Responsible AI Integration into Deterministic Online Mathematics Assessment

Authors: Dogbalou Motognon, David Stern, Danilo Lewanski, Michele Panchera

Description: This talk explores responsible AI integration in deterministic online mathematics assessment to support the design and development of AI tools using STACK assessment, promoting adaptive mathematics learning through predictive analytics, AI-generated feedback, and adaptive practice tailored to individual lecturers’ and students’ needs, while preserving transparency, fairness, and reliability.

Presentation Link:

Event: Scoping Workshop by CAMEL – K-12 Math Education

Virtual/International Workshop

Organizer: Collaboratory to Advance Math Education and Learning (CAMEL)
Dates: 23–24 July 2024

Theme 1:
What are the major research questions and issues that must be addressed to advance K-12 math learning and education through innovative uses of data science, data practices, technology, and AI?

Theme 2:
How can we build a data-sharing ecosystem that leverages data science, better data practices, technology, and AI to support new directions in improving K-12 mathematics learning and education?

Description:
Selected to participate in a high-level international workshop exploring the future of K-12 mathematics education, focusing on the integration of data science, innovative technology, and artificial intelligence into teaching and learning practices.

Event: ICTP Advanced School on Applied Machine Learning (2024)

Date: 27 May – 1 June 2024
Location: ICTP, Trieste, Italy
Role: Selected Participant

Description:
Selected to attend an intensive advanced school focused on applied machine learning, covering modern ML techniques, deep learning, optimization methods, and practical scientific applications.

Professional Training — January to February 2024

Training Title: Uncertainty Estimation in Machine Learning
Type: Specialized Training / Professional Development
Duration: January – February 2024
Role: Attendee

Description:
Participated in a focused training program on uncertainty estimation techniques in machine learning, covering probabilistic models, Bayesian inference, predictive uncertainty, and reliability evaluation for ML systems.

Seminar Attendee — Online/Italy

Seminar Title: Consciousness and the Laws of Learning
Series: Spotlight Seminars Series – Italian Association for Artificial Intelligence
Date: 29 April 2024

Conference Presentation — Amberg, Germany

Title: STACK Assessment Supported Flipped Learning Model of Undergraduate Mathematics in African Universities: A Theoretical Exploration
Event: International Meeting of the STACK Community 2024
Location: OTH Amberg-Weiden, Amberg, Germany
Date: March 2024
Presenter: Motognon Wastalas Dogbalou

Event Link:
🔗www.oth-aw.de/forschung/forschungsprofil/forschungs-und-entwicklungsprojekte/ideal/international-meeting-of-the-stack-community-2024/

Invited Seminar Presentation — Trieste, Italy

Title: Enhancing Math Education with Adaptive Learning in STACK: Addressing Students’ Profiles through STACK Integration
Event: MERGE – STACK Technology Seminar Series
Presenter: Motognon Wastalas Dogbalou
Date: 23rd April 2024
Location: University of Trieste, Trieste, Italy

Presentation Link:
🔗www.canva.com/design/DAGDL_tHHj8/q7nYwKlJyHxL-gCAIwQPLQ/edit?utm_content=DAGDL_tHHj8&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton

Attending 2022 STACK Workshop

Event: ICTP–EAUMP School on Mathematical Programming and Algorithms (2022)

Participated in an intensive international school focused on Mathematical Programming, Optimization Techniques, and Algorithmic Approaches, organized in partnership with ICTP, EAUMP, and CIMPA.

Coordinators: Balázs Szendrői (University of Oxford, UK)

2019 – Oral Presentation

Optimization Problems via Hermite Polynomials with Gaussian Noise Space

2ⁿᵈ Research & Innovation Symposium, Strathmore University, Kenya.

2019 – Conference Presentation

Title: Infinite Dimensional Stochastic Optimal Control Problems and its Application to Insurance
Conference: 14th JKUAT Scientific, Technological and Industrialisation Conference
Date: 14–15 November 2019
Location: JKUAT Main Campus, Juja, Kenya