A Course Recommender System based on Graduating Attributes
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Cites background from "A Course Recommender System based o..."
...[1] address the issue of recommending courses that help students overcome their deficiencies whilst accounting for changes over time....
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Cites background from "A Course Recommender System based o..."
...More recently, both the competences provided to students and their relevance in their recommendation [4, 1] and the application of semantic analysis [11] has been adressed....
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References
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"A Course Recommender System based o..." refers background in this paper
...This can also be considered as “Multicriteria Ratings” in which there exist multiple rating for each criteria of the item (Adomavicius and Tuzhilin, 2005)....
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...Such a direction would require to go beyond the traditional recommendation representation of users× ratings and adopt a “multicriteria rating” approach (Adomavicius and Tuzhilin, 2005)....
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5,644 citations
"A Course Recommender System based o..." refers background in this paper
...The idea of CF methods lies on the fact that people who agreed in their evaluations for past items are likely to agree again for future items (Resnick et al., 1994)....
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"A Course Recommender System based o..." refers background in this paper
...Results have shown (Sarwar et al., 2000) that two techniques can effectively determine how many students will be included in the active student neighbourhood: Correlation thresholding and best nneighbours with common courses threshold (direct application of the k-nearest neighbours algorithm)....
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1,723 citations
"A Course Recommender System based o..." refers background in this paper
...There have been many data mining systems developed in education (Romero and Ventura, 2010) and especially on how recommender systems can be utilized for suggesting courses (O’Mahony and Smyth, 2007) or master programs (Surpatean et al., 2012)....
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...There have been many data mining systems developed in education (Romero and Ventura, 2010) and especially on how recommender systems can be utilized for suggesting courses (O’Mahony and Smyth, 2007) or master programs (Surpatean et al....
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