The Impact of the Web on Information Retrieval

Peter Mika, Ricardo Baeza-Yates
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Abstract

of physical servers [Berners-Lee 1989]. At the time, his proposal went further than others in considering not only information resources (documents) as part of this graph but also non-information resources, that is, abstract concepts and entities of all kinds, in what would be later termed the Semantic Web. Further, while this information space was primarily intended to be explored by human navigation as was the case with hypertext implementations of the past, Berners-Lee did foresee the opportunity for the automated analysis of the Web graph. As it turns out, his key ideas, the representation of information as a graph, adding a semantic layer to information, and the potential for automated analysis of these structures would come to revolutionize an entire subfield of computer science, the field of information retrieval (IR). In this chapter, we trace the impact of Berners-Lee’s ideas on the development of IR, both within the academic field and its applications in industry, particularly web search engines. Indeed, today, web search engines are tools that are a crucial component of our daily lives. In Section 7.2, we will first look at how Berners-Lee’s ideas of structuring the Web brought about a set of challenges and opportunities that reinvigorated the field of IR and led to the emergence of web search, both in academia and industry. In Section 7.3, we will consider how Berners-Lee’s ideas around the extension of the hypertext Web to a Semantic Web and its implementation in technical standards at the W3C provided further new opportunities for developing semantic search engines with capabilities well beyond what was possible using the techniques of the past. Last, in Section 7.4, we will consider some of The Impact of the Web on Information Retrieval
网络对信息检索的影响
物理服务器[Berners-Lee 1989]。当时,他的建议比其他人走得更远,不仅考虑了信息资源(文档)作为这个图的一部分,而且考虑了非信息资源,即后来被称为语义网的各种抽象概念和实体。此外,虽然这个信息空间主要是由人类导航来探索的,就像过去的超文本实现一样,但Berners-Lee确实预见了自动分析Web图的机会。事实证明,他的关键思想,将信息表示为图形,在信息中添加语义层,以及对这些结构进行自动化分析的潜力,将彻底改变计算机科学的整个子领域,即信息检索(IR)领域。在本章中,我们将追溯伯纳斯-李的思想对IR发展的影响,包括学术领域和工业应用,特别是网络搜索引擎。事实上,今天,网络搜索引擎是我们日常生活中至关重要的组成部分。在第7.2节中,我们将首先看看伯纳斯-李构建网络的想法是如何带来一系列挑战和机遇的,这些挑战和机遇使IR领域重新焕发活力,并导致了网络搜索在学术界和工业界的出现。在第7.3节中,我们将考虑Berners-Lee关于将超文本Web扩展为语义Web的想法,以及它在W3C技术标准中的实现如何为开发语义搜索引擎提供了进一步的新机会,这些搜索引擎的功能远远超出了使用过去技术所能实现的功能。最后,在7.4节中,我们将考虑网络对信息检索的一些影响
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