" I was afraid, but now I enjoy being a streamer!" Understanding the Challenges and Prospects of Using Live Streaming for Online Education

X Chen, S Chen, X Wang, Y Huang - Proceedings of the ACM on Human …, 2021 - dl.acm.org
The outbreak of COVID-19 has led to a sharp transition from offline to online education in
many countries and areas. This transition heightens the intensity of existing challenges of …

ReadingQuizMaker: a human-NLP collaborative system that supports instructors to design high-quality reading quiz questions

X Lu, S Fan, J Houghton, L Wang, X Wang - Proceedings of the 2023 …, 2023 - dl.acm.org
Despite that reading assignments are prevalent, methods to encourage students to actively
read are limited. We propose a system ReadingQuizMaker that supports instructors to …

Charting the design and analytics agenda of learnersourcing systems

H Khosravi, G Demartini, S Sadiq… - LAK21: 11th international …, 2021 - dl.acm.org
Learnersourcing is emerging as a viable learner-centred and pedagogically justified
approach for harnessing the creativity and evaluation power of learners as experts-in …

Generative students: Using llm-simulated student profiles to support question item evaluation

X Lu, X Wang - Proceedings of the Eleventh ACM Conference on …, 2024 - dl.acm.org
Evaluating the quality of automatically generated question items has been a long standing
challenge. In this paper, we leverage LLMs to simulate student profiles and generate …

Learnersourcing in theory and practice: synthesizing the literature and charting the future

A Singh, C Brooks, S Doroudi - … of the ninth ACM conference on learning …, 2022 - dl.acm.org
Given the growing interest in learnersourcing--a pedagogically supported form of
crowdsourcing that harnesses the knowledge and creativity of learners for the creation of …

When the tutor becomes the student: Design and evaluation of efficient scenario-based lessons for tutors

D Thomas, X Yang, S Gupta, A Adeniran… - … Learning Analytics and …, 2023 - dl.acm.org
Tutoring is among the most impactful educational influences on student achievement, with
perhaps the greatest promise of combating student learning loss. Due to its high impact …

Relevance, Effort, and Perceived Quality: Language Learners' Experiences with AI-Generated Contextually Personalized Learning Material

F Draxler, A Schmidt, LL Chuang - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
Artificial intelligence has enabled scalable auto-creation of context-aware personalized
learning materials. However, it remains unclear how content personalization shapes the …

Treequestion: Assessing conceptual learning outcomes with llm-generated multiple-choice questions

Z Cheng, J Xu, H ** - Proceedings of the ACM on Human-Computer …, 2024 - dl.acm.org
The advances of generative AI have posed a challenge for using open-ended questions to
assess conceptual learning outcomes, as it is increasingly common for students to use tools …

Evaluating the quality of learning resources: A learnersourcing approach

S Abdi, H Khosravi, S Sadiq… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Learnersourcing is emerging as a viable approach for mobilizing the learner community and
harnessing the intelligence of learners as creators of learning resources. Previous works …

Towards process-oriented, modular, and versatile question generation that meets educational needs

X Wang, S Fan, J Houghton, L Wang - arxiv preprint arxiv:2205.00355, 2022 - arxiv.org
NLP-powered automatic question generation (QG) techniques carry great pedagogical
potential of saving educators' time and benefiting student learning. Yet, QG systems have …