most citedNeurophysiological Insights into Multimedia-based Education: A PRISMA-ScR Review of fNIRS in Game-Integrated Learning Systems

1 citations · 1 across the 6 of their papers we have counts for

collaborators

8 papers

cs.HC2026

Reading the Eyes in VR: Multimodal Modeling of Social Intelligence

Mohammad Fahim Abrar, Shayla Sharmin, Roghayeh Leila Barmaki

Social intelligence, the ability to interpret others' emotions, beliefs, and intentions, is often assessed with the Reading the Mind in the Eyes Test (RMET), in which participants…

cs.HC2026

When LLM Tutoring Responses Work: Evidence from Student Programming Conversations

Mohammad Fahim Abrar, Shayla Sharmin, Roghayeh Leila Barmaki

As students increasingly use LLM tutors in computer science education, one question becomes especially important: what kind of response helps a student continue productively? Prior…

cs.HC2026

Indirect and Direct AI Scaffolding for Computational Problem Posing: A Pilot Experience Report

Shayla Sharmin, Mohammad Fahim Abrar, Mohammad Al-Ratrout +1

Problem posing is a valuable learning activity in computing education, encouraging learners to actively construct, refine, and reflect on problems rather than simply solving them.…

cs.HC2026

Micro-level AI Feedback Features and Student Responses in Consecutive LLM Tutoring Interactions

Shayla Sharmin, Mohammad Fahim Abrar, Roghayeh Leila Barmaki

AI-assisted feedback research has shown that micro-level feedback features, such as concrete elaboration, affective language, and response length, are associated with learning outc…

cs.HC2026

How YouTube Frames ChatGPT Use in Education: An Epistemic Network Analysis with Supporting Multimodal Metadata

Shayla Sharmin, Mohammad Al-Ratrout, Mohammad Fahim Abrar +1

We examine educational YouTube videos through multimodal metadata, such as transcripts, titles, thumbnails, and viewer comments, to investigate how ChatGPT is framed across creator…

cs.HC20261 cited

Neurophysiological Insights into Multimedia-based Education: A PRISMA-ScR Review of fNIRS in Game-Integrated Learning Systems

Shayla Sharmin, Gael Lucero-Palacios, Behdokht Kiafar +4

Game-integrated learning systems (GILS) are a growing form of multimedia education. Brain-based evidence can help researchers and designers understand how GILS design choices shape…