Krzysztof Ciesielski, Mieczysław A. Kłopotek:
Contextual Maps for browsing Huge Document Collections.
Abstract
The increasing number of documents returned by search engines
for typical requests makes it necessary to look for new methods of
representation of contents of the results, like document maps. Though
visually impressive, doc maps (e.g. WebSOM) are extensively resource
consuming and hard to use for huge collections.
In this paper, we present a novel approach, which does not require
creation of a complex, global map-based model for the whole document
collection. Instead, a hierarchy of topic-sensitive maps is created. We
argue that such approach is not only much less complex in terms of
processing time and memory requirement, but also leads to a robust
map-based browsing of the document collection.
URL:
http://rewerse.net/publications/rewerse-publications.html#REWERSE-RP-2006-082
@inproceedings{REWERSE-RP-2006-082, author = {Krzysztof Ciesielski and Mieczys\law A. K\lopotek}, title = {Contextual Maps for browsing Huge Document Collections}, booktitle = {Proceedings of 16th International Symposium on Methodologies for Intelligent Systems, Bari, Italy (27th--29th September 2006)}, year = {2006}, volume = {4203}, series = {LNAI}, pages = {713--722}, url = {http://rewerse.net/publications/rewerse-publications.html#REWERSE-RP-2006-082} }