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Data Mining Applications in Higher Education - SPSS

Jing Luan, PhDChief Planning and Research Officer, Cabrillo CollegeFounder, Knowledge Discovery LaboratoriesExecutive reportData Mining Applicationsin Higher EducationTa b l e of contentsIntroduction ..2 data Mining overview ..2 data Mining models and algorithms ..2 Frequently used algorithms ..3 data Mining in Higher Education ..3 Supervised and unsupervised modeling ..3 data Mining Applications in Higher Education ..4 Case study one: Creating meaningful learning outcome typologies ..4 Case study two: Academic planning and interventions transfer prediction ..5 Case study three: Predicting alumni pledges ..6 Conclusion ..7 About SPSS Inc.

Data mining applications in higher education Data mining is already fundamental to the private sector. Many of the data mining techniques used in the corporate world,

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