{"id":"https://openalex.org/W2058899487","doi":"https://doi.org/10.1145/2675063","title":"Incremental Learning of Daily Routines as Workflows in a Smart Home Environment","display_name":"Incremental Learning of Daily Routines as Workflows in a Smart Home Environment","publication_year":2015,"publication_date":"2015-01-28","ids":{"openalex":"https://openalex.org/W2058899487","doi":"https://doi.org/10.1145/2675063","mag":"2058899487"},"language":"en","primary_location":{"id":"doi:10.1145/2675063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2675063","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-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/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":"Berardina De Carolis","raw_affiliation_strings":["University of Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","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":"Stefano Ferilli","raw_affiliation_strings":["University of Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012722671","display_name":"Domenico Redavid","orcid":"https://orcid.org/0000-0003-2196-7598"},"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":"Domenico Redavid","raw_affiliation_strings":["University of Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065110383"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":2.7192,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90692133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"4","issue":"4","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9975000023841858,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7844814658164978},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7376536130905151},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6761506199836731},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.672291100025177},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6430530548095703},{"id":"https://openalex.org/keywords/ambient-intelligence","display_name":"Ambient intelligence","score":0.6004361510276794},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5461604595184326},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.5040711164474487},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.48933833837509155},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4758341312408447},{"id":"https://openalex.org/keywords/smart-environment","display_name":"Smart environment","score":0.44856026768684387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40653637051582336},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3670349717140198},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3345384895801544},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13210684061050415},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11390385031700134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7844814658164978},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7376536130905151},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6761506199836731},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.672291100025177},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6430530548095703},{"id":"https://openalex.org/C201638289","wikidata":"https://www.wikidata.org/wiki/Q457396","display_name":"Ambient intelligence","level":2,"score":0.6004361510276794},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5461604595184326},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.5040711164474487},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.48933833837509155},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4758341312408447},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.44856026768684387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40653637051582336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3670349717140198},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3345384895801544},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13210684061050415},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11390385031700134},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2675063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2675063","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/141501","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/141501","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/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W141134356","https://openalex.org/W166326858","https://openalex.org/W168360754","https://openalex.org/W189242244","https://openalex.org/W195918070","https://openalex.org/W216499477","https://openalex.org/W1480053192","https://openalex.org/W1481951316","https://openalex.org/W1488790962","https://openalex.org/W1508806467","https://openalex.org/W1522642647","https://openalex.org/W1535786409","https://openalex.org/W1563023987","https://openalex.org/W1578