Ironies of Generative AI: Understanding and mitigating productivity loss in human-AI interactions
Generative AI (GenAI) systems offer opportunities to increase user productivity in many
tasks, such as programming and writing. However, while they boost productivity in some …
tasks, such as programming and writing. However, while they boost productivity in some …
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
Translating natural language to visualization (NL2VIS) has shown great promise for visual
data analysis, but it remains a challenging task that requires multiple low-level …
data analysis, but it remains a challenging task that requires multiple low-level …
[PDF][PDF] “It's like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study
Generative AI tools can help users with many tasks. One such task is data analysis, which is
notoriously challenging for non-expert end-users due to its expertise requirements, and …
notoriously challenging for non-expert end-users due to its expertise requirements, and …
Analysis streaming application viewership with EDA
AI Permana - Journal of Intelligent Decision Support System …, 2023 - idss.iocspublisher.org
Streaming applications require a high amount of bandwidth to deliver high-quality media
content to users. However, bandwidth is not always available or consistent, especially in …
content to users. However, bandwidth is not always available or consistent, especially in …