Work

Social Interactions Clustering MOOC Students: An Exploratory Study

Year: 2020

Type: conference-paper

Abstract: An exploratory study on social interactions of MOOC students in FutureLearn was conducted, to answer "how can we cluster students based on their social interactions?" Comments were categorized based on how students interacted with them, e.g., how a student's comment received replies from peers. Statistical modelling and machine learning were used to analyze comment categorization, resulting in 3 strong and stable clusters.

Source: Durham Research Online (Durham University)

DOI: 10.48550/arxiv.2008.03982

Authors: Shi, Lei, Cristea, Alexandra, Alamri, Ahmad, Toda, Armando M., Oliveira, Wilk

Language: English

Topic: Online Learning and Analytics

Subfield: Computer Science Applications

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: green

OpenAlex ID: W3048230328

FWCI: 0.579

Cites: 10

Cited by: 3

Related to: 10