{"id":"https://openalex.org/W4318570109","doi":"https://doi.org/10.1080/10447318.2023.2171536","title":"Research on Recommendation System of Online Chinese Learning Resources Based on Multiple Collaborative Filtering Algorithms (RSOCLR)","display_name":"Research on Recommendation System of Online Chinese Learning Resources Based on Multiple Collaborative Filtering Algorithms (RSOCLR)","publication_year":2023,"publication_date":"2023-01-30","ids":{"openalex":"https://openalex.org/W4318570109","doi":"https://doi.org/10.1080/10447318.2023.2171536"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2023.2171536","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2171536","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5019931199","display_name":"Tianyu Wang","orcid":"https://orcid.org/0000-0002-1748-5222"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wang","raw_affiliation_strings":["College of International Chinese Language Education, Yunnan Normal University","College of International Chinese Language Education, Yunnan Normal University, Kunming, Yunnan, China"],"affiliations":[{"raw_affiliation_string":"College of International Chinese Language Education, Yunnan Normal University","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"College of International Chinese Language Education, Yunnan Normal University, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056683984","display_name":"Dong Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I114432228","display_name":"Siam University","ror":"https://ror.org/04j3saz95","country_code":"TH","type":"education","lineage":["https://openalex.org/I114432228"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Dong Ge","raw_affiliation_strings":["Global Innovation Academy, Siam University","Global Innovation Academy, Siam University, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"Global Innovation Academy, Siam University","institution_ids":["https://openalex.org/I114432228"]},{"raw_affiliation_string":"Global Innovation Academy, Siam University, Bangkok, Thailand","institution_ids":["https://openalex.org/I114432228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056683984"],"corresponding_institution_ids":["https://openalex.org/I114432228"],"apc_list":null,"apc_paid":null,"fwci":5.1238,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95443214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"41","issue":"3","first_page":"1771","last_page":"1781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9926999807357788,"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":0.9926999807357788,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9800999760627747,"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":0.9785000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7621437311172485},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7041172385215759},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6379280090332031},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.632646381855011},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44770270586013794},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4000791907310486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3861258029937744},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3345949649810791},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2960854768753052},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.21680384874343872},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2156865894794464},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.21462422609329224},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.15169280767440796},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08967426419258118}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621437311172485},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7041172385215759},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6379280090332031},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.632646381855011},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44770270586013794},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4000791907310486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3861258029937744},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3345949649810791},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2960854768753052},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.21680384874343872},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2156865894794464},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.21462422609329224},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.15169280767440796},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08967426419258118},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2023.2171536","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2171536","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W197897179","https://openalex.org/W604787673","https://openalex.org/W1490426898","https://openalex.org/W1705258959","https://openalex.org/W1927291718","https://openalex.org/W1996168284","https://openalex.org/W2014892441","https://openalex.org/W2030641151","https://openalex.org/W2030808931","https://openalex.org/W2044743392","https://openalex.org/W2045950778","https://openalex.org/W2072592616","https://openalex.org/W2079515325","https://openalex.org/W2087467293","https://openalex.org/W2100495367","https://openalex.org/W2112670403","https://openalex.org/W2112752961","https://openalex.org/W2119123255","https://openalex.org/W2125165545","https://openalex.org/W2127480961","https://openalex.org/W2128351576","https://openalex.org/W2134512579","https://openalex.org/W2366394235","https://openalex.org/W2419090670","https://openalex.org/W2523230691","https://openalex.org/W2558812781","https://openalex.org/W2596629674","https://openalex.org/W2745945089","https://openalex.org/W2965707067","https://openalex.org/W2990091831","https://openalex.org/W3023986004","https://openalex.org/W3144619878","https://openalex.org/W3176212242","https://openalex.org/W3190309615","https://openalex.org/W4213263800","https://openalex.org/W4238306122"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W2103058005"],"abstract_inverted_index":{"This":[0,51,151],"study":[1,5,52],"is":[2,12,32,87,137,200],"an":[3],"innovative":[4],"on":[6,14,77,109,131,205,220],"intelligent":[7],"online":[8,18,39,157,196],"language":[9,116,158],"teaching":[10,148],"that":[11,43,178],"based":[13,76,130,204,219],"the":[15,45,68,93,100,110,119,141,144,154,164,175],"development":[16],"of":[17,28,47,95,104,114,124,143,156,167,174],"Chinese":[19,40,96,125,168,190,197],"learning":[20,41,62,79,97,117,159,169,191,198,210,235,241],"resources":[21,42,63,69,98,199],"and":[22,37,49,55,73,80,99,118,163,209,232,240],"learner":[23],"needs.":[24],"The":[25,85,172],"recommendation":[26,105,128,145,202,217,226,228,250],"technology":[27],"collaborative":[29,133],"filtering":[30,134],"algorithm":[31],"used":[33],"to":[34,91,188,247],"find,":[35],"analyze":[36],"recommend":[38],"meet":[44],"needs":[46,208],"learners":[48,54],"teachers.":[50],"assists":[53],"teachers":[56],"in":[57,71,249],"quickly":[58],"searching":[59],"for":[60,194],"various":[61],"under":[64],"specified":[65],"conditions,":[66],"analyzing":[67],"obtained":[70],"detail,":[72],"providing":[74],"results":[75,173,203],"machine":[78],"big":[81],"data":[82],"sample":[83],"analysis.":[84],"research":[86],"structured":[88],"as":[89],"follows":[90],"highlight":[92],"characteristics":[94],"personalized":[101,111,207],"demand":[102,112],"orientation":[103,113],"results:":[106],"(1)":[107],"Based":[108],"learners\u2019":[115,206,234],"goal":[120,211],"oriented":[121,212],"theoretical":[122],"standards":[123],"teaching,":[126],"a":[127,224],"system":[129,146,193,218,229],"multiple":[132],"hybrid":[135,180,221],"algorithms":[136],"designed;":[138],"(2)":[139],"Evaluate":[140],"operation":[142,165],"using":[147],"practice;":[149],"(3)":[150],"article":[152],"investigates":[153],"influence":[155],"from":[160,243],"technical":[161],"factors":[162],"mechanism":[166],"resource":[170],"recommendation.":[171],"experiments":[176],"show":[177],"this":[179],"approach":[181],"has":[182,223],"some":[183],"advantages":[184],"when":[185],"it":[186],"comes":[187],"recommending":[189],"resources.HIGHLIGHTSA":[192],"recommendating":[195],"constructed.The":[201],"design":[213],"have":[214],"high":[215,225],"accuracy.The":[216],"mode":[222],"effect.The":[227],"can":[230],"find":[231],"predict":[233],"needs.Cultural":[236],"differences,":[237],"mental":[238],"states,":[239],"psychology":[242],"evaluators":[244],"may":[245],"lead":[246],"differences":[248],"results.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-06T06:45:51.903784","created_date":"2025-10-10T00:00:00"}