{"id":"https://openalex.org/W2540264053","doi":"https://doi.org/10.1109/comcomap.2014.7017166","title":"Adaptive Learning Objects Assembly with compound constraints","display_name":"Adaptive Learning Objects Assembly with compound constraints","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2540264053","doi":"https://doi.org/10.1109/comcomap.2014.7017166","mag":"2540264053"},"language":"en","primary_location":{"id":"doi:10.1109/comcomap.2014.7017166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comcomap.2014.7017166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Computers, Communications and IT Applications Conference","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/A5006749578","display_name":"Shanshan Wan","orcid":"https://orcid.org/0000-0002-3421-4387"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Wan","raw_affiliation_strings":["School of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing University of Civil Engineering and Architecture, Beijing, China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082774439","display_name":"Zhendong Niu","orcid":"https://orcid.org/0000-0002-0576-7572"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhendong Niu","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006749578"],"corresponding_institution_ids":["https://openalex.org/I62853816"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.25054874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"34","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9948999881744385,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9847000241279602,"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/computer-science","display_name":"Computer science","score":0.7114003896713257},{"id":"https://openalex.org/keywords/learning-object","display_name":"Learning object","score":0.621704638004303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5643020272254944},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5531337857246399},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.522022545337677},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4958694875240326},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4918951988220215},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4900404214859009},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4501422047615051},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4453170597553253},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.4434860348701477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1143791675567627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7114003896713257},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.621704638004303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5643020272254944},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5531337857246399},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.522022545337677},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4958694875240326},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4918951988220215},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4900404214859009},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4501422047615051},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4453170597553253},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.4434860348701477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1143791675567627},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comcomap.2014.7017166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comcomap.2014.7017166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Computers, Communications and IT Applications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W42843586","https://openalex.org/W1246616145","https://openalex.org/W1572737686","https://openalex.org/W2021381958","https://openalex.org/W2039567623","https://openalex.org/W2076098617","https://openalex.org/W2098245861","https://openalex.org/W2153777761","https://openalex.org/W2159368134","https://openalex.org/W2385716992","https://openalex.org/W2630853702","https://openalex.org/W3025544721","https://openalex.org/W4285719527","https://openalex.org/W6601739379","https://openalex.org/W6683096555","https://openalex.org/W6777871152"],"related_works":["https://openalex.org/W2002434773","https://openalex.org/W1521817711","https://openalex.org/W3101934257","https://openalex.org/W2182487203","https://openalex.org/W2119321929","https://openalex.org/W2362988126","https://openalex.org/W2150705994","https://openalex.org/W2368905541","https://openalex.org/W2149928308","https://openalex.org/W2112594120"],"abstract_inverted_index":{"This":[0],"article":[1],"addresses":[2],"how":[3],"to":[4,49,104],"fulfill":[5],"ALOA":[6,105],"(Adaptive":[7],"Learning":[8],"Objects":[9],"Assembly)":[10],"which":[11,60],"provides":[12],"users":[13],"personalized":[14],"learning":[15,18,34,124],"resources":[16],"and":[17,33,57,65,77,102,118,136,142],"path":[19],"based":[20],"on":[21,114],"evolutionary":[22,110],"PBIL":[23,98],"(Population":[24],"Based":[25],"Incremental":[26],"Learning)":[27],"algorithm.":[28],"Both":[29],"the":[30,42,51,62,119,123,129,133],"users'":[31],"preferences":[32],"resources'":[35],"intrinsic":[36],"characteristics":[37],"are":[38,80,89,145],"considered":[39],"here.":[40],"And":[41],"experience":[43],"from":[44,132],"proficient":[45],"experts":[46],"is":[47,100,112],"used":[48],"give":[50,122],"LO":[52],"(Learning":[53],"Object)":[54],"difficulty":[55],"level":[56],"important":[58],"grade":[59],"guides":[61],"LO's":[63],"sequencing":[64],"selection.":[66],"The":[67,97,107],"constraints":[68],"of":[69,87],"knowledge":[70],"such":[71],"as":[72,91],"basic":[73],"ones,":[74],"itinerary":[75],"ones":[76,79],"compulsory":[78],"also":[81,121,127],"vital":[82],"factors":[83],"for":[84],"ALOA.":[85],"All":[86],"above":[88],"modeled":[90],"a":[92],"Constraint":[93],"Satisfaction":[94],"Problem":[95],"(CSP).":[96],"algorithm":[99,111],"proposed":[101],"applied":[103],"firstly.":[106],"hybrid":[108],"intelligent":[109],"tested":[113,134],"true":[115],"teaching":[116],"data":[117,131,135],"participants":[120],"feeling.":[125],"We":[126],"obtained":[128],"experiment":[130],"questionnaire.":[137],"ALOA's":[138],"good":[139],"validity,":[140],"accuracy,":[141],"stability":[143],"performance":[144],"verified.":[146]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}