课题基金 / 基金详情

EAGER: Discovering Knowledge from Scientific Research Networks

EAGER: Discovering Knowledge from Scientific Research Networks
EAGER:从科学研究网络中发现知识
批准号:
1144061
负责人:
Alok Choudhary
金额:
$25.6万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2011
资助国家:
美国
项目状态:
已结题
起止时间:
2011-09-01 至 2014-08-31

项目摘要

项目成果

Alok Choudhary的其他基金

相似基金

相关文献

中文摘要
翻译
点击翻译按钮获取中文摘要
英文摘要
Advancement in scientific research and discovery process can be significantly accelerated by mining and analysis of scientific data generated from various sources. In addition to the experimental data produced from simulations and observations, there is another category of scientific data; namely, scientific research and process data, such as the discussions and outcomes of complete and in-progress research projects, in the form of technical reports, research papers, discussion forums, mailing lists, research blogs, etc, and the connections between research activities. This data can be analyzed to discover many important features valuable not only for scientific discovery, but also for making the discovery process more effective, efficient, and productive. Furthermore, discovering?virtual communities? with similar needs, interests, and requirements can suggest potential collaborations, software tools, etc. This project develops an infrastructure called DiscKNet (Discovering Knowledge from Scientific Research Networks) to mine the enriched scientific research network for emerging trends, new research areas, potential collaborations, etc. It entails constructing a scientific research network based on scientific publications, discussion forums, mailing lists, reportsfrom supercomputing centers, research blogs, conference pages and common interest groups in social media such as Facebook and Twitter, etc. The design, development, and application of data mining techniques on this network lead a scientific discovery process through the identification of high impact tools and techniques, trends and usage patterns in supercomputing center activity, common issues with software tools, and potential fruitful scientific collaboration opportunities. The project provides a platform for scientists, experimentalists, research centers to build new communities. For education it assists professors, educators, researchers to find the right groups for current discussion and future collaboration.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
EAGER: XAISE: Explainable Artificial Intelligence for Science and Engineering
  • 批准号:
    2331329
  • 项目类别:
    Standard Grant
  • 资助金额:
    $30.0万
  • 财政年份:
    2023
  • 负责人:
    Alok Choudhary
  • 依托单位:
SHF: Medium: Collaborative Research: Scalable Algorithms for Spatio-temporal Data Analysis
  • 批准号:
    1409601
  • 项目类别:
    Standard Grant
  • 资助金额:
    $70.93万
  • 财政年份:
    2014
  • 负责人:
    Alok Choudhary
  • 依托单位:
EAGER: Scalable Big Data Analytics
  • 批准号:
    1343639
  • 项目类别:
    Standard Grant
  • 资助金额:
    $30.0万
  • 财政年份:
    2013
  • 负责人:
    Alok Choudhary
  • 依托单位:
Travel Support for Workshop: Reaching Exascale in this Decade to be Co-Located with International Conference on High-Performance Computing (HiPC 2010)
  • 批准号:
    1043085
  • 项目类别:
    Standard Grant
  • 资助金额:
    $2.4万
  • 财政年份:
    2010
  • 负责人:
    Alok Choudhary
  • 依托单位:
海外基金