AI & sustainability: the 22. century trends

Capelli, Camilla (A.A. 2022/2023) AI & sustainability: the 22. century trends. Tesi di Laurea in Artificial intelligence and machine learning, Luiss Guido Carli, relatore Giuseppe Francesco Italiano, pp. 50. [Bachelor's Degree Thesis]

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Introduction to the problem. What is sustainability? What is artificial intelligence? Can AI help achieve environmental sustainability? Potential contradictions between AI and sustainability. Sustainable development goals (SDG). What are the SDGs and why are so important? What people thought before SDGs? What can we say about SDG so far? What can be done according to the SDGs? My contribution to the SDGs. Fair index model overview. What is the goal? Dataset. Fair index model (in details). Data preparation. Binary classification model. Multi-labelled model. Assessing the performance of the model.Results. How could we rank firms according to their communication on SDGs?


Bibliografia: pp. 49-50.

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: Artificial intelligence and machine learning
Thesis Supervisor: Italiano, Giuseppe Francesco
Academic Year: 2022/2023
Session: Summer
Deposited by: Alessandro Perfetti
Date Deposited: 26 Sep 2023 15:19
Last Modified: 26 Sep 2023 15:19


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