HDR DSC: Collaborative Research: Transforming Data Science Education through a Portable and Sustainable Anthropocentric Data Analytics for Community Enrichment (ADACE) Program

26 Oct 2022, 16:30
1h

Speaker

Dr Yu Liang (University of Tennessee at Chattanooga)

Description

Led by an interdisciplinary team from the University of Tennessee at Chattanooga, Howard University, and Chattanooga State Community College, the proposed Anthropocentric Data Analytics for Community Enrichment (ADACE) program will develop a sustainable education and research platform for human-centric data science, where humans are either considered as the research subjects or regarded as a component of data analytics.

The ADACE program includes the following activities: (1) advancing or innovating the data science curricula of the participating institutions; (2) recruiting undergraduate students in the program; (3) enriching the local communities by organizing a number of open seminars, workshops, or hackathons; and (4) developing cooperative community projects with the local business and research institutions. These community projects focus on topics pertaining to anthropocentric data science, such as seamless human-machine interaction, interpretable neural networks, human-in-the-loop machine learning, social networks, and AI ethics, etc.

Participating institutions will take advantage of their connections to for-profit and nonprofit businesses in the area to expose students to practical data science issues and offer networking opportunities. Through this proposed program, students will acquire systematic data science knowledge, problem-solving abilities, practical experience, and rigorous research training. All curricular materials will be designed to be portable, sustainable, and easily disseminated to ensure their expanded impact. They are being evaluated for measurable outcomes and tailored to include non-traditional students, who form a large portion of the potential data science workforce in the regions surrounding the participating institutions.

Author

Dr Yu Liang (University of Tennessee at Chattanooga)

Co-authors

Dr Dalei Wu Dr Hemant Jain (University of Tennessee at Chattanooga) Dr Jiang Li (Howard University) Dr Lani Gao (University of Tennessee at Chattanooga) Dr Lyn Potter (Chattanooga State Community College) Dr Noman Saied (Chattanooga State Community College) Dr Shaolei Teng (Howard University)

Presentation materials