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ADMIT-a web-based system to facilitate graduate admission process

Babichenko, Dmitriy and Druzdzel, Marek (2016) ADMIT-a web-based system to facilitate graduate admission process. IConference 2016 Proceedings.

Abstract

n this paper we describe ADMIT, a software application developed to assist the graduate admissions process at the University of Pittsburgh School of Information Sciences (SIS). ADMIT uses a Bayesian network model built from historical admissions data and academic performance records to predict how likely each applicant is to succeed. The system rank-orders applicants based on the probability of their success in the Master of Science in Information Science (MSIS) program and presents results as an ordered list and as a histogram to the admission committee members. The system also enables users to see a graphical representation of the model (a causal graph) and observe how each input data point affects the system’s suggestions.


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Details

Item Type: Article
Status: Published
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Babichenko, Dmitriydmb72@pitt.edudmb72
Druzdzel, Marek
Date: 2016
Date Type: Publication
Journal or Publication Title: IConference 2016 Proceedings
Schools and Programs: School of Information Sciences > Information Science
Refereed: Yes
Article Type: Research Article
Date Deposited: 20 Sep 2017 18:01
Last Modified: 20 Sep 2017 18:01
URI: http://d-scholarship.pitt.edu/id/eprint/32470

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