{"id":"https://openalex.org/W3005487310","doi":"https://doi.org/10.1145/3360774.3360784","title":"Smart discovery of periodic-frequent human routines for home automation","display_name":"Smart discovery of periodic-frequent human routines for home automation","publication_year":2019,"publication_date":"2019-11-12","ids":{"openalex":"https://openalex.org/W3005487310","doi":"https://doi.org/10.1145/3360774.3360784","mag":"3005487310"},"language":"en","primary_location":{"id":"doi:10.1145/3360774.3360784","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3360774.3360784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","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/A5048186891","display_name":"Alejandro S\u00e1nchez Guinea","orcid":"https://orcid.org/0000-0002-1860-0595"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alejandro Sanchez Guinea","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047978708","display_name":"Andrey Boytsov","orcid":"https://orcid.org/0000-0003-1166-5908"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Andrey Boytsov","raw_affiliation_strings":["University of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109293769","display_name":"Ludovic Mouline","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Ludovic Mouline","raw_affiliation_strings":["University of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040574362","display_name":"Yves Le Traon","orcid":"https://orcid.org/0000-0002-1045-4861"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Yves Le Traon","raw_affiliation_strings":["University of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048186891"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17702044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"268","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/home-automation","display_name":"Home automation","score":0.7739107608795166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6943062543869019},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6495285034179688},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5637896060943604},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5057981014251709},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.41675862669944763},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33704668283462524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2734336256980896},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14482682943344116},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10963314771652222}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7739107608795166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6943062543869019},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6495285034179688},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5637896060943604},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5057981014251709},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.41675862669944763},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33704668283462524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2734336256980896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14482682943344116},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10963314771652222},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3360774.3360784","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3360774.3360784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:122562","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/122562/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4399999976158142,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W180183775","https://openalex.org/W1534445234","https://openalex.org/W1966590372","https://openalex.org/W1969307352","https://openalex.org/W1971843485","https://openalex.org/W1983522293","https://openalex.org/W1986136466","https://openalex.org/W1987522330","https://openalex.org/W1992916604","https://openalex.org/W2003106649","https://openalex.org/W2056825150","https://openalex.org/W2068862338","https://openalex.org/W2083911832","https://openalex.org/W2086239403","https://openalex.org/W2091066410","https://openalex.org/W2099336098","https://openalex.org/W2101785535","https://openalex.org/W2103388129","https://openalex.org/W2107529010","https://openalex.org/W2128332586","https://openalex.org/W2141332038","https://openalex.org/W2143137895","https://openalex.org/W2145855385","https://openalex.org/W2155777124","https://openalex.org/W2163292124","https://openalex.org/W2170136948","https://openalex.org/W2207880611","https://openalex.org/W2341696569","https://openalex.org/W2399248522","https://openalex.org/W2475554194","https://openalex.org/W2541965240","https://openalex.org/W2548379420","https://openalex.org/W2558459800","https://openalex.org/W2571311980","https://openalex.org/W2588275674"],"related_works":["https://openalex.org/W2676384245","https://openalex.org/W4214967636","https://openalex.org/W2146476228","https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W2344245556","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5,53,65],"approach":[6,31,51,73],"to":[7,34,37],"discover":[8],"periodic-frequent":[9],"multi-step":[10],"human":[11],"routines":[12],"in":[13,54],"event":[14],"data":[15],"from":[16],"smart":[17],"devices":[18],"and":[19,64],"sensors":[20],"deployed":[21],"at":[22],"home":[23,46],"1.":[24],"Based":[25],"on":[26,61],"the":[27,39,45,55,89],"discovered":[28],"routines,":[29],"our":[30,50,72],"is":[32],"able":[33],"suggest":[35],"rules":[36],"automate":[38],"control":[40],"of":[41,44,83,88],"different":[42],"aspects":[43],"environment.":[47],"We":[48],"evaluate":[49],"through":[52],"lab":[56],"study,":[57],"a":[58,75,80],"study":[59],"based":[60],"synthetic":[62],"data,":[63],"in-the-wild":[66],"study.":[67],"Our":[68],"results":[69],"show":[70],"that":[71],"exhibits":[74],"high":[76],"recall-precision":[77],"performance,":[78],"with":[79],"recovery":[81],"rate":[82],"around":[84],"90%":[85],"for":[86],"most":[87],"cases":[90],"under":[91],"investigation.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
