第142回計算科学コロキウムを開催いたします。多数のご来聴をお待ちしております。
講演タイトル: AI for Personalized Education
講演者: Prof. Mukesh Mohania (IIIT Delhi, India)
日時: 2024年6月18日（火） 13:30-14:30 14:30-15:30 （時間変更）
場所: 計算科学研究センター 国際ワークショップ室 総合研究棟B 911-2ゼミ室 （場所変更）
言語: 英語
要旨:
Online courses and learning systems have gained tremendous popularity over the last few years. While their ease of access and availability make them a very useful medium for knowledge sharing and learning, they do not keep the learners and their learning abilities in mind. The “one size fits all” approach to learning content and the question paper does not work in a large virtual classroom consisting of diverse students with different skill profiles, learning styles, aptitude and capabilities. In a traditional classroom, teachers who interact closely with students are in a position to evaluate the pace and depth of the curriculum being taught and can also suggest learning content to students not being able to cope with the general classroom teaching. Such suggestions and guidance are absent in current online learning systems. In this talk, we aim to address how AI can help in (1) making content smarter through learning content analytics and automatic content tagging, (2) generating the diverse, but semantically related, questions for evaluating the students’ knowledge, (3) assisting in short answers evaluation, and finally (4) understanding the students’ learning style/capacity through learning data analytics, thus enabling the adaptive and personalized education on Big Data platform.
Brief Biography:
Mukesh Mohania joined IIIT Delhi as a Professor in November 2019. He served as a Dean (Innovation, Research and Development) from July 2020-June 2023 at IIIT Delhi. Prior to joining the IIITD, he has held senior technical roles in IBM Research in India and Australia. He served as a Chief Architect of IBM Watson Education. His innovations center on AI for Education, Information (structured and unstructured
data) integration, and developing complex systems and applications in these areas, particularly in Education and Financial sectors. Over the course of his career, he has led a succession of successful projects that produced technology and products in use across the industry today, as well as influential and frequently cited technical work and patents. He holds 60+ granted patents and published 120+ technical papers in International Conferences and has widely participated in Industry forums. For these accomplishments, IBM recognized him as an “IBM Distinguished Engineer” (2013), “Master Inventor” (2009), “Member of IBM Academy of Technology” (2010), “Best of IBM” (2014). He has received several IBM corporate and research level awards, such as, “Excellence in People Management”, “Outstanding Innovation Award”, “Technical Accomplishment Award”, “Leadership By Doing”, and many more. He is a founding project director of DST sponsored Technology Innovation Hub (TIH) on ‘Cognitive Computing and Social Sensing’ at IIIT Delhi and received Rs100Cr (USD12M) for 2021-2025. He has held several visible positions, like ACM Distinguished Scientist (2011-), DASFAA Industrial Track co-chair (2024), VLDB Conference Organizing Chair (2016), DASFAA General- co-chair (2022), ER PC co-chair (2022), ACM India Vice-President (2015-17), ACM Distinguished Service Award Committee chair (2017-2018), Adjunct Professors/Industrial R&D board at various top universities in India and Australia, and many more, and has received IEEE Meritorious Service Award and ACM Outstanding Service Award.
世話人：天笠俊之