{"id":"https://openalex.org/W4409956337","doi":"https://doi.org/10.1177/14727978241299538","title":"Enhancing peer review in educational assessments via social media platforms: A Fuzzy-CDF and weighted PageRank approach","display_name":"Enhancing peer review in educational assessments via social media platforms: A Fuzzy-CDF and weighted PageRank approach","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4409956337","doi":"https://doi.org/10.1177/14727978241299538"},"language":"en","primary_location":{"id":"doi:10.1177/14727978241299538","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241299538","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-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/A5082317295","display_name":"Jingjing Deng","orcid":"https://orcid.org/0000-0001-9274-651X"},"institutions":[{"id":"https://openalex.org/I1305126327","display_name":"Zibo Vocational Institute","ror":"https://ror.org/04mzr3655","country_code":"CN","type":"education","lineage":["https://openalex.org/I1305126327"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingjing Deng","raw_affiliation_strings":["Technology and Planning Development Center, Zibo Vocational Institute, Zibo, China"],"affiliations":[{"raw_affiliation_string":"Technology and Planning Development Center, Zibo Vocational Institute, Zibo, China","institution_ids":["https://openalex.org/I1305126327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082317295"],"corresponding_institution_ids":["https://openalex.org/I1305126327"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42030767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"2","first_page":"1303","last_page":"1315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.9973000288009644,"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":0.9886000156402588,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.968500018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.8668192625045776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6672509908676147},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6099246740341187},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5487691164016724},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3192554712295532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2486879527568817},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18061304092407227}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.8668192625045776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672509908676147},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6099246740341187},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5487691164016724},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3192554712295532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2486879527568817},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18061304092407227}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978241299538","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241299538","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2749316706","https://openalex.org/W2769690765","https://openalex.org/W2797347521","https://openalex.org/W2912566624","https://openalex.org/W2931539158","https://openalex.org/W2966722215","https://openalex.org/W2975655181","https://openalex.org/W3019369173","https://openalex.org/W3092606603","https://openalex.org/W3111989515","https://openalex.org/W3174155365","https://openalex.org/W3195190933","https://openalex.org/W3205354711","https://openalex.org/W4225257312","https://openalex.org/W4281703560","https://openalex.org/W4288069887","https://openalex.org/W4293144432","https://openalex.org/W4295947576"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2154222238","https://openalex.org/W2106626222","https://openalex.org/W2980866815","https://openalex.org/W1562405179","https://openalex.org/W2125493559","https://openalex.org/W1544909909","https://openalex.org/W2002053721"],"abstract_inverted_index":{"In":[0],"an":[1,29],"era":[2],"where":[3],"digital":[4,35],"technology":[5],"profoundly":[6],"impacts":[7],"daily":[8],"life,":[9],"social":[10,117,192],"media":[11,118,193],"platforms":[12],"have":[13,53],"increasingly":[14],"become":[15],"pivotal":[16],"in":[17,61,76,125,149,191,200],"educational":[18,62,189,202],"contexts.":[19],"This":[20,64],"study":[21,65],"explores":[22],"the":[23,42,56,69,112,158,174],"implementation":[24],"of":[25,44,58,73,143,160,178],"peer":[26,59,74,93,126,161,179],"review":[27,60,75,94,180],"as":[28],"interactive":[30],"learning":[31,103],"approach":[32],"within":[33],"these":[34,135,169],"environments.":[36],"Primarily,":[37],"it":[38,137],"focuses":[39],"on":[40],"addressing":[41],"challenges":[43],"inconsistent":[45,144],"evaluation":[46,132,145],"standards":[47,146],"and":[48,71,89,105,147,176,186,197],"inaccurate":[49],"cognitive":[50,150],"diagnostics,":[51],"which":[52],"historically":[54],"limited":[55],"effectiveness":[57,159],"assessments.":[63],"aims":[66],"to":[67,100,121],"enhance":[68,173],"accuracy":[70,177],"fairness":[72],"online":[77],"education.":[78],"Two":[79],"models":[80,170],"are":[81],"proposed:":[82],"a":[83,90],"Fuzzy":[84],"Cognitive":[85],"Diagnostic":[86],"Framework":[87],"(Fuzzy-CDF)":[88],"weighted":[91,113],"PageRank":[92,114],"model.":[95],"The":[96,163],"Fuzzy-CDF":[97],"is":[98,167],"designed":[99],"evaluate":[101],"students\u2019":[102,123],"abilities":[104],"knowledge":[106],"mastery":[107],"with":[108],"greater":[109],"precision.":[110],"Conversely,":[111],"model":[115],"leverages":[116],"interaction":[119],"data":[120],"assess":[122],"influence":[124],"review,":[127],"aiming":[128],"for":[129,188],"more":[130],"equitable":[131],"outcomes.":[133],"Through":[134],"methodologies,":[136],"has":[138],"been":[139],"found":[140],"that":[141,168],"issues":[142],"inaccuracies":[148],"diagnostics":[151],"can":[152],"be":[153],"effectively":[154],"addressed,":[155],"thereby":[156],"improving":[157],"review.":[162],"main":[164],"conclusion":[165],"drawn":[166],"not":[171],"only":[172],"operationality":[175],"but":[181],"also":[182],"offer":[183],"new":[184],"perspectives":[185],"methods":[187],"assessment":[190],"contexts,":[194],"holding":[195],"theoretical":[196],"practical":[198],"value":[199],"advancing":[201],"technology.":[203]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
