{"id":"https://openalex.org/W2158231172","doi":"https://doi.org/10.1109/fskd.2011.6019758","title":"User behavior prediction for energy management in smart homes","display_name":"User behavior prediction for energy management in smart homes","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2158231172","doi":"https://doi.org/10.1109/fskd.2011.6019758","mag":"2158231172"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2011.6019758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5062261948","display_name":"Kaibin Bao","orcid":"https://orcid.org/0000-0002-8231-4331"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kaibin Bao","raw_affiliation_strings":["Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041644109","display_name":"Florian Allerding","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Allerding","raw_affiliation_strings":["Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082605480","display_name":"Hartmut Schmeck","orcid":"https://orcid.org/0000-0002-4295-7631"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hartmut Schmeck","raw_affiliation_strings":["Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062261948"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":2.3846,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.8980144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1335","last_page":"1339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.991599977016449,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.8771559000015259},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.7252525687217712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914201974868774},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6098271608352661},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.6032986044883728},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5975790023803711},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.520553708076477},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.49290990829467773},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4814454913139343},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.43022167682647705},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4200349450111389},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39191222190856934},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37080127000808716},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3627619743347168},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.313205361366272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2284022867679596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21005091071128845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20686247944831848},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.19514715671539307},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16762837767601013}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8771559000015259},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7252525687217712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914201974868774},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6098271608352661},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.6032986044883728},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5975790023803711},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.520553708076477},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.49290990829467773},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4814454913139343},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.43022167682647705},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4200349450111389},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39191222190856934},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37080127000808716},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3627619743347168},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.313205361366272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2284022867679596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21005091071128845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20686247944831848},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.19514715671539307},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16762837767601013},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2011.6019758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W1528079540","https://openalex.org/W1570448133","https://openalex.org/W1812194649","https://openalex.org/W1991133427","https://openalex.org/W1997203390","https://openalex.org/W2034312249","https://openalex.org/W2149706766","https://openalex.org/W2415213562","https://openalex.org/W2727915839","https://openalex.org/W4236137412"],"related_works":["https://openalex.org/W2035833777","https://openalex.org/W2749199243","https://openalex.org/W2392147676","https://openalex.org/W2522559011","https://openalex.org/W1589973774","https://openalex.org/W2032085210","https://openalex.org/W2556396996","https://openalex.org/W3112567715","https://openalex.org/W2548554710","https://openalex.org/W2321029523"],"abstract_inverted_index":{"In":[0],"this":[1,49],"paper,":[2],"we":[3],"focus":[4],"on":[5,93],"the":[6,26,35,61,65,75,79,108],"prediction":[7,71],"of":[8,16,37,64,78,107],"user":[9],"interactions":[10],"within":[11],"a":[12,20,89,94],"real":[13,104],"world":[14,105],"scenario":[15],"energy":[17,39],"management":[18],"for":[19],"smart":[21,66,80,110],"home.":[22,67],"External":[23],"signals,":[24],"reflecting":[25],"low":[27],"voltage":[28],"grid's":[29],"state,":[30],"are":[31,82,112],"used":[32],"to":[33,46,55,73],"address":[34],"challenge":[36,50],"balancing":[38],"demand":[40],"and":[41,88],"generation.":[42],"An":[43],"autonomous":[44],"system":[45],"aim":[47],"at":[48],"is":[51],"proposed,":[52],"in":[53],"particular":[54],"coordinate":[56],"decentralized":[57],"power":[58],"plants":[59],"with":[60,103],"electrical":[62],"load":[63],"For":[68],"that":[69],"two":[70],"algorithms":[72],"estimate":[74],"future":[76],"behavior":[77],"home":[81,111],"presented:":[83],"The":[84],"Day":[85],"Type":[86],"Model":[87],"probabilistic":[90],"approach":[91],"based":[92],"first":[95],"order":[96],"Semi":[97],"Markov":[98],"Model.":[99],"Some":[100],"experimental":[101],"results":[102],"data":[106],"KIT":[109],"presented.":[113]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}