{"id":"https://openalex.org/W3005977971","doi":"https://doi.org/10.1109/uemcon47517.2019.8993060","title":"Activity Learning for Intelligent Buildings","display_name":"Activity Learning for Intelligent Buildings","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3005977971","doi":"https://doi.org/10.1109/uemcon47517.2019.8993060","mag":"3005977971"},"language":"en","primary_location":{"id":"doi:10.1109/uemcon47517.2019.8993060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon47517.2019.8993060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 10th Annual Ubiquitous Computing, Electronics &amp; Mobile Communication Conference (UEMCON)","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/A5072636404","display_name":"Ilche Georgievski","orcid":"https://orcid.org/0000-0001-6745-0063"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ilche Georgievski","raw_affiliation_strings":["Service Computing Department, IAAS University of Stuttgart, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service Computing Department, IAAS University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048725802","display_name":"Prashant Gupta","orcid":"https://orcid.org/0000-0003-4220-1954"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Prashant Gupta","raw_affiliation_strings":["M.Sc. in IT University of Stuttgart, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M.Sc. in IT University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077212321","display_name":"Marco Aiello","orcid":"https://orcid.org/0000-0002-0764-2124"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Aiello","raw_affiliation_strings":["Service Computing Department, IAAS University of Stuttgart, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service Computing Department, IAAS University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.3047,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62899162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"0916","last_page":"0923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9699000120162964,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6458302736282349},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5680849552154541},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.500704288482666},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.49547064304351807},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.4706529676914215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2771090865135193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6458302736282349},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5680849552154541},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.500704288482666},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.49547064304351807},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.4706529676914215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2771090865135193},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uemcon47517.2019.8993060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon47517.2019.8993060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 10th Annual Ubiquitous Computing, Electronics &amp; Mobile Communication Conference (UEMCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4699999988079071,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W68199553","https://openalex.org/W390638459","https://openalex.org/W2029527474","https://openalex.org/W2054780155","https://openalex.org/W2061860832","https://openalex.org/W2067740414","https://openalex.org/W2101234009","https://openalex.org/W2116092561","https://openalex.org/W2116817369","https://openalex.org/W2119013726","https://openalex.org/W2128728535","https://openalex.org/W2154884892","https://openalex.org/W2213201020","https://openalex.org/W2525214876","https://openalex.org/W2560701419","https://openalex.org/W2581042172","https://openalex.org/W2589510210","https://openalex.org/W2623293810","https://openalex.org/W2736191430","https://openalex.org/W2755946900","https://openalex.org/W2776698093","https://openalex.org/W2810685774","https://openalex.org/W4290379497","https://openalex.org/W6675354045","https://openalex.org/W6678118966"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2029686684"],"abstract_inverted_index":{"To":[0],"be":[1],"considered":[2],"intelligent,":[3],"buildings":[4,14,32],"need":[5],"to":[6,30],"operate":[7],"automatically":[8],"in":[9,59,99],"a":[10,18,50,86,97,100],"user-centric":[11],"fashion.":[12],"Intelligent":[13],"enable":[15],"and":[16,21,40,69,89,95,117],"ensure":[17],"healthy,":[19],"comfortable":[20],"productive":[22],"working":[23],"environment":[24,88],"for":[25,85],"their":[26,75],"occupants.":[27],"The":[28,78],"transition":[29,51],"intelligent":[31],"requires":[33],"systems":[34],"that":[35,56,105],"can":[36,107],"recognise":[37],"the":[38,42,45,54,67,72],"needs":[39],"anticipate":[41],"behaviour":[43],"of":[44,74],"users.":[46],"We":[47,93],"foster":[48],"such":[49],"by":[52,64],"learning":[53],"activities":[55,68,111],"occupants":[57],"perform":[58],"buildings.":[60],"This":[61],"is":[62],"done":[63],"first":[65],"recognising":[66],"then":[70],"predicting":[71],"time":[73],"next":[76],"occurrences.":[77],"idea":[79],"rests":[80],"upon":[81],"an":[82],"existing":[83],"formalism":[84],"building":[87],"applies":[90],"machine":[91],"learning.":[92],"implement":[94],"deploy":[96],"system":[98],"living":[101],"lab":[102],"environment,":[103],"showing":[104],"it":[106],"learn":[108],"diverse":[109],"occupant":[110],"with":[112],"high":[113],"accuracy,":[114],"provided":[115],"simple":[116],"unobtrusive":[118],"sensors.":[119]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
