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Web Page Recommendation Approach Using Weighted Sequential Patterns - Softcover

K, Suneetha

 
9786204717630: Web Page Recommendation Approach Using Weighted Sequential Patterns
Softcover
ISBN 10: 6204717634 ISBN 13: 9786204717630
Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

To predict the web users navigation with the help of Web Usage Mining techniques. This book primarily focuses on real world applicability of a new Web page Recommendation approach using both Weighted Sequential patterns and Markov probabilistic model. To find the Weighted Sequential patterns, the existing PrefixSpan algorithm has been modified by incorporating the weightage constraints such as spending time and recent visiting. Once the weighted sequential patterns are identified, a Patricia-trie based tree is constructed. Finally from the constructed pattern tree, the recommendation of web pages to the current users is done with the help of Markov probabilistic model. This model enables the reasoning and computation as intractable to identify the future access web pages based on the user past browsing interests.

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Über die Autorin bzw. den Autor

Tenho um desejo insaciável de abordar os problemas da Data Mining. Creio que existem muitas vias possíveis de investigação que incluem algoritmos genéticos e programação, máquinas vetoriais de apoio, técnicas de agrupamento, redes Bayesianas, modelagem Markov, aprendizagem de reforço, aprendizagem não supervisionada, etc.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6204717634
ISBN 13 
9786204717630
Einband
Taschenbuch
Anzahl der Seiten
188
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editorial Academica Espanola
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland