Logo des Repositoriums
 

Classifying documents by distributed P2P clustering

Kurzanzeige
dc.contributor.authorEisenhardt, Martin
dc.contributor.authorMüller, Wolfgang
dc.contributor.authorHenrich, Andreas
dc.contributor.editorDittrich, Klaus R.
dc.contributor.editorKönig, Wolfgang
dc.contributor.editorOberweis, Andreas
dc.contributor.editorRannenberg, Kai
dc.contributor.editorWahlster, Wolfgang
dc.date.accessioned2019-11-14T10:42:57Z
dc.date.available2019-11-14T10:42:57Z
dc.date.issued2003
dc.description.abstractClustering documents into classes is an important task in many Information Retrieval (IR) systems. This achieved grouping enables a description of the contents of the document collection in terms of the classes the documents fall into. The compactness of such a description is even more desirable in cases where the document collection is spread across different computers and locations; document classes can then be used to describe each partial document collection in a conveniently short form that can easily be exchanged with other nodes on the network. Unfortunately, most clustering schemes cannot easily be distributed. Additionally, the costs of transferring all data to a central clustering service are prohibitive in large-scale systems. In this paper, we introduce an approach which is capable of classifying documents that are distributed across a Peer-to-Peer (P2P) network. We present measurements taken on a P2P network using synthetic and real-world data sets.en
dc.identifier.isbn3-88579-364-4
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/29710
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2003 – Innovative Informatikanwendungen, Band 2, Beiträge der 33. Jahrestagung der Gesellschaft für Informatik e.V. (GI)
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-35
dc.titleClassifying documents by distributed P2P clusteringen
dc.typeText/Conference Paper
gi.citation.endPage291
gi.citation.publisherPlaceBonn
gi.citation.startPage286
gi.conference.date29. September - 2. Oktober 2003
gi.conference.locationFrankfurt am Main
gi.conference.sessiontitleRegular Research Papers

Dateien

Originalbündel
1 - 1 von 1
Vorschaubild
Name:
GI-Proceedings.35-51.pdf
Größe:
103.12 KB
Format:
Adobe Portable Document Format
Herunterladen

Sammlungen

P035 - INFORMATIK 2003 - Innovative Informatikanwendungen - Band 2