MOOCdb Franck Dernoncourt Colin Taylor. Outline Motivation Overview of schema Challenge.

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MOOCdb Franck Dernoncourt Colin Taylor

Transcript of MOOCdb Franck Dernoncourt Colin Taylor. Outline Motivation Overview of schema Challenge.

Page 1: MOOCdb Franck Dernoncourt Colin Taylor. Outline Motivation Overview of schema Challenge.

MOOCdb

Franck DernoncourtColin Taylor

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Current Database

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MOOC data flowchart

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Motivation

• Expose schema, not data, to researchers– Write reusable scripts– Ability to crowd-source feature creation

• Generalizable across courses and providers• Concise storage– Lossy for implementation, lossless for research

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Schema overview

• Three types of data:– Observable– Submitted– Collaborative

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Observable

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Submitted

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Collaborative

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Schema Overview

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Graphs

-> http://bit.ly/edx6002

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Generating the graphs – Python/HTML

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Generating the graphs – Python/HTML

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Generating the graphs - MATLAB

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Generating the graphs - MATLAB

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ChallengeWe will be back in 3 weeks for a prediction challenge!