{"id":"https://openalex.org/W2900391071","doi":"https://doi.org/10.1109/access.2018.2879904","title":"An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home","display_name":"An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2900391071","doi":"https://doi.org/10.1109/access.2018.2879904","mag":"2900391071"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2879904","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2879904","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2879904","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101930902","display_name":"Yang Wei","orcid":"https://orcid.org/0000-0002-9897-8861"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9897-8861","affiliations":[{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027047483","display_name":"Xiaojun Jing","orcid":"https://orcid.org/0000-0003-2560-4364"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Jing","raw_affiliation_strings":["Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087063620","display_name":"Hai Huang","orcid":"https://orcid.org/0000-0002-3637-1378"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Huang","raw_affiliation_strings":["Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Beijing University of Posts and Telecommunications, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2081,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.56402366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"68535","last_page":"68544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9959999918937683,"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":0.9959999918937683,"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":0.9904000163078308,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9706000089645386,"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":0.7662755250930786},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6946460604667664},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6127340793609619},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5482093691825867},{"id":"https://openalex.org/keywords/smart-environment","display_name":"Smart environment","score":0.4754968583583832},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4593660235404968},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.445990651845932},{"id":"https://openalex.org/keywords/ambient-intelligence","display_name":"Ambient intelligence","score":0.44420215487480164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36774003505706787},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35726550221443176},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3299919664859772},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.18468165397644043},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08725789189338684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7662755250930786},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6946460604667664},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6127340793609619},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5482093691825867},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.4754968583583832},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4593660235404968},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.445990651845932},{"id":"https://openalex.org/C201638289","wikidata":"https://www.wikidata.org/wiki/Q457396","display_name":"Ambient intelligence","level":2,"score":0.44420215487480164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36774003505706787},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35726550221443176},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3299919664859772},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.18468165397644043},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08725789189338684},{"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2879904","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2879904","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b6db8ae270654d97921dfe39a9eaf987","is_oa":true,"landing_page_url":"https://doaj.org/article/b6db8ae270654d97921dfe39a9eaf987","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 68535-68544 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2879904","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2879904","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G5144633207","display_name":"\u8d44\u6e90\u53d7\u9650\u4e0b\u7684\u65e0\u7ebf\u591a\u5a92\u4f53\u4f20\u8f93\u6280\u672f\u7814\u7a76","funder_award_id":"61471066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7311929828","display_name":null,"funder_award_id":"20173109","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1617290994","https://openalex.org/W1936527623","https://openalex.org/W1973444507","https://openalex.org/W1974331052","https://openalex.org/W2003105432","https://openalex.org/W2023021494","https://openalex.org/W2037999879","https://openalex.org/W2053306121","https://openalex.org/W2070707719","https://openalex.org/W2076766268","https://openalex.org/W2091443436","https://openalex.org/W2093135704","https://openalex.org/W2107601576","https://openalex.org/W2121919248","https://openalex.org/W2122962290","https://openalex.org/W2125838338","https://openalex.org/W2139106762","https://openalex.org/W2153151166","https://openalex.org/W2409233683","https://openalex.org/W2532179084","https://openalex.org/W2568808500","https://openalex.org/W2570569129","https://openalex.org/W2588627057","https://openalex.org/W2592355622","https://openalex.org/W2606494656","https://openalex.org/W2606860844","https://openalex.org/W2735520148","https://openalex.org/W2759033737","https://openalex.org/W2765602176","https://openalex.org/W2766781361","https://openalex.org/W2798909945","https://openalex.org/W6736269268"],"related_works":["https://openalex.org/W2170176125","https://openalex.org/W2983144534","https://openalex.org/W2377019487","https://openalex.org/W2596912775","https://openalex.org/W2736468742","https://openalex.org/W1680737469","https://openalex.org/W3202982388","https://openalex.org/W3186624676","https://openalex.org/W2326224023","https://openalex.org/W4306734797"],"abstract_inverted_index":{"With":[0],"the":[1,57,73,90],"rapid":[2],"development":[3],"of":[4,8,59,72],"technologies":[5],"and":[6,20,48,62,66,86],"improvement":[7],"living":[9,34],"conditions,":[10],"people":[11,33],"are":[12,68],"increasingly":[13,28],"concerned":[14],"about":[15],"their":[16],"life":[17],"safety,":[18],"convenience,":[19],"comfortableness.":[21],"Household":[22],"intelligence":[23],"starts":[24],"to":[25,88],"play":[26],"an":[27,50,78],"important":[29],"role":[30],"in":[31,42],"improving":[32],"environment.":[35],"This":[36],"paper":[37],"focuses":[38],"on":[39,56],"service":[40],"prediction":[41,61],"smart":[43,80],"home":[44,81],"automatic":[45],"control":[46],"systems,":[47],"proposes":[49],"intelligent":[51],"human":[52,92],"behavior-based":[53,93],"reasoning":[54,94],"model":[55],"basis":[58],"linear":[60],"case-based":[63],"reasoning.":[64],"Hardware":[65],"software":[67],"designed":[69],"after":[70],"analysis":[71],"embedded":[74,79],"architecture.":[75],"In":[76],"addition,":[77],"platform":[82],"is":[83],"built":[84],"up":[85],"implemented":[87],"validate":[89],"proposed":[91],"algorithm.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}