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Comparative study of clustering algorithms on textual databases - Clustering of curricula vitae into comptency-based groups to support knowledge management [Paperback]

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Item description for Comparative study of clustering algorithms on textual databases - Clustering of curricula vitae into comptency-based groups to support knowledge management by R. Spiegler Sebastian...

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.



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Item Specifications...


Pages   96
Est. Packaging Dimensions:   Length: 9.61" Width: 6.69" Height: 0.2"
Weight:   0.37 lbs.
Binding  Softcover
Release Date   Nov 21, 2007
Publisher   VDM Verlag Dr. Mueller e.K.
ISBN  3836448793  
ISBN13  9783836448796  


Availability  88 units.
Availability accurate as of Mar 26, 2017 11:09.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Subjects > Computers & Internet > Computer Science
2Books > Subjects > Computers & Internet > Databases > Database Management Systems
3Books > Subjects > Computers & Internet > General
4Books > Subjects > Computers & Internet > Programming > Algorithms > General
5Books > Subjects > Science > Biological Sciences > Bioinformatics



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