Niki Gitinabard

College of Engineering

Works (2)

Updated: July 5th, 2023 15:21

2022 article

Designing a Dashboard for Student Teamwork Analysis

PROCEEDINGS OF THE 53RD ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION (SIGCSE 2022), VOL 1, pp. 446–452.

By: N. Gitinabard*, S. Heckman n , T. Barnes n & C. Lynch n

author keywords: Teamwork; Educational Dashboards; Blended Courses; Multiple Tool Integration
TL;DR: This work describes the work on Concert, a data integration platform that collects data about student activities from several sources such as Piazza, My Digital Hand, and GitHub and uses it to support classroom monitoring through analysis and visualizations. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Sources: Web Of Science, ORCID
Added: December 12, 2022

2019 journal article

How Widely Can Prediction Models Be Generalized? Performance Prediction in Blended Courses

IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 12(2), 184–197.

By: N. Gitinabard n, Y. Xu n, S. Heckman n , T. Barnes n & C. Lynch n

author keywords: Social Network Analysis; Performance Prediction; Cross-Class Performance Prediction; Early Performance Prediction; Blended Courses
TL;DR: This paper uses data from two offerings of two different undergraduate courses to train and evaluate predictive models of student performance based on persistent student characteristics including study habits and social interactions and analyzes the performance of these models on the same offering, on different offerings of the same course, and across courses. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: July 1, 2019

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