文章基本信息

标题：POTENTIAL USAGE OF ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS IN HIGHER EDUCATION ENROLLMENT IN SLOVENIA
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作者：Dusa Marjetic ; Dusan Lesjak
期刊名称：Issues in Information Systems
印刷版ISSN：1529-7314
出版年度：2018
卷号：19
期号：4
页码：96-105
出版社：International Association for Computer Information Systems
摘要：In the last 25 years, Slovenia has undergone some major changes in the society, economy and higher education.However, the application and selection procedure for enrollment in higher education which is presented in our workremained unchanged, especially in terms of its characteristics and weaknesses. With the establishment of the nationalrecords and analytical information system of higher education in Slovenia, a large amount of data on Slovenian highereducation was collected, which enables longitudinal monitoring of students since 2006. Data on the employability ofgraduates will be added to those on study performance in the next two years. The authors believe that together withexisting data on the performance of secondary education and transition to higher education the Artificial Intelligence(AI) and Big Data Analytics (BDA) can be used to manage higher education institutions (HEIs) in terms of curriculumdesign and that a new approach can also be used in the selection of candidates for studies with an emphasis onoptimizing the individuals preferences, taking into account their characteristics - abilities and the range of studyprograms available.
关键词：Artificial Intelligence; Big Data Analytics; Enrollment; Higher Education; Slovenia