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Software . 2022
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2022
License: CC BY
Data sources: Datacite
ZENODO
Software . 2022
License: CC BY
Data sources: Datacite
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Effects of classification accuracy and adaptation magnitude in an affect-aware feedback loop for the Multi-Attribute Task Battery

Authors: Novak, Vesna Dominika; Hass, Dalton; Hossain, Mohammad Sohorab; Sowers, Alexandria Fong; Clapp, Joshua Dean;

Effects of classification accuracy and adaptation magnitude in an affect-aware feedback loop for the Multi-Attribute Task Battery

Abstract

This repository contains a modified version of the OpenMATB software, used for our study "Effects of adaptation accuracy and magnitude in affect-aware difficulty adaptation for the multi-attribute task battery", published in the International Journal of Human-Computer Studies ( https://www.sciencedirect.com/science/article/pii/S1071581923001891 ). The OpenMATB is an open-source reimplementation of the Multi-Attribute Task Battery (MATB). The MATB was first presented at a NASA Technical memorandum (Comstock & Arnegard, 1992) and contained a set of interactive tasks that were representative of those performed in aircraft piloting. OpenMATB was created by Cegarra et al. and is covered by a GPL v3 license, which allows researchers to share their software modifications. The original OpenMATB is available here: https://github.com/juliencegarra/OpenMATB/ and is described in the following publication: Cegarra, J., Valéry, B., Avril, E., Calmettes, C. & Navarro, J. (2020). OpenMATB: An open source implementation of the Multi-Attribute Task Battery. Behavior Research Methods, vol. 52, pp. 1980-1990. https://doi.org/10.3758/s13428-020-01364-w Our modified OpenMATB automates some of the MATB sections, adds multiple difficulty levels and "sham" automated difficulty adaptation (implemented by asking users their preference and following it a predefined percentage of the time), and adds a visual error counter. More details about the modifications are available in our accompanying journal paper (currently submitted for publication, to be updated when accepted).

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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