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A survey on search results diversification techniques

机译:搜索结果多样化技术调查

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摘要

The quantity of information placed on the web has been greater than before and is increasing rapidly day by day. Searching through the huge amount of data and finding the most relevant and useful result set involves searching, ranking, and presenting the results. Most of the users probe into the top few results and neglect the rest. In order to increase user's satisfaction, the presented result set should not only be relevant to the search topic, but should also present a variety of perspectives, that is, the results should be different from one another. The effectiveness of web search and the satisfaction of users can be enhanced through providing various results of a search query in a certain order of relevance and concern. The technique used to avoid presenting similar, though relevant, results to the user is known as a diversification of search results. This article presents a survey of the approaches used for search result diversification. To this end, this article not only provides a technical survey of existing diversification techniques, but also presents a taxonomy of diversification algorithms with respect to the types of search queries.
机译:放置在网络上的信息量比以前更多,并且每天都在迅速增加。搜索大量数据并找到最相关和最有用的结果集涉及搜索,排名和呈现结果。大多数用户会探究前几个结果,而忽略其余结果。为了提高用户的满意度,所呈现的结果集不仅应与搜索主题相关,而且还应呈现各种视角,即结果应彼此不同。通过以相关性和关注性的特定顺序提供搜索查询的各种结果,可以提高Web搜索的效率和用户满意度。用来避免向用户呈现相似但相关的结果的技术被称为搜索结果的多样化。本文介绍了用于搜索结果多样化的方法。为此,本文不仅提供了对现有多样化技术的技术综述,而且还针对搜索查询的类型提供了多样化算法的分类法。

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