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Li, Jiawei; Supraja, S.; Qiu, Wei; Khong, Andy W. H. – International Educational Data Mining Society, 2022
Academic grades in assessments are predicted to determine if a student is at risk of failing a course. Sequential models or graph neural networks that have been employed for grade prediction do not consider relationships between course descriptions. We propose the use of text mining to extract semantic, syntactic, and frequency-based features from…
Descriptors: Course Descriptions, Learning Analytics, Academic Achievement, Prediction
Rajabifard, Abbas; Kahalimoghadam, Masoud; Lumantarna, Elisa; Herath, Nilupa; Hui, Felix Kin Peng; Assarkhaniki, Zahra – International Journal of Sustainability in Higher Education, 2021
Purpose: The achievement of the sustainable development goals (SDGs) for all communities and jurisdictions require a comprehensive roadmap that encompasses all dimensions of data infrastructure, social, economic, environmental and governance ecosystems. With this in mind, this paper aims to establish the link between the curriculum and intended…
Descriptors: Sustainability, Higher Education, Sustainable Development, Curriculum Development
To Resist, Acquiesce, or Internalize: Departmental Responsiveness to Demands for Outcomes Assessment
Young, Candace C.; Cartwright, Debra K.; Rudy, Michael – Journal of Political Science Education, 2014
Over the last 30 years, higher education has received the assessment movement with a substantial amount of skepticism. The purpose of this study is to advance our understanding of political science's responsiveness to assessment reform pressures using neoinstitutional theory. The influence of public status, institutional type, and…
Descriptors: College Outcomes Assessment, Departments, Political Science, Responses
Platz-Wiechert, Lynn Marie – ProQuest LLC, 2010
Given the growth in community colleges, the projected need for health career workers, and the central position of the department chair in higher education, this study explored dimensions of leadership as identified by health career department chairs in five Illinois community colleges. Areas of study included: (a) professional profiles of health…
Descriptors: Educational Needs, Qualitative Research, Community Colleges, Leadership Training