Show simple item record

dc.contributor.authorLi, Li-xuan
dc.contributor.authorHuo, Ying
dc.contributor.authorLin, Jerry Chun-Wei
dc.date.accessioned2021-10-18T09:58:27Z
dc.date.available2021-10-18T09:58:27Z
dc.date.created2021-07-08T08:52:19Z
dc.date.issued2021
dc.identifier.citationLi, L.-x., Huo, Y., & Lin, J. C.-W. (2021). Cross-Dimension Mining Model of Public Opinion Data in Online Education Based on Fuzzy Association Rules. Mobile Networks and Applications.en_US
dc.identifier.issn1383-469X
dc.identifier.urihttps://hdl.handle.net/11250/2823630
dc.description.abstractThe multi-dimensional characteristics of public opinion in online education lead to the difficulty of data cross-dimensional mining. To solve this problem, this paper designs a cross-dimensional data mining model of public opinion in online education based on fuzzy association rules. Based on the public opinion subject, object, and ontology to analyze the characteristics of public opinion in online education, Yaahp software is used to calculate the influence factor weight of public opinion in online education. According to the weight analysis results, the relationship between the dimensions of various public opinion data is clarified by using data semantic association. This paper introduces the fuzzy set theory into the database and uses crawlers to obtain public opinion data and stores them in the database, to complete the data preprocessing through distributed text preprocessing, feature selection distributed computing, and text vectorization distributed computing. Taking the cloud computing platform as the core, the cross-dimension mining model of public opinion in online education data is constructed according to the dimension correlation analysis and preprocessing results. The simulation results show that the model has the advantages of wide range, fast speed, and high accuracy, and can provide data support for education reform.en_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.rightsNavngivelse 4.0 Internasjonal*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/deed.no*
dc.titleCross-Dimension Mining Model of Public Opinion Data in Online Education Based on Fuzzy Association Rulesen_US
dc.typePeer revieweden_US
dc.typeJournal articleen_US
dc.description.versionpublishedVersionen_US
dc.rights.holder© The Author(s) 2021en_US
dc.subject.nsiVDP::Matematikk og Naturvitenskap: 400en_US
dc.source.journalMobile Networks and Applicationsen_US
dc.identifier.doi10.1007/s11036-021-01769-7
dc.identifier.cristin1920901
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode1


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

Navngivelse 4.0 Internasjonal
Except where otherwise noted, this item's license is described as Navngivelse 4.0 Internasjonal