III-CTX-Small: Exploiting domain expertise to enhance information retrieval

这个项目的重点是用子文档粒度的语义内容表示来增强现有的文档表示；从多个角度表示文档；并利用最终用户的注意力和领域知识来改进文档表示。这将导致在今后的搜索中改进文件的可检索性。这项研究将提供关于最终用户社区贡献的口译和标签工作的潜在附加值的首批系统研究之一。除了评估这一改进信息检索的特殊方法的结果外，这项工作还将为评估逐步增加的索引提供必要的工具。这项研究的一项成果将是评估技术，该技术将适用于关于增量索引的其他研究。该项目与丹麦的国家、公共、医疗保健门户网站建立了成功的跨学科合作，政府合作伙伴以及帮助设计研究的丹麦医生的大力参与。

This project focuses on enhancing existing document representations with representations of semantic content at a subdocument granularity; representing documents from multiple perspectives; and leveraging the attention and domain knowledge of end-users to improve document representations. This will lead to improvements in the retrievability of documents in future searches. The research will provide one of the first systematic studies of the potential added value of interpretation and labeling efforts contributed by a community of end users. In addition to evaluating the results of this particular approach to improving information retrieval, the work will contribute needed tools for evaluating incrementally-added indexing. An outcome of the research will be evaluation techniques that will be applicable to other research on incrementally-added indexing. The project builds a successful, interdisciplinary collaboration with the national, public, healthcare portal in Denmark, with strong participation from the government partner as well as physicians in Denmark who help to design the studies.