Ask your Data: AI-based Query Generation for Knowledge Graphs

This poster shows the general approach of this project and what data and data scheme is used. First, an introduction into what problem for users and big datasets from different sources exists and what the goals of this project are. Some explanation of basic concepts about RDF, knowledge graphs and LLMs follow. Afterwards, the current data in use is listed and example for demonstration purpose is described. Future directions and possibilities for this project are listed as well.

Publication Details

Journal
PUBLISSO (German National Library of Medicine)
Published
2024-10-11
DOI
https://doi.org/10.4126/frl01-006488511
Primary Topic
Species Distribution and Climate Change
Type
article
Field-Weighted Citation Impact
0.00
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article

Ask your Data: AI-based Query Generation for Knowledge Graphs

PUBLISSO (German National Library of Medicine)
Species Distribution and Climate Change
article

Ask your Data: AI-based Query Generation for Knowledge Graphs

article en

Abstract

This poster shows the general approach of this project and what data and data scheme is used. First, an introduction into what problem for users and big datasets from different sources exists and what the goals of this project are. Some explanation of basic concepts about RDF, knowledge graphs and LLMs follow. Afterwards, the current data in use is listed and example for demonstration purpose is described. Future directions and possibilities for this project are listed as well.

PUBLISSO (German National Library of Medicine)
Openalex Percentile: Top 62%
Species Distribution and Climate Change
DOIOpen Access PDFOpenAlex
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Ask your Data: AI-based Query Generation for Knowledge Graphs · PUBLISSO (German National Library of Medicine) (2024) | TGRS Research Map | TGRS