GianFederico Poli

GianFederico Poli

CS 4 AI - Data Anlayst

Publications

Master Thesis: A Personal Assistant for Healthy and Sustainable Food Recommendations

Published in AlmaLaurea, 2024

This thesis details the implementation of a recommendation system for healthy recipes, integrated into a chatbot. The system emphasizes persuasive explanations aimed at motivating users to adopt healthier eating habits. The chatbot collects user preferences, nutritional goals, dietary restrictions, and other relevant data to generate personalized recipe recommendations. It employs tailored persuasive explanations to highlight the nutritional values of recommended recipes and encourage healthier choices.

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Bachelor Thesis: Big Data Management Techniques for Predictive Marketing

Published in AlmaLaurea, 2021

The thesis analyzes the phenomenon of Big Data from a business perspective, contextualizing it within the framework of predictive marketing. It outlines the characteristics of Big Data, its strengths, weaknesses, opportunities, and threats, providing real-world examples. The thesis defines the integration of Big Data within corporate mechanisms, examines the techniques employed by highly successful companies, and introduces new roles necessary to fully leverage the information derived from Big Data. The aim is to offer the possibility of a competitive advantage in the business context.

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