{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T16:58:30Z","timestamp":1791219510615,"version":"4.1.0"},"reference-count":69,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T00:00:00Z","timestamp":1776902400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004837","name":"Ministerio de Ciencia e Innovaci\u00f3n","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100023103","name":"Nevada Department of Health and Human Services","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100023103","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Acta Psychologica"],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1016\/j.actpsy.2026.106947","type":"journal-article","created":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T13:17:09Z","timestamp":1778937429000},"page":"106947","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Interpretable behavioral clusters of gamblers through unsupervised learning"],"prefix":"10.1016","volume":"267","author":[{"given":"Mana","family":"Azizsoltani","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4673-8193","authenticated-orcid":false,"given":"Ismael","family":"Gomez-Talal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9 Luis Rojo","family":"Alvarez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kasra","family":"Ghaharian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b1","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1080\/14459795.2012.754919","article-title":"Markers of unsustainable gambling for early detection of at-risk online gamblers","volume":"13","author":"Adami","year":"2013","journal-title":"International Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b2","series-title":"Commercial gaming revenue tracker","first-page":"1","author":"American Gaming Association","year":"2024"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b3","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1007\/s10899-022-10139-1","article-title":"Using artificial intelligence algorithms to predict self-reported problem gambling with account-based player data in an online casino setting","volume":"39","author":"Auer","year":"2023","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b4","article-title":"Gambling productivity commission inquiry report","author":"Australian Productivity Commission","year":"2010","journal-title":"Australian Government"},{"key":"10.1016\/j.actpsy.2026.106947_b5","doi-asserted-by":"crossref","first-page":"1241","DOI":"10.1007\/s10899-017-9688-0","article-title":"The effect of losses disguised as wins and near misses in electronic gaming machines: A systematic review","volume":"33","author":"Barton","year":"2017","journal-title":"Journal of Gambling Studies"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b6","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1093\/eurpub\/ckp232","article-title":"How do gamblers start gambling: Identifying behavioural markers for high-risk internet gambling","volume":"22","author":"Braverman","year":"2012","journal-title":"The European Journal of Public Health"},{"key":"10.1016\/j.actpsy.2026.106947_b7","doi-asserted-by":"crossref","first-page":"1695","DOI":"10.1007\/s10899-014-9485-y","article-title":"EGM jackpots and player behaviour: An in-venue shadowing study","volume":"31","author":"Browne","year":"2015","journal-title":"Journal of Gambling Studies"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b8","first-page":"1","article-title":"Internet gambling: A critical review of behavioural tracking research","volume":"36","author":"Chagas","year":"2017","journal-title":"Journal of Gambling Issues"},{"key":"10.1016\/j.actpsy.2026.106947_b9","first-page":"1","article-title":"Consumer profile segmentation in online lottery gambling utilizing behavioral tracking data from the portuguese national lottery","author":"Chagas","year":"2021","journal-title":"Journal of Gambling Studies"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b10","first-page":"7","article-title":"The effects of parameter variations in electronic gambling simulations: Results of a laboratory-based pilot investigation","volume":"17","author":"Delfabbro","year":"2005","journal-title":"Gambling Research: Journal of the National Association for Gambling Studies (Australia)"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b11","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1007\/s10899-023-10247-6","article-title":"Behavioural tracking and profiling studies involving objective data derived from online operators: A review of the evidence","volume":"40","author":"Delfabbro","year":"2024","journal-title":"Journal of Gambling Studies"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b12","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/s40429-019-00269-9","article-title":"Applying Data Science to Behavioral Analysis of Online Gambling","volume":"6","author":"Deng","year":"2019","journal-title":"Current Addiction Reports"},{"key":"10.1016\/j.actpsy.2026.106947_b13","doi-asserted-by":"crossref","DOI":"10.1016\/j.addbeh.2021.106968","article-title":"Pareto distributions in online casino gambling: Sensitivity to timeframe and associations with self exclusion","volume":"120","author":"Deng","year":"2021","journal-title":"Addictive Behaviors"},{"issue":"11","key":"10.1016\/j.actpsy.2026.106947_b14","doi-asserted-by":"crossref","first-page":"1920","DOI":"10.1111\/add.12675","article-title":"The allure of multi-line games in modern slot machines","volume":"109","author":"Dixon","year":"2014","journal-title":"Addiction"},{"issue":"10","key":"10.1016\/j.actpsy.2026.106947_b15","doi-asserted-by":"crossref","first-page":"1819","DOI":"10.1111\/j.1360-0443.2010.03050.x","article-title":"Losses