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BD Spokes: SPOKE: SOUTH: Collaborative: Using Big Data for Environmental Sustainability: Big Data + AI Technology = Accessible, Usable, Useful Knowledge!

BD Spokes: SPOKE: SOUTH: Collaborative: Using Big Data for Environmental Sustainability: Big Data + AI Technology = Accessible, Usable, Useful Knowledge!
BD 发言:发言:南方:协作:利用大数据促进环境可持续发展:大数据人工智能技术 = 可获取、可用、有用的知识!
批准号:
1636848
负责人:
Ashok Goel
金额:
$75.46万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-10-01 至 2021-12-31

项目摘要

项目成果

Ashok Goel的其他基金

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中文摘要
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英文摘要
Protecting the environment is among the biggest challenges facing our society. As the effects of environmental degradation, global warming and climate change continue to grow, there is an increasingly urgent and critical need for research and education in biological diversity, ecological modeling and environmental sustainability. On one hand, professional and citizen scientists need ready access to large-scale biological, ecological and environmental data for modeling, simulation and analysis. On the other, college teachers and students in biology and ecology need to access large-scale data in a form meaningful to them. The various audiences will engage with big data in different ways and so a variety of knowledge-building tools are needed. This project brings together two dozen scientists from a dozen institutions in academia, government and industry to address the problem of translating big data into meaningful knowledge in support of research and education in environmental sustainability. Encyclopedia of Life (EOL) is the world's largest database of biological species and other biodiversity information. EOL also works closely with scores of other biodiversity datasets such as BISON, GBIF, and OBIS. This project seeks to make EOL and related biodiversity data sources accessible, usable, and useful, by integrating extant artificial intelligence tools for information extraction, modeling and simulation, and question answering. The focus of this project will be on the data engineering required for this integration and construction of a resulting EOL+ system. The project team will provide access to EOL+ such that users can build their own tools and services on top of EOL+. The team will work with the NSF South Big Data Hub to organize yearly workshops for building and supporting a community of users of EOL+. Professional and citizen scientists, and teachers and students alike, will be able to access EOL+ through NSF's South Big Data Hub webportal, and use it for modeling and analysis, explanation and prediction, as well as education and workforce development in biological diversity, ecological modeling and environmental sustainability.
期刊论文(6)
专著(0)
科研奖励(0)
会议论文
Guiding Parameter Estimation of Agent-Based Modeling Through Knowledge-based Function Approximation
通过基于知识的函数逼近指导基于代理的建模参数估计
DOI: --
发表时间: 2021
期刊: Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021
影响因子: --
作者: [Broniec, W.]
通讯作者: Broniec, W.
DOI: 10.1007/978-3-030-52240-7_4
发表时间: 2020-06-10
期刊: Artificial Intelligence in Education
影响因子: --
作者: [An S, Bates R, Hammock J, Rugaber S, Weigel E, Goel A]
通讯作者: Goel A
Effects of Guidance on Learning about Ill-defined Problems
指导对学习不明确问题的影响
DOI: 10.1007/978-3-031-09680-8_28
发表时间: 2022
期刊: Proceedings of the 18th International Conference on Intelligent Tutoring Systems.
影响因子: --
作者: [An, S.]
通讯作者: An, S.
Cognitive Strategies for Parameter Estimation in Model Exploration
模型探索中参数估计的认知策略
DOI: --
发表时间: 2021
期刊: Proceedings of the 43rd Annual Conference of the Cognitive Science Society
影响因子: --
作者: [An, S.]
通讯作者: An, S.
AI Institute for Adult Learning and Online Education (ALOE)
  • 批准号:
    2247790
  • 项目类别:
    Cooperative Agreement
  • 资助金额:
    $1999.04万
  • 财政年份:
    2022
  • 负责人:
    Ashok Goel
  • 依托单位:
RI: Doctoral Student Consortium at the Seventh International Conference on Computational Creativity
  • 批准号:
    1740420
  • 项目类别:
    Standard Grant
  • 资助金额:
    $1.0万
  • 财政年份:
    2017
  • 负责人:
    Ashok Goel
  • 依托单位:
RI: Doctoral Student Consortium at the Twenty Fourth International Conference on Case-Based Reasoning
  • 批准号:
    1637547
  • 项目类别:
    Standard Grant
  • 资助金额:
    $1.0万
  • 财政年份:
    2016
  • 负责人:
    Ashok Goel
  • 依托单位:
RI: Doctoral Student Workshop at the Third Annual Conference on Advances in Cognitive Systems
  • 批准号:
    1536084
  • 项目类别:
    Standard Grant
  • 资助金额:
    $1.0万
  • 财政年份:
    2015
  • 负责人:
    Ashok Goel
  • 依托单位:
海外基金