A Multi-Study Program Recommender System Using Content-Based Filtering and Analytical Hierarchy Process (AHP) Methods
Deciding a field of study from several provided fields is one of the most essential moments in a new student life because it is related to the future he/she wants to be. Since there are many criteria that must be considered, then through this recommender system, students are able to know what fields are the most appropriate for them. This system is built based on Analytical Hierarchical Process (AHP) method and Content Based filtering. When a student fills out a questionnaire, he must be consistent with his/her answer to obtain the best output based on his/her will and characteristics. After conducting some experiments of 100 respondents, 87 respondents succeeded filling out the questionnaire completely. Among provided field of studies, 22.99% of them chosen are medicine, 16.09% are accounting, and 5.7% are not chosen at all.
Keywords: Recommender System, Analytical Hierarchy Process (AHP) Method, Content Based Filtering, Multi Study Program.
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ABOUT THE AUTHORS
Linda Marlinda
Lecturer
Priadhana Edi Kreshana
Faculty of Computer Science, University of Indonesia, UI Depok Jakarta, 16424, Depok
Dana Indra Sensuse
Lecturer
Linda Marlinda
Lecturer
Priadhana Edi Kreshana
Faculty of Computer Science, University of Indonesia, UI Depok Jakarta, 16424, Depok
Dana Indra Sensuse
Lecturer
