{"id":"https://openalex.org/W2890537965","doi":"https://doi.org/10.1109/cscwd.2018.8465266","title":"Course Recommendation Model in Academic Social Networks Based on Association Rules and Multi -similarity","display_name":"Course Recommendation Model in Academic Social Networks Based on Association Rules and Multi -similarity","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2890537965","doi":"https://doi.org/10.1109/cscwd.2018.8465266","mag":"2890537965"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2018.8465266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","raw_type":"proceedings-article"},"type":"conference-paper","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/A5108295251","display_name":"Xiaoxian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxian Huang","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120811349","display_name":"Yong Tang","orcid":"https://orcid.org/0000-0002-9812-0742"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Tang","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004232074","display_name":"Rong Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Qu","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646078","display_name":"Chunying Li","orcid":"https://orcid.org/0000-0002-4303-0010"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunying Li","raw_affiliation_strings":["School of Computer Science Guangdong Polytechnic, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Guangdong Polytechnic, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000481441","display_name":"Chengzhe Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhe Yuan","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031512013","display_name":"Saimei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Saimei Sun","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054327037","display_name":"Bixia Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bixia Xu","raw_affiliation_strings":["School of Computer Science South China, Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science South China, Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"277","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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/T11122","display_name":"Online Learning and Analytics","score":0.9966999888420105,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9254000186920166,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/combing","display_name":"Combing","score":0.8066446185112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8000705242156982},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7805569767951965},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6462600827217102},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.640790581703186},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.5122217535972595},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.506199300289154},{"id":"https://openalex.org/keywords/online-course","display_name":"Online course","score":0.4294838309288025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34730446338653564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34692561626434326},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.16180700063705444},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07459756731987}],"concepts":[{"id":"https://openalex.org/C2778952367","wikidata":"https://www.wikidata.org/wiki/Q3491532","display_name":"Combing","level":2,"score":0.8066446185112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000705242156982},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7805569767951965},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6462600827217102},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.640790581703186},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.5122217535972595},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.506199300289154},{"id":"https://openalex.org/C2986081426","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online course","level":2,"score":0.4294838309288025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34730446338653564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34692561626434326},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.16180700063705444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07459756731987},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2018.8465266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2004805835","https://openalex.org/W2043917167","https://openalex.org/W2096586663","https://openalex.org/W2111655572","https://openalex.org/W2128351576","https://openalex.org/W2350931391","https://openalex.org/W2363638276","https://openalex.org/W2594625992","https://openalex.org/W2762015463","https://openalex.org/W6676350064","https://openalex.org/W6707431550","https://openalex.org/W6734628305","https://openalex.org/W6744887765"],"related_works":["https://openalex.org/W2382950503","https://openalex.org/W2374316087","https://openalex.org/W2351264995","https://openalex.org/W2359486762","https://openalex.org/W2374605473","https://openalex.org/W2366644843","https://openalex.org/W2010977033","https://openalex.org/W2206164647","https://openalex.org/W2887741674","https://openalex.org/W38161807"],"abstract_inverted_index":{"Compared":[0],"with":[1,42],"traditional":[2],"course":[3,8,17,30],"websites,":[4],"the":[5,80],"open":[6],"online":[7],"platforms":[9],"have":[10],"a":[11,29,38],"larger":[12],"number":[13],"of":[14,51,85],"courses,":[15],"and":[16,46,64,89],"recommendation":[18,31],"is":[19,71,83],"becoming":[20],"increasingly":[21],"important.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"shall":[27],"propose":[28],"model":[32,70,82],"based":[33],"on":[34],"academic":[35],"social":[36],"networks,":[37],"hybrid":[39],"method":[40],"combing":[41],"association":[43],"rules":[44],"algorithm":[45,50],"an":[47],"improved":[48],"multi-similarity":[49],"multi-source":[52],"information,":[53],"which":[54],"can":[55],"recommend":[56],"courses":[57,63],"according":[58],"to":[59,73],"potential":[60],"relationships":[61],"between":[62],"users":[65],"implicit":[66],"interests.":[67],"The":[68],"proposed":[69],"applied":[72],"SCHOLAT.":[74],"Judging":[75],"from":[76],"our":[77],"experimental":[78],"results,":[79],"new":[81],"capable":[84],"reducing":[86],"cold-start":[87],"problem":[88],"providing":[90],"better":[91],"accuracy.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
