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Chopra, Shivangi; Golab, Lukasz – International Educational Data Mining Society, 2018
Work-integrated learning, also known as co-operative education, allows students to alternate between on-campus classes and off-campus work terms. This provides an enhanced learning experience for students and a talent pipeline for employers. We observe that co-operative job postings are a rich source of information about the required skills,…
Descriptors: Cooperative Education, Occupational Information, Data Analysis, Job Skills
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Chopra, Shivangi; Golab, Lukasz; Pretti, T. Judene; Toulis, Andrew – International Journal of Work-Integrated Learning, 2018
This paper describes two classes of advanced data mining methods that can obtain actionable insight from cooperative education data: text mining of job descriptions and graph mining of job interview data. While these methods are not new in general, they have not been widely used in co-operative education research. A technical overview of each…
Descriptors: Information Retrieval, Data Analysis, Research Methodology, Educational Research