{"id":"https://openalex.org/W4224989753","doi":"https://doi.org/10.1109/percom53586.2022.9762405","title":"SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations","display_name":"SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations","publication_year":2022,"publication_date":"2022-03-21","ids":{"openalex":"https://openalex.org/W4224989753","doi":"https://doi.org/10.1109/percom53586.2022.9762405"},"language":"en","primary_location":{"id":"doi:10.1109/percom53586.2022.9762405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom53586.2022.9762405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.13016/m2cagu-hnrp","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007929845","display_name":"Andrew Chio","orcid":"https://orcid.org/0000-0001-8920-2749"},"institutions":[{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew Chio","raw_affiliation_strings":["University of California,Dept. of Computer Science,Irvine","UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Dept. of Computer Science,Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072985752","display_name":"Daokun Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daokun Jiang","raw_affiliation_strings":["University of California,Dept. of Computer Science,Irvine","UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Dept. of Computer Science,Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081611491","display_name":"Peeyush Gupta","orcid":"https://orcid.org/0000-0001-5160-5446"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peeyush Gupta","raw_affiliation_strings":["University of California,Dept. of Computer Science,Irvine","UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Dept. of Computer Science,Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078078081","display_name":"Georgios Bouloukakis","orcid":"https://orcid.org/0000-0003-0109-9527"},"institutions":[{"id":"https://openalex.org/I4387153010","display_name":"Telecom SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Georgios Bouloukakis","raw_affiliation_strings":["T&#x00E9;l&#x00E9;com SudParis,Dept. of Computer Science,IP Paris","ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T&#x00E9;l&#x00E9;com SudParis,Dept. of Computer Science,IP Paris","institution_ids":[]},{"raw_affiliation_string":"ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090696772","display_name":"Roberto Yus","orcid":"https://orcid.org/0000-0002-9311-954X"},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto Yus","raw_affiliation_strings":["University of Maryland,Dept. of Computer Science and Electrical Engineering,Baltimore County"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland,Dept. of Computer Science and Electrical Engineering,Baltimore County","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010114060","display_name":"Sharad Mehrotra","orcid":"https://orcid.org/0000-0003-1667-5435"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharad Mehrotra","raw_affiliation_strings":["University of California,Dept. of Computer Science,Irvine","UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Dept. of Computer Science,Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060176636","display_name":"Nalini Venkatasubramanian","orcid":"https://orcid.org/0000-0001-7011-2268"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nalini Venkatasubramanian","raw_affiliation_strings":["University of California,Dept. of Computer Science,Irvine","UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Dept. of Computer Science,Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"UC Irvine - University of California [Irvine] (Irvine, CA 92697 - United States)","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5007929845"],"corresponding_institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"],"apc_list":null,"apc_paid":null,"fwci":4.1132,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92595218,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9940999746322632,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/computer-science","display_name":"Computer science","score":0.7881236672401428},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6591285467147827},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5320404767990112},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5294263958930969},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4577575623989105},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45294755697250366},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.410358190536499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7881236672401428},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6591285467147827},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5320404767990112},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5294263958930969},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4577575623989105},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45294755697250366},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.410358190536499},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/percom53586.2022.9762405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom53586.2022.9762405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03613959v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03613959","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PERCOM 