{"id":"https://openalex.org/W4200168476","doi":"https://doi.org/10.1145/3494885.3494920","title":"Fuzzy Comprehensive Evaluation of Online Course Based on Learner Profile and User Experience","display_name":"Fuzzy Comprehensive Evaluation of Online Course Based on Learner Profile and User Experience","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W4200168476","doi":"https://doi.org/10.1145/3494885.3494920"},"language":"en","primary_location":{"id":"doi:10.1145/3494885.3494920","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494885.3494920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Computer Science and Software Engineering (CSSE 2021)","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/A5037787896","display_name":"Wenjing Qi","orcid":"https://orcid.org/0000-0003-1793-1808"},"institutions":[{"id":"https://openalex.org/I4210097715","display_name":"Qilu Normal University","ror":"https://ror.org/00wztsq19","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097715"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing Qi","raw_affiliation_strings":["School of Information Science and Engineering, Qilu Normal University, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Qilu Normal University, China","institution_ids":["https://openalex.org/I4210097715"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027997010","display_name":"Weihua Yuan","orcid":"https://orcid.org/0000-0001-7104-0331"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Yuan","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Jianzhu University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Jianzhu University, China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032277491","display_name":"Zhao Li","orcid":"https://orcid.org/0000-0002-5056-0351"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhao","raw_affiliation_strings":["Business School, Shandong Jianzhu University, China"],"affiliations":[{"raw_affiliation_string":"Business School, Shandong Jianzhu University, China","institution_ids":["https://openalex.org/I44445938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037787896"],"corresponding_institution_ids":["https://openalex.org/I4210097715"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21583202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"190","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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/T10162","display_name":"Online and Blended Learning","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9348999857902527,"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":0.7779260873794556},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5515996813774109},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49918627738952637},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.478549063205719},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.46330147981643677},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.44214457273483276},{"id":"https://openalex.org/keywords/course-evaluation","display_name":"Course evaluation","score":0.42547979950904846},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.4156127870082855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37190064787864685},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36819201707839966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.318498432636261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30836719274520874},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.2717894911766052},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09217807650566101}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7779260873794556},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5515996813774109},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49918627738952637},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.478549063205719},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46330147981643677},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.44214457273483276},{"id":"https://openalex.org/C2780067481","wikidata":"https://www.wikidata.org/wiki/Q1813450","display_name":"Course evaluation","level":3,"score":0.42547979950904846},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.4156127870082855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37190064787864685},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36819201707839966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.318498432636261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30836719274520874},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.2717894911766052},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09217807650566101},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3494885.3494920","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494885.3494920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Computer Science and Software Engineering (CSSE 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.550000011920929,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2024060551","https://openalex.org/W2029191123","https://openalex.org/W2165427613","https://openalex.org/W2566839046","https://openalex.org/W2572743105","https://openalex.org/W2737645832","https://openalex.org/W2952169981","https://openalex.org/W3082384720","https://openalex.org/W3124004752","https://openalex.org/W6676058244","https://openalex.org/W6960377952"],"related_works":["https://openalex.org/W2318632013","https://openalex.org/W1545706362","https://openalex.org/W315690959","https://openalex.org/W2376302991","https://openalex.org/W2967418142","https://openalex.org/W2365849016","https://openalex.org/W311799300","https://openalex.org/W2374556257","https://openalex.org/W3148322715","https://openalex.org/W2569676915"],"abstract_inverted_index":{"Online":[0],"learning":[1],"raises":[2],"more":[3],"concerns":[4],"after":[5],"it":[6,118],"helped":[7],"many":[8],"students":[9],"go":[10],"through":[11],"a":[12,39,88,101,113],"tough":[13],"academic":[14],"year":[15],"under":[16],"the":[17,22,56],"shadow":[18],"of":[19,24,34],"pandemic.":[20],"But":[21],"effects":[23],"online":[25,35,57,128],"courses":[26],"are":[27,108],"not":[28],"so":[29],"optimistic.":[30],"To":[31],"measure":[32],"quality":[33],"courses,":[36],"we":[37],"propose":[38],"comprehensive":[40,90],"evaluation":[41,91,103,106],"framework":[42],"based":[43],"on":[44,83],"learner":[45,51],"profile":[46,52],"and":[47,60,78,125],"user":[48,61],"experience,":[49],"where":[50],"is":[53,63,81,93,123],"extracted":[54],"from":[55,65,112],"data":[58,66,111],"analysis,":[59],"experience":[62],"quantified":[64],"collected":[67],"in":[68,127],"questionnaires.":[69],"We":[70],"extract":[71],"5":[72],"important":[73],"indices":[74,98],"for":[75],"course":[76,129],"evaluation,":[77],"quantification":[79],"model":[80,92,122],"defined":[82,94],"each":[84],"individual":[85],"index;":[86],"then":[87],"fuzzy":[89],"to":[95,99],"integrates":[96],"all":[97],"generate":[100],"straightforward":[102],"result.":[104],"Our":[105],"models":[107],"tested":[109],"with":[110],"massive":[114],"used":[115],"education":[116],"platform,":[117],"shows":[119],"that":[120],"our":[121],"practical":[124],"reasonable":[126],"evaluation.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
