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Comparing Conventional and Conversational Search Interaction Using Implicit Evaluation Methods

Topics: Agent-based Human-Computer-Interaction; Analysis Methods and Tools; Cognitive and Conceptual Models; Design Methods and Tools; Evaluation Paradigms and Frameworks; Human Cooperation and Agent-Based Interaction; Models for Human-Agent Interaction; Task Analysis, Guidelines and Heuristics; Usability and User Experience; User Modeling and Profiling; User Performance Evaluation

Authors: Abhishek Kaushik and Gareth J. F. Jones

Affiliation: ADAPT Centre, School of Computing, Dublin City University, Dublin 9, Ireland

Keyword(s): Conversational Search Interface, Conventional Search, User Satisfaction, Human Computer Interaction, Information Retrieval.

Abstract: Conversational search applications offer the prospect of improved user experience in information seeking via agent support. However, it is not clear how searchers will respond to this mode of engagement, in comparison to a conventional user-driven search interface, such as those found in a standard web search engine. We describe a laboratory-based study directly comparing user behaviour for a conventional search interface (CSI) with that of an agent-mediated multiview conversational search interface (MCSI) which extends the CSI. User reaction and search outcomes of the two interfaces are compared using implicit evaluation using five analysis methods: workload-related factors (NASA Load Task), psychometric evaluation for the software, knowledge expansion, user interactive experience and search satisfaction. Our investigation using scenario-based search tasks shows the MCSI to be more interactive and engaging, with users claiming to have a better search experience in contrast to a c orresponding standard search interface. (More)

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Paper citation in several formats:
Kaushik, A. and J. F. Jones, G. (2023). Comparing Conventional and Conversational Search Interaction Using Implicit Evaluation Methods. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - HUCAPP; ISBN 978-989-758-634-7; ISSN 2184-4321, SciTePress, pages 292-304. DOI: 10.5220/0011798500003417

@conference{hucapp23,
author={Abhishek Kaushik. and Gareth {J. F. Jones}.},
title={Comparing Conventional and Conversational Search Interaction Using Implicit Evaluation Methods},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - HUCAPP},
year={2023},
pages={292-304},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011798500003417},
isbn={978-989-758-634-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - HUCAPP
TI - Comparing Conventional and Conversational Search Interaction Using Implicit Evaluation Methods
SN - 978-989-758-634-7
IS - 2184-4321
AU - Kaushik, A.
AU - J. F. Jones, G.
PY - 2023
SP - 292
EP - 304
DO - 10.5220/0011798500003417
PB - SciTePress