Online Colloquium No. 12: StageLens - artificial intelligence and ego development

Datum und Uhrzeit
Dauer
2 Stunden
Referent

Dr. Tom Murray

Open Way Solutions/University of Massachusetts

Details

StageLens: using artificial intelligence to score sentence completion tests of ego development

I will describe our application of artificial intelligence (machine learning) technology to the automated scoring of developmental center of gravity sentence completion tests of ego development. The current implementation of the technology is trained on data scored using the STAGES model, a derivative of the Loevinger/Cook-Greuter framework. To date we have achieved auto-scoring accuracy of +/- level with 95% confidence. I will describe the technology, the STAGES model, current and potential applications, and ethical considerations in scaling up developmental scoring. Participant questions, reflections, and ideas on the project will be invited.

Shortbio

Tom Murray is Chief Visionary and Instigator at Open Way Solutions LLC, which merges technology with integral developmental theory, and is also a Senior Research Fellow at the University of Massachusetts School of Computer Science. He is an Associate Editor at Integral Review, and is on the editorial review board of the International Journal of Artificial Intelligence in Education. He has published articles on integral theory as it relates to a variety of topics. See www.tommurray.us.