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Comparing explicit and implicit feedback techniques for web retrieval : TREC-10 interactive track report

机译:比较Web检索的显式和隐式反馈技术:TREC-10交互式跟踪报告

摘要

In this paper we examine the extent to which implicit feedback (where the system attempts to estimate what the user may be interested in) can act as a substitute for explicit feedback (where searchers explicitly mark documents relevant). Therefore, we attempt to side-step the problem of getting users to explicitly mark documents relevant by making predictions on relevance through analysing the user's interaction with the system. Specifically, we hypothesised that implicit and explicit feedback were interchangeable as sources of relevance information for relevance feedback. Through developing a system that utilised each type of feedback we were able to compare the two approaches in terms of search effectiveness.
机译:在本文中,我们研究了隐式反馈(系统试图估计用户可能感兴趣的内容)可以替代显式反馈(搜索者在其中明确标记相关文档)的程度。因此,我们试图通过分析用户与系统的交互来对相关性做出预测,从而避免让用户明确标记相关文档的问题。具体而言,我们假设隐式和显式反馈可以互换,作为相关性反馈的相关性信息源。通过开发一种利用每种反馈类型的系统,我们能够在搜索效果方面比较这两种方法。

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