Thesis proposals

We offer a number of M.Sc. thesis proposals for POLIMI students. If you’re interested in a specific topic, reach out to the thesis advisor.

Proposals from M. Brambilla

Explainable AI (XAI)
- Explainability of CNNs
- Explainability of tabular data
- Human-in-the-loop Explainability
- Gamified Data Collection for NLP Explainability Tasks
- Gamified Approaches to Evaluate the Understandability of Explainations
Neuro-Simbolic AI
Data Science
- Combining Big Data, Data Engineering, and Data Science (ML, dataviz, NLP) for:
  - Societal challenges
  - Socio-political settings
  - Economy, ethics
  - News and disinformation
Gamification
ChatGPT for Software Engineering and Modeling
- Analyze the use, configuration, and features of ChatGPT
- Understand the strength and weaknesses of when generating answers to software questions
- Implement and analyze ChatGPT as generator of UML/IFML or BPMN models

M.Sc. Thesis Topics and Proposals @ Polimi Data Science Lab – 2024 – prof. Brambilla Marco from Marco Brambilla

Thesis Topics and Proposals @ Polimi Data Science Lab – 2023 – prof. Brambilla Marco from Marco Brambilla

Leveraging Large Language Models (chatGPT et al.) to detect and fact-check online misinformation
Detecting and modeling Coordinated Inauthentic Behavior on Meta platforms
Investigating conspiracy theories on TikTok and YouTube
Investigate political targeted advertisement on Meta (Facebook, Instagram) platforms

Here are the available theses projects. For a complete overview, please visit my personal page: Theses – Anna Bernasconi ⇢