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Improving Information Retrieval with Machine Learning

Improving Information Retrieval with Machine Learning
通过机器学习改进信息检索
批准号：
46392-2012
负责人：
Ling, Charles
金额：
$2.48万
依托单位：
University of Western Ontario
依托单位国家：
加拿大
项目类别：
Discovery Grants Program - Individual
财政年份：
2012
资助国家：
加拿大
项目状态：
已结题
起止时间：
2012-01-01 至 2013-12-31
来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=508344
关键词：
ImprovingInformationRetrievalMachineLearning

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中文摘要
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英文摘要
Information retrieval (IR) systems including various search engines have played important roles in our life. They include general web search engines (such as Google), vertical search engines (such as product search in Amazon.com), specific media search (such as image search), and so on. In the past years I have made fruitful and significant contributions in several important areas of machine learning. The objectives of this research program are to expand my research in machine learning, and leverage it to improve the performance and user experience of IR systems for people to easily obtain highly accurate and useful information.
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SCIENCE CHINA Information Sciences