Artificial Intelligence (AI) is revolutionizing the analysis of social data, providing new tools to understand behaviors, opinions, and collective dynamics. This thesis explores the effectiveness of AI, particularly large language models (LLMs), in interpreting social data compared to human capabilities. Through the examination of recent studies, it is shown that while LLMs can replicate some human decisions in classic social experiments, their understanding of social dynamics remains limited to basic levels of social intelligence.
L’intelligenza artificiale (IA) sta rivoluzionando l’analisi dei dati sociali, offrendo nuovi strumenti per comprendere comportamenti, opinioni e dinamiche collettive. Questa tesi esplora l’efficacia dell’IA, in particolare dei modelli di linguaggio di grandi dimensioni (LLM), nell’interpretazione di dati sociali rispetto alle capacità umane. Attraverso l’esame di studi recenti, si evidenzia che, sebbene gli LLM possano replicare alcune decisioni umane in esperimenti sociali classici, la loro comprensione delle dinamiche sociali è limitata a livelli basilari di intelligenza sociale .
"Tecnologie e Tradizione: Un Confronto tra l'Analisi dei Dati Sociali tramite Intelligenza Artificiale e Metodi Umani”
MARTELLO, LORENZO
2025/2026
Abstract
Artificial Intelligence (AI) is revolutionizing the analysis of social data, providing new tools to understand behaviors, opinions, and collective dynamics. This thesis explores the effectiveness of AI, particularly large language models (LLMs), in interpreting social data compared to human capabilities. Through the examination of recent studies, it is shown that while LLMs can replicate some human decisions in classic social experiments, their understanding of social dynamics remains limited to basic levels of social intelligence.| File | Dimensione | Formato | |
|---|---|---|---|
|
ElaboratoFinaleLorenzoMartello.pdf
accesso aperto
Dimensione
460.38 kB
Formato
Adobe PDF
|
460.38 kB | Adobe PDF | Visualizza/Apri |
The text of this website © Università degli studi di Padova. Full Text are published under a non-exclusive license. Metadata are under a CC0 License
https://hdl.handle.net/20.500.12608/117978