Artificial Intelligence For Education

If you are interested in LSA Department’s work in AIED including potential collaborations and partnerships, please contact Assistant Head and Chairperson, LSA AIED Taskforce, Dr Farhan Ali.

Courses

Master's and Leadership Programmes

Professional Development Courses

AIED Professional Development Courses.

Certificate in AI for Education

LSA leads NIE’s new Certificate in AI for Education which will start in July 2025.

If you are interested in our Professional Development courses, please contact [email protected]

Research and Development Projects

AI for Special Education: Author Asst/P Farhan Ali

There is potential for artificial intelligence to contribute to special education, particularly in supporting personalized interventions and improving wider well-being outcomes. To this end, Asst/P Farhan Ali and his PhD student Amanda Tan, who is also an educational therapist, led two published projects in collaboration with Prof Kenneth Poon and team from the NIE Centre for Research in Child Development. Tan et al. (2025). Subjective well‐being of children with special educational needs: Longitudinal predictors using machine learning. Applied Psychology: Health and Well‐Being. Tan et al. (2025). Predicting literacy intervention responsiveness using semi-supervised machine learning. Research in Developmental Disabilities.

Open emotion learner modeling to improve machine predictions and improve human metacognition: PI: Asst/P Tanmay Sinha (LSA) co-PI: Asst/P Dr. Wei Xing Toh (SSS) collaborator: Dr. Elizabeth Koh (CRPP)

The project aims to kill two birds with one stone – improve emotionally-aware AI as well as students’ self-regulated learning – by creating open learner models (OLMs) where emotional predictions can be refined with human feedback. Different interaction designs for OLMs to enhance emotional awareness and regulation in education will be tested.

PhET-style simulations to promote AI literacy: PI: Asst/P Tanmay Sinha (LSA) co-PI: Dr. Peter Seow (CRPP), Prof David Hung (LSA)

The project aims to develop a curated library of interactive, high-quality web-based resources for teachers following an explore-then-instruct pedagogy that puts NIE at the forefront of AI literacy.

GenAI in Action: Transforming Analytics Course in Business Education : PI: Asst/P Qiujie Li (LSA) co-PIs: Asst/P Tanmay Sinha (LSA), Asst/P Qinshen Tang (NBS)

The project aims to integrate GenAI into problem-based learning for business education as means to foster student-centered learning, where students lead the investigation of complex and uncertain problems and teacher facilitate the process through prompting techniques and worked examples.

An investigation on the efficacy of redesigning learning assessments with Gen AI: PI: Dr. Kumaran Rajaram (NBS) co-PI: Asst/P Tanmay Sinha (LSA)

The project aims to develop innovative formative assessments that use genAI to provide deliberate critiquing opportunities for students and assess their impact on learning across interdisciplinary courses at NBS and NIE.

NIE x RI collab on generative AI for STEM assessment (Developed by Asst/P Farhan Ali (LSA), Joonhyeong Park (NSSE), Kuang-Wen Chan (RI))

This project comprehensively assesses large language models for their capabilities in generating advanced high school assessment items in various STEM subjects. The project involved collaboration between NIE researchers from LSA and NSSE and a group of teachers from Raffles Institution. The work is published in Chan et al. (2025): https://doi.org/10.1016/j.caeai.2024.100344

TeacherGAIA (Developed by: Asst/P Farhan Ali)

TeacherGAIA is a generative-AI chatbot developed by LSA to support diverse forms of student-centered learning. It is currently in use in numerous MOE schools with free accounts for teachers and students. More information about the design and prompt engineering can be found in Ali et al. (2023), https://www.tandfonline.com/doi/abs/10.1080/23735082.2023.2258886

AI-Empowered Analytics on Gesture (Developed by: A/P Chen Wenli and Miss Lyu Qianru)

This research explores how students apply bodily engagement for computer-supported collaborative learning (CSCL). We have utilized MediaPipe, a machine learning model, to analyze video files and extract moment-by-moment body landmarks. This approach allows us to understand and visualize how students use hand movements and body gestures during collaborative learning activities.

AI-Empowered Analytics on Joint Attention (Developed by: A/P Chen Wenli and Miss Lyu Qianru)

In another research, we employed AI-Empowered Analytics on Joint Attention analysis. This research examines how students apply joint attention, specifically synchronized gazing detection, for collaborative learning. By using machine learning models such as YOLOv7 for gazing detection and object detection, we analyze video files to capture moment-by-moment gazing and object detection. This method provides a precision level of 60% to 89%.

