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 …

The programmer's assistant: Conversational interaction with a large language model for software development

SI Ross, F Martinez, S Houde, M Muller… - Proceedings of the 28th …, 2023 - dl.acm.org
Large language models (LLMs) have recently been applied in software engineering to
perform tasks such as translating code between programming languages, generating code …

An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions

J Shi, R Jain, H Doh, R Suzuki, K Ramani - arxiv preprint arxiv …, 2023 - arxiv.org
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

S Ye, J Lauer, M Zhou, A Mathis… - Advances in neural …, 2024 - proceedings.neurips.cc
The process of quantifying and analyzing animal behavior involves translating the naturally
occurring descriptive language of their actions into machine-readable code. Yet, codifying …

Application of artificial intelligence for fraudulent banking operations recognition

B Mytnyk, O Tkachyk, N Shakhovska… - Big Data and Cognitive …, 2023 - mdpi.com
This study considers the task of applying artificial intelligence to recognize bank fraud. In
recent years, due to the COVID-19 pandemic, bank fraud has become even more common …

Slide4n: Creating presentation slides from computational notebooks with human-ai collaboration

F Wang, X Liu, O Liu, A Neshati, T Ma, M Zhu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Data scientists often have to use other presentation tools (eg, Microsoft PowerPoint) to
create slides to communicate their analysis obtained using computational notebooks. Much …

How do data analysts respond to ai assistance? a wizard-of-oz study

K Gu, M Grunde-McLaughlin, A McNutt, J Heer… - Proceedings of the CHI …, 2024 - dl.acm.org
Data analysis is challenging as analysts must navigate nuanced decisions that may yield
divergent conclusions. AI assistants have the potential to support analysts in planning their …

Inksight: Leveraging sketch interaction for documenting chart findings in computational notebooks

Y Lin, H Li, L Yang, A Wu, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Computational notebooks have become increasingly popular for exploratory data analysis
due to their ability to support data exploration and explanation within a single document …

Notable: On-the-fly assistant for data storytelling in computational notebooks

H Li, L Ying, H Zhang, Y Wu, H Qu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Computational notebooks are widely used for data analysis. Their interleaved displays of
code and execution results (eg, visualizations) are welcomed since they enable iterative …

Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making

C Zheng, Y Wu, C Shi, S Ma, J Luo, X Ma - Proceedings of the 2023 CHI …, 2023 - dl.acm.org
Existing research on human-AI collaborative decision-making focuses mainly on the
interaction between AI and individual decision-makers. There is a limited understanding of …