[HTML][HTML] Explanation in artificial intelligence: Insights from the social sciences

T Miller - Artificial intelligence, 2019 - Elsevier
There has been a recent resurgence in the area of explainable artificial intelligence as
researchers and practitioners seek to provide more transparency to their algorithms. Much of …

AI in marketing, consumer research and psychology: A systematic literature review and research agenda

MM Mariani, R Perez‐Vega, J Wirtz - Psychology & Marketing, 2022 - Wiley Online Library
This study is the first to provide an integrated view on the body of knowledge of artificial
intelligence (AI) published in the marketing, consumer research, and psychology literature …

Swarm intelligence

J Kennedy - Handbook of nature-inspired and innovative computing …, 2006 - Springer
Swarm intelligence refers to a kind of problem-solving ability that emerges in the interactions
of simple information-processing units. The concept of a swarm suggests multiplicity …

The case for motivated reasoning.

Z Kunda - Psychological bulletin, 1990 - psycnet.apa.org
It is proposed that motivation may affect reasoning through reliance on a biased set of
cognitive processes—that is, strategies for accessing, constructing, and evaluating beliefs …

[BOOK][B] On the self-regulation of behavior

CS Carver, MF Scheier - 2001 - books.google.com
This book is a reader-friendly description of a viewpoint on human behavior which sees all
behavior as aimed at attaining goals. A wide variety of topics are treated (the theory is …

[BOOK][B] The creative mind: Myths and mechanisms

MA Boden - 2004 - books.google.com
How is it possible to think new thoughts? What is creativity and can science explain it? And
just how did Coleridge dream up the creatures of The Ancient Mariner? When The Creative …

The empirical case for two systems of reasoning.

SA Sloman - Psychological bulletin, 1996 - psycnet.apa.org
Distinctions have been proposed between systems of reasoning for centuries. This article
distills properties shared by many of these distinctions and characterizes the resulting …

Temporal construal.

Y Trope, N Liberman - Psychological review, 2003 - psycnet.apa.org
Construal level theory proposes that temporal distance changes people's responses to
future events by changing the way people mentally represent those events. The greater the …

The role of feasibility and desirability considerations in near and distant future decisions: A test of temporal construal theory.

N Liberman, Y Trope - Journal of personality and social …, 1998 - psycnet.apa.org
Temporal construal theory states that distant future situations are construed on a higher level
(ie, using more abstract and central features) than near future situations. Accordingly, the …

Explaining by removing: A unified framework for model explanation

I Covert, S Lundberg, SI Lee - Journal of Machine Learning Research, 2021 - jmlr.org
Researchers have proposed a wide variety of model explanation approaches, but it remains
unclear how most methods are related or when one method is preferable to another. We …