LLMs Chatbot Proof-of-Concepts (Developed by: A/P Tan Seng Chee and Ms Tan Yee Yin)

Six different proof-of-concepts chatbots that explore and exemplify teaching and learning from, with, about, and beyond AI.

ARCHE 2.0 (PI: Asst/P Wen Yun)

An AI-powered seamless Chinese vocabulary learning system for young learners. For more information, please contact Asst/P Wen Yun.

Students' AI-Augmented Thinking, Academic Performance and Emotions During Problem Solving. (PI: Asst/P Zhu Gaoxia)

This project aims to understand students’ thinking processes when programming with the supported of generative AI or not; and examine What factors will impact AI-augmented thinking?

Embodied Learning Companions as An Experimentation Platform for Scaffolding in the Learning Sciences. (PI: Asst/P Tanmay Sinha)

Learning companions, implemented as 2-D/3-D virtual characters, can evoke trust with human-like shape and form (appearance realism). Provide multimodal adaptive support based on inferring multimodal student behaviors (behavior realism).

AARA-DA: AI Powered Avatar, Adaptive Progression and Remediation Analytics for Dyscalculia

AARA-DA is a neuroscience-informed mathematics Fractions games powered by a VR teacher/caregiver avatar that is trained to provide personalized cognitive and affective care for learners between the ages of 7 - 13.

Introduction to Data Literacy (Workshop: Asst/P Tanmay Sinha)

Asst/P Tanmay Sinha has been carrying out a recurring workshop along with Dr. Karen Khor (CRPP) for Singapore teachers (March 2025, June 2025, November 2025) focused on cultivating skills associated with data literacy and the dispositions to meaningfully engage with human-generated and AI-generated data for optimizing classroom orchestration.

Responsible human-AI collaboration for impactful research practices (Keynote: Asst/P Tanmay Sinha)

Asst/P Tanmay Sinha presented a keynote at the 12th Mid-year Accounting Teachers’ International Conference (MYATIC), Cambodia, October 2025, focusing on critical sensemaking with AI tools for literature review, quantitative / qualitative data analyses, and tailored research communication.

AI-enhanced pedagogical design in tertiary education (Keynote: Asst/P Tanmay Sinha)

Asst/P Tanmay Sinha presented a keynote at the ASEAN Regional AI Forum, 17th ASEAN Accounting Education Workgroup Meeting, Cambodia, October 2025, where he shared practical ways to leverage on GenAI's flaws to deliberately design instructional opportunities in higher education classrooms.

Curiosity and 21st Century Competencies: Role of Generative AI (Keynote: Asst/P Farhan Ali)

Assistant Professor Farhan Ali delivered an invited keynote talk titled “Curiosity and 21st Century Competencies: Role of Generative AI” at a university conference in the Faculty of Education, Chulalongkorn University in Thailand on 22 May 2025, attended by ~100 faculty members and teachers. Subsequent to the keynote talk, he also ran a 4-hr workshop for ~30 faculty members on the use of Gen AI to enhance student learning.

Does good AI equal good AIED? Fundamental requirements for AI-based augmentation to be impactful for learning (Keynote: Asst/P Tanmay Sinha)

Asst/P Tanmay Sinha delivered three impactful AI keynotes at - #1. Innovations in Teaching and Learning (iTL) Conference, AWS Asia Pacific Hub, Singapore, October 2025, #2. Nanyang Polytechnic (NYP) Education Seminar on “Teaching the Skills That AI Can’t: Reimagining Learning in an AI-Pervasive Future”, Singapore, October 2025, #3. AI in Education Forum (AI by Teachers, for Learners), NIE, NTU Singapore, June 2025

Launch of the Global AI Nexus of Schools and involvement of A/P Chen Wenli and A/P Kelvin Tan

The Global AI Nexus of Schools was launched in Singapore on 4 Aug 2025. It unites 23 schools from seven countries to advance ethical, human-centred AI in education. Supported by OECD, it fosters frontier projects and global learning communities on AI and assessment reform, with expertise from A/P Chen Wenli and A/P Kelvin Tan.

AI for 21CC: Collaborative Problem Solving Diagnosis among Secondary School Students using Multimodal Audio Data (Developed by: Mr Kester Wong)

This study, published in the 26th International Artificial Intelligence in Education (AIED) Conference, discusses how multimodal audio data from students' conversations (aged 14 - 15 years) can be used to perform Collaborative Problem Solving (CPS) diagnosis. This paper was recognised and awarded the ‘Best Student Paper’ at the conference.

