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 …

The role of visual cues in eWOM on consumers' behavioral intention and decisions

R Filieri, Z Lin, G Pino, S Alguezaui… - Journal of Business …, 2021 - Elsevier
Consumers increasingly use eWOM to make decisions about various products and services.
However, few studies have investigated how different visual and verbal eWOM cues affect …

Revisiting the construction—integration model of text comprehension and its Implications for Instruction

W Kintsch - Theoretical models and processes of literacy, 2018 - taylorfrancis.com
This chapter describes a general theory of comprehension. The theory of text
comprehension is a comprehension model in the sense, but it leaves room for problem …

[图书][B] Text and image: A critical introduction to the visual/verbal divide

J Bateman - 2014 - taylorfrancis.com
Text and image are used together in an increasingly flexible fashion and many disciplines
and areas of study are now attempting to understand how these combinations work. This …

Is a picture worth a thousand words? Understanding the role of review photo sentiment and text-photo sentiment disparity using deep learning algorithms

H Li, H Ji, H Liu, D Cai, H Gao - Tourism Management, 2022 - Elsevier
Images have become integral to consumers' sharing of consumption experiences due to
their abilities of carrying rich and vivid information. This study investigates the impacts of …

[图书][B] Reading comprehension

G Woolley, G Woolley - 2011 - Springer
This chapter lays the foundation for an understanding of what reading comprehension is and
how it is conceptualised in the literature. It develops the notion that reading comprehension …

[引用][C] Comprehension: A paradigm for cognition

W Kintsch - 1998 - books.google.com
In this book, Walter Kintsch presents a theory of human text comprehension and extends his
analysis to related areas. Comprehension is conceptualized as a two-stage process: first …

Situation models in language comprehension and memory.

RA Zwaan, GA Radvansky - Psychological bulletin, 1998 - psycnet.apa.org
This article reviews research on the use of situation models in language comprehension and
memory retrieval over the past 15 years. Situation models are integrated mental …

Creating visual explanations improves learning

E Bobek, B Tversky - Cognitive research: principles and implications, 2016 - Springer
Many topics in science are notoriously difficult for students to learn. Mechanisms and
processes outside student experience present particular challenges. While instruction …