{"id":"https://openalex.org/W4407130698","doi":"https://doi.org/10.1109/imcom64595.2025.10857583","title":"A Ontology Construction Method of Course Knowledge Graph Based on Dependency of Knowledge Points","display_name":"A Ontology Construction Method of Course Knowledge Graph Based on Dependency of Knowledge Points","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4407130698","doi":"https://doi.org/10.1109/imcom64595.2025.10857583"},"language":"en","primary_location":{"id":"doi:10.1109/imcom64595.2025.10857583","doi":"https://doi.org/10.1109/imcom64595.2025.10857583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857583","pdf_url":null,"source":{"id":"https://openalex.org/S4363608555","display_name":"International Conference on Ubiquitous Information Management and Communication (IMCOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5103674767","display_name":"Qiu Bin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210143969","display_name":"Ningbo Polytechnic","ror":"https://ror.org/04c154n61","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390","https://openalex.org/I4210143969"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiu Bin","raw_affiliation_strings":["School of Artificial Intelligence, Ningbo Polytechnic,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Ningbo Polytechnic,China","institution_ids":["https://openalex.org/I4210143969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066440569","display_name":"Megat F. Zuhairi","orcid":"https://orcid.org/0000-0003-4418-8562","observed_orcids":["https://orcid.org/0000-0003-4418-8562"]},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Megat F. Zuhairi","raw_affiliation_strings":["Malaysian Institute of Information Technology, Universiti Kuala Lumpur,Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malaysian Institute of Information Technology, Universiti Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036215904","display_name":"Jacques J. Morcos","orcid":"https://orcid.org/0000-0002-9911-642X","observed_orcids":["https://orcid.org/0000-0002-9911-642X","https://orcid.org/0000-0003-0096-8209"]},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Morcos","raw_affiliation_strings":["La Rochelle University,L3I Laboratory,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"La Rochelle University,L3I Laboratory,France","institution_ids":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103050243","display_name":"Zhengqiu Lu","orcid":"https://orcid.org/0009-0002-6815-5650","observed_orcids":["https://orcid.org/0009-0002-6815-5650"]},"institutions":[{"id":"https://openalex.org/I4210149708","display_name":"Zhejiang Fashion Institute of Technology","ror":"https://ror.org/05ajbr617","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149708"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Zhengqiu","raw_affiliation_strings":["Information & Technology College, Zhejiang Fashion Institute of Technology,Ningbo,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information & Technology College, Zhejiang Fashion Institute of Technology,Ningbo,China","institution_ids":["https://openalex.org/I4210149708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3567,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54602513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9169999957084656,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9169999957084656,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.008500000461935997,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.005100000184029341,"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/ontology-construction","display_name":"ontology construction","score":0.9269999861717224},{"id":"https://openalex.org/keywords/knowledge-graph-construction","display_name":"knowledge graph construction","score":0.5870000123977661},{"id":"https://openalex.org/keywords/entity-relation-extraction","display_name":"entity relation extraction","score":0.8090000152587891},{"id":"https://openalex.org/keywords/personalized-learning-recommendations","display_name":"personalized learning recommendations","score":0.859000027179718},{"id":"https://openalex.org/keywords/computer-science-education","display_name":"computer science education","score":0.4950000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905557751655579},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6481106281280518},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.6383065581321716},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6000464558601379},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5839436054229736},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.5285975933074951},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49439215660095215},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.45445796847343445},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38820868730545044},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3573843836784363},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34609246253967285},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3270215392112732},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10421714186668396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10190197825431824},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom64595.2025.10857583","doi":"https://doi.org/10.1109/imcom64595.2025.10857583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857583","pdf_url":null,"source":{"id":"https://openalex.org/S4363608555","display_name":"International Conference on Ubiquitous Information Management and Communication (IMCOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9235000014305115}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5041957605","display_name":null,"funder_award_id":"Y202455436","funder_id":"https://openalex.org/F4320325436","funder_display_name":"Department of Education of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320325436","display_name":"Department of Education of Zhejiang Province","ror":"https://ror.org/05gj07w56"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2804978390","https://openalex.org/W2809106427","https://openalex.org/W2998635054","https://openalex.org/W3004035003","https://openalex.org/W3034862985","https://openalex.org/W3204000521","https://openalex.org/W4223554028","https://openalex.org/W4387120448","https://openalex.org/W4391426565","https://openalex.org/W6846190360"],"related_works":["https://openalex.org/W4402039588","https://openalex.org/W2973662883","https://openalex.org/W3093875485","https://openalex.org/W4406416722","https://openalex.org/W3196624769","https://openalex.org/W3108785886","https://openalex.org/W3174302493","https://openalex.org/W7124172317","https://openalex.org/W4394934497","https://openalex.org/W4387303490"],"abstract_inverted_index":{"The":[0,37,47,71,152],"course":[1,34,80,99,158],"knowledge":[2,35,45,72,114,132,159,168,177,180],"graph":[3,73,181],"aims":[4],"to":[5,121],"provide":[6],"personalized":[7],"learning":[8,11,123],"recommendation":[9],"and":[10,14,21,68,88,107,117,125,141,148],"path":[12],"map,":[13],"solve":[15],"the":[16,42,51,60,75,79,85,94,101,108,135,165],"problems":[17],"of":[18,44,78,103,110,113,137,173],"\u201cinformation":[19],"overload\u201d":[20],"\u201cknowledge":[22],"roaming\u201d":[23],"among":[24,167],"learners.":[25],"This":[26,57,179],"paper":[27],"proposed":[28,153],"a":[29,33,157],"method":[30,38,58,155],"for":[31,130,156,186],"constructing":[32,131],"graph.":[36],"is":[39,50,162],"based":[40,163],"on":[41,164],"dependency":[43],"points.":[46,178],"research":[48],"object":[49],"\u201cMobile":[52],"APP":[53],"Application":[54],"Development\u201d":[55],"course.":[56],"uses":[59],"SMRK":[61],"technique,":[62],"which":[63,161],"includes":[64],"Scope,":[65],"Module,":[66],"Relationship,":[67],"Knowledge":[69],"Point.":[70],"illustrates":[74,170],"specific":[76],"characteristics":[77],"knowledge.":[81],"It":[82],"also":[83],"considers":[84],"unique":[86],"structure":[87],"interconnections":[89],"within":[90],"computer":[91],"science":[92],"during":[93],"construction":[95,154],"process.":[96],"In":[97],"this":[98],"graph,":[100,160],"importance":[102],"learners'":[104],"cognitive":[105],"level":[106],"necessity":[109],"visual":[111],"representation":[112],"concepts,":[115],"attributes":[116],"relationships":[118,174],"are":[119],"considered":[120],"improve":[122],"efficiency":[124],"reduce":[126],"redundant":[127],"learning.":[128],"Methods":[129],"graphs":[133],"include":[134],"use":[136],"manual":[138],"extraction":[139,150],"tools":[140],"ontology":[142],"building":[143],"tools,":[144],"supplemented":[145],"by":[146],"entity":[147],"relation":[149],"algorithms.":[151],"dependencies":[166],"points,":[169],"three":[171],"types":[172],"between":[175],"these":[176],"offers":[182],"effective":[183],"technical":[184],"support":[185],"learners":[187],"in":[188],"their":[189],"subsequent":[190],"studies.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-02-05T00:00:00"}
