A multi- study program recommender system using content-based filtering and analytical hierarchy process (AHP) methods

被引：0

作者：

Marlinda, Linda ^{[1
]}

Kreshana, Priadhana Edi ^{[2
]}

Sensuse, Dana Indra ^{[2
]}

机构：

[1] Department of Information Management, AMIK Bina Sarana Informatika, Kramat Raya 25, 10450, Jakarta, Indonesia

[2] Faculty of Computer Science, University of Indonesia, UI Depok, Jakarta, 16424, Depok, Indonesia

来源：

International Journal of Computer Science Issues | 2012年 / 9卷 / 3 3-2期

关键词：

Hierarchical systems - Surveys - Students;

D O I：

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中图分类号：

学科分类号：

摘要：

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. © 2012 International Journal of Computer Science Issues.

引用

页码：191 / 196