{"id":"https://openalex.org/W4392399989","doi":"https://doi.org/10.1515/jisys-2023-0229","title":"Construction of GCNN-based intelligent recommendation model for answering teachers in online learning system","display_name":"Construction of GCNN-based intelligent recommendation model for answering teachers in online learning system","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392399989","doi":"https://doi.org/10.1515/jisys-2023-0229"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2023-0229","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0229","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2023-0229/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2023-0229/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008958854","display_name":"Wenyi Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163048","display_name":"Jiangxi College of Applied Technology","ror":"https://ror.org/05d5kcc69","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyi Lu","raw_affiliation_strings":["School of Information Engineering, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China","institution_ids":["https://openalex.org/I4210163048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114705922","display_name":"Ting Han Wei","orcid":"https://orcid.org/0009-0004-6060-1905"},"institutions":[{"id":"https://openalex.org/I4210163048","display_name":"Jiangxi College of Applied Technology","ror":"https://ror.org/05d5kcc69","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Wei","raw_affiliation_strings":["Department of Student Affairs, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Student Affairs, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China","institution_ids":["https://openalex.org/I4210163048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101231391","display_name":"Zijun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163048","display_name":"Jiangxi College of Applied Technology","ror":"https://ror.org/05d5kcc69","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163048"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Guo","raw_affiliation_strings":["School of Information Engineering, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangxi Vocational and Technical College of Communications , Nanchang , 330013 , China","institution_ids":["https://openalex.org/I4210163048"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074754203","display_name":"Jianhong Ren","orcid":"https://orcid.org/0009-0003-0902-6936"},"institutions":[{"id":"https://openalex.org/I4210140166","display_name":"Education Department of Jiangxi Province","ror":"https://ror.org/04d8xwh61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210140166"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhong Ren","raw_affiliation_strings":["Educational Media Construction Division, Jiangxi Education Evaluation and Assessment Institute , Nanchang , 330038 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Educational Media Construction Division, Jiangxi Education Evaluation and Assessment Institute , Nanchang , 330038 , China","institution_ids":["https://openalex.org/I4210140166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074754203"],"corresponding_institution_ids":["https://openalex.org/I4210140166"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":1.114,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82695228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"33","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9815999865531921,"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":0.9815999865531921,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9545999765396118,"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"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9498999714851379,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7857680320739746},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.6472731828689575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5392680168151855},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5349985361099243},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4855439364910126},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.47866567969322205},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32579994201660156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2791469097137451},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.0751974880695343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7857680320739746},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6472731828689575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5392680168151855},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5349985361099243},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4855439364910126},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.47866567969322205},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32579994201660156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2791469097137451},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0751974880695343}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2023-0229","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0229","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2023-0229/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d6e8a012f4b45e3aac8eb0f8d7b2ccf","is_oa":true,"landing_page_url":"https://doaj.org/article/3d6e8a012f4b45e3aac8eb0f8d7b2ccf","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":"Journal of Intelligent Systems, Vol 33, Iss 1, Pp 1367-85 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2023-0229","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0229","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2023-0229/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392399989.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2884935215","https://openalex.org/W2943501111","https://openalex.org/W2948300920","https://openalex.org/W2980951591","https://openalex.org/W2981975915","https://openalex.org/W2986485696","https://openalex.org/W3006854884","https://openalex.org/W3013732669","https://openalex.org/W3024007459","https://openalex.org/W3025400947","https://openalex.org/W3036367345","https://openalex.org/W3039728313","https://openalex.org/W3055421527","https://openalex.org/W3086260293","https://openalex.org/W3092910147","https://openalex.org/W3097507552","https://openalex.org/W3101131029","https://openalex.org/W3106443222","https://openalex.org/W3116116041","https://openalex.org/W3117894835","https://openalex.org/W3129531711","https://openalex.org/W3139241003","https://openalex.org/W3167906412","https://openalex.org/W3184299121","https://openalex.org/W3210458411","https://openalex.org/W4223925960","https://openalex.org/W4307899054","https://openalex.org/W4311081121","https://openalex.org/W4319303108"],"related_works":["https://openalex.org/W2384605597","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2387743295","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"response":[2],"to":[3,59,72,94,124,214],"the":[4,7,13,18,61,69,96,99,105,118,137,144,150,163,173,181,190,196,202,215],"limitations":[5],"of":[6,17,107,109,140,154,192,204,217],"existing":[8],"online":[9,41,197],"learning":[10,42,198,210],"system":[11],"regarding":[12],"efficiency":[14,203],"and":[15,84,121,149,176,186,212],"accuracy":[16,138],"question-and-answer":[19],"(Q&amp;A)":[20],"teacher":[21,29,44],"recommendation":[22,30,45,65,101,128,151,191],"method,":[23],"this":[24],"research":[25],"develops":[26],"a":[27,33,39,79],"Q&amp;A":[28,43,52],"model":[31,46,120,123,129,142,156,175,178],"utilizing":[32],"Graph":[34],"Convolutional":[35],"Neural":[36],"Network.":[37],"First,":[38],"time-sensitive":[40],"(A":[47],"Time":[48],"Sensitive":[49],"Online":[50],"Learning":[51],"Teacher":[53],"Recommendation":[54],"Model;":[55],"TSRM)":[56],"is":[57,92,135,147],"proposed":[58,93],"address":[60,95],"shortcomings":[62],"that":[63,98,136,172],"current":[64,100],"methods":[66,102],"ignore,":[67,103],"i.e.,":[68,104],"teacher\u2019s":[70],"ability":[71],"answer":[73],"questions":[74,108],"with":[75],"time":[76],"changes.":[77],"Then,":[78],"TSRM":[80,119,141,177],"based":[81],"on":[82,143],"Short":[83],"Long":[85],"Term":[86],"Interest":[87],"for":[88,130],"Answering":[89],"Questions":[90],"(LSTR)":[91],"problem":[97],"types":[106],"student":[110],"users\u2019":[111],"concerns":[112],"can":[113,170,187],"change.":[114],"Finally,":[115],"we":[116],"combine":[117],"LSTR":[122,155,174],"build":[125],"an":[126],"intelligent":[127],"answering":[131,193],"teachers.":[132],"The":[133,167],"conclusion":[134],"rate":[139,153],"test":[145],"set":[146],"99.5%,":[148],"success":[152],"reaches":[157],"98.4%,":[158],"which":[159],"are":[160],"better":[161],"than":[162],"other":[164],"two":[165],"models.":[166],"above":[168],"results":[169],"show":[171],"constructed":[179],"by":[180],"study":[182],"have":[183],"high":[184],"performance":[185],"effectively":[188],"perform":[189],"teachers":[194],"in":[195],"system,":[199],"thus":[200],"improving":[201,208],"solving":[205],"students\u2019":[206,209],"problem,":[207],"effect,":[211],"contributing":[213],"development":[216],"university":[218],"education":[219],"informatization.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2024-03-05T00:00:00"}
