[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 …
researchers and practitioners seek to provide more transparency to their algorithms. Much of …
Explainable autonomous robots: a survey and perspective
T Sakai, T Nagai - Advanced Robotics, 2022 - Taylor & Francis
Advanced communication protocols are critical for the coexistence of autonomous robots
and humans. Thus, the development of explanatory capabilities in robots is an urgent first …
and humans. Thus, the development of explanatory capabilities in robots is an urgent first …
Explainable AI: Beware of inmates running the asylum or: How I learnt to stop worrying and love the social and behavioural sciences
In his seminal bookThe Inmates are Running the Asylum: Why High-Tech Products Drive Us
Crazy And How To Restore The Sanity'[2004, Sams Indianapolis, IN, USA], Alan Cooper …
Crazy And How To Restore The Sanity'[2004, Sams Indianapolis, IN, USA], Alan Cooper …
An empirical study of model-agnostic techniques for defect prediction models
J Jiarpakdee, CK Tantithamthavorn… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Software analytics have empowered software organisations to support a wide range of
improved decision-making and policy-making. However, such predictions made by software …
improved decision-making and policy-making. However, such predictions made by software …
Selective explanations: Leveraging human input to align explainable ai
While a vast collection of explainable AI (XAI) algorithms has been developed in recent
years, they have been criticized for significant gaps with how humans produce and consume …
years, they have been criticized for significant gaps with how humans produce and consume …
[图书][B] Thinking and reasoning: An introduction to the psychology of reason, judgment and decision making
K Manktelow - 2012 - taylorfrancis.com
The area of psychological research reviewed in this book is one that is not only increasing in
popularity in college curricula, but is also making an ever larger impact on the world outside …
popularity in college curricula, but is also making an ever larger impact on the world outside …
[图书][B] The open secret: A new vision for natural theology
AE McGrath - 2011 - books.google.com
Natural theology, in the view of many, is in crisis. In this long-awaited book, Alister McGrath
sets out a new vision for natural theology, re-establishing its legitimacy and utility. A timely …
sets out a new vision for natural theology, re-establishing its legitimacy and utility. A timely …
History as the narrative of a people: From function to structure and content
We summarize our perspective on social representations of history first presented by Liu and
Hilton and extended in later publications. We situate our functional approach in the context …
Hilton and extended in later publications. We situate our functional approach in the context …
“If it didn't happen, why would I change my decision?”: How Judges Respond to Counterfactual Explanations for the Public Safety Assessment
Many researchers and policymakers have expressed excitement about algorithmic
explanations enabling more fair and responsible decision-making. However, recent …
explanations enabling more fair and responsible decision-making. However, recent …
The causal psycho-logic of choice
SA Sloman, Y Hagmayer - Trends in cognitive sciences, 2006 - cell.com
Choices do not merely identify one option among a set of possibilities; choosing is an
intervention, an action that changes the world. As a result, good decision making generally …
intervention, an action that changes the world. As a result, good decision making generally …