Enhancing Young Language Learners’ Agency through AI-Powered Multimodal Feedback

Invited by the International Conference on Future Language Learning (ICFULL 2025) AND the Global and Local Conference on Computer-Assisted Language Learning (GLoCALL 2025), Asst/Prof Wen Yun delivered a speech titled “Enhancing Young Language Learners’ Agency through AI-Powered Multimodal Feedback” on 24 May 2025.

Transforming Language Learning through AI

Asst/Prof Wen Yun was invited to join the panel discussion on “Transforming language learning through AI” hosted by China Daily took place at the Learning and Teaching Expo (LTE) 2024, held at the Hong Kong Convention and Exhibition Centre.

Human-centered AIED for whole person development: Learning Sciences perspectives

A/P Chen Wenli delivered an invite speech titled “Human-centered AIED for whole person development: Learning Sciences perspectives” at 2nd Chinese Society of Education Annul Conference in Hong Kong on 11 July 2025.

Techno-Pedagogical Design of Human-AI Collaboration in University of Hong Kong

A/P Chen Wenli delivered an invited talk on Techno-Pedagogical Design of Human-AI Collaboration in University of Hong Kong on 9July 2025.

Innovative Learning Practices leveraged by AI technologies

A/P Chen Wenli delivered an invited talk titled ”Innovative Learning Practices leveraged by AI technologies at the 2nd International Conference on Education in Chiang Mai, Thailand on 4 July 2025.

Learners’ collaboration with AI to enhance feedback literacy

A/P Chen Wenli did a presentation titled “Learners’ collaboration with AI to enhance feedback literacy” at International Society of Learning Sciences Annual Meeting 2025 at Helsinki Finland in June 2025.

From AI to IA (Intelligence Augmentation): Empowering Learners through Human-Centered AI in Education

Invited by NTU's Institute for Pedagogical Innovation, Research & Excellence (InsPIRE), A/P Chen Wenli delivered a speech titled “From AI to IA (Intelligence Augmentation): Empowering Learners through Human-Centered AI in Education” at NTU Annual Learning and Teaching Conference 2025: From Good to Great. Nanyang Technological University Singapore on 27 May 2025.

AI for personalized learning in Singapore

Invited by Ministry of Education of Republic of Korea, A/P Chen Wenli spoke about AI for personalized learning in Singapore at APEC Global Education Reform Conference at Jeju, Korea on 12 Feb 2025.

AI for personalized learning: Perspectives from Singapore

Invited by Kyoto University, A/P Chen Wenli delivered an online speech on “AI for personalized learning: Perspectives from Singapore” at the International Conference on AI, Digital Textbooks and Educational Big Data in Asia 2025 on 12 Feb 2025.

The fascinating world of AI for education (Delivered by: Asst/P Tanmay Sinha

Faculty Development Program, CamEd Business School, Cambodia, January 2025

The fascinating world of AI for education (Delivered by: Asst/P Tanmay Sinha)

AICTE-ATAL Sponsored Faculty Development Program, Guru Gobind Singh Indraprastha University, India, December 2024

Harnessing AI for Science Education: The Importance of Pedagogical Framing. (Keynote: A/P Tan Seng Chee) - 5 Dec 24

This talk suggests pedagogical framing of using AI for science education as a critical component in AISE research and presents examples of pedagogical framing.

Learning from, Learning with, Learning about, and Learning beyond AI. (Keynote: A/P Tan Seng Chee) - 4 Nov 24

In this talk, Dr Tan will introduce other aspects of AIED, including learning with, learning about and learning beyond AI, which apply to both students and teachers.

AIED@NTU (Workshop: A/P Shanti Divaharan) - 4 Nov 24

This workshop introduces a proof-of-concept data- and AI-empowered learning environment that provides feedback to the instructors in the form of multimodal learning analytics.

Beyond The Hype: Challenges and Opportunities for Artificial Intelligence in Education (Invited Speaker: Asst/P Tanmay Sinha) - 4 Nov 24

AI for education is often oversold. Let's look at the real challenges of turning teaching wisdom into computer code and the potential of AI in helping students learn. I'll talk about what works, what doesn't, and where we should focus our collaborative efforts to make AI a truly helpful tool for teachers, students and researchers.

