A Systematic Review of Recommender System for e-Portfolio Domain

Puji Rahayu, Dana Indra Sensuse, Betty Purwandari, Indra Darmawan Budi, Faisal Khalid, Nuralamsah Zulkarnaim · 2017

The aim of this study was to improve the state of the art recommendation techniques in thee-Portfolio domain.A Systematic Review method is used inthis literature review, with the following steps: (a) Identification of recommendation focus that influences the implementation of e-Portfolio; (b) Identification of recommendation techniques in e-Portfolio environment; (c) Synthesizing the literature; (d)Make comparing in the recommendation focus andtechniques for the implementation of the e- portfolio; and (e) Discuss the result and future research. The process of inclusion and exclude literature obtained from 5 electronic databases, with the amount of literature that met the initial stages as many as 5805 articles, up to 107 papers obtained are eligible. Then from 28 the papers, performed synthesize to produce recommendation focus and techniquesin the e-portfolio of the most widely implemented The results of this study is to find that recommender system may suitable for thee-Portfolio domain is a focus on personalization based on hybrid technique and collaborative filtering.

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