WebMap -- Large Language Model-assisted Semantic Link Induction in the Web
Information Retrieval
2025-04-15 v1 Artificial Intelligence
Computation and Language
Machine Learning
Abstract
Carrying out research tasks is only inadequately supported, if not hindered, by current web search engines. This paper therefore proposes functional extensions of WebMap, a semantically induced overlay linking structure on the web to inherently facilitate research activities. These add-ons support the dynamic determination and regrouping of document clusters, the creation of a semantic signpost in the web, and the interactive tracing of topics back to their origins.
Cite
@article{arxiv.2504.08763,
title = {WebMap -- Large Language Model-assisted Semantic Link Induction in the Web},
author = {Shiraj Pokharel and Georg P. Roßrucker and Mario M. Kubek},
journal= {arXiv preprint arXiv:2504.08763},
year = {2025}
}
Comments
11 pages, 3 figures, accepted at the 2024 24th International Conference on Innovations for Community Services (I4CS), June 12 - 14, Maastricht, The Netherlands, 2024