{"id":"https://openalex.org/W2772912842","doi":"https://doi.org/10.3233/978-1-61499-804-4-122","title":"Learning Daily Routines in Smart Office Environments","display_name":"Learning Daily Routines in Smart Office Environments","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2772912842","doi":"https://doi.org/10.3233/978-1-61499-804-4-122","mag":"2772912842"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-804-4-122","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-804-4-122","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5065110383","display_name":"Berardina De Carolis","orcid":"https://orcid.org/0000-0002-2689-137X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"De Carolis Berardina","raw_affiliation_strings":["University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068783500","display_name":"Stefano Ferilli","orcid":"https://orcid.org/0000-0003-1118-0601"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ferilli Stefano","raw_affiliation_strings":["University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065110383"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25472047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"298","issue":null,"first_page":"122","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.8550000190734863,"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"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.8550000190734863,"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"}},{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.8284000158309937,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12720","display_name":"Multimedia Communication and Technology","score":0.7678999900817871,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.4678873121738434},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4621283710002899}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4678873121738434},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4621283710002899}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-804-4-122","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-804-4-122","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:ricerca.uniba.it:11586/204267","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/204267","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"mag:2772912842","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/series/faia/faia298.html#CarolisF17","pdf_url":null,"source":{"id":"https://openalex.org/S4306417660","display_name":"Ambient Intelligence","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Ambient Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"One":[0],"of":[1,4,106,135,145,151,159,183,211],"the":[2,66,101,107,142,146,156,194,205,212,214,218],"goals":[3],"smart":[5,119,206],"environments":[6],"is":[7,75,167],"satisfying":[8],"proactively":[9],"its":[10],"users'":[11],"needs.":[12],"To":[13],"do":[14],"so,":[15],"it":[16,74,141,178],"should":[17],"understand":[18],"what":[19,24],"they":[20],"are":[21,25,56,92],"doing":[22],"and":[23,28,83,138,150,172,175,187,221],"their":[26],"habits":[27],"preferences.":[29],"In":[30,209],"turn,":[31],"this":[32],"requires":[33],"recognizing,":[34],"at":[35,49],"a":[36,50,70,80,115,118,124],"lower":[37],"level,":[38],"single":[39],"activities":[40,55,82,153,174,186],"(e.g.,":[41],"reading,":[42],"sitting,":[43],"looking":[44],"for":[45,185,189],"books,":[46],"…)":[47],"and,":[48],"higher":[51],"one,":[52],"how":[53,164],"these":[54,62],"organized":[57],"into":[58],"daily":[59,84,148],"routines.":[60,176],"For":[61],"purposes":[63],"we":[64],"exploit":[65],"WoMan":[67],"system.":[68],"Using":[69],"process":[71],"mining":[72],"approach,":[73],"able":[76],"to":[77,99,170],"incrementally":[78],"learn":[79,171],"user's":[81,147],"routines":[85,149],"as":[86],"workflow":[87,143],"models.":[88],"Then,":[89],"such":[90],"models":[91,144],"exploited":[93],"by":[94],"WoGue":[95],"(“Workflow":[96],"Guesser”)":[97],"system":[98,215],"recognize":[100,173],"current":[102,219],"routine":[103,222],"or":[104],"activity":[105,220],"user.":[108],"The":[109],"approach":[110,166],"has":[111],"been":[112],"tested":[113],"in":[114,155],"real-world":[116],"setting,":[117],"office":[120,207],"environment,":[121],"equipped":[122],"with":[123],"sensor":[125,201],"network":[126],"based":[127],"on":[128],"Arduino.":[129],"We":[130],"collected":[131],"an":[132,180],"annotated":[133],"dataset":[134],"45":[136],"days,":[137],"learned":[139],"from":[140,204],"his":[152],"performed":[154],"office.":[157],"Results":[158],"some":[160],"experiments":[161],"show":[162],"that":[163],"our":[165],"quite":[168],"effective":[169],"Indeed,":[177],"achieves":[179],"average":[181],"accuracy":[182],"82%":[184,210],"98%":[188],"transitions":[190],"among":[191],"activities.":[192],"Also":[193],"real-time":[195],"recognition":[196],"performance":[197],"was":[198],"tested,":[199],"using":[200],"data":[202],"coming":[203],"environment.":[208],"cases":[213],"correctly":[216],"recognized":[217],"after":[223],"just":[224],"four":[225],"events.":[226]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-12-22T00:00:00"}