Weakly Supervised Framework for Aspect-Based Sentiment Analysis on Students’ Reviews of MOOCs
作者： Zenun Kastrati , Ali Shariq Imran , Arianit Kurti
DOI: 10.1109/ACCESS.2020.3000739
关键词: Identification (information) 、 Process (engineering) 、 Deep learning 、 Artificial intelligence 、 Task (project management) 、 Computer science 、 Information retrieval 、 SIGNAL (programming language) 、 Sentiment analysis
摘要: … on feedback obtained on massive open online courses (MOOCs) from a large … online courses through a big data approach. They suggested that large-scale data may support learning …
sci-hub.st 参考文章(46)
Li Kong, Chuanyi Li, Jidong Ge, FeiFei Zhang, Yi Feng, Zhongjin Li, Bin Luo, Leveraging multiple features for document sentiment classification Information Sciences. ,vol. 518, pp. 39- 55 ,(2020) , 10.1016/J.INS.2020.01.012
Gonzalo A. Ruz, Pablo A. Henríquez, Aldo Mascareño, Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers Future Generation Computer Systems. ,vol. 106, pp. 92- 104 ,(2020) , 10.1016/J.FUTURE.2020.01.005
Zenun Kastrati, Arianit Kurti, Johan Hagelbäck, The Effect of a Flipped Classroom in a SPOC Proceedings of the 2019 11th International Conference on Education Technology and Computers. pp. 246- 249 ,(2019) , 10.1145/3369255.3369304
Danilo Dessí, Mauro Dragoni, Gianni Fenu, Mirko Marras, Diego Reforgiato Recupero, Deep Learning Adaptation with Word Embeddings for Sentiment Analysis on Online Course Reviews Springer, Singapore. pp. 57- 83 ,(2020) , 10.1007/978-981-15-1216-2_3
Samantha L Schneider, Martha Laurin Council, None, Distance learning in the era of COVID-19. Archives of Dermatological Research. pp. 1- 2 ,(2020) , 10.1007/S00403-020-02088-9
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han, Weakly-Supervised Neural Text Classification conference on information and knowledge management. pp. 983- 992 ,(2018) , 10.1145/3269206.3271737
Martin Ebner, Hanan Khalil, MOOCs Completion Rates and Possible Methods to Improve Retention - A Literature Review World Conference on Educational Multimedia, Hypermedia and Telecommunications. ,vol. 2014, pp. 1305- 1313 ,(2014)
Thomas Dietterich, Xiaojin Zhu, Andrew B. Goldberg, Ronald Brachman, Introduction to Semi-Supervised Learning ,(2009)
Ali Shariq Imran, Faouzi Alaya Cheikh, Multimedia learning objects framework for e-learning international conference on e learning and e technologies in education. pp. 105- 109 ,(2012) , 10.1109/ICELETE.2012.6333417
N.D. Valakunde, M.S. Patwardhan, Multi-aspect and Multi-class Based Document Sentiment Analysis of Educational Data Catering Accreditation Process ubiquitous computing. pp. 188- 192 ,(2013) , 10.1109/CUBE.2013.42