When consumers need more interpretability of artificial intelligence (AI) recommendations? The effect of decision-making domains

Understanding digital consumer: A review, synthesis, and future research agenda

(2022) Ayşegül Sağkaya Güngör et al.   International Journal of Consumer Studies

Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks

(2022) Ehsan Elahi et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Public attitudes value interpretability but prioritize accuracy in Artificial Intelligence

(2022) Anne-Marie Nussberger et al.   Nature Communications

GLocalX - From Local to Global Explanations of Black Box AI Models

(2021) Mattia Setzu et al.   ARTIFICIAL INTELLIGENCE

An In-ad contents-based viewability prediction framework using Artificial Intelligence for Web Ads

(2021) Muhammad Asad et al.   ARTIFICIAL INTELLIGENCE REVIEW

Understanding, explaining, and utilizing medical artificial intelligence

(2021) Romain Cadario et al.   Nature Human Behaviour

Influence of human versus AI recommenders: The roles of product type and cognitive processes

(2021) Anders Hauge Wien et al.   JOURNAL OF BUSINESS RESEARCH

The Effects of Explainability and Causability on Perception, Trust, and Acceptance: Implications for Explainable AI

(2020) Full Professor Donghee Shin   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies

(2020) Aniek F. Markus et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Evaluating XAI: A comparison of rule-based and example-based explanations

(2020) Jasper van der Waa et al.   ARTIFICIAL INTELLIGENCE

Post-hoc explanation of black-box classifiers using confident itemsets

(2020) Milad Moradi et al.   EXPERT SYSTEMS WITH APPLICATIONS

DARPA’s Explainable Artificial Intelligence (XAI) Program

(2019) David Gunning et al.   AI MAGAZINE

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

From needs to goals and representations: Foundations for a unified theory of motivation, personality, and development.

(2017) Carol S. Dweck   PSYCHOLOGICAL REVIEW

Examining the influence of online reviews on consumers' decision-making: A heuristic–systematic model

(2014) Kem Z.K. Zhang et al.   DECISION SUPPORT SYSTEMS