retrieval","author":"Manning","year":"2009"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1310.4546"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.5555\/3044805.3045025"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121483"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.ject.2024.09.001"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2021.101635"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106688"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2024.109726"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124960"},{"key":"ref61","first-page":"1","article-title":"Algorithms for hyper-parameter optimization","volume-title":"Proc. 25th Annu. Conf. Neural Inf. Process. Syst.","author":"Bergstra"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10830524.pdf?arnumber=10830524","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T20:09:48Z","timestamp":1736971788000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10830524\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3526885","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}