论文标题
ISA-BEL:基于实体链接的智能搜索算法
ISA-bEL: Intelligent Search Algorithm based on Entity Linking
论文作者
论文摘要
如今,人们与计算机互动的方式发生了变化。基于文本或语音的界面广泛应用于不同的行业。处理用户输入的最常用方法之一是基于意图或检索算法的方法。在这些解决方案中,在此过程中可能会丢失用户的重要信息。对于拟议的自然语言处理管道,该实体将扮演主要角色,假设实体是用户居住的目的。用上下文喂养的实体将投影到由知识图支持的特定领域,从而导致了被称为链接实体的特定领域。然后,这些链接的实体是搜索我们知识图中顶级聚合概念的关键。
Nowadays, the way in which the people interact with computers has changed. Text- or voice-based interfaces are being widely applied in different industries. Among the most used ways of processing the user input are those based on intents or retrieval algorithms. In these solutions, important information of the user could be lost in the process. For the proposed natural language processing pipeline the entities are going to take a principal role, under the assumption that entities are where the purpose of the user resides. Entities fed with context will be projected to a specific domain supported by a knowledge graph, resulting in what has been named as linked entities. These linked entities serve then as a key for searching a top level aggregation concept within our knowledge graph.