{"id":"https://openalex.org/W2102834767","doi":"https://doi.org/10.1109/paccs.2011.5990136","title":"Research on Personalized Learning System Based on Multi-Agent","display_name":"Research on Personalized Learning System Based on Multi-Agent","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2102834767","doi":"https://doi.org/10.1109/paccs.2011.5990136","mag":"2102834767"},"language":"en","primary_location":{"id":"doi:10.1109/paccs.2011.5990136","doi":"https://doi.org/10.1109/paccs.2011.5990136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paccs.2011.5990136","pdf_url":null,"source":{"id":"https://openalex.org/S4306425123","display_name":"Pacific-Asia Conference on Circuits, Communications and Systems","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":"2011 Third Pacific-Asia Conference on Circuits, Communications and System (PACCS)","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/A5012270929","display_name":"Chunfei Zhang","orcid":"https://orcid.org/0000-0003-3657-3487","observed_orcids":["https://orcid.org/0000-0003-3657-3487"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunfei Zhang","raw_affiliation_strings":["Computer Department, Heping Campus, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Heping Campus, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032530882","display_name":"Wanglong Li","orcid":"https://orcid.org/0009-0009-5155-3418","observed_orcids":["https://orcid.org/0009-0009-5155-3418"]},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanglong Li","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100512632","display_name":"Jiuhong Wei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuhong Wei","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","Computer Department, Heping Campus, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]},{"raw_affiliation_string":"Computer Department, Heping Campus, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100462420","display_name":"Mengyang Li","orcid":"https://orcid.org/0000-0003-2302-4884","observed_orcids":["https://orcid.org/0000-0003-2302-4884"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyang Li","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","Computer Department, Heping Campus, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]},{"raw_affiliation_string":"Computer Department, Heping Campus, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"4"},"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":0.9804999828338623,"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":0.9804999828338623,"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/T14496","display_name":"Educational Technology and E-Learning","score":0.0034000000450760126,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.003000000026077032,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.7260000109672546},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.9850000143051147},{"id":"https://openalex.org/keywords/problem-based-learning","display_name":"problem-based learning","score":0.8939999938011169},{"id":"https://openalex.org/keywords/learning-agents","display_name":"learning agents","score":0.5839999914169312},{"id":"https://openalex.org/keywords/agent-architecture","display_name":"agent architecture","score":0.5419999957084656},{"id":"https://openalex.org/keywords/educational-technology","display_name":"educational technology","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7343673706054688},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6930030584335327},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6339858174324036},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5200376510620117},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.5013551712036133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45896434783935547},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.41318368911743164},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3725937008857727},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1279134452342987},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08288887143135071},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/paccs.2011.5990136","doi":"https://doi.org/10.1109/paccs.2011.5990136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paccs.2011.5990136","pdf_url":null,"source":{"id":"https://openalex.org/S4306425123","display_name":"Pacific-Asia Conference on Circuits, Communications and Systems","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":"2011 Third Pacific-Asia Conference on Circuits, Communications and System (PACCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.5385000109672546}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2126816480","https://openalex.org/W2135471756","https://openalex.org/W2159543276","https://openalex.org/W2259715836","https://openalex.org/W2365599418","https://openalex.org/W2382169770"],"related_works":["https://openalex.org/W2060290165","https://openalex.org/W2349829232","https://openalex.org/W22278098","https://openalex.org/W3022770135","https://openalex.org/W2103801221","https://openalex.org/W7168615704","https://openalex.org/W2046842411","https://openalex.org/W2069784077","https://openalex.org/W1521714875","https://openalex.org/W2783374366"],"abstract_inverted_index":{"The":[0],"rapid":[1],"development":[2],"of":[3,26,42,67],"network":[4],"and":[5,18,39,59,65],"artificial":[6],"intelligence":[7],"provided":[8],"the":[9,24,33,40,68,73,82],"learning":[10,46],"system":[11,47,69],"new":[12],"technical":[13],"support.":[14],"At":[15],"present,":[16],"more":[17,19],"people":[20],"are":[21,62,70],"concentrated":[22],"on":[23,49],"research":[25,80],"learning-system":[27],"using":[28],"agent":[29],"technology.":[30,84],"After":[31],"analysis":[32],"PBL":[34],"(problem":[35],"based":[36,48],"learning)":[37],"theory":[38],"characteristic":[41],"Agent,":[43],"a":[44],"personalized":[45],"multi-Agent":[50],"is":[51],"structured":[52],"in":[53],"this":[54],"paper.":[55],"Each":[56],"agent's":[57],"function":[58],"logical":[60],"structure":[61],"discussed.":[63],"Composition":[64],"workflow":[66],"introduced.":[71],"And":[72],"last,":[74],"we":[75],"also":[76],"made":[77],"some":[78],"advanced":[79],"about":[81],"key":[83]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}