Challenges and Opportunities in Scientific Data Discovery and Reuse in the Data Revolution: Harnessing the Power of AI

数据革命中科学数据发现和重用的挑战和机遇：利用人工智能的力量

• 批准号: 1839014
• 负责人: Nicholas Nystrom
• 金额: $ 5万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2018
• 资助国家: 美国
• 起止时间: 2018-10-01 至 2019-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1839014&HistoricalAwards=false
• 关键词: Challenges; Opportunities; Scientific; Data; Discovery

The volume and heterogeneity of scientific data goes beyond a researcher?s ability to find relevant data, make different formats interoperable, and deal with difficult ontological and language issues. Progress requires bringing together experts in data curation with experts in Artificial Intelligence (AI) to begin a dialog and collaboration on AI tools to span the gap between data and its reuse. The PIs will organize the conference "Challenges and Opportunities in Scientific Data Discovery and Reuse in the Data Revolution: Harnessing the Power of AI"; the objective is to bring together diverse stakeholders including research librarians and data managers, the AI community, and users and consumers of scientific data to dialog around critical places in the data lifecycle where AI could be groundbreaking. This project is supported by the National Science Foundation?s Public Access Initiative which is managed by the NSF Office of Advanced Cyberinfrastructure on behalf of the Foundation.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

科学数据的数量和异质性超出了研究人员的范围？的能力，找到相关的数据，使不同的格式互操作，并处理困难的本体和语言问题。进步需要将数据管理专家与人工智能（AI）专家聚集在一起，开始关于AI工具的对话和合作，以跨越数据及其重用之间的差距。 PI将组织“数据革命中科学数据发现和重用的挑战与机遇：利用人工智能的力量”会议;目标是汇集不同的利益相关者，包括研究图书馆员和数据经理，人工智能社区以及科学数据的用户和消费者，围绕数据生命周期中人工智能可能具有突破性的关键位置进行对话。 这个项目是由国家科学基金会资助的。该奖项反映了NSF的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。

项目成果

Editorial: Artificial Intelligence for Data Discovery and Reuse Demands Healthy DataEcosystem and Community Efforts

社论：用于数据发现和重用的人工智能需要健康的数据生态系统和社区的努力

• 发表时间: 2019
• 期刊: Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse
• 作者: Wang, Huajin;Webster, Keith
• 通讯作者: Webster, Keith