{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T13:16:28Z","timestamp":1775308588412,"version":"3.50.1"},"reference-count":24,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100004410","name":"T\u00dcB\u0130TAK","doi-asserted-by":"publisher","award":["124E135"],"award-info":[{"award-number":["124E135"]}],"id":[{"id":"10.13039\/501100004410","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Expert Systems with Applications"],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1016\/j.eswa.2026.131299","type":"journal-article","created":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T00:22:48Z","timestamp":1769214168000},"page":"131299","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Beyond clicks: Measuring attractiveness and satisfaction in e-commerce using Bayesian models with conversion signals"],"prefix":"10.1016","volume":"310","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7680-0878","authenticated-orcid":false,"given":"Hacer","family":"Turgut","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0006-4857-5155","authenticated-orcid":false,"given":"Afra","family":"Arslan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0005-4907-649X","authenticated-orcid":false,"given":"\u00d6m\u00fcr","family":"Bali","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1574-733X","authenticated-orcid":false,"given":"Mehmet Yasin","family":"Uluku\u015f","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.eswa.2026.131299_bib0001","series-title":"Proceedings of the 25th international conference on world wide web","first-page":"531","article-title":"A neural click model for web search","author":"Borisov","year":"2016"},{"key":"10.1016\/j.eswa.2026.131299_bib0002","series-title":"Proceedings of the 18th international conference on world wide web","first-page":"1","article-title":"A dynamic Bayesian network click model for web search ranking","author":"Chapelle","year":"2009"},{"key":"10.1016\/j.eswa.2026.131299_bib0003","series-title":"Proceedings of the 13th international conference on web search and data mining","first-page":"88","article-title":"A context-aware click model for web search","author":"Chen","year":"2020"},{"key":"10.1016\/j.eswa.2026.131299_bib0004","series-title":"Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"795","article-title":"Position-normalized click prediction in search advertising","author":"Chen","year":"2012"},{"key":"10.1016\/j.eswa.2026.131299_bib0005","series-title":"Click models for web search","author":"Chuklin","year":"2022"},{"key":"10.1016\/j.eswa.2026.131299_bib0006","series-title":"Proceedings of the 2008 international conference on web search and data mining","first-page":"87","article-title":"An experimental comparison of click position-bias models","author":"Craswell","year":"2008"},{"key":"10.1016\/j.eswa.2026.131299_bib0007","series-title":"Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval","first-page":"331","article-title":"A user browsing model to predict search engine click data from past observations","author":"Dupret","year":"2008"},{"key":"10.1016\/j.eswa.2026.131299_bib0008","series-title":"Proceedings of the sixteenth ACM international conference on web search and data mining","first-page":"1057","article-title":"An f-shape click model for information retrieval on multi-block mobile pages","author":"Fu","year":"2023"},{"key":"10.1016\/j.eswa.2026.131299_bib0009","series-title":"Proceedings of the 29th ACM international conference on information & knowledge management","first-page":"2493","article-title":"Deep multifaceted transformers for multi-objective ranking in large-scale e-commerce recommender systems","author":"Gu","year":"2020"},{"key":"10.1016\/j.eswa.2026.131299_bib0010","series-title":"Proceedings of the 18th international conference on world wide web","first-page":"11","article-title":"Click chain model in web search","author":"Guo","year":"2009"},{"key":"10.1016\/j.eswa.2026.131299_bib0011","series-title":"Proceedings of the second ACM international conference on web search and data mining","first-page":"124","article-title":"Efficient multiple-click models in web search","author":"Guo","year":"2009"},{"issue":"4","key":"10.1016\/j.eswa.2026.131299_bib0012","first-page":"8961","article-title":"A topic relevance-aware click model for web search","volume":"46","author":"Jianping","year":"2024","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.1016\/j.eswa.2026.131299_bib0013","series-title":"Proceedings of the 44th international ACM SIGIR conference on