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Colleges Mine Data to Tailor Students' Experience

Colleges Mine Data to Tailor Students' Experience. CSci4707 Presentation Group 31. Educational data mining. Students input answers in Learning Catalytics, software designed by Brian Lukoff, their instructor. The screen shows a map of everyone's answers, telling him who needs help. Debate.

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Colleges Mine Data to Tailor Students' Experience

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  1. Colleges Mine Data to Tailor Students' Experience CSci4707 Presentation Group 31

  2. Educational data mining Students input answers in Learning Catalytics, software designed by Brian Lukoff, their instructor. The screen shows a map of everyone's answers, telling him who needs help.

  3. Debate Proponents feel that making better use of data to inform decisions skeptics worry that data-mining fosters a factory-line approach to education: respond to instructor prompts rather than express creativity How much should students be told about the behind-the-scenes computer analysis that manipulates their educational experiences? And how far should colleges go in shaping those experiences based on data patterns?

  4. Potential Applications-Better Choices? Austin Peay: software that recommends courses picking a major Admission: both students and college admissions officers

  5. Classroom 'Clickstreams' selects student discussion groups manage the pace of classes inviting students to submit open-ended responses encourage argument by pairing different opionion

  6. Signals for Success: the future web courses: predicts with 70-percent accuracy -reasons... can you change a student's trajectory? -mixed... Colleges will push for more and more info

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