搜索和搜索行为的形式模型研究进展

L. Azzopardi, G. Zuccon
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引用次数: 5

摘要

搜索是在任务的上下文中执行的,因此所找到的信息的值是相对于任务的。最近,出现了一种开发信息查找和检索的正式模型的趋势,该模型考虑了通过与界面/系统的交互以及交互过程中出现的信息所产生的成本和收益。在这一整天的教程中,我们将重点描述和解释一些最新的和最新的信息查找和检索的正式模型。本教程分为两个部分。在第一部分中,我们将介绍一系列基于(i)经济理论,(ii)决策理论,(iii)博弈论和(iv)最优觅食理论的模型。今天的第二部分将致力于建立模型,我们将讨论不同的技术来建立和开发模型,从中我们可以得出可测试的假设。在教程期间,参与者将挑战开发各种形式模型,应用白天学到的技术。最后,我们将介绍解决方案,然后对挑战和未来方向进行总结和概述。本教程的目标受众是希望更多地了解已提出的各种信息查找、搜索和检索的正式模型的参与者。本教程将以中级水平呈现,旨在支持希望能够理解和构建此类模型的参与者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advances in Formal Models of Search and Search Behaviour
Searching is performed in the context of a task and as such the value of the information found is with respect to the task. Recently, there has been a drive to developing formal models of information seeking and retrieval that consider the costs and benefits arising through the interaction with the interface/system and the information surfaced during that interaction. In this full day tutorial we will focus on describing and explaining some of the more recent and latest formal models of Information Seeking and Retrieval. The tutorial is structured into two parts. In the first part we will present a series of models that have been developed based on: (i) economic theory, (ii) decision theory (iii) game theory and (iv) optimal foraging theory. The second part of the day will be dedicated to building models where we will discuss different techniques to build and develop models from which we can draw testable hypotheses from. During the tutorial participants will be challenged to develop various formals models, applying the techniques learnt during the day. We will then conclude with presentations on solutions followed by a summary and overview of challenges and future directions. This tutorial is aimed at participants wanting to know more about the various formal models of information seeking, search and retrieval, that have been proposed. The tutorial will be presented at an intermediate level, and is designed to support participants who want to be able to understand and build such models.
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