Sherpa MAP Predictive Analytics and Dashboard Software Designed
Sherpa, MAP, Predictive Analytics and Dashboard: Software Designed for Success Bob Bramucci, Ph. D. Vice Chancellor, Technology and Learning Services Jim Gaston, Director of IT – Academic Systems
MAP Sherpa Predictive Analytics Student Dashboard
Vs.
MAP Sherpa Predictive Analytics Student Dashboard
Irvine Valley College Associates Certificate Transfer Saddleback College Associates Certificate Transfer Total: 2 9 4 9 2 102, 704 261, 360 From: 4/27/07 to 9/26/14 17, 69 6, 32 74, 60 42, 72 17, 30
Sherpa is a recommendation engine that guides students to make informed decisions regarding courses, services, tasks and information.
Sherpa Architecture Timing Event Trigger Courses Transcript GPA Ed Goal Reg Activity Current Classes Status Recommendations Student Profile Services Information Tasks Feedback - Preferences Portal Nudge Feedback - Ratings News Feed Email Text To-Do List Mobile
Profile Nudge Here is some advice for you… ?
Personal Timely Relevant Actionable
Student Profile Recommendation New student, not matriculated Link to online orientation GPA > 3. 5 Link to honors program GPA < 2. 0 Link to tutoring program Transfer student Courses that fulfill GE pattern Does not have academic plan Link to MAP (academic planning tool) Low assessment scores Recommend basic skills classes First time student Step-by-step instructions Returning student Recommend classes based on goals, success patterns and transcript details. Only display classes with an empty seat and that don’t conflict with student’s schedule
Phase One – Closed Class Assistance l Phase Two – Profiles and Nudges l In beta release Phase Five – Predictive Analytics l Calendar, To-Do List and News Feed Phase Four – Mobile l Announcements, Email, SMS, Voice-To-Text Phase Three – Portal Refresh l Assists students in finding a replacement class during registration In development Phase Six – Student Success Dashboard l In development
25, 400 Matriculation Pilot: Probation numbers dropped 39% one month after Sherpa notification.
They had a higher level of awareness, a feeling of more urgency to complete matriculation and a better understanding of the process.
Machine Learning l. Decision l. Neural trees networks l. Bayesian networks l. Learning Automata l. Support Vector Machines
Focus on Student Success
Questions?
- Slides: 54
