{"id":"https://openalex.org/W2999087047","doi":"https://doi.org/10.1109/soli48380.2019.8955052","title":"Review on Development of Smart Education","display_name":"Review on Development of Smart Education","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2999087047","doi":"https://doi.org/10.1109/soli48380.2019.8955052","mag":"2999087047"},"language":"en","primary_location":{"id":"doi:10.1109/soli48380.2019.8955052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli48380.2019.8955052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","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/A5052676044","display_name":"Wanruo Shi","orcid":"https://orcid.org/0000-0002-5544-8705"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wanruo Shi","raw_affiliation_strings":["Faculty of Education, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051541488","display_name":"Xiwei Liu","orcid":"https://orcid.org/0000-0003-3165-443X"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiwei Liu","raw_affiliation_strings":["Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769324","display_name":"Xiaoyan Gong","orcid":"https://orcid.org/0000-0002-8679-1573"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Gong","raw_affiliation_strings":["Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033028479","display_name":"Xiaojie Niu","orcid":"https://orcid.org/0000-0002-1085-489X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojie Niu","raw_affiliation_strings":["Faculty of Education, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101840788","display_name":"Xinzhu Wang","orcid":"https://orcid.org/0000-0001-6642-7646"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzhu Wang","raw_affiliation_strings":["Faculty of Education, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082604800","display_name":"Sifeng Jing","orcid":"https://orcid.org/0000-0003-4625-720X"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sifeng Jing","raw_affiliation_strings":["Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Institute of Smart Education, Qingdao Academy of Intelligent Industries, Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110482386","display_name":"Hao L\u00fc","orcid":"https://orcid.org/0000-0002-8065-8499"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Lu","raw_affiliation_strings":["The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641132","display_name":"Nan Zhang","orcid":"https://orcid.org/0000-0001-9620-5665"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nan Zhang","raw_affiliation_strings":["Chinese Association of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Association of Automation, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028701003","display_name":"Jie Luo","orcid":"https://orcid.org/0000-0002-4157-9931"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Luo","raw_affiliation_strings":["The State Key Laboratory of Software Development Environment, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5052676044"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":null,"apc_paid":null,"fwci":4.3728,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94533778,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2019","issue":null,"first_page":"157","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13482","display_name":"Engineering Education and Technology","score":0.9557999968528748,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14274","display_name":"Education and Vocational Training","score":0.9276999831199646,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/informatization","display_name":"Informatization","score":0.8110320568084717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361267328262329},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4284709095954895},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3564276397228241},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2814783453941345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17885556817054749}],"concepts":[{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.8110320568084717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361267328262329},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4284709095954895},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3564276397228241},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2814783453941345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17885556817054749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/soli48380.2019.8955052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli48380.2019.8955052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","raw_type":"proceedings-article"},{"id":"mag:3042544840","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002217233907020","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W285336924","https://openalex.org/W330290126","https://openalex.org/W1506961742","https://openalex.org/W1607983455","https://openalex.org/W2152521267","https://openalex.org/W2342517598","https://openalex.org/W2344890336","https://openalex.org/W2361030090","https://openalex.org/W2361439446","https://openalex.org/W2365688362","https://openalex.org/W2393463175","https://openalex.org/W2399869838","https://openalex.org/W2753537597","https://openalex.org/W2801278527","https://openalex.org/W2804978390","https://openalex.org/W2897240503","https://openalex.org/W2914790960","https://openalex.org/W2932967101","https://openalex.org/W3002881589","https://openalex.org/W3004397868","https://openalex.org/W3080107865","https://openalex.org/W6611150443","https://openalex.org/W6636382998","https://openalex.org/W6707137323","https://openalex.org/W6773926483","https://openalex.org/W6782567606"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2366834094","https://openalex.org/W2384289521","https://openalex.org/W2978225435","https://openalex.org/W2589605869","https://openalex.org/W2392708612","https://openalex.org/W2013187403","https://openalex.org/W2367241163","https://openalex.org/W2027982774","https://openalex.org/W2370327742"],"abstract_inverted_index":{"Smart":[0],"education":[1,9,17,76,91],"is":[2],"leading":[3],"the":[4,20,70,87],"development":[5,18,84],"direction":[6],"of":[7,16,22,32,69,74,89],"Chinese":[8],"informatization":[10],"and":[11,53,60,72,81],"becoming":[12],"a":[13,66],"main":[14,30],"theme":[15],"in":[19,44],"era":[21],"which":[23],"technology":[24],"changes":[25],"education.":[26,55],"There":[27],"are":[28],"seven":[29,79],"branches":[31],"smart":[33,40,75,90],"education,":[34],"namely":[35],"Intelligent":[36],"Tutoring":[37],"System":[38],"(ITS),":[39],"campus,":[41],"Big":[42],"Data":[43],"Education":[45],"(BDE),":[46],"knowledge":[47],"graph,":[48],"educational":[49],"robots,":[50],"virtual":[51],"teachers,":[52],"personalized":[54],"Based":[56],"on":[57,86],"literature":[58],"survey":[59],"market":[61],"research,":[62],"this":[63],"paper":[64],"gives":[65],"comprehensive":[67],"overview":[68],"research":[71],"application":[73],"from":[77],"above":[78],"aspects":[80],"proposes":[82],"its":[83],"based":[85],"status":[88],"development.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
