Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning

Author:

Draschner Carsten Felix1ORCID,Jabeen Hajira2ORCID,Lehmann Jens3ORCID

Affiliation:

1. Information Systems and Artificial Intelligence, University of Bonn,Bonn,Germany

2. Big Data Analytics Leibniz GESIS Institute,Cologne,Germany

3. Amazon (Work done while at University of Bonn.),Dresden,Germany

Publisher

IEEE

Reference48 articles.

1. DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs

2. Knowledge Graph Embedding Compression

3. Knowledge graph embeddings and explainable ai;palmonari;Knowledge Graphs for Explainable Artificial Intelligence Foundations Applications and Challenges,2020

4. On the role of knowledge graphs in explainable AI

5. Pytorch-biggraph: A large-scale graph embedding system;lerer;ArXiv Preprint,2019

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2. Intelligent Financial Risk Warning for Enterprises Through Knowledge Graph-Based Deep Learning;Journal of Circuits, Systems and Computers;2024-04-24

3. Unveiling Threats: Leveraging User Behavior Analysis for Enhanced Cybersecurity;2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI);2023-06-29

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