Cold-start visualization recommendation driven by large language models for ocean data analysis

Cold-start visualization recommendation driven by large language models for ocean data analysis

IntroductionMarine data is typically large-scale and complex, requiring effective visualization recommendation systems for data filtering and value extraction. The primary challenge in visualization automatic recommendation lies in the conflict between the inherent ambiguity of user intentions and t...

Full description

Saved in:
Bibliographic Details
Main Authors: Xin Li, Jixiu Liao, Wen Liu, Yu Miao, Leyu Wang, Shuqing Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Marine Science
Subjects:
large language model
visualization recommendation
machine learning
cold-start recommendation
ocean data
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1554241/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items