The schedule of DMMOOC 2018

Keynote: 13:30 – 14:10

EVIDENCE-BASED EDUCATION MOVING TOWARDS A 360 DEGREE VIEW OF STUDENTS
Professor Lei Chen, Department of Computer Science and Engineering, Hong Kong University of Science and Technology
ABSTRACT:In this talk, I will discuss a recent project, Evidence-based Education based on Data Analytics - Moving towards a 360 Degree View of Students, that we have done together MIT on MOOC platform. Specifically, we formally design measures to evaluate the quality of teaching and learning. Then, based on the derived quality models, for individual learning, we will develop effective data mining techniques to detect outliers from course materials and students, and find those course materials with low quality and identify students having troubles in understanding course materials. For lectures, due to the lacking of labeled data sets, we will use transfer learning techniques to transfer successful teaching methods from one domain to another. The proposed techniques will automatically determine the matching domains for transfer learning and help teachers to apply successful teaching methods from a previously taught subject to a new one. The details of our project can be found at http://lccpu6.cse.ust.hk/eLearning/view/index.html.

Learning forum analysis: 14:10 – 15:00

1. A Semantic Role Mining and Learning Performance Prediction Method in MOOCs
Zhiqiang Liu and Yan Zhang
2. A Learning Analytics System for Cognition Analysis in Online Learning Community
Yinan Wu and Wenjun Wu

Dialogue System: 15:00 – 15:50

3. AUnet: an unsupervised method for answer reliability evaluation in Community QA systems
Ruoqing Ren, Haimeng Duan, Wenqiang Liu and Jun Liu
4. Mooc Guider: An End-to-end Dialogue System for Mooc Users
Yuntao Li and Yan Zhang

Coffee break: 15:50 – 16:00

Learning behavior analysis: 16:00 – 17:40

5. A Learning Analytic Model for Smart Classroom
Qunbo Wang, Wenjun Wu and Yuxing Qi
6. Exploring Business Models and Dynamic Pricing Frameworks for SPOC Services
Zhengyang Song, Yongzheng Jia and Wei Xu
7. Understanding User Interests Acquisition in Personalized Online Course Recommendation
Xiao Li, Ting Wang, Huaimin Wang and Jintao Tang
8. Model and Practice of Crowd-based Education
Xinjun Mao