{"id":"https://openalex.org/W4405909160","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811355","title":"Leveraging Light Intensity Structural Breaks for IoT Context-Awareness","display_name":"Leveraging Light Intensity Structural Breaks for IoT Context-Awareness","publication_year":2024,"publication_date":"2024-11-10","ids":{"openalex":"https://openalex.org/W4405909160","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811355"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot62078.2024.10811355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","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/A5019325599","display_name":"John Violos","orcid":"https://orcid.org/0000-0003-4219-3915"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"John Violos","raw_affiliation_strings":["École de technologie supérieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"École de technologie supérieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115708853","display_name":"Konstantinos Stavrianos","orcid":null},"institutions":[{"id":"https://openalex.org/I32762134","display_name":"Harokopio University of Athens","ror":"https://ror.org/02k5gp281","country_code":"GR","type":"education","lineage":["https://openalex.org/I32762134"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Stavrianos","raw_affiliation_strings":["Harokopio University of Athens,Dept. Informatics & Telematics,Athens,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harokopio University of Athens,Dept. Informatics & Telematics,Athens,Greece","institution_ids":["https://openalex.org/I32762134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092819210","display_name":"Fotios Voutsas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fotios Voutsas","raw_affiliation_strings":["Netdata Inc,San Francisco,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netdata Inc,San Francisco,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003789929","display_name":"Aris Leivadeas","orcid":"https://orcid.org/0000-0002-2996-6824"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aris Leivadeas","raw_affiliation_strings":["École de technologie supérieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"École de technologie supérieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]}],"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":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"346","last_page":"351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.7314000129699707,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.7314000129699707,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.66839998960495,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6750046014785767},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6493107080459595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6372713446617126},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.42345571517944336},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2401837706565857}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6750046014785767},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6493107080459595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6372713446617126},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.42345571517944336},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2401837706565857},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wf-iot62078.2024.10811355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:30585","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/30585/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2078639378","https://openalex.org/W2087794197","https://openalex.org/W2168867823","https://openalex.org/W2278905624","https://openalex.org/W2899910289","https://openalex.org/W2998531464","https://openalex.org/W3166368427","https://openalex.org/W4300773606","https://openalex.org/W4360860566","https://openalex.org/W4382599745","https://openalex.org/W4390238639","https://openalex.org/W6667773784","https://openalex.org/W6729085155","https://openalex.org/W6747717797"],"related_works":["https://openalex.org/W2388933862","https://openalex.org/W2159821363","https://openalex.org/W2088359995","https://openalex.org/W2070063018","https://openalex.org/W2037748321","https://openalex.org/W1531742702","https://openalex.org/W3013642962","https://openalex.org/W2001942268","https://openalex.org/W2186895195","https://openalex.org/W2005117804"],"abstract_inverted_index":{"Sensor":[0],"data":[1],"serves":[2],"as":[3,145],"a":[4,49,75,88,128,146],"valuable":[5],"information":[6,118],"source":[7],"that":[8,85],"facilitates":[9],"context-awareness":[10,44],"within":[11,39,54],"an":[12,83,132],"Internet":[13],"of":[14,36,48,67,78,82,108,140,155],"Things":[15],"(IoT)":[16],"environment,":[17,52],"thereby":[18],"augmenting":[19],"its":[20],"capacity":[21],"to":[22,25,42,73],"adapt":[23],"intelligently":[24],"evolving":[26],"conditions":[27],"and":[28,96,127,153],"user":[29],"requirements.":[30],"This":[31],"paper":[32,136],"explores":[33],"the":[34,46,63,80,106,135,138,151],"utilization":[35],"structural":[37,109,142],"breaks":[38],"time":[40,101],"series":[41],"enhance":[43],"in":[45,62,114,149,159],"realm":[47],"smart":[50,55,89],"IoT":[51,133],"particularly":[53],"homes.":[56],"By":[57],"identifying":[58],"shifts":[59],"or":[60],"disruptions":[61],"underlying":[64],"sequential":[65],"measurements":[66],"light":[68],"intensity,":[69],"this":[70],"research":[71],"aims":[72],"develop":[74],"methodology":[76],"capable":[77],"understanding":[79],"action":[81],"entity":[84],"interacts":[86],"with":[87,131],"environment.":[90],"Specifically,":[91],"by":[92],"leveraging":[93],"machine":[94],"learning":[95],"statistical":[97],"techniques":[98],"for":[99,120],"sensor":[100],"series,":[102],"we":[103],"delve":[104],"into":[105],"detection":[107],"breaks,":[110],"elucidating":[111],"their":[112],"significance":[113],"capturing":[115],"relevant":[116],"context":[117],"crucial":[119],"providing":[121],"situational":[122],"awareness.":[123],"Through":[124],"empirical":[125],"validation":[126],"case":[129],"study":[130],"device,":[134],"demonstrates":[137],"efficacy":[139],"incorporating":[141],"break":[143],"analysis":[144],"pivotal":[147],"component":[148],"enhancing":[150],"sensing":[152],"awareness":[154],"ambient":[156],"systems":[157],"deployed":[158],"residential":[160],"settings.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}