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Data Mining Approach To The Identification Of At-Risk Students, Li Chin Ho, Kyong Jin Shim
Data Mining Approach To The Identification Of At-Risk Students, Li Chin Ho, Kyong Jin Shim
Research Collection School Of Computing and Information Systems
In recent years, the use of digital tools and technologies in educational institutions are continuing to generate large amounts of digital traces of student learning behavior. This study presents a proof-of-concept analytics system that can detect at-risk students along their learning journey. Educators can benefit from the early detection of at-risk students by understanding factors which may lead to failure or drop-out. Further, educators can devise appropriate intervention measures before the students drop out of the course. Our system was built using SAS ® Enterprise Miner (EM) and SAS ® JMP Pro.
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Appendix F: Outcomes & Indicators For Student Performance, Jessame Ferguson
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Appendix F: Outcomes & Indicators For Student Performance, Jessame Ferguson
IMLS SPARKS Ignite IL Framework Cooperative Project for At-Risk Student Success in Smaller Colleges
This document is an appendix to the Final Performance Report for the IMLS Sparks Ignite IL Framework Cooperative project. It contains the four outcomes and the performance indicators for each outcome.
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Appendix D: Focus Group Report, Joel M. Wright, Jessame Ferguson
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Appendix D: Focus Group Report, Joel M. Wright, Jessame Ferguson
IMLS SPARKS Ignite IL Framework Cooperative Project for At-Risk Student Success in Smaller Colleges
This appendix to the Final Performance Report for the IMLS Sparks IL Cooperative Project grant is the report on the focus groups. The focus group research summarized herein represents a segment of the overall IMLS grant proposal process, and should be viewed not as a separate endeavor, but rather as an integrated approach to the overall research questions in the grant proposal. In conjunction with the pre-test/post-test survey driven component, the findings from the focus group research help to strengthen the case for the value of librarian-driven pedagogy in positively impacting the academic and intellectual growth of all students, and …
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Jessame Ferguson
Imls Sparks Ignite Il Framework Cooperative Project Final Performance Report, Jessame Ferguson
IMLS SPARKS Ignite IL Framework Cooperative Project for At-Risk Student Success in Smaller Colleges
This is the Final Performance Report for the SPARKS Ignite IL Framework Cooperative Project for At‐Risk Student Success in Smaller Colleges. Through a partnership of five institutions led by McDaniel College, we developed new best practices for ensuring information literacy education programs at smaller institutions support success and persistence of at‐risk students in their critical first‐year. We used the newly adopted Association of College & Research Libraries Framework for Information Literacy for Higher Education to develop and test new assessment methodologies and engaging educational experiences for first‐year students. The project took place in 2017. The report summarizes our successes, challenges …