{"id":"https://openalex.org/W2341678946","doi":"https://doi.org/10.1109/percomw.2016.7457071","title":"PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness","display_name":"PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2341678946","doi":"https://doi.org/10.1109/percomw.2016.7457071","mag":"2341678946"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2016.7457071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2016.7457071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","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/A5074225885","display_name":"Wenjie Ruan","orcid":"https://orcid.org/0000-0002-8311-8738"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wenjie Ruan","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080744092","display_name":"Quan Z. Sheng","orcid":"https://orcid.org/0000-0002-3326-4147"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Quan Z. Sheng","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052731721","display_name":"Lina Yao","orcid":"https://orcid.org/0000-0002-4149-839X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lina Yao","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013716682","display_name":"Nguyen Khoi Tran","orcid":"https://orcid.org/0000-0002-9538-7476"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nguyen Khoi Tran","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074793781","display_name":"Yu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yu Chieh Yang","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074225885"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.5577,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70206114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.8122212886810303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.672199547290802},{"id":"https://openalex.org/keywords/peering","display_name":"Peering","score":0.5670890212059021},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5147747993469238},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5084594488143921},{"id":"https://openalex.org/keywords/android-app","display_name":"Android app","score":0.47234025597572327},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.46212339401245117},{"id":"https://openalex.org/keywords/android-application","display_name":"Android application","score":0.4611490070819855},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.45703282952308655},{"id":"https://openalex.org/keywords/smartphone-app","display_name":"Smartphone app","score":0.44664132595062256},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4353606104850769},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42679935693740845},{"id":"https://openalex.org/keywords/smartphone-application","display_name":"Smartphone application","score":0.41056957840919495},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.24762126803398132},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1956499218940735},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11966678500175476}],"concepts":[{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.8122212886810303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.672199547290802},{"id":"https://openalex.org/C95981142","wikidata":"https://www.wikidata.org/wiki/Q772532","display_name":"Peering","level":3,"score":0.5670890212059021},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5147747993469238},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5084594488143921},{"id":"https://openalex.org/C2988045736","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android app","level":3,"score":0.47234025597572327},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.46212339401245117},{"id":"https://openalex.org/C3017891749","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android application","level":3,"score":0.4611490070819855},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45703282952308655},{"id":"https://openalex.org/C3017619522","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone app","level":2,"score":0.44664132595062256},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4353606104850769},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42679935693740845},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.41056957840919495},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.24762126803398132},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1956499218940735},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11966678500175476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/percomw.2016.7457071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2016.7457071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:134234","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/134234/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Contribution in Book/Report/Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2020911435","https://openalex.org/W2095414363","https://openalex.org/W2109680381","https://openalex.org/W2295626104","https://openalex.org/W6697194766"],"related_works":["https://openalex.org/W2188165387","https://openalex.org/W4280528309","https://openalex.org/W4393384900","https://openalex.org/W2974542263","https://openalex.org/W2163116802","https://openalex.org/W2889151196","https://openalex.org/W773011023","https://openalex.org/W4394136984","https://openalex.org/W2026101886","https://openalex.org/W2787124741"],"abstract_inverted_index":{"Smartphone":[0],"adoption":[1],"has":[2],"increased":[3],"significantly":[4,119],"and":[5,12,16,51,70,81,100,121],"users":[6],"can":[7,47,118],"access":[8],"the":[9,19,60,77,83,98,123,134],"Internet,":[10],"communicate,":[11],"entertain":[13],"themselves":[14],"anywhere":[15],"anytime.":[17],"However,":[18],"negative":[20],"aspects":[21],"of":[22,62,102],"smartphone":[23,84],"overuse":[24],"on":[25,108],"young":[26],"adults":[27],"are":[28],"being":[29],"increasingly":[30],"recognized":[31],"recently.":[32],"One":[33],"such":[34,72],"serious":[35],"problematic":[36,124],"usage":[37],"is":[38],"peering":[39],"at":[40],"brightly":[41],"lit":[42],"screens":[43],"in":[44,66,133],"dark,":[45],"which":[46],"cause":[48],"sleep":[49],"loss":[50],"resultant":[52],"health":[53],"problems.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"investigate":[59],"potential":[61],"exploiting":[63],"sensors":[64],"embedded":[65],"smartphones":[67],"to":[68,130],"detect":[69],"prevent":[71,120],"unhealthy":[73],"habit":[74],"by":[75,106],"measuring":[76],"ambient":[78],"light":[79],"intensity":[80],"detecting":[82],"motion.":[85],"We":[86,96],"implement":[87],"our":[88,103,116],"system":[89,105,117],"through":[90],"an":[91],"Android":[92],"APP,":[93],"called":[94],"PreventDark.":[95],"show":[97],"feasibility":[99],"accuracy":[101],"developed":[104],"experiments":[107],"different":[109],"android":[110],"smartphones.":[111],"Field":[112],"experimental":[113],"results":[114],"indicate":[115],"decrease":[122],"use":[125],"after":[126],"intervention":[127],"with":[128],"up":[129],"93.6%,":[131],"particularly":[132],"dark":[135],"residential":[136],"environments.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
