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Ludovico Boratto

Research scientist

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Day: July 25, 2023

Ranking systems

A Robust Reputation-based Group Ranking System and its Resistance to Bribery

Non-personalized ranking systems that average the ratings of individual users are prone to attacks associated with bribing. Grouping users according to their preferences and weighting the average by the reputation of the users allows to generate more personalized rankings. These rankings are also less prone to attacks. In a paper published in the ACM Transactions …

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About me

I am a research scientist with a background on Information Retrieval. Most of my research involves discovering patterns in user behavior, to provide useful information to the users. I have worked on recommender systems, clustering algorithms, social media analysis, and natural language processing.

My current research interests focus on algorithmic bias on the Web, to generate fair and non-discriminating rankings.

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