disguised as wins in modern multi-line video slot machines","volume":"105","author":"Dixon","year":"2010","journal-title":"Addiction"},{"key":"10.1016\/j.actpsy.2026.106947_b16","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1007\/s10899-015-9566-6","article-title":"Veiled EGM jackpots: The effects of hidden and mystery jackpots on gambling intensity","volume":"32","author":"Donaldson","year":"2016","journal-title":"Journal of Gambling Studies"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b17","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1111\/j.1360-0443.2005.00962.x","article-title":"Electronic gaming machines: are they the \u2018crack-cocaine\u2019of gambling?","volume":"100","author":"Dowling","year":"2005","journal-title":"Addiction"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b18","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1080\/14459795.2011.629204","article-title":"Analysis of casino online gambling data in relation to behavioural risk markers for high-risk gambling and player protection","volume":"11","author":"Dragicevic","year":"2011","journal-title":"International Gambling Studies"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b19","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1080\/14459795.2021.1985581","article-title":"Returning to the virtual casino: a contemporary study of actual online casino gambling","volume":"22","author":"Edson","year":"2022","journal-title":"International Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b20","series-title":"Report 3: Predicting problem gamblers: analysis of industry data","author":"Excell","year":"2014"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b21","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1080\/14459795.2011.571217","article-title":"Player account-based gambling: Potentials for behaviour-based research methodologies","volume":"11","author":"Gainsbury","year":"2011","journal-title":"International Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12889-018-6281-0","article-title":"Strategies to customize responsible gambling messages: a review and focus group study","volume":"18","author":"Gainsbury","year":"2018","journal-title":"BMC Public Health"},{"key":"10.1016\/j.actpsy.2026.106947_b23","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10899-013-9404-7","article-title":"How the Internet is changing gambling: Findings from an Australian prevalence survey","volume":"31","author":"Gainsbury","year":"2015","journal-title":"Journal of Gambling Studies"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b24","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1016\/j.psychres.2014.03.033","article-title":"Chasing losses in online poker and casino games: Characteristics and game play of Internet gamblers at risk of disordered gambling","volume":"217","author":"Gainsbury","year":"2014","journal-title":"Psychiatry Research"},{"key":"10.1016\/j.actpsy.2026.106947_b25","doi-asserted-by":"crossref","DOI":"10.1016\/j.chb.2023.107717","article-title":"Players Gonna Pay: Characterizing gamblers and gambling-related harm with payments transaction data","volume":"143","author":"Ghaharian","year":"2023","journal-title":"Computers in Human Behavior"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b26","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1080\/14459795.2022.2135753","article-title":"Applications of data science for responsible gambling: a scoping review","volume":"23","author":"Ghaharian","year":"2023","journal-title":"International Gambling Studies"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b27","doi-asserted-by":"crossref","first-page":"1419","DOI":"10.1007\/s10899-025-10419-6","article-title":"Across the bettor-verse: an open banking perspective on gambling in the united kingdom","volume":"41","author":"Ghaharian","year":"2025","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b28","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1007\/s10879-009-9118-4","article-title":"Videogame addiction and its treatment","volume":"39","author":"Griffiths","year":"2009","journal-title":"Journal of Contemporary Psychotherapy"},{"key":"10.1016\/j.actpsy.2026.106947_b29","article-title":"Spain develops AI system to monitor 60 indicators of gambling risk","author":"Guimar\u00e3es","year":"2025","journal-title":"Esports.Gg"},{"key":"10.1016\/j.actpsy.2026.106947_b30","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1007\/s10899-017-9701-7","article-title":"The impact of speed of play in gambling on psychological and behavioural factors: A critical review","volume":"34","author":"Harris","year":"2018","journal-title":"Journal of Gambling Studies"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b31","doi-asserted-by":"crossref","first-page":"3617","DOI":"10.1007\/s43681-024-00595-3","article-title":"Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil society","volume":"5","author":"Hartmann","year":"2025","journal-title":"AI and Ethics"},{"key":"10.1016\/j.actpsy.2026.106947_b32","series-title":"Do weighted reels on a slot machine distort a gambler\u2019s judgment of probability? The effect of near misses","author":"Horton","year":"2006"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b33","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1080\/15332861.2012.650987","article-title":"Participation in internet gambling markets: An international comparison of online gamblers\u2019 profiles","volume":"11","author":"Humphreys","year":"2012","journal-title":"Journal