Projects

Artificial Intelligence

Modeling how community college students navigate complex systems of courses, transfers, and competing life demands that shape whether they complete their programs.

Open Educational Resources

Open Ed Graph is a collection of fine-grained learning outcomes, assessments and topics mapped into a graph structure. Data sets spanning College Algebra, Accounting, undergraduate STEM and more.

Adaptive Learning · Artificial Intelligence

Using artificial intelligence, Fly-by-Wire detects why an individual student is struggling, recommends personalized content to the student, and recommends actions to the teacher. A national collaboration with Arapahoe Community College, Quinsigamond Community College, MIT, edX and Broad-based Knowledge.

Outcomes Mapping

The Xoces project to map outcomes was conceived at MIT. Mapping outcomes results in a useful data set that feeds into curriculum redesign and adaptive learning applications. An international collaboration.

Outcomes Mapping

An experimentation and demonstration of the power of mapping. We parsed LaTeX notes into HTML, mapped notes to outcomes, and created a web and mobile app enabling students to search for resources by intent instead of topics. All content fed via API.

Concept Mapping · Open Educational Resources

Crosslinks is a wiki on which learners can add and edit topics and draw linkages between them and to resources they have found helpful. Embedded in MIT OCW, it serves thousands of learners daily and OER adopters world-wide.