Third workshop on exploiting semantic annotations in information retrieval (ESAIR): CIKM 2010 workshop

Jaap Kamps, Jussi Karlgren, Ralf Schenkel
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Abstract

There is an increasing amount of structure on the Web as a result of modern Web languages, user tagging and annotation, and emerging robust NLP tools. These meaningful, semantic, annotations hold the promise to significantly enhance information access, by enhancing the depth of analysis of today's systems. Currently, we have only started exploring the possibilities and only begin to understand how these valuable semantic cues can be put to fruitful use. Unleashing the potential of semantic annotations requires us to think outside the box, by combining the insights of natural language processing (NLP) to go beyond bags of words, the insights of databases (DB) to use structure efficiently even when aggregating over millions of records, the insights of information retrieval (IR) in effective goal-directed search and evaluation, and the insights of knowledge management (KM) to get grips on the greater whole. The Workshop aims to bring together researchers from these different disciplines and work together on one of the greatest challenges in the years to come. The desired result of the workshop will be concrete insight into the potential of semantic annotations, and in concrete steps to take this research forward; synchronize related research happening in NLP, DB, IR, and KM, in ways that combine the strengths of each discipline; and have a lively, interactive workshop were everyone contributes and that inspires attendees to think "outside the box".
第三届信息检索中语义注释的开发研讨会:CIKM 2010研讨会
由于现代Web语言、用户标记和注释以及新兴的健壮的NLP工具,Web上的结构越来越多。这些有意义的、语义的注释有望通过增强对当今系统的分析深度来显著增强信息访问。目前,我们才刚刚开始探索这些可能性,才刚刚开始理解如何将这些有价值的语义线索有效地利用起来。释放语义注释的潜力需要我们跳出框框思考,通过结合自然语言处理(NLP)的见解来超越单词袋,数据库(DB)的见解来有效地使用结构,即使在聚合超过数百万条记录时,信息检索(IR)的见解用于有效的目标导向搜索和评估,以及知识管理(KM)的见解来掌握更大的整体。研讨会旨在将这些不同学科的研究人员聚集在一起,共同应对未来几年最大的挑战之一。研讨会的预期结果将是对语义注释潜力的具体洞察,并采取具体步骤推进这项研究;以结合各学科优势的方式同步NLP、DB、IR和KM的相关研究;举办一个生动、互动的研讨会,每个人都有自己的贡献,这可以激励与会者“跳出框框”思考。
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