of Internet Commerce"},{"key":"10.1016\/j.actpsy.2026.106947_b34","series-title":"Gambling laws and regulations Poland 2025","author":"ICLG","year":"2025"},{"key":"10.1016\/j.actpsy.2026.106947_b35","series-title":"An introduction to statistical learning: with applications in python","first-page":"331","article-title":"Tree-based methods","author":"James","year":"2023"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b36","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1007\/s10899-007-9067-3","article-title":"Assessing the playing field: A prospective longitudinal study of internet sports gambling behavior","volume":"23","author":"LaBrie","year":"2007","journal-title":"Journal of Gambling Studies"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b37","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1007\/s11469-016-9666-2","article-title":"Electronic gaming machine characteristics: It\u2019s the little things that count","volume":"16","author":"Landon","year":"2018","journal-title":"International Journal of Mental Health and Addiction"},{"key":"10.1016\/j.actpsy.2026.106947_b38","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1023\/A:1013639729908","article-title":"Manipulations of the features of standard video lottery terminal (VLT) games: Effects in pathological and non-pathological gamblers","volume":"17","author":"Loba","year":"2001","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b39","first-page":"1","article-title":"The stability of gambling expenditure distributions over time and associations with the use of gambling self-regulatory tools","author":"Louderback","year":"2024","journal-title":"International Journal of Mental Health and Addiction"},{"key":"10.1016\/j.actpsy.2026.106947_b40","doi-asserted-by":"crossref","DOI":"10.1016\/j.chbr.2025.100644","article-title":"Duty of care, data science, and gambling harm: A scoping review of risk assessment models","author":"Marionneau","year":"2025","journal-title":"Computers in Human Behavior Reports"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b41","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1007\/s10899-021-10097-0","article-title":"Using \u201cmarkers of harm\u201d to track risky gambling in two cohorts of online sports bettors","volume":"38","author":"McAuliffe","year":"2022","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b42","series-title":"Umap: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018"},{"key":"10.1016\/j.actpsy.2026.106947_b43","series-title":"Problem gambling in Europe: Challenges, prevention, and interventions","author":"Meyer","year":"2009"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b44","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1007\/s10899-023-10195-1","article-title":"Risk factors for gambling disorder: A systematic review","volume":"39","author":"Moreira","year":"2023","journal-title":"Journal of Gambling Studies"},{"issue":"2","key":"10.1016\/j.actpsy.2026.106947_b45","doi-asserted-by":"crossref","first-page":"141","DOI":"10.3934\/bdia.2017015","article-title":"Identifying electronic gaming machine gambling personae through unsupervised session classification","volume":"2","author":"Mosquera","year":"2017","journal-title":"Big Data & Information Analytics"},{"key":"10.1016\/j.actpsy.2026.106947_b46","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.addbeh.2018.08.014","article-title":"Effects of bet size and multi-line play on immersion and respiratory sinus arrhythmia during electronic gaming machine use","volume":"88","author":"Murch","year":"2019","journal-title":"Addictive Behaviors"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b47","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1556\/2006.2021.00029","article-title":"Changes to the playing field: A contemporary study of actual European online sports betting","volume":"10","author":"Nelson","year":"2021","journal-title":"Journal of Behavioral Addictions"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b48","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1007\/s10899-018-09817-w","article-title":"Patterns of Daily Fantasy Sport Play: Tackling the Issues","volume":"35","author":"Nelson","year":"2019","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b49","article-title":"Winning the AI arms race with data","author":"Peister","year":"2024","journal-title":"IAG"},{"issue":"5","key":"10.1016\/j.actpsy.2026.106947_b50","doi-asserted-by":"crossref","first-page":"2397","DOI":"10.3390\/app11052397","article-title":"Time series clustering of online gambling activities for addicted users\u2019 detection","volume":"11","author":"Peres","year":"2021","journal-title":"Applied Sciences"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b51","doi-asserted-by":"crossref","DOI":"10.1002\/mpr.1746","article-title":"Typology of online lotteries and scratch games gamblers\u2019 behaviours: A multilevel latent class cluster analysis applied to player account-based gambling data","volume":"27","author":"Perrot","year":"2018","journal-title":"International Journal of Methods in Psychiatric Research"},{"issue":"1","key":"10.1016\/j.actpsy.2026.106947_b52","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1080\/14459795.2013.841721","article-title":"Identifying high-risk online gamblers: A comparison of data mining procedures","volume":"14","author":"Philander","year":"2014","journal-title":"International Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b53","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1007\/s40429-020-00309-9","article-title":"Skill-based