Arabic part-of-speech tagger based support vectors machines

被引：0
|
作者：
Yousif, Jabar Hassan [1 ]
Sembok, Tengku Mohd Tengku [2 ]
机构：
[1] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ukm Bangi 43600, Selangor, Malaysia
[2] Natl Def Univ Malaysia, Kuala Lumpur 57000, Malaysia
来源：
INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE | 2008年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Support Vector Machines (SVMs) and related kernal methods have become widely known tools for text mining tasks such as classification and regression. The Arabic part of speech (POS) based support vectors machine is designed and implemented. the NeuroSolutions software is used to adopt and learn the proposed tagger. The Radial basis functions (RBFs) is used as a linear function approximator. The experiments has give an evinced that the SVMS tagger is accurate of (99.99%), has low processing time, and use a little a mount of data at training phase.
引用
收藏
页码：2084 / +
页数：3
相关论文
共 50 条
  • [1] An Efficient Part-of-Speech Tagger for Arabic
    Kopru, Selcuk
    [J]. COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, PT I, 2011, 6608 : 202 - 213
  • [2] Tamil Part-of-Speech tagger based on SVMTool
    Dhanalakshmi, V
    Anandkumar, M.
    Vijaya, M. S.
    Loganathan, R.
    Soman, K. P.
    Rajendran, S.
    [J]. RECENT ADVANCES OF ASIAN LANGUAGE PROCESSING TECHNOLOGIES, 2008, : 59 - +
  • [3] A suffix based part-of-speech tagger for Turkish
    Dincer, Taner
    Karaoglan, Bahar
    Kisla, Tarik
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, 2008, : 680 - +
  • [4] A FARSI PART-OF-SPEECH TAGGER BASED on MARKOV MODEL
    Mohseni, Mahdi
    Motalebi, Hasan
    Minaei-bidgoli, Behrouz
    Shokrollahi-far, Mahmoud
    [J]. APPLIED COMPUTING 2008, VOLS 1-3, 2008, : 1588 - +
  • [5] Implementing an efficient part-of-speech tagger
    Carlberger, J
    Kann, V
    [J]. SOFTWARE-PRACTICE & EXPERIENCE, 1999, 29 (09): : 815 - 832
  • [6] An Accurate Persian Part-of-Speech Tagger
    Okhovvat, Morteza
    Sharifi, Mohsen
    Bidgoli, Behrouz Minaei
    [J]. COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2020, 35 (06): : 423 - 430
  • [7] A Practical Part-of-Speech Tagger for Bengali
    Sarkar, Kamal
    Gayen, Vivekananda
    [J]. 2012 THIRD INTERNATIONAL CONFERENCE ON EMERGING APPLICATIONS OF INFORMATION TECHNOLOGY (EAIT), 2012, : 36 - 40
  • [8] Fine-Grain Morphological Analyzer and Part-of-Speech Tagger for Arabic Text
    Sawalha, Majdi
    Atwell, Eric
    [J]. LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, : 1258 - 1265
  • [9] A Persian Part-Of-Speech Tagger Based on Morphological Analysis
    Mohseni, Mahdi
    Minaei-bidgoli, Behrouz
    [J]. LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, : 1253 - 1257
  • [10] An accurate Persian part-of-speech tagger
    Okhovvat, Morteza
    Sharifi, Mohsen
    Bidgoli, Behrouz Minaei
    [J]. Computer Systems Science and Engineering, 2020, 35 (06): : 423 - 430
12345