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Recommender Systems and Personalized User Experience

Oggetto:

Recommender Systems and Personalized User Experience

Oggetto:

Academic year 2023/2024

Course ID
INF01
Teachers
Noemi Mauro (Titolare del corso)
Fabiana Vernero (Titolare del corso)
Degree course
PhD in Computer Science
Teaching period
Ciclo di incontri
Type
A scelta dello studente
Credits/Recognition
6
Course disciplinary sector (SSD)
INF/01 - informatics
Delivery
Tradizionale
Language
Inglese
Oggetto:

Sommario del corso

Oggetto:

Program

In this PhD course, we plan to make an overview of user modeling and recommender systems models and their impact on the user experience.

We will examine different recommendation algorithms and their offline and online evaluation.
We will also talk about different methods to visualize the recommendation results through explanation and justification models, so as to make user interaction smoother and engaging.

This is in line with the Human-Centered AI topic where not only the recommender system results are important but also the perception of the recommendations by the users.
We will complete our course with a discussion of novel trends in this area. 

Oggetto:

Course delivery

Frontal lessons (with slides) in the following days:

To be defined

Suggested readings and bibliography



Oggetto:

Class scheduleV

Lessons: from 30/03/2023 to 01/06/2023

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