2022: 20th International Conference on Pervasive Computing and Communications, Mar 2022, Pisa, Italy. pp.152-162, &#x27E8;10.1109/PerCom53586.2022.9762405&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:mdsoar.org:11603/24597","is_oa":false,"landing_page_url":"http://hdl.handle.net/11603/24597","pdf_url":null,"source":{"id":"https://openalex.org/S4306402556","display_name":"Maryland Shared Open Access Repository (USMAI Consortium)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Text"},{"id":"doi:10.13016/m2cagu-hnrp","is_oa":true,"landing_page_url":"https://doi.org/10.13016/m2cagu-hnrp","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.13016/m2cagu-hnrp","is_oa":true,"landing_page_url":"https://doi.org/10.13016/m2cagu-hnrp","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1560272941","https://openalex.org/W1613134757","https://openalex.org/W1626398438","https://openalex.org/W1982300822","https://openalex.org/W2012396588","https://openalex.org/W2013598124","https://openalex.org/W2016634126","https://openalex.org/W2021935745","https://openalex.org/W2056284729","https://openalex.org/W2058148593","https://openalex.org/W2081611995","https://openalex.org/W2100350939","https://openalex.org/W2116135393","https://openalex.org/W2123608402","https://openalex.org/W2124299914","https://openalex.org/W2133286823","https://openalex.org/W2133400794","https://openalex.org/W2136317921","https://openalex.org/W2140251882","https://openalex.org/W2141456801","https://openalex.org/W2144974502","https://openalex.org/W2149710720","https://openalex.org/W2250447163","https://openalex.org/W2261655856","https://openalex.org/W2263431832","https://openalex.org/W2515822248","https://openalex.org/W2611471865","https://openalex.org/W2734456796","https://openalex.org/W2740083192","https://openalex.org/W2774941429","https://openalex.org/W2808478781","https://openalex.org/W2900034960","https://openalex.org/W2902611619","https://openalex.org/W2909693411","https://openalex.org/W2963001155","https://openalex.org/W2964277422","https://openalex.org/W2971981784","https://openalex.org/W2985339799","https://openalex.org/W3003667836","https://openalex.org/W3012041784","https://openalex.org/W3024290817","https://openalex.org/W3098208509","https://openalex.org/W3170908570","https://openalex.org/W3180212133","https://openalex.org/W4206076777","https://openalex.org/W4230472502","https://openalex.org/W4289236784","https://openalex.org/W6636500457","https://openalex.org/W6752683884","https://openalex.org/W6756737428","https://openalex.org/W6757658683"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W1480878783","https://openalex.org/W3118638206","https://openalex.org/W1983629434","https://openalex.org/W4324271173","https://openalex.org/W1967645776","https://openalex.org/W2352227742","https://openalex.org/W1981618449"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"SmartSPEC,":[3,140],"an":[4,114,172],"approach":[5],"to":[6,27,36,51,54,103,118,148,193,205],"generate":[7,119],"customizable":[8],"smart":[9,75,90,153,174],"space":[10,23,44,76,91,125,154],"datasets":[11,24],"using":[12],"sensorized":[13,110],"spaces":[14],"in":[15,108],"which":[16],"people":[17,159],"and":[18,30,34,40,65,69,78,92,100,105,112,146,160,177,212],"events":[19],"are":[20,25,191],"embedded.":[21],"Smart":[22],"critical":[26],"design,":[28],"deploy":[29],"evaluate":[31,132],"robust":[32],"systems":[33],"applications":[35],"ensure":[37],"cost-effective":[38],"operation":[39],"safety/-comfort/convenience":[41],"of":[42,57,67,88,135,152,158,162],"the":[43,55,63,124,133,136,186,198,210],"occupants.":[45],"Often,":[46],"real-world":[47,170,206],"data":[48,79,122,137,201],"is":[49,73],"difficult":[50],"obtain":[52],"due":[53],"lack":[56],"fine-grained":[58],"sensing;":[59],"privacy/security":[60],"concerns":[61],"prevent":[62],"release":[64],"sharing":[66],"individual":[68],"spatial":[70],"data.":[71],"SmartSPEC":[72,95,190],"a":[74,84,89,97,109,143,178],"simulator":[77],"generator":[80],"that":[81,185],"can":[82],"create":[83],"digital":[85],"representation":[86],"(twin)":[87],"its":[93],"activities.":[94],"uses":[96],"semantic":[98],"model":[99],"ML-based":[101],"approaches":[102],"characterize":[104],"learn":[106],"attributes":[107],"space,":[111],"applies":[113],"event-driven":[115],"simulation":[116],"strategy":[117],"realistic":[120,196],"simulated":[121],"about":[123],"(events,":[126],"trajectories,":[127],"sensor":[128],"datasets,":[129,155],"etc).":[130],"To":[131],"realism":[134],"generated":[138],"by":[139,189],"we":[141],"develop":[142],"structured":[144],"methodology":[145],"metrics":[147],"assess":[149],"various":[150],"aspects":[151],"including":[156],"trajectories":[157,187],"occupancy":[161],"spaces.":[163],"Our":[164,182],"experimental":[165],"study":[166],"looks":[167],"at":[168],"two":[169],"settings/datasets:":[171],"instrumented":[173],"campus":[175],"building":[176],"city-wide":[179],"GPS":[180],"dataset.":[181],"results":[183],"show":[184],"produced":[188],"1.4x":[192],"4.4x":[194],"more":[195],"than":[197],"best":[199],"synthetic":[200],"baseline":[202],"when":[203],"compared":[204],"data,":[207],"depending":[208],"on":[209],"scenario":[211],"configuration.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
