{"id":"https://openalex.org/W4403923125","doi":"https://doi.org/10.1145/3671127.3698167","title":"ScreenSense: Screen Activity Detection in Real-World Environments with Indoor Light Sensors","display_name":"ScreenSense: Screen Activity Detection in Real-World Environments with Indoor Light Sensors","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403923125","doi":"https://doi.org/10.1145/3671127.3698167"},"language":"en","primary_location":{"id":"doi:10.1145/3671127.3698167","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698167","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698167","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 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","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/10.1145/3671127.3698167","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059887480","display_name":"Tushar Routh","orcid":"https://orcid.org/0000-0003-1631-2001"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tushar Routh","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028306089","display_name":"Nurani Saoda","orcid":"https://orcid.org/0000-0002-3724-7360"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nurani Saoda","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036332248","display_name":"Fateme Nikseresht","orcid":"https://orcid.org/0009-0004-9654-2628"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fateme Nikseresht","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028627520","display_name":"Md Fazlay Rabbi Masum Billah","orcid":"https://orcid.org/0000-0002-2585-8383"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Fazlay Rabbi Masum Billah","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012051562","display_name":"Jiechao Gao","orcid":"https://orcid.org/0000-0003-0628-1416"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiechao Gao","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049838307","display_name":"Viswajith Govinda Rajan","orcid":"https://orcid.org/0009-0009-3311-8199"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Viswajith Govinda Rajan","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054416117","display_name":"Bradford Campbell","orcid":"https://orcid.org/0000-0002-4103-8107"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford Campbell","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5059887480"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19661942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9921000003814697,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9750999808311462,"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":0.9718999862670898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6026920080184937},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3427796959877014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6026920080184937},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3427796959877014}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3671127.3698167","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698167","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698167","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 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3671127.3698167","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698167","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698167","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 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403923125.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2003167111","https://openalex.org/W2104945376","https://openalex.org/W2299294624","https://openalex.org/W2325418942","https://openalex.org/W2342312492","https://openalex.org/W2527669748","https://openalex.org/W2607314261","https://openalex.org/W2611099009","https://openalex.org/W2755827294","https://openalex.org/W2783061095","https://openalex.org/W2944175639","https://openalex.org/W2945146633","https://openalex.org/W2945801531","https://openalex.org/W2978368042","https://openalex.org/W2986651361","https://openalex.org/W3000102200","https://openalex.org/W3026494741","https://openalex.org/W3031055882","https://openalex.org/W4220935272","https://openalex.org/W4229027251","https://openalex.org/W4321121995","https://openalex.org/W4379471956"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Nowadays,":[0],"light":[1,11,27,84,115,212],"sensors":[2,37,116,213],"are":[3,38],"frequently":[4],"utilized":[5],"as":[6],"wearables":[7],"for":[8,18,45,69,123,135],"assessing":[9],"personal":[10],"exposure":[12],"or":[13],"installed":[14],"in":[15,86,139,196,208,217],"indoor":[16],"environments":[17],"measuring":[19],"ambient":[20,152],"lighting":[21,154,180],"at":[22],"areas":[23],"of":[24],"interest.":[25],"Interestingly,":[26],"emitted":[28],"by":[29,81],"computer":[30,90],"screens":[31],"records":[32],"distinct":[33],"patterns":[34],"when":[35],"such":[36],"placed":[39],"nearby.":[40],"The":[41,188],"phenomenon":[42],"requires":[43],"analysis":[44],"passive":[46],"sensing":[47],"and":[48,105,165,184],"also":[49,132,202],"raises":[50],"critical":[51,204],"privacy":[52,205],"concerns.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,75,131,174],"introduce":[58],"ScreenSense,":[59],"an":[60,119],"innovative":[61],"approach":[62],"that":[63,111,134],"leverages":[64],"data":[65],"from":[66,167],"existing":[67,112],"framework":[68],"detecting":[70],"screen":[71,125],"utilization.":[72],"For":[73],"that,":[74],"first":[76],"collect":[77],"a":[78,83,191],"diversified":[79],"dataset":[80,96,176],"placing":[82],"sensor":[85],"close":[87],"proximity":[88],"to":[89,136,143],"screen.":[91],"We":[92],"then":[93],"classify":[94],"captured":[95],"into":[97],"five":[98],"general":[99],"categories:":[100],"Mail,":[101],"Social,":[102],"Reading,":[103],"Video,":[104],"No":[106],"Activity.":[107],"Our":[108],"insight":[109],"is":[110,159],"low-power,":[113],"inexpensive":[114],"can":[117],"be":[118,137,144],"energy-efficient,":[120],"low-cost":[121],"alternative":[122],"collecting":[124],"information":[126],"over":[127],"extended":[128],"periods.":[129],"However,":[130],"observe":[133],"effective":[138],"real-world,":[140],"it":[141],"needs":[142],"robust":[145],"against":[146],"several":[147],"practical":[148],"factors,":[149],"including":[150,178],"the":[151,156],"room":[153],"where":[155],"user":[157],"device":[158],"situated,":[160],"transitioning":[161],"between":[162],"different":[163],"activities,":[164],"examples":[166],"unfamiliar":[168],"arrangements.":[169],"To":[170],"overcome":[171],"these":[172],"challenges,":[173],"propose":[175],"augmentation":[177],"realistic":[179],"conditions,":[181],"transition":[182],"filters,":[183],"time":[185],"series-based":[186],"augmentation.":[187],"system":[189],"achieves":[190],"detection":[192],"accuracy":[193],"upto":[194],"91.25%":[195],"real":[197],"world":[198],"testbed":[199],"scenarios.":[200],"ScreenSense":[201],"uncovers":[203],"issues":[206],"inherent":[207],"simple":[209],"IoT":[210],"based":[211],"deployed":[214],"so":[215],"commonly":[216],"smart":[218],"buildings.":[219]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}