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企业信息检索中的研究挑战

Research Challenges in Enterprise Information Retrieval
课程网址: http://videolectures.net/solomon_ghani_rceir/  
主讲教师: Rayid Ghani
开课单位: 埃森哲技术实验室
开课时间: 2008-04-19
课程语种: 英语
中文简介:
信息检索是每项业务中知识管理系统的主要组成部分,但是当今IR中进行的大多数研究都集中在Web上,而不是在业务的需求和挑战上。这主要是由于学术研究人员可以从Web上获得数据,以及对Web IR的了解,因为我们所有人都是消费者,并且可以与该领域相关。相比之下,对于企业信息检索而言,大多数研究人员都无法获得数据,并且对于不是该系统日常用户的人们来说,挑战和需求并不明显。在本次演讲中,我将指出该领域的一些挑战,向信息检索,自然语言处理,机器学习和数据挖掘社区提出开放的研究问题,并描述埃森哲技术实验室正在建立的实验基础设施以应对这些挑战。我们用于企业知识管理研究的实验性测试平台可以访问埃森哲潜在的15万用户,这将使我们能够与研究人员合作,解决大规模的企业信息检索问题。
课程简介: Information Retrieval is a major component of Knowledge Management systems in every business but most of the research that is being done in IR today focuses on the Web and not on the needs and challenges of businesses. This is primarily due to the availability of data on the Web for academic researchers as well as familiarity with the problems in Web IR since all of us are consumers and can relate to the domain. In contrast, for Enterprise Information Retrieval, the data is not available to most researchers and the challenges and needs are not obvious to people who are not everyday users of such systems. In this talk, I will point out some challenges in this domain, pose open research questions for the Information Retrieval, NLP, Machine Learning & Data Mining communities, and describe the experimental infrastructure that is being set up at Accenture Technology Labs to undertake those challenges. Our experimental test-bed for Enterprise Knowledge Management Research has access to potentially 150,000 users in Accenture and will allow us to collaborate with researchers and solve large-scale Enterprise Information Retrieval problems.
关 键 词: 信息检索; 知识管理; 数据挖掘
课程来源: 视频讲座网
最后编审: 2020-06-29:cxin
阅读次数: 66