The colMOOC: Integrating Conversational Agents and Learning Analytics in MOOCs

Abstract
 

Higher Education Massive Open Online Courses (MOOCs) introduce a way of transcending formal higher education by realizing technology-enhanced formats of learning and instruction and by granting access to an audience way beyond students enrolled in any one Higher Education Institution. The potential for European HEIs to scale up and reach an international audience of diverse backgrounds has not been realized yet. Although MOOCs have been reported as an efficient and important educational tool, there is a number of issues and problems related to the educational aspect. More specifically, there is an important number of drop outs during a course, little participation, and lack of students motivation and engagement overall. This may be due to one-size-fits-all instructional approaches and very limited commitment to student-student and teacher-student collaboration.
Our project aims to enhance the MOOCs experience by integrating: (1) Collaborative settings based on Conversational Agents (CA) both in synchronous and asynchronous collaboration conditions; (2) Screening methods based on Learning Analytics (LA) to support both students and teachers during a MOOC course; and (3) Reinforce European leadership by forming recommendations and policy guidelines
Conversational pedagogical agents guide and support student dialogue using natural language both in individual and collaborative settings. Conversational agents have been produced to meet a wide variety of applications and studies exploring the usage of such agents have led to positive results. Integrating this type of conversational agents into MOOCs to trigger peer interaction in discussion groups is expected to considerably increase the engagement and the commitment of online students (and, consequently, reduce MOOCs dropout rate). Moreover, this project will use learning analytics techniques, as a method to support teachers orchestration and students learning during MOOCs by evaluating students' interaction and participation.

 
Period of Time
 
From of 2019 to of 2019.
 
Financial Entity
 
European Commission: ERASMUS+ Programme - Knowledge Alliances (Key Action 2), agreement 588438-EPP-1-2017-1-EL-EPPKA2-KA
 
Project Leader
 
  • Stavros Demetriades
 
Members
 
 
Partners