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 …

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 …

[HTML][HTML] Text mining for social science–The state and the future of computational text analysis in sociology

A Macanovic - Social Science Research, 2022 - Elsevier
The emergence of big data and computational tools has introduced new possibilities for
using large-scale textual sources in sociological research. Recent work in sociology of …

[КНИГА][B] Measuring culture

JC Lena, O Lizardo, TE McDonnell, A Mische, I Tavory… - 2019 - degruyter.com
with similar shapes and color schemes, the cultural power to cause racial trouble? How
were the object's characteristics tied to particular collective identities, and how might their …

Building better causal theories: A fuzzy set approach to typologies in organization research

PC Fiss - Academy of management journal, 2011 - journals.aom.org
Typologies are an important way of organizing the complex cause-effect relationships that
are key building blocks of the strategy and organization literatures. Here, I develop a novel …

Mental models: an interdisciplinary synthesis of theory and methods

NA Jones, H Ross, T Lynam, P Perez, A Leitch - Ecology and society, 2011 - JSTOR
Mental models are personal, internal representations of external reality that people use to
interact with the world around them. They are constructed by individuals based on their …

[PDF][PDF] Qualitative research

NK Denzin, YS Lincoln - Denzin, NK y Lincoln YS, 2005 - academia.edu
The controversies surrounding the evidence-based research movement are reviewed from a
critical pedagogy framework. Standards for assessing quality are forms of interpretive …

[КНИГА][B] Review of research: How leadership influences student learning

KA Leithwood, KS Louis, S Anderson, K Wahlstrom - 2004 - academia.edu
Effective education leadership makes a difference in improving learning. There's nothing
new or especially controversial about that idea. What's far less clear, even after several …

Local knowledge in climate adaptation research: moving knowledge frameworks from extraction to co‐production

N Klenk, A Fiume, K Meehan… - Wiley Interdisciplinary …, 2017 - Wiley Online Library
This review consists of a systematic assessment of climate change adaptation literature to
elicit major trends, discourses, and patterns in how local knowledge is conceived. We report …

[КНИГА][B] Routledge dictionary of language and linguistics

H Bussmann, K Kazzazi, G Trauth - 2006 - taylorfrancis.com
The Routledge Dictionary of Language and Linguistics is a unique reference work for
students and teachers of linguistics. The highly regarded second edition of the Lexikon der …