Conference Proceedings

Assessing the Cognitive Complexity of Information Needs

AM MOFFAT, P Bailey, F Scholer, P Thomas, JS Culpepper (ed.), L Park (ed.), G Zuccon (ed.)

The Association for Computing Machinery | Published : 2014

Abstract

Information retrieval systems can be evaluated in laboratory settings through the use of user studies, and through the use of test collections and effectiveness metrics. In a larger investigation we are exploring the extent to which individual user differences and behaviours can affect the scores generated by a retrieval system. Our objective in the first phase of that project is to define information need statements corresponding to a range of TREC search tasks, and to categorise those statements in terms of task complexity. The goal is to reach a position from which we can determine whether user actions while searching are influenced by the way the information need is expressed, and by the..

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