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Recommender Systems and Personalized User Experience
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Recommender Systems and Personalized User Experience
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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
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Sommario del corso
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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.
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Course delivery
Frontal lessons (with slides) in the following days:
To be defined
Suggested readings and bibliography
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Class schedule
Lessons: from 30/03/2023 to 01/06/2023
- Enroll
- Open
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