{"id":"https://openalex.org/W3108320223","doi":"https://doi.org/10.1145/3416010.3423227","title":"Interaction and Behaviour Evaluation for Smart Homes","display_name":"Interaction and Behaviour Evaluation for Smart Homes","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3108320223","doi":"https://doi.org/10.1145/3416010.3423227","mag":"3108320223"},"language":"en","primary_location":{"id":"doi:10.1145/3416010.3423227","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3416010.3423227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems","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/A5044999139","display_name":"Matteo Mendula","orcid":"https://orcid.org/0000-0002-0126-9808"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Matteo Mendula","raw_affiliation_strings":["University of Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069121108","display_name":"Siavash Khodadadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siavash Khodadadeh","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043035807","display_name":"Salih Safa Bacanl\u0131","orcid":"https://orcid.org/0000-0002-2525-5873"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salih Safa Bacanli","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060730495","display_name":"Sharare Zehtabian","orcid":"https://orcid.org/0000-0002-2734-7990"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharare Zehtabian","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002510185","display_name":"Hassam Ullah Sheikh","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hassam Ullah Sheikh","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042166639","display_name":"Ladislau B\u00f6l\u00f6ni","orcid":"https://orcid.org/0000-0001-5336-9651"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ladislau B\u00f6l\u00f6ni","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068888332","display_name":"Damla Turgut","orcid":"https://orcid.org/0000-0001-8635-7198"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damla Turgut","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067123099","display_name":"Paolo Bellavista","orcid":"https://orcid.org/0000-0003-0992-7948"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bellavista","raw_affiliation_strings":["University of Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5044999139"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.4885,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66720441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9987999796867371,"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":0.9987999796867371,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9890999794006348,"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":0.9883000254631042,"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/testbed","display_name":"Testbed","score":0.7969502210617065},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.760095477104187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6841795444488525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6116757988929749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6001217365264893},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.581530749797821},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5570147633552551},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5319044589996338},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.47789299488067627},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46481117606163025},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.45950978994369507},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4571203887462616},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44306570291519165},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4103602468967438},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1686812937259674},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10666131973266602},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08098483085632324}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7969502210617065},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.760095477104187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6841795444488525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6116757988929749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6001217365264893},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.581530749797821},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5570147633552551},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5319044589996338},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.47789299488067627},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46481117606163025},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45950978994369507},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4571203887462616},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44306570291519165},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4103602468967438},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1686812937259674},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10666131973266602},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08098483085632324},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3416010.3423227","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3416010.3423227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/795945","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/795945","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1964877916","https://openalex.org/W2001666598","https://openalex.org/W2103388129","https://openalex.org/W2143538196","https://openalex.org/W2162016415","https://openalex.org/W2413180170","https://openalex.org/W2598249320","https://openalex.org/W2782707924","https://openalex.org/W2791951661","https://openalex.org/W2913979503","https://openalex.org/W3009562513","https://openalex.org/W3045225784","https://openalex.org/W3129666199"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W3048672182","https://openalex.org/W1509300825","https://openalex.org/W2054620577","https://openalex.org/W3161928361","https://openalex.org/W3111735654"],"abstract_inverted_index":{"The":[0],"smart":[1,161],"home":[2,16,45,58,82],"concept":[3],"can":[4],"significantly":[5],"benefit":[6],"from":[7,52],"predictive":[8,73,107,158],"models":[9,159],"that":[10],"take":[11],"proactive":[12],"management":[13],"operations":[14],"on":[15,19],"actuators,":[17,68],"based":[18],"users'":[20],"behavior":[21],"evaluation.":[22],"In":[23,96],"this":[24,97],"paper,":[25,98],"we":[26,69,99],"use":[27],"a":[28,43,57,72,101,106],"small-scale":[29],"physical":[30],"model,":[31],"the":[32,38,53,85,89,93,122,125],"ScaledHome-2":[33],"testbed,":[34],"to":[35,59,64,103,121,153],"experiment":[36],"with":[37],"evolution":[39],"of":[40,75,88],"measurements":[41],"in":[42,62,92,112,124,150],"suburban":[44],"under":[46],"different":[47],"environmental":[48],"scenarios.":[49,116],"We":[50],"start":[51],"observation":[54],"that,":[55],"for":[56,160],"become":[60],"smart,":[61],"addition":[63],"IoT":[65],"sensors":[66],"and":[67,81,142,156],"also":[70,119],"need":[71],"model":[74,108],"how":[76],"actions":[77],"taken":[78],"by":[79,127],"inhabitants":[80],"actuators":[83],"affect":[84],"internal":[86],"environment":[87],"home,":[90],"reflected":[91],"sensor":[94],"readings.":[95],"propose":[100],"technique":[102],"create":[104,154],"such":[105],"through":[109],"machine":[110,131],"learning":[111,132],"various":[113],"simulated":[114],"weather":[115],"This":[117],"paper":[118],"contributes":[120],"literature":[123],"field":[126],"quantitatively":[128],"comparing":[129],"several":[130],"algorithms":[133],"(K-nearest":[134],"neighbor,":[135],"regression":[136],"trees,":[137],"Support":[138],"Vector":[139],"Machine":[140],"regression,":[141],"Long":[143],"Short":[144],"Term":[145],"Memory":[146],"deep":[147],"neural":[148],"networks)":[149],"their":[151],"ability":[152],"accurate":[155],"generalizable":[157],"homes.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
