Description: Comparative study of clustering algorithms on textual databases - Clustering of curricula vitae into comptency-based groups to support knowledge management by Sebastian R. Spiegler The large collection of Brazilian researcher`s curricula vitae held on the Lattes Platform provides a formidable base for the discovery of information about people`s skills, abilities and knowledge which is referred to as competencies. Results from the analysis of competencies can be applied in human resources, project management and the planning of on-the-job training in terms of how to enforce collaboration, how to build or modify teams and how to direct resources. The study builds on Knowledge Discovery in Textual Database (KDT) in order to analyze each step from data selection, term extraction and weighting to clustering and the interpretation toward knowledge management. For the division of an input dataset into a priori unknown competency-based groups two clustering algorithms have been implemented, namely the k-means algorithm and Kohonen Self-Organizing Maps (Kohonen-SOM). Two illustration techniques for competency-based groups as well as decision rules for the application of both algorithms will be presented. FORMAT Paperback LANGUAGE English CONDITION Brand New Details ISBN3836448793 Author Sebastian R. Spiegler Short Title COMPARATIVE STUDY OF CLUSTERIN Pages 96 Language English ISBN-10 3836448793 ISBN-13 9783836448796 Media Book Format Paperback Year 2007 DOI 10.1604/9783836448796 UK Release Date 2007-11-21 Imprint VDM Verlag Dr. Mueller E.K. Country of Publication Germany Publisher VDM Verlag Dr. Mueller E.K. Publication Date 2007-11-21 Audience General We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:132486551;
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ISBN-13: 9783836448796
Book Title: Comparative study of clustering algorithms on textual databases -
Number of Pages: 96 Pages
Language: English
Publication Name: Comparative study of clustering algorithms on textual databases - Clustering of curricula vitae into comptency-based groups to support knowledge management
Publisher: Vdm Verlag Dr. Mueller E.K.
Publication Year: 2007
Subject: Biology
Item Height: 244 mm
Item Weight: 168 g
Type: Textbook
Author: Sebastian R Spiegler
Item Width: 170 mm
Format: Paperback
