Identifying learners’ topical interests from social media content to enrich their course preferences in MOOCs using topic modeling and NLP techniques

BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Maarten Grootendorst · arXiv (Cornell University) · 2022 · 1.3K citations · Full text

Natural Language Processing, Document Clustering, Engineering +15

Interest Matters

Judith M. Harackiewicz, Jessi L. Smith, Stacy J. Priniski · Policy Insights from the Behavioral and Brain Sciences · 2016 · 627 citations · Full text

Stem Education, Student Motivation, Behavioral Sciences +13

Social media-enabled healthcare: A conceptual model of social media affordances, online social support, and health behaviors and outcomes

Xiaolin Lin, Rajiv Kishore · Technological Forecasting and Social Change · 2021 · 174 citations

Social Media, Social Media Affordances, Health Policy +14

Fifty years of information management research: A conceptual structure analysis using structural topic modeling

Anuj Sharma, Nripendra P. Rana, Robin Nunkoo · International Journal of Information Management · 2021 · 157 citations · Full text

Information Model, Organizational Communication, Business Intelligence +12

Topic-level sentiment analysis of social media data using deep learning

Ajeet Ram Pathak, Manjusha Pandey, Siddharth Swarup Rautaray · Applied Soft Computing · 2021 · 131 citations

Natural Language Processing, Computational Social Science, Engineering +10