Integrated telegram and web-based forum with automatic assessment of questions and answers for collaborative learning

• Main Authors: CHEONG, Michelle L. F., CHEN, Yun-Chen, DAI, Bing Tian
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Q&A forum; Collaborative learning; Text mining; Natural language processing; Machine learning; Computer Sciences; Higher Education
• Online Access: https://ink.library.smu.edu.sg/sis_research/4267
• Institution: Singapore Management University

We designed, developed and implemented an integrated Telegramand Web-based Forum capable of automatic thoughtfulness assessment of questionsand answers, using text mining and Natural Language Processing (NLP)methodologies, for collaborative learning. We trained and applied the RandomForest algorithm...