876701","https://openalex.org/W1582510866","https://openalex.org/W1594998250","https://openalex.org/W1597748886","https://openalex.org/W1599494361","https://openalex.org/W1602958886","https://openalex.org/W1660874201","https://openalex.org/W1677904636","https://openalex.org/W1688777878","https://openalex.org/W1822863177","https://openalex.org/W1897816092","https://openalex.org/W1969307352","https://openalex.org/W1986770407","https://openalex.org/W1989927196","https://openalex.org/W1997203390","https://openalex.org/W2000773008","https://openalex.org/W2004865374","https://openalex.org/W2020648835","https://openalex.org/W2023597264","https://openalex.org/W2026645894","https://openalex.org/W2041835607","https://openalex.org/W2052524936","https://openalex.org/W2062756186","https://openalex.org/W2097403258","https://openalex.org/W2098250644","https://openalex.org/W2100175929","https://openalex.org/W2103388129","https://openalex.org/W2107380184","https://openalex.org/W2116485812","https://openalex.org/W2121269968","https://openalex.org/W2127495420","https://openalex.org/W2129466958","https://openalex.org/W2144274447","https://openalex.org/W2145784365","https://openalex.org/W2151647377","https://openalex.org/W2154581711","https://openalex.org/W2156385131","https://openalex.org/W2167415306","https://openalex.org/W2167985173","https://openalex.org/W2295288655","https://openalex.org/W2408604788","https://openalex.org/W2585105539","https://openalex.org/W2588488961","https://openalex.org/W2615497679","https://openalex.org/W4255445101"],"related_works":["https://openalex.org/W2943489937","https://openalex.org/W1868819313","https://openalex.org/W3186624676","https://openalex.org/W2077573236","https://openalex.org/W2122053816","https://openalex.org/W1548713804","https://openalex.org/W2912188041","https://openalex.org/W2149218830","https://openalex.org/W4210622915","https://openalex.org/W3182711260"],"abstract_inverted_index":{"Smart":[0,253],"home":[1],"environments":[2,117],"should":[3],"proactively":[4],"support":[5],"users":[6],"in":[7,23,99,104,113,127,144,252],"their":[8,11,15],"activities,":[9],"anticipating":[10],"needs":[12],"according":[13],"to":[14,49,101,162],"preferences.":[16],"Understanding":[17],"what":[18],"the":[19,24,30,44,47,53,69,88,96,124,137,140,157,160,167,219],"user":[20,74],"is":[21,26,58,131,242],"doing":[22],"environment":[25,48],"important":[27,60],"for":[28,36,43,80,86,182,216,246],"adapting":[29],"environment's":[31],"behavior,":[32],"as":[33,35],"well":[34],"identifying":[37],"situations":[38],"that":[39,196,239],"could":[40],"be":[41,76,119,180],"problematic":[42],"user.":[45],"Enabling":[46],"exploit":[50],"models":[51,67,112,122,148,158],"of":[52,68,72,123,139,151,156,190],"user's":[54],"most":[55],"common":[56],"behaviors":[57],"an":[59],"step":[61],"toward":[62],"this":[63,240],"objective.":[64],"In":[65],"particular,":[66],"daily":[70,185,250],"routines":[71,186,251],"a":[73,92,188,201,210,228],"can":[75,179],"exploited":[77],"not":[78],"only":[79],"predicting":[81],"his/her":[82,105],"needs,":[83],"but":[84],"also":[85,171],"comparing":[87],"actual":[89,152],"situation":[90],"at":[91],"given":[93],"moment":[94],"with":[95],"expected":[97],"one,":[98],"order":[100],"detect":[102],"anomalies":[103],"behavior.":[106,153],"While":[107],"manually":[108],"setting":[109],"up":[110],"process":[111,177],"business":[114],"and":[115,159,213,232,244,248],"factory":[116],"may":[118],"cost-effective,":[120],"building":[121],"processes":[125],"involved":[126,168],"people's":[128],"everyday":[129],"life":[130],"infeasible.":[132],"This":[133,173],"fact":[134],"fully":[135],"justifies":[136],"interest":[138],"Ambient":[141],"Intelligence":[142],"community":[143],"automatically":[145],"learning":[146,183,204,247],"such":[147],"from":[149,187],"examples":[150],"Incremental":[154],"adaptation":[155],"ability":[161],"express/learn":[163],"complex":[164],"conditions":[165],"on":[166,200,227,233],"tasks":[169],"are":[170],"desirable.":[172],"article":[174],"describes":[175],"how":[176],"mining":[178],"used":[181],"users\u2019":[184],"dataset":[189,231],"annotated":[191],"sensor":[192],"data.":[193],"The":[194],"solution":[195],"we":[197],"propose":[198],"relies":[199],"First-Order":[202,207],"Logic":[203,208],"approach.":[205],"Indeed,":[206],"provides":[209],"single,":[211],"comprehensive":[212],"powerful":[214],"framework":[215],"supporting":[217],"all":[218],"previously":[220],"mentioned":[221],"features.":[222],"Our":[223],"experiments,":[224],"performed":[225],"both":[226],"proprietary":[229],"toy":[230],"publicly":[234],"available":[235],"real-world":[236],"ones,":[237],"indicate":[238],"approach":[241],"efficient":[243],"effective":[245],"modeling":[249],"Home":[254],"Environments.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
