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50 Years of ERIC
50 Years of ERIC
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Peer reviewed Peer reviewed
ERIC Number: EJ647391
Record Type: CIJE
Publication Date: 2002
Pages: N/A
Abstractor: N/A
Reference Count: 0
ISBN: N/A
ISSN: ISSN-0361-0365
Artificial Neural Networks: A New Approach to Predicting Application Behavior.
Gonzalez, Julie M. Byers; DesJardins, Stephen L.
Research in Higher Education, v43 n2 p235-58 Apr 2002
Applied the technique of artificial neural networks to predict which students were likely to apply to one research university. Compared the results to the traditional analysis tool, logistic regression modeling. Found that the addition of artificial intelligence models was a useful new tool for predicting student application behavior. (EV)
Descriptors: Artificial Intelligence, College Applicants, College Choice, Comparative Analysis, Decision Making, Higher Education, Prediction, Regression (Statistics)
Publication Type: Journal Articles; Reports - Research; Speeches/Meeting Papers
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers: Neural Networks
Note: Special issue titled "AIR Forum Issue." Paper presented at the Annual Forum of the Association for Institutional Research (Long Beach, CA, June 2001).