Markov graph-based approaches for recommendation systems: an application to the movie domain
Bernardini, Margherita (A.A. 2024/2025) Markov graph-based approaches for recommendation systems: an application to the movie domain. Tesi di Laurea in Data analysis for business, Luiss Guido Carli, relatore Alessia Caponera, pp. 31. [Bachelor's Degree Thesis]
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Abstract/Index
Markov graphical models. Introduction on graphical models. Directed graphical models-Bayesian networks. Markov chains. Undirected graphical models-Markov networks. “Where to next? A dynamic model of user preferences”. Preference transition model (PTM). Relation with Markov graphical models. Model application-movielens project.
References
Bibliografia: p. 31.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Management and Computer Science, English language (L-18) |
| Chair: | Data analysis for business |
| Thesis Supervisor: | Caponera, Alessia |
| Academic Year: | 2024/2025 |
| Session: | Autumn |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 14 May 2026 08:42 |
| Last Modified: | 14 May 2026 08:42 |
| URI: | https://tesi.luiss.it/id/eprint/45722 |
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