Thesis proposals
M.Sc. thesis proposals for POLIMI students
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
- Combining Big Data, Data Engineering, and Data Science (ML, dataviz, NLP) for:
- 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
Proposals from F. Pierri
- 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
- Studying adolescents’ usage of social media through digital data donations
Proposals from A. Bernasconi
Theses – Anna Bernasconi ⇢
- Analysis of convergent evolution in SARS-CoV-2 impacting anti-viral therapies
- Warning system for viral genomic surveillance in public health contexts
- A data-driven approach for storing and analyzing Causal Loop Diagrams
- Extending and applying topic modeling with Multi-Label Topic Models
- Building user interfaces for dynamic topic modeling visualization and exploration
- User validation studies for domain-specific search systems
- Design and implementation of a unifying FAIR repository for genomic tracks