electronic gaming machines: A review of product structures, risks of harm, and policy issues","volume":"7","author":"Pickering","year":"2020","journal-title":"Current Addiction Reports"},{"key":"10.1016\/j.actpsy.2026.106947_b54","series-title":"Remote gambling research interim report on phase II","author":"Pricewaterhouse Coopers (PWC)","year":"2017"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b55","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1007\/s10899-009-9174-4","article-title":"Never smile at a crocodile: Betting on electronic gaming machines is intensified by reptile-induced arousal","volume":"26","author":"Rockloff","year":"2010","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b56","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1007\/s10899-012-9336-7","article-title":"The impact of jackpots on EGM gambling behavior: A review","volume":"29","author":"Rockloff","year":"2013","journal-title":"Journal of Gambling Studies"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b57","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3068335","article-title":"DBSCAN revisited, revisited: why and how you should (still) use DBSCAN","volume":"42","author":"Schubert","year":"2017","journal-title":"ACM Transactions on Database Systems"},{"key":"10.1016\/j.actpsy.2026.106947_b58","series-title":"Addiction by design","article-title":"Addiction by design: Machine gambling in Las Vegas","author":"Sch\u00fcll","year":"2012"},{"key":"10.1016\/j.actpsy.2026.106947_b59","series-title":"A general introduction to gambling law in Poland","author":"Stelmachowski","year":"2023"},{"key":"10.1016\/j.actpsy.2026.106947_b60","doi-asserted-by":"crossref","first-page":"44","DOI":"10.7250\/csimq.2016-9.03","article-title":"Using data-driven and process mining techniques for identifying and characterizing problem gamblers in New Zealand","volume":"9","author":"Suriadi","year":"2016","journal-title":"Complex Systems Informatics and Modeling Quarterly"},{"key":"10.1016\/j.actpsy.2026.106947_b61","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.csda.2014.11.015","article-title":"The cluster graphical lasso for improved estimation of Gaussian graphical models","volume":"85","author":"Tan","year":"2015","journal-title":"Computational Statistics & Data Analysis"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b62","doi-asserted-by":"crossref","first-page":"1295","DOI":"10.1007\/s10899-022-10147-1","article-title":"Second Session at the Virtual Poker Table: A Contemporary Study of Actual Online Poker Activity","volume":"39","author":"Tom","year":"2022","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b63","series-title":"An integrated method for clustering and association network inference","author":"Tous","year":"2025"},{"issue":"4","key":"10.1016\/j.actpsy.2026.106947_b64","doi-asserted-by":"crossref","first-page":"356","DOI":"10.1177\/0193723520919819","article-title":"Behavioral markers of risky daily fantasy sports play","volume":"44","author":"Wiley","year":"2020","journal-title":"Journal of Sport and Social Issues"},{"issue":"3","key":"10.1016\/j.actpsy.2026.106947_b65","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/j.ijpsycho.2010.08.008","article-title":"Capturing SCL and HR changes to win and loss events during gambling on electronic machines","volume":"78","author":"Wilkes","year":"2010","journal-title":"International Journal of Psychophysiology"},{"key":"10.1016\/j.actpsy.2026.106947_b66","series-title":"Global gambling - cultural perspectives on gambling organisations","first-page":"38","article-title":"Into the zone: innovating in the Australian poker machine industry","author":"Woolley","year":"2009"},{"key":"10.1016\/j.actpsy.2026.106947_b67","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s10899-008-9093-9","article-title":"The desire to gamble: The influence of outcomes on the priming effects of a gambling episode","volume":"24","author":"Young","year":"2008","journal-title":"Journal of Gambling Studies"},{"key":"10.1016\/j.actpsy.2026.106947_b68","doi-asserted-by":"crossref","DOI":"10.1016\/j.pnpbp.2019.109853","article-title":"Dopaminergic signaling of uncertainty and the aetiology of gambling addiction","volume":"99","author":"Zack","year":"2020","journal-title":"Progress in Neuro-Psychopharmacology and Biological Psychiatry"},{"key":"10.1016\/j.actpsy.2026.106947_b69","doi-asserted-by":"crossref","DOI":"10.1111\/add.16571","article-title":"The relationship between gambling behaviour and gambling-related harm: A data fusion approach using open banking data","author":"Zendle","year":"2024","journal-title":"Addiction"}],"container-title":["Acta Psychologica"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001691826007481?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001691826007481?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T16:20:34Z","timestamp":1791217234000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0001691826007481"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":69,"alternative-id":["S0001691826007481"],"URL":"https:\/\/doi.org\/10.1016\/j.actpsy.2026.106947","relation":{},"ISSN":["0001-6918"],"issn-type":[{"value":"0001-6918","type":"print"}],"subject":[],"published":{"date-parts":[[2026,7]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Interpretable behavioral clusters of gamblers through unsupervised learning","name":"articletitle","label":"Article Title"},{"value":"Acta Psychologica","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.actpsy.2026.106947","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"106947"}}