The Problems and Methods of Automatic Text Document Classification

被引：0
|
作者：
V. A. Yatsko
机构：
[1] Katanov Khakass State University,
来源：
Automatic Documentation and Mathematical Linguistics | 2021年 / 55卷
关键词：
automatic text classification; problems and methods; approaches to the classification; reduction of texts dimensionality; creation of dictionaries; term weighting; Bayes theorem;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：274 / 285
页数：11
相关论文
共 50 条
  • [31] THE USE OF TITLES FOR AUTOMATIC DOCUMENT CLASSIFICATION
    HAMILL, KA
    ZAMORA, A
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1980, 31 (06): : 396 - 402
  • [32] Automatic document classification of biological literature
    David Chen
    Hans-Michael Müller
    Paul W Sternberg
    BMC Bioinformatics, 7
  • [33] Text document classification using swarm intelligence
    Vizine, AL
    de Castro, LN
    Gudwin, RR
    2005 INTERNATIONAL CONFERENCE ON INTEGRATION OF KNOWLEDGE INTENSIVE MULTI-AGENT SYSTEMS: KIMAS'05: MODELING, EXPLORATION, AND ENGINEERING, 2005, : 134 - 139
  • [34] Integrating Rich Document Representations for Text Classification
    Jiang, Suqi
    Lewris, Jason
    Voltmer, Michael
    Wang, Hongning
    2016 IEEE SYSTEMS AND INFORMATION ENGINEERING DESIGN SYMPOSIUM (SIEDS), 2016, : 303 - 308
  • [35] Document segmentation and classification into musical scores and text
    Pedersoli, Fabrizio
    Tzanetakis, George
    INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2016, 19 (04) : 289 - 304
  • [36] Hybrid Text Mining Model for Document Classification
    Vidhya, K. A.
    Aghila, G.
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1, 2010, : 210 - 214
  • [37] Text document classification based on mixture models
    Novovicová, J
    Malík, A
    KYBERNETIKA, 2004, 40 (03) : 293 - 304
  • [38] Document segmentation and classification into musical scores and text
    Fabrizio Pedersoli
    George Tzanetakis
    International Journal on Document Analysis and Recognition (IJDAR), 2016, 19 : 289 - 304
  • [39] Automatic Folder Allocation System for Electronic Text Document Repositories Using Enhanced Bayesian Classification Approach
    Choo, Wou Onn
    Lee, Lam Hong
    Tay, Yen Pei
    Goh, Khang Wen
    Isa, Dino
    Fati, Suliman Mohamed
    INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2019, 15 (02) : 1 - 19
  • [40] An Automatic Text Classification Method Based on Hierarchical Taxonomies, Neural Networks and Document Embedding: The NETHIC Tool
    Lomasto, Luigi
    Di Florio, Rosario
    Ciapetti, Andrea
    Miscione, Giuseppe
    Ruggiero, Giulia
    Toti, Daniele
    ENTERPRISE INFORMATION SYSTEMS (ICEIS 2019), 2020, 378 : 57 - 77
12345