{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T21:51:13Z","timestamp":1776117073848,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":56,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,4,21]],"date-time":"2020-04-21T00:00:00Z","timestamp":1587427200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,4,21]]},"DOI":"10.1145\/3313831.3376879","type":"proceedings-article","created":{"date-parts":[[2020,5,27]],"date-time":"2020-05-27T20:21:25Z","timestamp":1590610885000},"page":"1-13","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":43,"title":["MUBS: A Personalized Recommender System for Behavioral Activation in Mental Health"],"prefix":"10.1145","author":[{"given":"Darius A.","family":"Rohani","sequence":"first","affiliation":[{"name":"Technical University of Denmark, Kgs. Lyngby, Denmark"}]},{"given":"Andrea","family":"Quemada Lopategui","sequence":"additional","affiliation":[{"name":"Technical University of Denmark, Kgs. Lyngby, Denmark"}]},{"given":"Nanna","family":"Tuxen","sequence":"additional","affiliation":[{"name":"Psychiatric Centre Copenhagen, Copenhagen, Denmark"}]},{"given":"Maria","family":"Faurholt-Jepsen","sequence":"additional","affiliation":[{"name":"Psychiatric Centre Copenhagen, Copenhagen, Denmark"}]},{"given":"Lars V.","family":"Kessing","sequence":"additional","affiliation":[{"name":"Psychiatric Centre Copenhagen, Copenhagen, Denmark"}]},{"given":"Jakob E.","family":"Bardram","sequence":"additional","affiliation":[{"name":"Technical University of Denmark, Kgs. Lyngby, Denmark"}]}],"member":"320","published-online":{"date-parts":[[2020,4,23]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.3660"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jagp.2015.11.006"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3125620"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.2196\/mental.4984"},{"key":"e_1_3_2_2_5_1","volume-title":"Retrieved","author":"Bardram Jakob E.","year":"2019","unstructured":"Jakob E. Bardram. 2019. CARP Mobile Sensing Framework in Flutter. (2019). Retrieved December 15, 2019 from https:\/\/pub.dev\/packages\/carp_mobile_sensing."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2019.2925338"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(17)30333--4"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1037\/cap0000096"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.03.009"},{"key":"e_1_3_2_2_11_1","volume-title":"Preliminary Effectiveness of a Smartphone App to Reduce Depressive Symptoms in the Workplace: Feasibility and Acceptability Study. JMIR mHealth and uHealth 6, 12","author":"Deady Mark","year":"2018","unstructured":"Mark Deady, David Johnston, David Milne, Nick Glozier, Dorian Peters, Rafael Calvo, and Samuel Harvey. 2018. Preliminary Effectiveness of a Smartphone App to Reduce Depressive Symptoms in the Workplace: Feasibility and Acceptability Study. JMIR mHealth and uHealth 6, 12 (2018), e11661."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2017.11.002"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-clinpsy-032210--104535"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-006X.74.4.658"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3234149"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.3109\/11038128.2013.799226"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.2196\/mental.9445"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2018.05.067"},{"key":"e_1_3_2_2_19_1","volume-title":"Handbook of depression","author":"Gotlib Ian H","unstructured":"Ian H Gotlib and Constance L Hammen. 2008. Handbook of depression. Guilford Press, New York, NY, USA."},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.2196\/mental.9777"},{"key":"e_1_3_2_2_21_1","volume-title":"Alice T Sawyer, and Angela Fang.","author":"Hofmann Stefan G","year":"2012","unstructured":"Stefan G Hofmann, Anu Asnaani, Imke JJ Vonk, Alice T Sawyer, and Angela Fang. 2012. The efficacy of cognitive behavioral therapy: A review of meta-analyses. Cognitive therapy and research 36, 5 (2012), 427--440."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1080\/07370024.2016.1277724"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","unstructured":"Anna Huguet Sanjay Rao Patrick J. McGrath Lori Wozney Mike Wheaton Jill Conrod and Sharlene Rozario. 2016. A systematic review of cognitive behavioral therapy and behavioral activation apps for depression. (2016). DOI: http:\/\/dx.doi.org\/10.1371\/journal.pone.0154248","DOI":"10.1371\/journal.pone.0154248"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466137"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-006X.64.2.295"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.6417"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347020"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979396"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2014.03.007"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2008.06.026"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1177\/0145445510390929"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1177\/0145445501252005"},{"key":"e_1_3_2_2_33_1","volume-title":"A behavioral approach to depression. Essential papers on depression","author":"Lewinsohn Peter M","year":"1974","unstructured":"Peter M Lewinsohn. 1974. A behavioral approach to depression. Essential papers on depression (1974), 150--72."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.2196\/11334"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.invent.2014.12.002"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2013-003440"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-006X.50.3.363"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2018.1440907"},{"key":"e_1_3_2_2_39_1","volume-title":"Kognitiv terapi: modeller og metoder. Gyldendal A\/S","author":"M\u00f8rch Merete M","unstructured":"Merete M M\u00f8rch and Nicole K Rosenberg. 2005. Kognitiv terapi: modeller og metoder. Gyldendal A\/S, Copenhagen, Denmark."},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173905"},{"key":"e_1_3_2_2_41_1","volume-title":"The World Health Report 2001: Mental health: new understanding, new hope","author":"World Health Organization","unstructured":"World Health Organization. 2001. The World Health Report 2001: Mental health: new understanding, new hope. World Health Organization, Geneva, Switzerland."},{"key":"e_1_3_2_2_42_1","volume-title":"Retrieved","author":"World Health Organization","year":"2017","unstructured":"World Health Organization. 2017. 3 out of 4 people suffering from major depression do not receive adequate treatment. press release. (30 March 2017). Retrieved June 18, 2019 from http:\/\/www.euro.who.int\/en\/media-centre\/sections\/press-releases\/2017\/3-out-of-4-people-suffering-from-major-depression-do-not-receive-adequate-treatment."},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2016.65"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481307"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(16)31140-0"},{"key":"e_1_3_2_2_46_1","volume-title":"Lars Vedel Kessing, and Jakob E Bardram","author":"Rohani Darius A","year":"2018","unstructured":"Darius A Rohani, Maria Faurholt-Jepsen, Lars Vedel Kessing, and Jakob E Bardram. 2018. Correlations between objective behavioral features collected from mobile and wearable devices and depressive mood symptoms in patients with affective disorders: Systematic review. JMIR mHealth and uHealth 6, 8 (2018), e165."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3329189.3329214"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300475"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173972"},{"key":"e_1_3_2_2_50_1","volume-title":"Machine learning in mental health: a scoping review of methods and applications. Psychological medicine 49, 9","author":"Shatte Adrian BR","year":"2019","unstructured":"Adrian BR Shatte, Delyse M Hutchinson, and Samantha J Teague. 2019. Machine learning in mental health: a scoping review of methods and applications. Psychological medicine 49, 9 (2019), 1426--1448."},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-018--1123--8"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174128"},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.2307\/30036540"},{"key":"e_1_3_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.5960"},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340764.3344434"},{"key":"e_1_3_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5692"}],"event":{"name":"CHI '20: CHI Conference on Human Factors in Computing Systems","location":"Honolulu HI USA","acronym":"CHI '20","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3313831.3376879","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3313831.3376879","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:23:46Z","timestamp":1750202626000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3313831.3376879"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4,21]]},"references-count":56,"alternative-id":["10.1145\/3313831.3376879","10.1145\/3313831"],"URL":"https:\/\/doi.org\/10.1145\/3313831.3376879","relation":{},"subject":[],"published":{"date-parts":[[2020,4,21]]},"assertion":[{"value":"2020-04-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}