UK Higher education commissioner report regulating higher education
Data Mining for Higher Education
-
Upload
salford-systems -
Category
Technology
-
view
652 -
download
1
Transcript of Data Mining for Higher Education
![Page 1: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/1.jpg)
S
What Educational Institutions Are Doing and Can Do With
Data Mining Software
![Page 2: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/2.jpg)
Salford Systems
Better predict each student’s Performance by taking into account More than grades
What factors lead to student success beyond grades?
Rethinking how to look at students to target to ensure their success
What factors lead to student success beyond grades? Why are some students more successful than others?
What factors lead toward graduation, and after how many years?
![Page 3: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/3.jpg)
Salford Systems
Better manage marketing dollars for recruitment.
![Page 4: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/4.jpg)
Salford Systems
Better understanding of factors related to struggling students, ultimately to increase
retention.
What factors lead to failure?
What factors lead to graduation?
![Page 5: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/5.jpg)
S
An understanding of support programs’
effectiveness.
![Page 6: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/6.jpg)
Salford Systems
Better understanding demographic and other factors
Related to attracting quality students
Related to identifying accepted students that are unlikely to enroll
![Page 7: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/7.jpg)
Salford Systems
Determine which non-need based packages attract the best students.
A+
![Page 8: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/8.jpg)
Salford Systems
S
What factors lead to student retention, especially at-risk
students?
![Page 9: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/9.jpg)
Salford Systems
S
Predict which students are likely to default on their student loans.
![Page 10: Data Mining for Higher Education](https://reader030.fdocuments.in/reader030/viewer/2022032514/55d5621fbb61eb43038b4766/html5/thumbnails/10.jpg)
Salford Systems
S
Comment!Which of these apply to you?