IEAN mini-summit 3 - Policy and Practice in A! Assessment (Singapore Representative: Dr Tay Hui Yong) - 15 Oct 24

AI - Policy and Practice Discussions as Countries Case Studies (Singapore, Norway and Wales)

Centre for Assessment & Evaluation (CAE): What Technology-Enabled Feedback Can Do For Us (Speaker: Dr Tay Hui Yong) - 19 -Sep 24

This session provided educators with practical strategies on how to leverage technology to enhance feedback process and improve student learning. Additionally, the session also discussed how the Singapore Teaching Practice (STP) could guide us in shaping feedback for learners.

Artificial Intelligence Literacy (Video lecture delivered by: A/P Chen Wenli) - Aug 24

A/P Chen Wenli recorded a video lecturer on AI for Education for NTU Postgraduate Research Interdisciplinary Collaborative Core course GP8000: Artificial Intelligence Literacy. This course is Compulsory for all PhD students (Aug 2024 Intake onwards) of NTU.

Singapore’s Practices and Cases of Innovative Uses of AI in Teaching and Learning: Experience and Insights. (Invited Panelist: A/P Tan Seng Chee) - 28 Aug 24

At the Global Education Innovation Summit (GEIS), more than 200 global education leaders, including scholars, ministers, vice ministers, education policymakers and experts, and international organizations officials will gather to share their experiences and examples of changes in teaching and learning methods.

Harnessing the Power of AI for Transformative Education: Empowering Singapore Schools with the Latest AI Tools. (Keynote: A/P Chen Wenli) - 5 Jul 24

A/P Chen Wenli delivered a keynote speech at W1 Cluster ICT Interest Group seminar on "Harnessing the Power of AI for Transformative Education: Empowering Singapore Schools with the Latest AI Tools" at Anglo-Chinese Junior College on 5 Jul 2024.

Revolutionizing Education: The Role of AI and Emerging Technologies in Shaping the Education of Tomorrow (Invited Panelist: A/P Tan Seng Chee) - 26 Jun 24

This session delves into the transformative potential of AI and emerging technologies in revolutionizing education. We will explore the challenges and opportunities these innovations bring, discussing strategies for fostering a tech-savvy workforce equipped to drive Asia-Pacific's competitiveness on the global stage.

AI Feedback: Moving Beyond the Hype to Integrating It Into a Coherent Feedback Pedagogy. (Author: Dr Tay Hui Yong) - 21 Jun 24

The advent of Artificial Intelligence (A.I.) has brought about more platforms to give automated instantaneous feedback to student writing. This paper reports on the use of one such platform in an after-school tuition program offered to students from financially disadvantaged families.

Human–AI Synergy for Future Learning (Editor: A/P Chen Wenli) - Mar 24

A/P Chen Wenli wrote an article titled “Human–AI Synergy for Future Learning” for SingTeach.

Empowering Education Through AI: Applications, Innovations and Challenges (online). (Keynote: A/P Tan Seng Chee) - 4 Mar 24

Keynote for A 'Sharqiyah University Centre for Language and Foundation Studies (ASU CLFS) 3rd International Symposium 2024, Demystifying the Role of AI in Teaching and Learning. ASU, Ibra, Sultanate of Oman.

Are we in the DEEP end? Using artificial intelligence to develop student feedback literacy. (Keynote: Ms Lin Rongchan - 9 Sep 23)

Language in Singapore Forum Series: Talking AI, Rethinking Humanity, Singapore University of Social Sciences, Singapore. Speaker: Ms Lin Rongchan

Using AI to enhance teaching, learning and assessment: With illustrative examples from Singapore primary and secondary Chinese language curriculum. (Authors: Ms Lin Rongchan and Ms Koh Li Yun Grace) - 23 Dec 23

Chinese Language Teaching in Singapore, 67, 12-21. (Published by CPDD, MOE, Singapore) Authors: Ms Lin Rongchan and Ms Koh Li Yun Grace

17th ASEF Classroom Network Conference on “Learning about AI and Learning with AI”, 11-15 Nov 2023. Manila, Philippines. (Invited Panelist: A/P Tan Seng Chee) - 11 Dec 23

For over two decades, the ASEF Classroom Network has been providing capacity-building opportunities for collaborative teaching and learning and a platform to explore the potential of cutting-edge EdTech tools and the integration of ESD in secondary, high, and vocational schools in Asia and Europe.

Transforming Education with Artificial Intelligence: Promises and Challenges. (Keynote: A/P Tan Seng Chee) - 1 Dec 23

Taiwan Association of Educational Communications and Technology (TAECT) Annual Conference, 1-2 Dec 2023, Taipei, Taiwan.