arXiv:2503.14937cs.DBcs.LG2025-03

汇聚意大利大数据与数据科学领域产学研成果,聚焦数据空间与大模型应用。

Proceedings of the 3rd Italian Conference on Big Data and Data Science (ITADATA2024)

  • 汇集意大利学界与产业界在大数据全链路技术的最新研究。
  • 覆盖数据治理、处理生命周期及医疗金融等场景落地实践。
  • 适合关注数据科学应用与跨领域协作的研究者与从业者。

2024年意大利大数据与数据科学会议(ITADATA2024)于9月17日至19日在意大利比萨举行,由意大利国家信息网络研究院(CINI Big Data National Laboratory)与国家信息技术研究所(ISTI CNR)联合支持。会议旨在汇聚来自学术界、工业界、政府及公共部门的科研人员与专业人士,共同探讨大数据与数据科学领域的前沿进展,涵盖数据治理、数据处理、数据分析、数据报告、数据保护等理论与实践问题,并包括实验研究与经验总结。本次会议重点聚焦数据空间、数据处理生命周期、机器学习与大语言模型、大数据在医疗、金融、工业5.0等领域的应用,以及数据科学在社交网络分析中的实践。

原文摘要 · Abstract (English)

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

大数据数据科学大模型数据治理

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