Entity-Oriented Search

简介:
这本开放访问的书涵盖了面向实体的搜索的所有方面-其中 “搜索” 可以从最广泛的信息访问意义上进行解释-从统一的角度来看,并提供了对现有技术的连贯和全面的概述。它代表了这一广泛而迅速发展的领域的研究的首次综合。对选定的主题进行了深入讨论,目标是建立基本技术和方法,作为未来研究和开发的基础。其他主题仅在调查级别进行处理,其中包含许多指向相关文献的指针。未来研究的路线图,基于开放的问题和沿途确定的挑战,完善了这本书。研究人员和研究生是本书的主要目标读者。信息检索的一般背景足以遵循材料,包括对基本概率和统计概念的理解以及机器学习概念和监督学习算法的基本知识。
英文简介:
This open access book covers all facets of entity-oriented search - where "search" can be interpreted in the broadest sense of information access - from a unified point of view, and provides a coherent and comprehensive overview of the state of the art.
It represents the first synthesis of research in this broad and rapidly developing area. Selected topics are discussed in-depth, the goal being to establish fundamental techniques and methods as a basis for future research and development. Additional topics are treated at a survey level only, containing numerous pointers to the relevant literature. A roadmap for future research, based on open issues and challenges identified along the way, rounds out the book.
Researchers and graduate students are the primary target audience of this book. A general background in information retrieval is sufficient to follow the material, including an understanding of basic probability and statistics concepts as well as a basic knowledge of machine learning concepts and supervised learning algorithms.
- 书名
- Entity-Oriented Search
- 译名
- 面向实体的搜索
- 语言
- 英语
- 年份
- 2018
- 页数
- 358页
- 大小
- 12.14 MB
- 下载
Entity-Oriented Search.pdf
- 密码
- 65536
最后更新:2025-04-12 23:57:49