{"id":"https://openalex.org/W2588627057","doi":"https://doi.org/10.1109/jiot.2017.2668061","title":"Survey on Prediction Algorithms in Smart Homes","display_name":"Survey on Prediction Algorithms in Smart Homes","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2588627057","doi":"https://doi.org/10.1109/jiot.2017.2668061","mag":"2588627057"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2017.2668061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2017.2668061","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5100743605","display_name":"Shaoen Wu","orcid":"https://orcid.org/0000-0002-4768-6930"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Shaoen Wu","raw_affiliation_strings":["Department of Computer Science, Ball State University, Muncie, IN, USA","School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ball State University, Muncie, IN, USA","institution_ids":["https://openalex.org/I198089087"]},{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032569584","display_name":"Jacob Rendall","orcid":null},"institutions":[{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob B. Rendall","raw_affiliation_strings":["Department of Computer Science, Ball State University, Muncie, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ball State University, Muncie, IN, USA","institution_ids":["https://openalex.org/I198089087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038514520","display_name":"Matthew J. Smith","orcid":"https://orcid.org/0000-0002-0387-3777"},"institutions":[{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew J. Smith","raw_affiliation_strings":["Department of Computer Science, Ball State University, Muncie, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ball State University, Muncie, IN, USA","institution_ids":["https://openalex.org/I198089087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063483325","display_name":"Shangyu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shangyu Zhu","raw_affiliation_strings":["Department of Computer Science, Ball State University, Muncie, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ball State University, Muncie, IN, USA","institution_ids":["https://openalex.org/I198089087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101786021","display_name":"Junhong Xu","orcid":"https://orcid.org/0000-0001-7127-5093"},"institutions":[{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junhong Xu","raw_affiliation_strings":["Department of Computer Science, Ball State University, Muncie, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ball State University, Muncie, IN, USA","institution_ids":["https://openalex.org/I198089087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419573","display_name":"Honggang Wang","orcid":"https://orcid.org/0000-0001-9475-2630"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Honggang Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts Dartmouth, Dartmouth, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts Dartmouth, Dartmouth, MA, USA","institution_ids":["https://openalex.org/I100633361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007428030","display_name":"Qing Yang","orcid":"https://orcid.org/0000-0002-0683-5848"},"institutions":[{"id":"https://openalex.org/I23732399","display_name":"Montana State University","ror":"https://ror.org/02w0trx84","country_code":"US","type":"education","lineage":["https://openalex.org/I23732399","https://openalex.org/I4210126032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["Department of Computer Science, Montana State University, Bozeman, MT, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Montana State University, Bozeman, MT, USA","institution_ids":["https://openalex.org/I23732399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101930774","display_name":"Pinle Qin","orcid":"https://orcid.org/0000-0002-1188-2673"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinle Qin","raw_affiliation_strings":["School of Computer Science and Control Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Control Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100743605"],"corresponding_institution_ids":["https://openalex.org/I198089087","https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":5.5524,"has_fulltext":false,"cited_by_count":122,"citation_normalized_percentile":{"value":0.9749792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"4","issue":"3","first_page":"636","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.996399998664856,"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":0.996399998664856,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9909999966621399,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9746000170707703,"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/computer-science","display_name":"Computer science","score":0.7537742853164673},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40293872356414795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7537742853164673},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40293872356414795}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2017.2668061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2017.2668061","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8750195847","display_name":null,"funder_award_id":"1408165","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W31704908","https://openalex.org/W166763040","https://openalex.org/W1497385253","https://openalex.org/W1501073070","https://openalex.org/W1512748932","https://openalex.org/W1571713165","https://openalex.org/W1951746966","https://openalex.org/W1968818596","https://openalex.org/W1972024721","https://openalex.org/W1974331052","https://openalex.org/W1978860163","https://openalex.org/W1997229236","https://openalex.org/W2002966538","https://openalex.org/W2003105432","https://openalex.org/W2004865374","https://openalex.org/W2023021494","https://openalex.org/W2026895797","https://openalex.org/W2027453067","https://openalex.org/W2030422345","https://openalex.org/W2039928714","https://openalex.org/W2042230250","https://openalex.org/W2043417668","https://openalex.org/W2046862111","https://openalex.org/W2059102265","https://openalex.org/W2070707719","https://openalex.org/W2071225817","https://openalex.org/W2071562075","https://openalex.org/W2077456032","https://openalex.org/W2093135704","https://openalex.org/W2098972741","https://openalex.org/W2120846115","https://openalex.org/W2121269968","https://openalex.org/W2122962140","https://openalex.org/W2122962290","https://openalex.org/W2125838338","https://openalex.org/W2128026023","https://openalex.org/W2130296213","https://openalex.org/W2130842398","https://openalex.org/W2131990548","https://openalex.org/W2134859732","https://openalex.org/W2136431085","https://openalex.org/W2145855385","https://openalex.org/W2146372859","https://openalex.org/W2153151166","https://openalex.org/W2162016415","https://openalex.org/W2211457194","https://openalex.org/W2274865900","https://openalex.org/W2288560581","https://openalex.org/W2296193698","https://openalex.org/W2310724192","https://openalex.org/W2336484677","https://openalex.org/W2490265015","https://openalex.org/W2553727518","https://openalex.org/W2806112458","https://openalex.org/W2962915583","https://openalex.org/W3152221417","https://openalex.org/W6601298728","https://openalex.org/W6634222339","https://openalex.org/W6661426976","https://openalex.org/W6674597798","https://openalex.org/W6678168664","https://openalex.org/W6730237698","https://openalex.org/W6751660218","https://openalex.org/W6794132043"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"The":[0,36],"world":[1],"has":[2],"entered":[3],"into":[4],"a":[5,67,123],"\u201csmart\u201d":[6],"era.":[7],"One":[8],"area":[9],"becoming":[10],"smart":[11,88,106,110,124],"is":[12,113],"the":[13,34,85,119],"place":[14],"where":[15],"we":[16],"live-homes.":[17],"Smart":[18],"homes":[19],"are":[20,127],"expected":[21],"to":[22,28,44,58,63,73],"be":[23,42],"equipped":[24],"with":[25],"numerous":[26],"sensors":[27,40],"continually":[29],"monitor,":[30],"sense,":[31],"and":[32,97,103,137],"actuate":[33],"space.":[35],"data":[37],"from":[38],"these":[39,65,114,131],"can":[41],"used":[43],"provide":[45,64,118],"various":[46],"types":[47],"of":[48],"services":[49],"by":[50,122],"automating":[51],"common":[52],"tasks":[53],"while":[54],"causing":[55],"minimal":[56],"disruption":[57],"daily":[59],"life.":[60],"In":[61],"order":[62],"services,":[66],"system":[68],"must":[69],"have":[70,100],"sufficient":[71],"intelligence":[72,120],"predict":[74],"future":[75],"events":[76],"based":[77],"on":[78,134],"its":[79],"observations.":[80],"This":[81],"paper":[82],"first":[83],"examines":[84],"requirements":[86],"for":[87],"home":[89],"predictions.":[90],"It":[91,112],"then":[92],"comprehensively":[93],"reviews":[94],"prediction":[95,115,132],"algorithms":[96,116,133],"variations":[98],"that":[99,117],"been":[101],"proposed":[102],"investigated":[104],"in":[105],"environments,":[107],"such":[108],"as":[109],"homes.":[111],"required":[121],"home.":[125],"Comparisons":[126],"also":[128],"made":[129],"upon":[130],"their":[135],"features":[136],"models.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}