Fuzzy Decision Rule Construction using Fuzzy Decision Trees: Application to E-Learning Database

William Jones, M.J Beynon

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennodadolygiad gan gymheiriaid

    Crynodeb

    This chapter considers the soft computing approach called fuzzy decision trees (FDT), a form of classification analysis. The consideration of decision tree analysis in a fuzzy environment brings further interpretability and readability to the constructed 'if.. then..' decision rules. Two sets of FDT analyses are presented, the first on a small example data set, offering a tutorial on the rudiments of one FDT technique. The second FDT analysis considers the investigation of an e-learning database, and the elucidation of the relationship between weekly online activity of students and their final mark on a university course module. Emphasis throughout the chapter is on the visualization of results, including the fuzzification of weekly online activity levels of students and overall performance.
    Iaith wreiddiolSaesneg
    TeitlChapter 7 - Soft Computing Applications for Database Technologies
    Is-deitlTechniques and Issues
    GolygyddionK. Anbumani , R. Nedunchezhian
    CyhoeddwrIGI Global
    Tudalennau104-124
    ISBN (Electronig)9781605668154
    ISBN (Argraffiad)9781605668147
    Dynodwyr Gwrthrych Digidol (DOIs)
    StatwsCyhoeddwyd - 1 Meh 2010

    Ôl bys

    Gweld gwybodaeth am bynciau ymchwil 'Fuzzy Decision Rule Construction using Fuzzy Decision Trees: Application to E-Learning Database'. Gyda’i gilydd, maen nhw’n ffurfio ôl bys unigryw.

    Dyfynnu hyn