Automatic Error Model (AEM) for User Interface Design: A new approach to Include errors

Replacing users with models that simulate users’ behaviors has been a long-standing vision in interface design. Cognitive models can simulate users' cognitive processes and behaviors, but they cannot fully interact with user interfaces and simulate all behaviors. VisiTor is a tool that provides cognitive models with methods to interact with the interface that users interact with. However, currently, cognitive models can only simulate error-free users. Previous attempts at using cognitive models were inadequate due to hard-coded errors, which led to predictions that were not applicable to all users and tasks. Hence, a general approach is required to include errors and error corrections in cognitive models. VisiTor has been extended to generate and correct errors, leading to the development of an Automatic Error Cognitive Model that simulates a more complete users' behaviors in an Excel spreadsheet. This model helps get closer to developing a cognitive model that can replace the user. Advisor: Farnaz Tehranchi, Assistant Professor, School of Engineering Design and Innovation Engineering Design

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  • Master's paper.pdf

    size: 374 KB | mime_type: application/pdf | date: 2023-04-14 | sha256: 12eb077

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Work Title Automatic Error Model (AEM) for User Interface Design: A new approach to Include errors
Access
Open Access
Creators
  1. Amirreza Bagherzadehkhorasani
  2. Farnaz Tehranchi
Keyword
  1. Human Performance Modeling
  2. Cognitive Modeling
  3. Error Making
License In Copyright (Rights Reserved)
Work Type Research Paper
Publication Date 2023
Deposited April 14, 2023

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    • horasani Automatic Error Model (AEM) for User Interface Design: A new approach to Include errors
    • Automatic Error Model (AEM) for User Interface Design: A new approach to Include errors
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    • Applied Human Factors and Ergonomics
  • Added Creator Farnaz Tehranchi
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