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A Novel Stemming Algorithm for Albanian: A Data Mining Approach for Document Classification in Albanian - Couverture souple

Sadiku, Jetmir

 
9783659194467: A Novel Stemming Algorithm for Albanian: A Data Mining Approach for Document Classification in Albanian
Couverture souple
ISBN 10 : 3659194468 ISBN 13 : 9783659194467
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

This book deals with the design and building a stemming algorithm for the Albanian language and than using it to classify a corpus of documents. The work is based on research on stemming algorithms of other languages and the morphology of Albanian. Text Mining is a knowledge-intensive technique that is used to interact with a collection of documents by employing a set of analysis tools. Data/Text Mining (data can be text) is becoming a very useful process today for gathering information based on stored data. The most useful fields where data mining helps most are medicine, banking, finance, marketing, spam filtering etc. A stemming algorithm is a procedure that removes the suffixes from the words providing the root (stem) of the words. Stemming is needed in search engines to reduce the number of words with the same stem giving a reduced number of indexes. This book represents a first set of rules for Albanian that will be used in a stemming algorithm and for the first time, a list of stopwords of Albanian will be represented.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book deals with the design and building a stemming algorithm for the Albanian language and than using it to classify a corpus of documents. The work is based on research on stemming algorithms of other languages and the morphology of Albanian. Text Mining is a knowledge-intensive technique that is used to interact with a collection of documents by employing a set of analysis tools. Data/Text Mining (data can be text) is becoming a very useful process today for gathering information based on stored data. The most useful fields where data mining helps most are medicine, banking, finance, marketing, spam filtering etc. A stemming algorithm is a procedure that removes the suffixes from the words providing the root (stem) of the words. Stemming is needed in search engines to reduce the number of words with the same stem giving a reduced number of indexes. This book represents a first set of rules for Albanian that will be used in a stemming algorithm and for the first time, a list of stopwords of Albanian will be represented.

Biographie de l'auteur

Jetmir received M.Sc. in Computer Sience in 2011 at University of New York Tirana and B.Sc. in Computer Engineering in 2009 at Polytechnic University of Tirana. His interest focuses on Data Mining and Stemming Algorithms. He is working as IT Specialist at Societe Generale Albania Bank and has also worked as IT Consultant at Ministry of Education.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659194468
ISBN 13 
9783659194467
Reliure
Broché
Nombre de pages
104
Coordonnées du fabricant
non disponible
Personne responsable
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