WebMap -- Large Language Model-assisted Semantic Link Induction in the Web
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866917983892275200 |
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| author | Pokharel, Shiraj Roßrucker, Georg P. Kubek, Mario M. |
| author_facet | Pokharel, Shiraj Roßrucker, Georg P. Kubek, Mario M. |
| contents | 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. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2504_08763 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | WebMap -- Large Language Model-assisted Semantic Link Induction in the Web Pokharel, Shiraj Roßrucker, Georg P. Kubek, Mario M. Information Retrieval Artificial Intelligence Computation and Language Machine Learning 68T50, 68T07 I.2.6; I.2.7; H.3.3 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. |
| title | WebMap -- Large Language Model-assisted Semantic Link Induction in the Web |
| topic | Information Retrieval Artificial Intelligence Computation and Language Machine Learning 68T50, 68T07 I.2.6; I.2.7; H.3.3 |
| url | https://arxiv.org/abs/2504.08763 |