{"id":"https://openalex.org/W4415736734","doi":"https://doi.org/10.1504/ijsd.2025.149417","title":"Evaluation method of online education sustainable development effect based on data mining","display_name":"Evaluation method of online education sustainable development effect based on data mining","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415736734","doi":"https://doi.org/10.1504/ijsd.2025.149417"},"language":"en","primary_location":{"id":"doi:10.1504/ijsd.2025.149417","doi":"https://doi.org/10.1504/ijsd.2025.149417","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijsd.2025.149417","pdf_url":null,"source":{"id":"https://openalex.org/S79587064","display_name":"International Journal of Sustainable Development","issn_l":"0960-1406","issn":["0960-1406","1741-5268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Sustainable Development","raw_type":"journal-article"},"volume":null,"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/A5101296865","display_name":"Zhanqiu Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278951","display_name":"Anhui Technical College of Industry and Economy","ror":"https://ror.org/00sxeyd04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405278951"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhanqiu Yu","raw_affiliation_strings":["Anhui Technical College of Industry and Economy, College of Computer and Arts, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Technical College of Industry and Economy, College of Computer and Arts, China","institution_ids":["https://openalex.org/I4405278951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101296865"],"corresponding_institution_ids":["https://openalex.org/I4405278951"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21547005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"4","first_page":"501","last_page":"514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.8589000105857849,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.8589000105857849,"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/T11122","display_name":"Online Learning and Analytics","score":0.03020000085234642,"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/T14368","display_name":"Evaluation and Optimization Models","score":0.02930000051856041,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.9959999918937683},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"sustainable development","score":0.9039999842643738},{"id":"https://openalex.org/keywords/evaluation-index-system","display_name":"evaluation index system","score":0.8209999799728394},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6959999799728394},{"id":"https://openalex.org/keywords/fuzzy-evaluation","display_name":"fuzzy evaluation","score":0.8569999933242798},{"id":"https://openalex.org/keywords/assessment-accuracy","display_name":"assessment accuracy","score":0.5090000033378601},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"educational data mining","score":0.3799999952316284}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6974999904632568},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.6464999914169312},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6442999839782715},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.6363999843597412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5737000107765198},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5479999780654907},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4927000105381012},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4837000072002411},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4758000075817108},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.459199994802475},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.38749998807907104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3370000123977661},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30300000309944153},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.2736999988555908},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijsd.2025.149417","doi":"https://doi.org/10.1504/ijsd.2025.149417","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijsd.2025.149417","pdf_url":null,"source":{"id":"https://openalex.org/S79587064","display_name":"International Journal of Sustainable Development","issn_l":"0960-1406","issn":["0960-1406","1741-5268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Sustainable Development","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"A":[0],"data":[1,51,73],"mining":[2,74],"based":[3,87],"online":[4,35,49,67],"education":[5,50,68],"sustainable":[6,32],"development":[7,33],"effectiveness":[8],"evaluation":[9,19,83,97,104,107,112,124,134],"method":[10,41,121],"is":[11,42,99],"proposed":[12,120],"to":[13,44,52,65,80,101],"address":[14],"the":[15,28,38,46,54,72,77,89,106,111,119,133],"issues":[16],"of":[17,31,48,91],"low":[18],"accuracy":[20],"and":[21,59,109,128,136],"efficiency":[22],"in":[23,34],"traditional":[24],"methods.":[25],"Firstly,":[26],"analyse":[27],"four":[29,78],"elements":[30,79],"education;":[36],"secondly,":[37],"decision":[39],"tree":[40],"used":[43,64],"decompose":[45],"similarity":[47,55],"obtain":[53,110],"between":[56,132],"different":[57],"data,":[58],"probability":[60],"statistical":[61],"methods":[62],"are":[63],"mine":[66],"data.":[69],"Then,":[70],"combine":[71],"results":[75,116,135],"with":[76],"construct":[81],"an":[82],"index":[84],"system;":[85],"finally,":[86],"on":[88,105],"principle":[90],"fuzzy":[92,96,103],"set":[93],"transformation,":[94],"a":[95,129],"matrix":[98],"established":[100],"conduct":[102],"indicators":[108],"results.":[113],"The":[114],"experimental":[115],"show":[117],"that":[118],"has":[122],"high":[123],"accuracy,":[125],"fast":[126],"efficiency,":[127],"small":[130],"gap":[131],"actual":[137],"performance.":[138]},"counts_by_year":[],"updated_date":"2026-09-23T05:00:35.095934","created_date":"2025-10-31T00:00:00"}