{"id":"https://openalex.org/W2886035256","doi":"https://doi.org/10.1145/3210713.3210731","title":"Intelligent knowledge recommendation algorithm research and practice","display_name":"Intelligent knowledge recommendation algorithm research and practice","publication_year":2018,"publication_date":"2018-05-18","ids":{"openalex":"https://openalex.org/W2886035256","doi":"https://doi.org/10.1145/3210713.3210731","mag":"2886035256"},"language":"en","primary_location":{"id":"doi:10.1145/3210713.3210731","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3210713.3210731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ACM Turing Celebration Conference - China","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/A5110648199","display_name":"Laiquan Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152629","display_name":"Eastern University","ror":"https://ror.org/05e2ncr14","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210152629"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Laiquan Han","raw_affiliation_strings":["Northeastern University at Qinhuangdao, Qinhuangdao"],"affiliations":[{"raw_affiliation_string":"Northeastern University at Qinhuangdao, Qinhuangdao","institution_ids":["https://openalex.org/I4210152629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017558087","display_name":"Zhaohai Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152629","display_name":"Eastern University","ror":"https://ror.org/05e2ncr14","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210152629"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zhaohai Zhang","raw_affiliation_strings":["Northeastern University at Qinhuangdao, Qinhuangdao"],"affiliations":[{"raw_affiliation_string":"Northeastern University at Qinhuangdao, Qinhuangdao","institution_ids":["https://openalex.org/I4210152629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053612293","display_name":"Kaichun Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I129335695","display_name":"Shanghai Academy of Social Sciences","ror":"https://ror.org/04xa4q582","country_code":"CN","type":"facility","lineage":["https://openalex.org/I129335695"]},{"id":"https://openalex.org/I4210100529","display_name":"Czech Academy of Sciences, Institute of Sociology","ror":"https://ror.org/018hy5194","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210100529"]}],"countries":["CN","CZ"],"is_corresponding":false,"raw_author_name":"Kaichun Lei","raw_affiliation_strings":["Shanghai Academy of Social Sciences Institute of Sociology, Shanghai"],"affiliations":[{"raw_affiliation_string":"Shanghai Academy of Social Sciences Institute of Sociology, Shanghai","institution_ids":["https://openalex.org/I129335695","https://openalex.org/I4210100529"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110648199"],"corresponding_institution_ids":["https://openalex.org/I4210152629"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08256955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.991100013256073,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.991100013256073,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9861000180244446,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9815000295639038,"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":0.8106697201728821},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.7392396926879883},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5797777771949768},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5296772718429565},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.45550087094306946},{"id":"https://openalex.org/keywords/elaboration","display_name":"Elaboration","score":0.4533708095550537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44213658571243286},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.42516207695007324},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.357211172580719},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3455936312675476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33232226967811584},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.25519752502441406},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07295194268226624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8106697201728821},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.7392396926879883},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5797777771949768},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5296772718429565},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.45550087094306946},{"id":"https://openalex.org/C2779192218","wikidata":"https://www.wikidata.org/wiki/Q16944486","display_name":"Elaboration","level":2,"score":0.4533708095550537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44213658571243286},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.42516207695007324},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.357211172580719},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3455936312675476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33232226967811584},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.25519752502441406},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07295194268226624},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"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/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3210713.3210731","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3210713.3210731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ACM Turing Celebration Conference - China","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309622","display_name":"Harvard University","ror":"https://ror.org/03vek6s52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2085914632","https://openalex.org/W2409677730","https://openalex.org/W2566523535","https://openalex.org/W2588547626","https://openalex.org/W2606188057"],"related_works":["https://openalex.org/W2360463189","https://openalex.org/W2243483294","https://openalex.org/W2980729574","https://openalex.org/W2737431228","https://openalex.org/W1981626964","https://openalex.org/W1560851690","https://openalex.org/W3092047717","https://openalex.org/W3152809308","https://openalex.org/W2022412634","https://openalex.org/W4238533886"],"abstract_inverted_index":{"By":[0],"expounding":[1],"the":[2,14,50,81,94,97,101,107],"development":[3],"of":[4,13,36,54,78,83,89,96,104],"education":[5,18],"information,":[6],"MOOCs":[7],"and":[8,40,67,85,99],"SPOCs,":[9],"a":[10],"detailed":[11],"elaboration":[12],"misconception":[15],"in":[16,106],"traditional":[17],"is":[19,31,61],"analyzed.":[20],"Using":[21],"intelligent":[22,26],"recommendation":[23,28],"strategy,":[24],"an":[25],"knowledge":[27,41],"algorithm":[29,74],"(IKRA)":[30],"proposed,":[32],"which":[33],"takes":[34],"advantage":[35],"Word2vec,":[37],"linked":[38],"data":[39],"discovery":[42],"based":[43],"on":[44],"neural":[45],"network":[46],"language":[47],"model.":[48],"With":[49],"actual":[51],"course":[52],"unit":[53],"\"computer":[55],"network\",":[56],"educational":[57],"practice":[58],"about":[59],"IKRA":[60,73],"carried":[62],"out":[63],"for":[64],"both":[65],"teachers":[66,84],"students.":[68],"Practice":[69],"has":[70],"proved":[71],"that":[72],"activates":[75],"learning":[76],"initiative":[77],"students,":[79],"lightens":[80],"burden":[82],"improves":[86],"overall":[87],"quality":[88],"teaching.":[90],"Finally,":[91],"we":[92],"summarize":[93],"achievements":[95],"work":[98],"prospects":[100],"next":[102],"step":[103],"research":[105],"future.":[108]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
