{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T16:25:33Z","timestamp":1775665533297,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,9,22]],"date-time":"2020-09-22T00:00:00Z","timestamp":1600732800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,9,22]]},"DOI":"10.1145\/3383313.3412244","type":"proceedings-article","created":{"date-parts":[[2020,9,19]],"date-time":"2020-09-19T02:28:21Z","timestamp":1600482501000},"page":"249-258","source":"Crossref","is-referenced-by-count":18,"title":["Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation"],"prefix":"10.1145","author":[{"given":"Mawulolo K.","family":"Ameko","sequence":"first","affiliation":[{"name":"University of Virginia, USA"}]},{"given":"Miranda L.","family":"Beltzer","sequence":"additional","affiliation":[{"name":"University of Virginia, USA"}]},{"given":"Lihua","family":"Cai","sequence":"additional","affiliation":[{"name":"University of Virginia, USA"}]},{"given":"Mehdi","family":"Boukhechba","sequence":"additional","affiliation":[{"name":"University of Virginia, USA"}]},{"given":"Bethany A.","family":"Teachman","sequence":"additional","affiliation":[{"name":"University of Virginia, USA"}]},{"given":"Laura E.","family":"Barnes","sequence":"additional","affiliation":[{"name":"University of Virginia, USA"}]}],"member":"320","published-online":{"date-parts":[[2020,9,22]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1177\/1745691612459518"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1080\/02699931.2012.739998"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpr.2009.11.004"},{"key":"e_1_3_2_1_4_1","unstructured":"Mental\u00a0Health America. [n.d.]. Mental Health In America - Access To Care Data.  Mental\u00a0Health America. [n.d.]. Mental Health In America - Access To Care Data."},{"key":"e_1_3_2_1_5_1","volume-title":"Thirty-Second AAAI Conference on Artificial Intelligence.","author":"Atan Onur","year":"2018"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557040"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1177\/1745691613504116"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1176\/appi.ajp.157.12.1925"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","volume-title":"Statistical methods for dynamic treatment regimes","author":"Chakraborty Bibhas","DOI":"10.1007\/978-1-4614-7428-9"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy023"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS285"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2015.06.011"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/spc3.12240"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1214\/14-STS500"},{"key":"e_1_3_2_1_15_1","unstructured":"Miroslav Dudik Daniel Hsu Satyen Kale Nikos Karampatziakis John Langford Lev Reyzin and Tong Zhang. 2011. Efficient optimal learning for contextual bandits. arXiv preprint arXiv:1106.2369(2011).  Miroslav Dudik Daniel Hsu Satyen Kale Nikos Karampatziakis John Langford Lev Reyzin and Tong Zhang. 2011. Efficient optimal learning for contextual bandits. arXiv preprint arXiv:1106.2369(2011)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10608-016-9772-2"},{"key":"e_1_3_2_1_17_1","first-page":"178","article-title":"Regulating emotion in the short and long term","volume":"11","author":"Freitas Antonio","year":"2000","journal-title":"Psychological Inquiry"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1037\/1089-2680.2.3.271"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0037231"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2013.0075"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.bodynets.2014.258237"},{"key":"e_1_3_2_1_22_1","volume-title":"Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data. Statistical science 22, 4","author":"Kang DY","year":"2007"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1001\/archpsyc.62.6.593"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772758"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3381007"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 30th Annual Conference of the Cognitive Science Society","author":"Marinier P.","year":"2008"},{"key":"e_1_3_2_1_28_1","volume-title":"Development and validation of measures of social phobia scrutiny fear and social interaction anxiety. Behaviour research and therapy 36, 4","author":"Mattick P","year":"1998"},{"key":"e_1_3_2_1_29_1","volume-title":"A tutorial on propensity score estimation for multiple treatments using generalized boosted models. Statistics in medicine 32, 19","author":"McCaffrey F","year":"2013"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2013.13805"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12160-016-9830-8"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2011.06.012"},{"key":"e_1_3_2_1_33_1","volume-title":"AMIA Annual Symposium Proceedings, Vol.\u00a02018","author":"Peng Xuefeng","year":"2018"},{"key":"e_1_3_2_1_34_1","volume-title":"Mobile Health","author":"Rabbi Mashfiqui"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2805840"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2896338.2896359"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrn.2016.78"},{"key":"e_1_3_2_1_38_1","unstructured":"Greg Ridgeway Dan McCaffrey Andrew Morral Lane Burgette and Beth\u00a0Ann Griffin. [n.d.]. Toolkit for Weighting and Analysis of Nonequivalent Groups: A tutorial for the twang package. ([n.\u00a0d.]).  Greg Ridgeway Dan McCaffrey Andrew Morral Lane Burgette and Beth\u00a0Ann Griffin. [n.d.]. Toolkit for Weighting and Analysis of Nonequivalent Groups: A tutorial for the twang package. ([n.\u00a0d.])."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.beth.2006.08.001"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/70.1.41"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0030831"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpr.2017.09.002"},{"key":"e_1_3_2_1_43_1","unstructured":"Alex Strehl John Langford Lihong Li and Sham\u00a0M Kakade. 2010. Learning from logged implicit exploration data. In Advances in Neural Information Processing Systems. 2217\u20132225.  Alex Strehl John Langford Lihong Li and Sham\u00a0M Kakade. 2010. Learning from logged implicit exploration data. In Advances in Neural Information Processing Systems. 2217\u20132225."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2013.01.013"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1080\/02699931.2017.1371003"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.5555\/2789272.2886805"},{"key":"e_1_3_2_1_47_1","volume-title":"Discover the expert: Context-adaptive expert selection for medical diagnosis","author":"Tekin Cem","year":"2014"},{"key":"e_1_3_2_1_48_1","volume-title":"Mobile Health","author":"Tewari Ambuj"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1177\/0956797613496434"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1319839"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-017-0929-3"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.7994"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/186"}],"event":{"name":"RecSys '20: Fourteenth ACM Conference on Recommender Systems","location":"Virtual Event Brazil","acronym":"RecSys '20","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Fourteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3383313.3412244","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3383313.3412244","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:33:21Z","timestamp":1750199601000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3383313.3412244"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,22]]},"references-count":52,"alternative-id":["10.1145\/3383313.3412244","10.1145\/3383313"],"URL":"https:\/\/doi.org\/10.1145\/3383313.3412244","relation":{},"subject":[],"published":{"date-parts":[[2020,9,22]]}}}