对基于可靠性的检索意图的理解
Towards an Understanding of Entity-Oriented Search Intents
摘要:
面向智能的搜索处理各种各样的信息需求,从显示直接答案到与服务交互。在这项工作中,我们的目标是了解什么是突出的面向实体的搜索意图,以及如何实现它们。我们开发了一个实体意图类别的方案,并使用它们来注释查询的样本。具体来说,我们在实体类型级别上注释唯一的查询细化器。我们观察到,平均而言,超过一半的精炼者寻求与服务交互,而超过四分之一的精炼者搜索可以在知识库中查找的信息。
英文摘要:
Entity-oriented search deals with a wide variety of information needs, from displaying direct answers to interacting with services. In this work, we aim to understand what are prominent entity-oriented search intents and how they can be fulfilled. We develop a scheme of entity intent categories, and use them to annotate a sample of queries. Specifically, we annotate unique query refiners on the level of entity types. We observe that, on average, over half of those refiners seek to interact with a service, while over a quarter of the refiners search for information that may be looked up in a knowledge base.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。