Skip to main content

CURRENTLY SOLD OUT

Arabic Text Classification by Motaz Saad (Paperback, 2011)

About this product

About this product

Product Information

Text mining draw more and more attention recently, it has been applied on different domains including web mining, and sentiment analysis. Text preprocessing is an important stage in text mining. The main problems in text mining are structuring text data, and the very high dimensionality of text data. Natural language processing and morphological tools can be employed to reduce the dimensionality of text data. In addition, term weighting schemes can be used to enhance text representation as feature vector. Researches in the field of Arabic text mining are still fairly limited. The work of this book presents and compares the impact of text preprocessing on Arabic text classification using popular text classification algorithms. Text preprocessing includes applying different term weighting schemes, and Arabic morphological analysis (stemming and light stemming). Text Classification algorithms are applied on 7 Arabic corpora. Results show that Light stemming with term pruning is best feature reduction technique; Support Vector Machines and Naive Bayes variations outperform other algorithms; Weighting schemes impact the performance of distance based classifier.

Product Identifiers

Publisher
LAP
ISBN-13
9783844319576
eBay Product ID (ePID)
108481229

Product Key Features

Author
Motaz Saad
Publication Name
Arabic Text Classification
Format
Paperback
Language
English
Subject
Engineering & Technology
Publication Year
2011
Type
Textbook
Number of Pages
172 Pages

Dimensions

Item Height
229mm
Item Width
152mm
Item Weight
259g

Additional Product Features

Title_Author
Motaz Saad
Country/Region of Manufacture
Germany

Best Selling in Textbooks

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Best Selling in Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)
4.6 out of 5 stars based on 15 product ratings
$35.70 New
$34.00 Used
Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)
5.0 out of 5 stars based on 7 product ratings
$12.19 New
$11.50 Used
Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)
5.0 out of 5 stars based on 14 product ratings
$29.99 New
---- Used
Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)
5.0 out of 5 stars based on 1 product rating
$19.98 New
$10.00 Used
Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)
4.9 out of 5 stars based on 17 product ratings
$18.24 New
$15.86 Used
Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)
4.2 out of 5 stars based on 5 product ratings
$20.98 New
$18.00 Used
Diagnostic and Statistical Manual of Mental Disorders : DSM-5-TR by American Psychiatric Association (2022, Hardcover)
4.9 out of 5 stars based on 8 product ratings
$41.45 New
$38.99 Used

Save on Textbooks

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Save on Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR Brand new
$32.00
Trending at $42.75
Designing Data-Intensive Applications : The Big Ideas Behind Reliable.....
$18.24
Trending at $18.75
International Residential Code for One and Two-Family Dwellings 2021 free ship
$58.00
Trending at $68.00
National Electrical Code (NEC) NFPA 70 2020 Edition Spiral USA STOCK
$33.90
Trending at $36.40
The Mountain is You By Brianna Wiest USA Stock Premium Quality Free Shipping
$7.00
Trending at $9.18
Publication Manual of the American Psychological Association: 7th Edition, 2020
$14.45
Trending at $15.95

You may also like

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- You may also like