{"id":"https://openalex.org/W2972687835","doi":"https://doi.org/10.1145/3341162.3343785","title":"A smartphone-based behavioural activation application using recommender system","display_name":"A smartphone-based behavioural activation application using recommender system","publication_year":2019,"publication_date":"2019-09-09","ids":{"openalex":"https://openalex.org/W2972687835","doi":"https://doi.org/10.1145/3341162.3343785","mag":"2972687835"},"language":"en","primary_location":{"id":"doi:10.1145/3341162.3343785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3343785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100375792","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0002-2980-6281"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Flinders University, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flinders University, South Australia, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072131738","display_name":"Geoff Jarrad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geoff Jarrad","raw_affiliation_strings":["Software and Computational Systems, Adelaide, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software and Computational Systems, Adelaide, South Australia, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070589969","display_name":"Susan A. Murphy","orcid":"https://orcid.org/0000-0002-2032-4286"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan A. Murphy","raw_affiliation_strings":["Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061314186","display_name":"Niranjan Bidargaddi","orcid":"https://orcid.org/0000-0003-2868-9260"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Niranjan Bidargaddi","raw_affiliation_strings":["Flinders University, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flinders University, South Australia, Australia","institution_ids":["https://openalex.org/I169541294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/behavioral-activation","display_name":"Behavioral activation","score":0.8237633109092712},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7811188697814941},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6617655754089355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6190372705459595},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.5341583490371704},{"id":"https://openalex.org/keywords/smartphone-application","display_name":"Smartphone application","score":0.5158888101577759},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4805365204811096},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.45699992775917053},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4122498333454132},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.38551947474479675},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36781564354896545},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3551987111568451},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29392433166503906},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.14983350038528442},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1492820680141449},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13149124383926392}],"concepts":[{"id":"https://openalex.org/C148374829","wikidata":"https://www.wikidata.org/wiki/Q1891605","display_name":"Behavioral activation","level":3,"score":0.8237633109092712},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7811188697814941},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6617655754089355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190372705459595},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.5341583490371704},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.5158888101577759},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4805365204811096},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.45699992775917053},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4122498333454132},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.38551947474479675},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36781564354896545},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3551987111568451},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29392433166503906},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.14983350038528442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1492820680141449},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13149124383926392}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341162.3343785","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3343785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1968667849","https://openalex.org/W1986334160","https://openalex.org/W1999611855","https://openalex.org/W2031201873","https://openalex.org/W2039663770","https://openalex.org/W2110703683","https://openalex.org/W2112420033","https://openalex.org/W2129205413","https://openalex.org/W2138572504","https://openalex.org/W2141500794","https://openalex.org/W2161620759","https://openalex.org/W2233729489"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W2782041652","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4382050204"],"abstract_inverted_index":{"The":[0],"efficacy":[1],"of":[2,8,18,28,49,71],"behavioural":[3,33,82,99],"activation":[4,34,83,100],"in":[5,15,46,98],"the":[6,21,41,47,56],"treatment":[7,48],"major":[9],"depressive":[10],"disorders":[11],"has":[12,40],"been":[13],"established":[14],"a":[16,26,37,80,86],"number":[17,27],"studies":[19,30],"over":[20],"last":[22],"four":[23],"decades.":[24],"Although":[25],"recent":[29,66],"show":[31],"that":[32,58,69],"administered":[35],"via":[36],"smartphone":[38],"application":[39,84],"potential":[42],"to":[43,89,93,96],"be":[44],"effective":[45],"depression,":[50],"these":[51,59],"opportunities":[52],"are":[53],"tempered":[54],"by":[55],"problem":[57],"interventions":[60],"have":[61],"high":[62],"dropout":[63],"rates.":[64],"However,":[65],"research":[67],"finds":[68],"personalisation":[70],"content":[72,92],"can":[73],"positively":[74],"influence":[75],"engagement.":[76],"We":[77],"present":[78],"MindTick,":[79],"smartphone-based":[81],"using":[85],"recommender":[87],"system":[88],"deliver":[90],"personalized":[91],"encourage":[94],"users":[95],"engage":[97],"activities.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
