What is human-centered about human-centered AI? A map of the research landscape
T Capel, M Brereton - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
The application of Artificial Intelligence (AI) across a wide range of domains comes with both
high expectations of its benefits and dire predictions of misuse. While AI systems have …
high expectations of its benefits and dire predictions of misuse. While AI systems have …
Sequence-aware recommender systems
Recommender systems are one of the most successful applications of data mining and
machine-learning technology in practice. Academic research in the field is historically often …
machine-learning technology in practice. Academic research in the field is historically often …
What do we want from Explainable Artificial Intelligence (XAI)?–A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research
Abstract Previous research in Explainable Artificial Intelligence (XAI) suggests that a main
aim of explainability approaches is to satisfy specific interests, goals, expectations, needs …
aim of explainability approaches is to satisfy specific interests, goals, expectations, needs …
What does it mean for a language model to preserve privacy?
Natural language reflects our private lives and identities, making its privacy concerns as
broad as those of real life. Language models lack the ability to understand the context and …
broad as those of real life. Language models lack the ability to understand the context and …
Technologizing Bronfenbrenner: neo-ecological theory
JL Navarro, JRH Tudge - Current Psychology, 2023 - Springer
We propose an adaptation of Urie Bronfenbrenner's bioecological theory, neo-ecological
theory. As bioecological theory was developed in the 20th century, it requires significant …
theory. As bioecological theory was developed in the 20th century, it requires significant …
Trends and trajectories for explainable, accountable and intelligible systems: An hci research agenda
Advances in artificial intelligence, sensors and big data management have far-reaching
societal impacts. As these systems augment our everyday lives, it becomes increasing-ly …
societal impacts. As these systems augment our everyday lives, it becomes increasing-ly …
Passive social media use and psychological well-being during the COVID-19 pandemic: The role of social comparison and emotion regulation
Social media browsing is commonly seen as a trigger of unhealthy social comparison (ie,
upward contrast), which negatively affects well-being. One underlying assumption is the …
upward contrast), which negatively affects well-being. One underlying assumption is the …
[图书][B] Recommender systems
CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
[图书][B] All data are local: Thinking critically in a data-driven society
YA Loukissas - 2019 - books.google.com
How to analyze data settings rather than data sets, acknowledging the meaning-making
power of the local. In our data-driven society, it is too easy to assume the transparency of …
power of the local. In our data-driven society, it is too easy to assume the transparency of …
Mobile data science and intelligent apps: concepts, AI-based modeling and research directions
Artificial intelligence (AI) techniques have grown rapidly in recent years in the context of
computing with smart mobile phones that typically allows the devices to function in an …
computing with smart mobile phones that typically allows the devices to function in an …