WebMap -- Large Language Model-assisted Semantic Link Induction in the Web
This addresses the challenge for researchers hindered by inefficient web search tools, though it appears incremental as it builds on an existing WebMap framework.
The paper tackles the problem of inadequate support for research tasks by current web search engines by proposing functional extensions to WebMap, a semantically induced overlay linking structure, which dynamically determines and regroups document clusters, creates semantic signposts, and enables interactive topic tracing.
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.