NDLI: Aiding Human Reliance Decision Making Using Computational Models of Trust

Content Provider	IEEE Xplore Digital Library
Author	van Maanen, P.-P. Klos, T. van Dongen, K.
Copyright Year	2007
Description	Author affiliation: Dutch Nat. Res. Inst. for Math. & Comput. Sci., Amsterdam (Klos, T.) \|\| TNO Human Factors, Soesterberg (van Dongen, K.) \|\| Vrije Univ. Amsterdam, Amsterdam (van Maanen, P.-P.)
Abstract	This paper involves a human-agent system in which there is an operator charged with a pattern recognition task, using an automated decision aid. The objective is to make this human-agent system operate as effectively as possible. Effectiveness is gained by an increase of appropriate reliance on the operator and the aid. We studied whether it is possible to contribute to this objective by, apart from the operator, letting the aid as well calibrate trust in order to make reliance decisions. In addition, the aid's calibration of trust in reliance decision making capabilities of both the operator and itself is also expected to contribute, through reliance decision making on a metalevel, which we call metareliance decision making. In this paper we present a formalization of these two approaches: a reliance (RDMM) and metareliance decision making model (MetaRDMM), respectively. A combination of laboratory and simulation experiments shows significant improvements compared to reliance decision making solely done by operators.
Starting Page	372
Ending Page	376
File Size	646289
Page Count	5
File Format	PDF
ISBN	0769530281
DOI	10.1109/WI-IATW.2007.108
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-11-05
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Computational modeling Conferences Decision making Human factors trust modelshuman-agent cooperation Mathematics Pattern recognition Mathematical model Intelligent agent Computational intelligence
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Aiding Human Reliance Decision Making Using Computational Models of Trust

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