Ending Spam: Bayesian Content Filtering and the Art of Statistical Language Classification - Couverture souple

Zdziarski, Jonathan A.

 
9781593270520: Ending Spam: Bayesian Content Filtering and the Art of Statistical Language Classification
Couverture souple
ISBN 10 : 1593270526 ISBN 13 : 9781593270520
Editeur : No Starch Press,US, 2005

Synopsis

Through considerable research, creative minds have invented clever new ways to fight spam in all its nefarious forms. This landmark title describes, in depth, how statistical filtering is being used by next generation spam filters to identify and filter spam. Zdziarski explains how spam filtering works and how language classification and machine learning combine to produce remarkably accurate spam filters. Readers gain a complete understanding of the mathematical approaches used in today's spam filters, decoding, tokenization, the use of various algorithms (including Bayesian analysis and Markovian discrimination), and the benefits of using open-source solutions to end spam. Interviews with the creators of many of the best spam filters provide further insight into the anti-spam crusade.

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

À propos de l?auteur

Jonathan A. Zdziarski has been fighting spam for eight years, and has spent a significant portion of the past two years working on the next generation spam filter DSPAM, with up to 99.985% accuracy. Zdziarski lectures widely on the topic of spam.

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

Éditeur
No Starch Press,US
Date d'édition
2005
Langue
anglais
ISBN 10 
1593270526
ISBN 13 
9781593270520
Reliure
Broché
Nombre de pages
312
Coordonnées du fabricant
non disponible
Personne responsable
non disponible