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Uprety, Sagar and Song, Dawei
(2018).
DOI: https://doi.org/10.1145/3234944.3234972
Abstract
There is a growing body of research which has investigated relevance judgment in IR being influenced by multiple factors or dimensions. At the same time, the Order Effects in sequential decision making have been quantitatively detected and studied in Mathematical Psychology. Combining the two phenomena, there have been some user studies carried out which investigate the Order Effects and thus incompatibility in different dimensions of relevance. In this work, we propose a methodology for carrying out such an investigation in large scale and real world data using query logs of a web search engine, and device a test to detect the presence of an irrational user behavior in relevance judgment of documents. We further validate this behavior through a Quantum Cognitive explanation of the Order and Context effects.
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About
- Item ORO ID
- 56725
- Item Type
- Conference or Workshop Item
- ISBN
- 1-4503-5656-7, 978-1-4503-5656-5
- Extra Information
- originally presented at the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, Tianjin, China, 14-17 Sep 2018.
- Keywords
- Multidimensional Relevance; Quantum Cognition
- Academic Unit or School
-
Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
Faculty of Science, Technology, Engineering and Mathematics (STEM) - Copyright Holders
- © 2018 Association for Computing Machinery
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