Journal ArticleDOI
Educational Data Mining and Recommender Systems Survey
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This article is published in International Journal of Web Portals.The article was published on 2018-01-01. It has received 7 citations till now. The article focuses on the topics: Educational data mining & Recommender system.read more
Citations
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Journal ArticleDOI
Comparative study of recommender system approaches and movie recommendation using collaborative filtering
Taushif Anwar,V. Uma +1 more
TL;DR: In this paper, a movie recommendation based on collaborative filtering and singular value decomposition plus-plus (SVD++) is proposed, which is compared with well-known machine learning approaches namely k nearest neighbor (K-NN), SVD and Co-clustering.
Journal ArticleDOI
Rec-CFSVD++: Implementing Recommendation System Using Collaborative Filtering and Singular Value Decomposition (SVD)++
TL;DR: In recommender systems, Collaborative Filtering plays an essential role in promoting recommendation services and the conventional CF approach has limitations, namely data sparsity and cold-start problems.
Journal ArticleDOI
A review of deep learning-based recommender system in e-learning environments
Journal ArticleDOI
Collaborative Filtering with Temporal Features for Movie Recommendation System
Gopal Charan Behera,Neeta Nain +1 more
TL;DR: Wang et al. as discussed by the authors proposed a collaborative filtering model for movie recommendations that include temporal effects, and evaluated their model on a standard dataset (Movielens) and compared it with state-of-the-art models.
Journal ArticleDOI
Analyzing and Optimizing the Usability of Website Access
V Sathiyamoorthi,N. Jayapandian,O. S. Gnana Prakasi,P. Kanmani,Revathi Vaithiyanathan,A. Prasanth Rao +5 more
TL;DR: This work proposes a novel hybrid policy called popularity-aware modified least frequently used (PMLFU) that best suits for the current proxy-based web caching environment and combines features such as frequency, recency, popularity, and user page count in decision-making policy.
References
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Journal ArticleDOI
Recommender systems survey
TL;DR: An overview of recommender systems as well as collaborative filtering methods and algorithms is provided, which explains their evolution, provides an original classification for these systems, identifies areas of future implementation and develops certain areas selected for past, present or future importance.
Journal ArticleDOI
Data mining: an overview from a database perspective
TL;DR: In this paper, a survey of the available data mining techniques is provided and a comparative study of such techniques is presented, based on a database researcher's point-of-view.
Journal ArticleDOI
Educational Data Mining: A Review of the State of the Art
TL;DR: The most relevant studies carried out in educational data mining to date are surveyed and the different groups of user, types of educational environments, and the data they provide are described.
Journal ArticleDOI
Educational data mining: A survey from 1995 to 2005
TL;DR: This paper surveys the application of data mining to traditional educational systems, particular web- based courses, well-known learning content management systems, and adaptive and intelligent web-based educational systems.
Proceedings ArticleDOI
The State of Educational Data Mining in 2009: A Review and Future Visions
Ryan S. Baker,Kalina Yacef +1 more
TL;DR: This paper reviewed the history and current trends in the field of EDM and discussed trends and shifts in the research conducted by this community, and discussed the increased emphasis on prediction, the emergence of work using existing models to make scientific discoveries, and the reduction in the frequency of relationship mining within the EDM community.