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Sghir, Nabila; Adadi, Amina; Lahmer, Mohammed – Education and Information Technologies, 2023
The last few years have witnessed an upsurge in the number of studies using Machine and Deep learning models to predict vital academic outcomes based on different kinds and sources of student-related data, with the goal of improving the learning process from all perspectives. This has led to the emergence of predictive modelling as a core practice…
Descriptors: Prediction, Learning Analytics, Artificial Intelligence, Data Collection
Baltes, Kenneth G.; Hendrix, Vernon L. – 1978
Two recent developments in management information system technology and higher education administration have brought about the need for this study, designed to develop a methodology for revealing a relational model of the data base that administrators are operating from currently or would like to be able to operate from in the future.…
Descriptors: Classification, Cluster Analysis, College Administration, Data Analysis

Bays, Carter – College and University, 1984
A passive computer application using student course transcripts to group and arrange specific degree requirements to produce an advising worksheet is described, and the language used by a math department for this purpose is outlined. A sample advisement form resulting from the program is reproduced. (MSE)
Descriptors: Academic Advising, Academic Records, Classification, Computer Oriented Programs

Larson, Ray R. – Journal of the American Society for Information Science, 1992
Presents the results of research into the automatic selection of Library of Congress Classification numbers based on the titles and subject headings in MARC records from a test database at the University of California at Berkeley Library School library. Classification clustering and matching techniques are described. (44 references) (LRW)
Descriptors: Academic Libraries, Bibliographic Databases, Bibliographic Records, Classification
Beckman, Margaret; And Others – 1973
This report is a revision and expansion of an earlier research report that described the design of the University of Guelph's documentation system for the organization of government publications within university libraries. The design of the Guelph document system represents a deliberate departure from cataloging and classification theory and…
Descriptors: Academic Libraries, Cataloging, Classification, Computer Storage Devices
Cochrane, Pauline Atherton, Ed.; Johnson, Eric H., Ed. – 1998
This proceedings represents and documents in part the 16 presentations made at the 34th Annual Clinic on Library Applications of Data Processing. World Wide Web URLs that provide insight into each presentation are included. Presentations include: (1) "Hypostatizing Data Collections, Especially Bibliographic: Abstractions, Representations,…
Descriptors: Access to Information, Cataloging, Classification, Data Processing

Hirano-Nakanishi, Marsha J. – New Directions for Institutional Research, 1994
The Total Quality Management approach is used as a framework for a discussion of methodological issues related to diversity in higher education, including classification of race and ethnic information, data aggregation, and use of several key indicators (access to college, persistence, and student progress). (MSE)
Descriptors: Academic Persistence, Access to Education, Classification, College Environment
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers