TY - GEN
T1 - Cognitive biases in search
T2 - a review and reflection of cognitive biases in Information Retrieval
AU - Azzopardi, Leif
PY - 2021/3/14
Y1 - 2021/3/14
N2 - People are susceptible to an array of cognitive biases, which can result in systematic errors and deviations from rational decision making. Over the past decade, an increasing amount of attention has been paid towards investigating how cognitive biases influence information seeking and retrieval behaviours and outcomes. In particular, how such biases may negatively affect decisions because, for example, searchers may seek confirmatory but incorrect infor- mation or anchor on an initial search result even if its incorrect. In this perspectives paper, we aim to: (1) bring together and catalogue the emerging work on cognitive biases in the field of Information Retrieval; and (2) provide a critical review and reflection on these studies and subsequent findings. During our analysis we report on over thirty studies, that empirically examined cognitive biases in search, providing over forty key findings related to different domains (e.g. health, web, socio-political) and different parts of the search process (e.g. querying, assessing, judging, etc.). Our reflection highlights the importance of this research area, and critically discusses the limitations, difficulties and challenges when investigating this phenomena along with presenting open questions and future directions in researching the impact — both positive and negative — of cognitive biases in Information Retrieval.
AB - People are susceptible to an array of cognitive biases, which can result in systematic errors and deviations from rational decision making. Over the past decade, an increasing amount of attention has been paid towards investigating how cognitive biases influence information seeking and retrieval behaviours and outcomes. In particular, how such biases may negatively affect decisions because, for example, searchers may seek confirmatory but incorrect infor- mation or anchor on an initial search result even if its incorrect. In this perspectives paper, we aim to: (1) bring together and catalogue the emerging work on cognitive biases in the field of Information Retrieval; and (2) provide a critical review and reflection on these studies and subsequent findings. During our analysis we report on over thirty studies, that empirically examined cognitive biases in search, providing over forty key findings related to different domains (e.g. health, web, socio-political) and different parts of the search process (e.g. querying, assessing, judging, etc.). Our reflection highlights the importance of this research area, and critically discusses the limitations, difficulties and challenges when investigating this phenomena along with presenting open questions and future directions in researching the impact — both positive and negative — of cognitive biases in Information Retrieval.
KW - cognitive bias
KW - heuristics
KW - search
KW - information retrieval
KW - information seeking & retrieval (ISR)
KW - information behaviour
U2 - 10.1145/3406522.3446023
DO - 10.1145/3406522.3446023
M3 - Conference contribution book
SN - 9781450380553
T3 - CHIIR 2021 - Proceedings of the 2021 Conference on Human Information Interaction and Retrieval
SP - 27
EP - 37
BT - CHIIR 2021 - Proceedings of the 2021 Conference on Human Information Interaction and Retrieval
CY - New York, NY.
ER -