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[HTML][HTML] What influences algorithmic decision-making? A systematic literature review on algorithm aversion
With the continuing application of artificial intelligence (AI) technologies in decision-making,
algorithmic decision-making is becoming more efficient, often even outperforming humans …
algorithmic decision-making is becoming more efficient, often even outperforming humans …
[HTML][HTML] Forecasting: theory and practice
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …
uncertainty that surrounds the future is both exciting and challenging, with individuals and …
Exploring consumers' response to text-based chatbots in e-commerce: the moderating role of task complexity and chatbot disclosure
Purpose Artificial intelligence (AI)-based chatbots have brought unprecedented business
potential. This study aims to explore consumers' trust and response to a text-based chatbot …
potential. This study aims to explore consumers' trust and response to a text-based chatbot …
Task-dependent algorithm aversion
Research suggests that consumers are averse to relying on algorithms to perform tasks that
are typically done by humans, despite the fact that algorithms often perform better. The …
are typically done by humans, despite the fact that algorithms often perform better. The …
A systematic review of algorithm aversion in augmented decision making
Despite abundant literature theorizing societal implications of algorithmic decision making,
relatively little is known about the conditions that lead to the acceptance or rejection of …
relatively little is known about the conditions that lead to the acceptance or rejection of …
Resistance to medical artificial intelligence
Artificial intelligence (AI) is revolutionizing healthcare, but little is known about consumer
receptivity to AI in medicine. Consumers are reluctant to utilize healthcare provided by AI in …
receptivity to AI in medicine. Consumers are reluctant to utilize healthcare provided by AI in …
[PDF][PDF] Why are we averse towards algorithms? A comprehensive literature review on algorithm aversion
With technological developments in artificial intelligence, algorithms are increasingly
capable to perform tasks that were considered to be unique for humans. However, literature …
capable to perform tasks that were considered to be unique for humans. However, literature …
Hybrid intelligence
Research has a long history of discussing what is superior in predicting certain outcomes:
statistical methods or the human brain. This debate has repeatedly been sparked off by the …
statistical methods or the human brain. This debate has repeatedly been sparked off by the …
Understanding the effect of accuracy on trust in machine learning models
We address a relatively under-explored aspect of human-computer interaction: people's
abilities to understand the relationship between a machine learning model's stated …
abilities to understand the relationship between a machine learning model's stated …
Manipulating and measuring model interpretability
F Poursabzi-Sangdeh, DG Goldstein… - Proceedings of the …, 2021 - dl.acm.org
With machine learning models being increasingly used to aid decision making even in high-
stakes domains, there has been a growing interest in develo** interpretable models …
stakes domains, there has been a growing interest in develo** interpretable models …