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 …

Eight ways to promote generative learning

L Fiorella, RE Mayer - Educational psychology review, 2016 - Springer
Generative learning involves actively making sense of to-be-learned information by mentally
reorganizing and integrating it with one's prior knowledge, thereby enabling learners to …

What do we want from Explainable Artificial Intelligence (XAI)?–A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research

M Langer, D Oster, T Speith, H Hermanns, L Kästner… - Artificial Intelligence, 2021 - Elsevier
Abstract Previous research in Explainable Artificial Intelligence (XAI) suggests that a main
aim of explainability approaches is to satisfy specific interests, goals, expectations, needs …

[图书][B] The power of interest for motivation and engagement

KA Renninger, S Hidi - 2015 - taylorfrancis.com
The Power of Interest for Motivation and Engagement describes the benefits of interest for
people of all ages. Using case material as illustrations, the volume explains that interest can …

The ICAP framework: Linking cognitive engagement to active learning outcomes

MTH Chi, R Wylie - Educational psychologist, 2014 - Taylor & Francis
This article describes the ICAP framework that defines cognitive engagement activities on
the basis of students' overt behaviors and proposes that engagement behaviors can be …

Translating the ICAP theory of cognitive engagement into practice

MTH Chi, J Adams, EB Bogusch, C Bruchok… - Cognitive …, 2018 - Wiley Online Library
ICAP is a theory of active learning that differentiates students' engagement based on their
behaviors. ICAP postulates that Interactive engagement, demonstrated by co‐generative …

Entrepreneurs as scientists: A pragmatist approach to producing value out of uncertainty

T Zellweger, T Zenger - Academy of Management Review, 2023 - journals.aom.org
Building on pragmatism, we advance an entrepreneur-as-scientist perspective and depict
entrepreneurs as engaging in causally inferential action by forming beliefs, testing these …

[图书][B] Small teaching: Everyday lessons from the science of learning

JM Lang - 2021 - books.google.com
A freshly updated edition featuring research-based teaching techniques that faculty in any
discipline can easily implement Research into how we learn can help facilitate better student …

Defining sensemaking: Bringing clarity to a fragmented theoretical construct

TOB Odden, RS Russ - Science education, 2019 - Wiley Online Library
In recent years, science education researchers have increasingly studied the ways in which
students “make sense” of science. However, although researchers might all agree intuitively …

An augmented reality-based mobile learning system to improve students' learning achievements and motivations in natural science inquiry activities

THC Chiang, SJH Yang, GJ Hwang - Journal of Educational Technology & …, 2014 - JSTOR
In this study, an augmented reality-based mobile learning system is proposed for conducting
inquiry-based learning activities. An experiment has been conducted to examine the …