Contextualisation of information retrieval process and document ranking task in web search tools

Contextualisation of information retrieval process and document ranking task in web search tools
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网络搜索工具中信息检索过程和文档排名任务的语境化

DOI:
10.1504/ijssc.2016.077970
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发表时间:
2016
期刊:
Int. J. Space Based Situated Comput.
影响因子:
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通讯作者:
Abdelkrim Bouramoul
Abdelkrim Bouramoul
中科院分区:
--
文献类型:
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作者:
Abdelkrim Bouramoul

文献摘要

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本文介绍的工作发生在信息检索(IR)的情境化领域,并为两个互补的轴做出了贡献:首先改进搜索过程,然后增强搜索工具的评估。为此,我们在提案中使用了有效的机制;围绕搜索过程的各种元素的上下文。目标是提高搜索工具的选择性并改进评估这些工具的方式。这些建议已经过测试,并且使用三个搜索引擎(Google、Yahoo 和 Bing)测量了返回结果相关性方面的增益。结果表明,考虑 IR 中的上下文会增加返回结果的相关性,从而减少记录噪音和沉默。
The work presented in this paper takes place in the field of the contextualisation of information retrieval (IR), and makes contributions to two complementary axes: first improving the search process and then enhancing the evaluation of search tools. For this purpose, we use an effective mechanism in our proposals; the context of the various elements around the search process. The goal is to increase the selectivity of search tools and improve the way in which these tools are evaluated. These proposals have been tested, and the gain in terms of returned results relevance was measured using three search engines (Google, Yahoo and Bing). The results show that taking into account the context in IR increases the relevance of the returned results and thus reduces both documentary noise and silence.