research and development in information retrieval","first-page":"1259","article-title":"A graph-enhanced click model for web search","author":"Lin","year":"2021"},{"key":"10.1016\/j.eswa.2026.131299_bib0014","series-title":"Proceedings of the 26th international conference on world wide web companion","first-page":"689","article-title":"Model ensemble for click prediction in bing search ads","author":"Ling","year":"2017"},{"issue":"6","key":"10.1016\/j.eswa.2026.131299_bib0015","doi-asserted-by":"crossref","first-page":"560","DOI":"10.1016\/j.elerap.2012.09.001","article-title":"Measuring the coverage and redundancy of information search services on e-commerce platforms","volume":"11","author":"Ma","year":"2012","journal-title":"Electronic Commerce Research and Applications"},{"key":"10.1016\/j.eswa.2026.131299_bib0016","series-title":"The 41st international ACM SIGIR conference on research & development in information retrieval","first-page":"1137","article-title":"Entire space multi-task model: An effective approach for estimating post-click conversion rate","author":"Ma","year":"2018"},{"key":"10.1016\/j.eswa.2026.131299_bib0017","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.elerap.2016.01.004","article-title":"Predicting ad click-through rates via feature-based fully coupled interaction tensor factorization","volume":"16","author":"Shan","year":"2016","journal-title":"Electronic Commerce Research and Applications"},{"key":"10.1016\/j.eswa.2026.131299_bib0018","series-title":"2020 international conference on software, telecommunications and computer networks (softCOM)","first-page":"1","article-title":"Efficient conversion prediction in e-commerce applications with unsupervised learning","author":"Szab\u00f3","year":"2020"},{"key":"10.1016\/j.eswa.2026.131299_bib0019","series-title":"Proceedings of the 45th international ACM SIGIR conference on research and development in information retrieval","first-page":"343","article-title":"Enhancing CTR prediction with context-aware feature representation learning","author":"Wang","year":"2022"},{"key":"10.1016\/j.eswa.2026.131299_bib0020","series-title":"Proceedings of the 46th international ACM SIGIR conference on research and development in information retrieval","first-page":"1884","article-title":"Click-conversion multi-task model with position bias mitigation for sponsored search in ecommerce","author":"Wang","year":"2023"},{"key":"10.1016\/j.eswa.2026.131299_bib0021","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.117896","article-title":"A click-through rate model of e-commerce based on user interest and temporal behavior","volume":"207","author":"Xiao","year":"2022","journal-title":"Expert Systems with Applications"},{"issue":"2","key":"10.1016\/j.eswa.2026.131299_bib0022","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2021.102853","article-title":"Click-through rate prediction in online advertising: A literature review","volume":"59","author":"Yang","year":"2022","journal-title":"Information Processing & Management"},{"key":"10.1016\/j.eswa.2026.131299_bib0023","doi-asserted-by":"crossref","unstructured":"Zhang, W., Qin, J., Guo, W., Tang, R., & He, X. (2021). Deep learning for click-through rate estimation. arXiv preprint arXiv: 2104.10584.","DOI":"10.24963\/ijcai.2021\/636"},{"key":"10.1016\/j.eswa.2026.131299_bib0024","series-title":"Proceedings of the web conference 2021","first-page":"788","article-title":"Cross-positional attention for debiasing clicks","author":"Zhuang","year":"2021"}],"container-title":["Expert Systems with Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417426002125?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417426002125?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T12:24:17Z","timestamp":1775305457000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0957417426002125"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":24,"alternative-id":["S0957417426002125"],"URL":"https:\/\/doi.org\/10.1016\/j.eswa.2026.131299","relation":{},"ISSN":["0957-4174"],"issn-type":[{"value":"0957-4174","type":"print"}],"subject":[],"published":{"date-parts":[[2026,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Beyond clicks: Measuring attractiveness and satisfaction in e-commerce using Bayesian models with conversion signals","name":"articletitle","label":"Article Title"},{"value":"Expert Systems with Applications","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.eswa.2026.131299","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"131299"}}