Metrics for explainable AI: Challenges and prospects

RR Hoffman, ST Mueller, G Klein, J Litman - arXiv preprint arXiv …, 2018 - arxiv.org
The question addressed in this paper is: If we present to a user an AI system that explains
how it works, how do we know whether the explanation works and the user has achieved a …

Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance

RR Hoffman, ST Mueller, G Klein… - Frontiers in Computer …, 2023 - frontiersin.org
If a user is presented an AI system that portends to explain how it works, how do we know
whether the explanation works and the user has achieved a pragmatic understanding of the …

[图书][B] Simulation and learning

F Landriscina - 2013 - Springer
This is a book about ''Simulation and Learning''. It is written for educators, teachers, and
instructional scientists, but also for instructional designers, and anyone else involved in …

Mental models of dynamic systems: taking stock and looking ahead

SN Groesser, M Schaffernicht - System dynamics review, 2012 - Wiley Online Library
This paper deals with the representation of the conceptual structure of mental models of
dynamic systems (MMDS). Heretofore, this structure has not been consistently defined …

Measuring change in mental models of complex dynamic systems

JK Doyle, MJ Radzicki, WS Trees - Complex decision making: Theory and …, 2008 - Springer
A complex dynamic system can be thought of as a collection of interrelated variables whose
structure determines the behavior of the system over time. The more variables that are …

[PDF][PDF] A Simulation-Based Game for Project Management Experiential Learning.

AR Dantas, M de Oliveira Barros, CML Werner - SEKE, 2004 - researchgate.net
The inadequate use of project management techniques in software projects can be traced to
the lack of efficient project management education strategies, where learning by experience …

The feedback method of teaching macroeconomics: is it effective?

ID Wheat Jr - System Dynamics Review, 2007 - Wiley Online Library
The conventional method of teaching macroeconomics to undergraduates relies on static
graphs, an approach with documented pedagogical problems. In contrast, the feedback …

Controversies in water management: frames and mental models

MJ Kolkman, A van der Veen, P Geurts - Environmental Impact Assessment …, 2007 - Elsevier
Controversies in decision and policy-making processes can be analysed using frame
reflection and mental model mapping techniques. The purpose of the method presented in …

The feedback method. A system dynamics approach to teaching macroeconomics

ID Wheat - 2007 - bora.uib.no
This thesis documents a method for improving undergraduate instruction
inmacroeconomics. Called the feedback method, it enables students to learn about …

Development of EFL students' mental models of writing and their effects on performance

F Nicolás-Conesa, JR de Larios, Y Coyle - Journal of Second Language …, 2014 - Elsevier
The present paper reports an investigation into individual differences in writing with students
of English as a foreign language (EFL) enrolled in an English for Academic Purposes (EAP) …