Proceedings of the 3rd Italian Conference on Big Data and Data Science (ITADATA2024), held in Pisa, Italy, September 17-19, 2024. The Italian Conference on Big Data and Data Science (ITADATA2024) is the annual event supported by the CINI Big Data National Laboratory and ISTI CNR that aims to put together Italian researchers and professionals from academia, industry, government, and public administration working in the field of big data and data science, as well as related fields (e.g., security and privacy, HPC, Cloud). ITADATA2024 covered research on all theoretical and practical aspects of Big Data and data science including data governance, data processing, data analysis, data reporting, data protection, as well as experimental studies and lessons learned. In particular, ITADATA2024 focused on - Data spaces - Data processing life cycle - Machine learning and Large Language Models - Applications of big data and data science in healthcare, finance, industry 5.0, and beyond - Data science for social network analysis

翻译：本论文集收录了第三届意大利大数据与数据科学会议（ITADATA2024）的学术成果，会议于2024年9月17日至19日在意大利比萨举行。意大利大数据与数据科学会议（ITADATA2024）是由CINI大数据国家实验室与ISTI CNR支持的年度盛会，旨在汇聚来自学术界、工业界、政府及公共管理部门的意大利研究人员与专业人士，共同探讨大数据与数据科学及相关领域（如安全与隐私、高性能计算、云计算）的前沿进展。ITADATA2024涵盖了大数据与数据科学的所有理论与应用层面，包括数据治理、数据处理、数据分析、数据报告、数据保护，以及实验研究与经验总结。会议特别聚焦以下主题：- 数据空间 - 数据处理生命周期 - 机器学习与大语言模型 - 大数据与数据科学在医疗健康、金融、工业5.0等领域的应用 - 面向社交网络分析的数据科学方法