Course video recommendation with multimodal information in online learning platforms: A deep learning framework
暂无分享,去创建一个
Yuhan Zhou | Wei Xu | Wei Xu | Yuhang Zhou
[1] Guoqing Chen,et al. Deep learning based personalized recommendation with multi-view information integration , 2019, Decis. Support Syst..
[2] Kai Chen,et al. Collaborative filtering and deep learning based recommendation system for cold start items , 2017, Expert Syst. Appl..
[3] Kay Livingston,et al. Blending online learning with traditional approaches: changing practices , 2007, Br. J. Educ. Technol..
[4] Yoneo Yano,et al. A framework of context-awareness support for peer recommendation in the e-learning context , 2007, Br. J. Educ. Technol..
[5] Xiaoyong Du,et al. Analogical Reasoning on Chinese Morphological and Semantic Relations , 2018, ACL.
[6] S. B. Aher,et al. Combination of machine learning algorithms for recommendation of courses in E-Learning System based on historical data , 2013, Knowl. Based Syst..
[7] Jeongwan Kang,et al. Implementing a case-based e-learning environment in a lecture-oriented anaesthesiology class: Do learning styles matter in complex problem solving over time? , 2009, Br. J. Educ. Technol..
[8] Synnöve Kekkonen-Moneta,et al. E-Learning in Hong Kong: comparing learning outcomes in online multimedia and lecture versions of an introductory computing course , 2002, Br. J. Educ. Technol..
[9] Jason K. Y. Chan,et al. Direct and indirect effects of online learning on distance education , 2004, Br. J. Educ. Technol..
[10] Jie Lu,et al. A semantic enhanced hybrid recommendation approach: A case study of e-Government tourism service recommendation system , 2015, Decis. Support Syst..
[11] John Morgan,et al. Will MOOCs transform learning and teaching in higher education? Engagement and course retention in online learning provision , 2015, Br. J. Educ. Technol..
[12] Jialie Shen,et al. On Effective Location-Aware Music Recommendation , 2016, ACM Trans. Inf. Syst..
[13] Minjuan Wang,et al. Designing online courses that effectively engage learners from diverse cultural backgrounds , 2007, Br. J. Educ. Technol..
[14] Jie Zhou,et al. Dynamic Personalized Recommendation on Sparse Data , 2013, IEEE Transactions on Knowledge and Data Engineering.
[15] Xin Li,et al. A multi-theoretical kernel-based approach to social network-based recommendation , 2014, Decis. Support Syst..
[16] Kirk Perris,et al. Online tutorial support in open and distance learning: students' perceptions , 2005, Br. J. Educ. Technol..
[17] LuJie,et al. A semantic enhanced hybrid recommendation approach , 2015 .
[18] Edwin R. Griff,et al. Evaluation of an adaptive online learning system , 2013, Br. J. Educ. Technol..
[19] Mei Liu,et al. Using the Facebook group as a learning management system: An exploratory study , 2012, Br. J. Educ. Technol..
[20] Steven Warburton,et al. Second Life in higher education: Assessing the potential for and the barriers to deploying virtual worlds in learning and teaching , 2009, Br. J. Educ. Technol..
[21] Chen-Chung Liu,et al. Knowledge exploration with concept association techniques , 2010, Online Inf. Rev..
[22] Zhoujun Li,et al. Video recommendation over multiple information sources , 2012, Multimedia Systems.
[23] Zhuowen Tu,et al. Aggregated Residual Transformations for Deep Neural Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[24] Lei Shi,et al. Local Representative-Based Matrix Factorization for Cold-Start Recommendation , 2017, ACM Trans. Inf. Syst..
[25] Juntao Liu,et al. Bayesian Probabilistic Matrix Factorization with Social Relations and Item Contents for recommendation , 2013, Decis. Support Syst..
[26] Riina Vuorikari,et al. Collaborative recommendation of e-learning resources: an experimental investigation , 2010, J. Comput. Assist. Learn..
[27] Till Becker,et al. Social Context-Aware Recommendation for Personalized Online Learning , 2017, Wireless Personal Communications.