Anthropomorphism in AI-enabled technology: A literature review

M Li, A Suh - Electronic Markets, 2022 - Springer
Research advances in artificial intelligence (AI) capabilities have resulted in intelligent and
humanlike AI-enabled technology (AIET). The concept of anthropomorphism—the attribution …

Explainable artificial intelligence in information systems: A review of the status quo and future research directions

J Brasse, HR Broder, M Förster, M Klier, I Sigler - Electronic Markets, 2023 - Springer
The quest to open black box artificial intelligence (AI) systems evolved into an emerging
phenomenon of global interest for academia, business, and society and brought about the …

User trust in recommendation systems: A comparison of content-based, collaborative and demographic filtering

M Liao, SS Sundar, J B. Walther - … of the 2022 CHI conference on human …, 2022 - dl.acm.org
Three of the most common approaches used in recommender systems are content-based
filtering (matching users' preferences with products' characteristics), collaborative filtering …

Who needs explanation and when? Juggling explainable AI and user epistemic uncertainty

J Jiang, S Kahai, M Yang - International Journal of Human-Computer …, 2022 - Elsevier
In recent years, AI explainability (XAI) has received wide attention. Although XAI is expected
to play a positive role in decision-making and advice acceptance, various opposing effects …

[HTML][HTML] Assessing the communication gap between AI models and healthcare professionals: Explainability, utility and trust in AI-driven clinical decision-making

O Wysocki, JK Davies, M Vigo, AC Armstrong… - Artificial Intelligence, 2023 - Elsevier
This paper contributes with a pragmatic evaluation framework for explainable Machine
Learning (ML) models for clinical decision support. The study revealed a more nuanced role …

[PDF][PDF] Artificial intelligence (AI) and the impact of enhancing the consistency and interpretation of financial statement in the classified hotels in aqaba, Jordan

MMA Saleh, OAA Jawabreh, R Al Om… - Academy of Strategic …, 2021 - researchgate.net
ABSTRACT Aim/Purpose: The study aims at investigating to know the effect of artificial
intelligence (AI) on the quality and interpretation of financial statements in the hotels …

The past, present, and prospective future of xai: A comprehensive review

MU Islam, M Mozaharul Mottalib, M Hassan… - … Artificial Intelligence for …, 2022 - Springer
With the increasing growth and availability of data, Artificial Intelligence (AI) based black-box
models have shown significant effectiveness to solve real-world and mission-critical …

Effects of Explanation Strategy and Autonomy of Explainable AI on Human–AI Collaborative Decision-making

B Wang, T Yuan, PLP Rau - International Journal of Social Robotics, 2024 - Springer
This study examined the effects of explanation strategy (global explanation vs. deductive
explanation vs. contrastive explanation) and autonomy level (high vs. low) of explainable …

Investigating the effects of nudges to promote knowledge-sharing behaviours on MOOC forums: a mixed method design

Y Shi, A Haller, A Reeson, X Li, C Li - Behaviour & Information …, 2024 - Taylor & Francis
Knowledge-sharing in forums is an integral part of many MOOCs (Massive Open Online
Courses). However, forum usage for knowledge-sharing in MOOCs is often inadequate. This …

[PDF][PDF] Investigating Human-Centered Perspectives in Explainable Artificial Intelligence

M Suffian, I Stepin, JM Alonso-Moral… - CEUR WORKSHOP …, 2023 - ceur-ws.org
The widespread use of Artificial Intelligence (AI) in various domains has led to a growing
demand for algorithmic understanding, transparency, and trustworthiness. The field of …