{"id":"https://openalex.org/W4366967491","doi":"https://doi.org/10.1145/3544793.3563430","title":"Predicting ADHD Symptoms Using Smartphone Sensing Data","display_name":"Predicting ADHD Symptoms Using Smartphone Sensing Data","publication_year":2022,"publication_date":"2022-09-11","ids":{"openalex":"https://openalex.org/W4366967491","doi":"https://doi.org/10.1145/3544793.3563430"},"language":"en","primary_location":{"id":"doi:10.1145/3544793.3563430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544793.3563430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3544793.3563430","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3544793.3563430","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087525753","display_name":"Shweta Ware","orcid":null},"institutions":[{"id":"https://openalex.org/I158012942","display_name":"University of Richmond","ror":"https://ror.org/03y71xh61","country_code":"US","type":"education","lineage":["https://openalex.org/I158012942"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shweta Ware","raw_affiliation_strings":["Department of Computer Science, University of Richmond, United States"],"raw_orcid":"https://orcid.org/0000-0001-6979-8610","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Richmond, United States","institution_ids":["https://openalex.org/I158012942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056662160","display_name":"Laura E. Knouse","orcid":"https://orcid.org/0000-0001-7080-431X"},"institutions":[{"id":"https://openalex.org/I158012942","display_name":"University of Richmond","ror":"https://ror.org/03y71xh61","country_code":"US","type":"education","lineage":["https://openalex.org/I158012942"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura E. Knouse","raw_affiliation_strings":["Department of Psychology, University of Richmond, United States"],"raw_orcid":"https://orcid.org/0000-0001-7080-431X","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Richmond, United States","institution_ids":["https://openalex.org/I158012942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010174378","display_name":"Israa Draz","orcid":null},"institutions":[{"id":"https://openalex.org/I158012942","display_name":"University of Richmond","ror":"https://ror.org/03y71xh61","country_code":"US","type":"education","lineage":["https://openalex.org/I158012942"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Israa Draz","raw_affiliation_strings":["Department of Computer Science, University of Richmond, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Richmond, United States","institution_ids":["https://openalex.org/I158012942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082732820","display_name":"Alina Enikeeva","orcid":null},"institutions":[{"id":"https://openalex.org/I158012942","display_name":"University of Richmond","ror":"https://ror.org/03y71xh61","country_code":"US","type":"education","lineage":["https://openalex.org/I158012942"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alina Enikeeva","raw_affiliation_strings":["Department of Computer Science, University of Richmond, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Richmond, United States","institution_ids":["https://openalex.org/I158012942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087525753"],"corresponding_institution_ids":["https://openalex.org/I158012942"],"apc_list":null,"apc_paid":null,"fwci":0.5967,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6752642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9965000152587891,"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/T12238","display_name":"Green IT and Sustainability","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.7321186661720276},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5917902588844299},{"id":"https://openalex.org/keywords/smartphone-application","display_name":"Smartphone application","score":0.5256943702697754},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.4816804826259613},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4794522821903229},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4504084885120392},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4297955632209778},{"id":"https://openalex.org/keywords/android-app","display_name":"Android app","score":0.42472442984580994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4215216040611267},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3120443820953369},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.30698275566101074},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.18526077270507812},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18043038249015808}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.7321186661720276},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5917902588844299},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.5256943702697754},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.4816804826259613},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4794522821903229},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4504084885120392},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4297955632209778},{"id":"https://openalex.org/C2988045736","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android app","level":3,"score":0.42472442984580994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4215216040611267},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3120443820953369},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.30698275566101074},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.18526077270507812},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18043038249015808},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3544793.3563430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544793.3563430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3544793.3563430","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3544793.3563430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3544793.3563430","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3544793.3563430","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.47999998927116394,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366967491.pdf","grobid_xml":"https://content.openalex.org/works/W4366967491.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1894490285","https://openalex.org/W2021870458","https://openalex.org/W2034328890","https://openalex.org/W2055800023","https://openalex.org/W2066668124","https://openalex.org/W2066806488","https://openalex.org/W2067905000","https://openalex.org/W2093949278","https://openalex.org/W2156567116","https://openalex.org/W2531685648","https://openalex.org/W2803238628","https://openalex.org/W2894744280","https://openalex.org/W2903529553","https://openalex.org/W2984702021","https://openalex.org/W3037651932","https://openalex.org/W4293246971"],"related_works":["https://openalex.org/W2065074698","https://openalex.org/W2142692777","https://openalex.org/W2996163655","https://openalex.org/W1994141678","https://openalex.org/W3159439525","https://openalex.org/W2059129955","https://openalex.org/W2144689546","https://openalex.org/W2807085098","https://openalex.org/W2040490650","https://openalex.org/W2040155059"],"abstract_inverted_index":{"Adult":[0],"attention-deficit":[1],"hyperactivity":[2,134],"disorder":[3,8,26],"(ADHD)":[4],"is":[5],"an":[6,116],"impairing":[7],"that":[9,85,126],"affects":[10,31],"multiple":[11],"domains":[12],"of":[13,22,35,60,89,108],"functioning":[14],"and":[15,48,51,79,96,133],"manifests":[16],"itself":[17],"in":[18,27,149],"the":[19,25,106,142],"daily":[20],"lives":[21],"adults":[23],"with":[24,153],"far-reaching":[28],"ways.":[29],"ADHD":[30,121,128],"a":[32,87,101,150],"substantial":[33],"minority":[34],"college-age":[36],"students.":[37],"Current":[38],"diagnostic":[39],"methods":[40],"rely":[41],"on":[42],"self-report,":[43],"which":[44],"may":[45,54],"introduce":[46],"recall":[47],"other":[49],"biases,":[50],"collateral":[52],"reports":[53],"suffer":[55],"from":[56,115,146],"their":[57],"own":[58],"sources":[59],"bias.":[61],"In":[62,100],"addition,":[63],"tracking":[64],"treatment":[65],"related":[66],"change":[67],"across":[68],"time":[69],"can":[70,80],"be":[71,137],"difficult.":[72],"Smartphones":[73],"are":[74],"ubiquitous":[75],"for":[76,92],"many":[77],"populations":[78],"function":[81],"as":[82,156,158],"human":[83],"sensors":[84],"generate":[86],"wealth":[88],"behavioral":[90],"data;":[91],"example,":[93],"GPS,":[94],"SMS/call,":[95],"app":[97,118],"usage":[98],"data.":[99],"pilot":[102,151],"study,":[103,152],"we":[104],"explore":[105],"feasibility":[107],"using":[109,141],"smartphone":[110,143],"sensing":[111],"data":[112,144],"collected":[113,145],"passively":[114],"android":[117],"to":[119],"predict":[120],"symptoms.":[122],"Our":[123],"results":[124],"indicate":[125],"specific":[127],"inattention,":[129],"sluggish":[130],"cognitive":[131],"tempo":[132],"symptoms":[135],"could":[136],"predicted":[138],"fairly":[139],"accurately":[140],"college":[147],"students":[148],"F1":[154],"score":[155],"high":[157],"0.75.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
