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Supporting Web Search and Navigation by an Overlay Linking Structure: Studies in Big Data

Autor Georg Philipp Roßrucker
en Limba Engleză Paperback – 4 ian 2025
Search and navigation in hyperlinked networks have been subjects of research since the Internet emerged. Due to its incompleteness in terms of linking related content, the existing linking structure of the Web and similar networks cannot be utilized as a searchable index without prior application of suitable crawling strategies and content categorization.
Following the example of sitemaps, a map-like extension to the existing link structure of the network is proposed that creates additional contextual links. For this, a concept and algorithms are devised that allow the creation of contextual cluster files, to which documents are assigned and between which semantically relevant links are established. The resulting WebMap covers all searchable resources on the original network in a contextual overlay network and enables new search and navigation approaches.



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Specificații

ISBN-13: 9783031483950
ISBN-10: 3031483952
Pagini: 112
Dimensiuni: 155 x 235 x 7 mm
Greutate: 0.18 kg
Editura: Springer
Seria Studies in Big Data


Cuprins

Introduction.- State of the Art.- A Concept for a Distributed WebMap.- Realization of the WebMap.- Experimental Setup and Results.- Discussion of the Results.- Summary and Future Work.- Bibliography.




Textul de pe ultima copertă

Search and navigation in hyperlinked networks have been subjects of research since the Internet emerged. Due to its incompleteness in terms of linking related content, the existing linking structure of the Web and similar networks cannot be utilized as a searchable index without prior application of suitable crawling strategies and content categorization.
Following the example of sitemaps, a map-like extension to the existing link structure of the network is proposed that creates additional contextual links. For this, a concept and algorithms are devised that allow the creation of contextual cluster files, to which documents are assigned and between which semantically relevant links are established. The resulting WebMap covers all searchable resources on the original network in a contextual overlay network and enables new search and navigation approaches.


Caracteristici

Provides recent research on Web Search and Navigation Proposes an Overlay Linking Structure, providing a semantic extension to a network's existing linking structure Presents a concept and algorithms which allow generating contextual cluster files and semantic links among them