Keyword Categorization using Statistical Methods

被引:2
|
作者
Krasnanska, Dominika [1 ]
Komara, Silvia [1 ]
Vojtkova, Maria [1 ]
机构
[1] Univ Econ Bratislava, Fac Econ Informat, Dolnozemska Cesta 1b, Bratislava, Slovakia
关键词
Keyword analysis; Machine learning; !text type='Python']Python[!/text] programming language; Linear support vector classifier;
D O I
10.18421/TEM103-47
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Keyword analysis is a way to gain insight into market behaviour. It is a detailed analysis of words and phrases that are relevant to the selected area. Keyword analysis should be the first step in any search engine optimization, as it reveals what keywords users enter into search engines when searching the Internet. The keyword categorization process takes up almost half of the total analysis time, as it is not automated. There is currently no known tool in the online advertising market that facilitates keyword categorization. The main goal of this paper is to streamline the process of keyword analysis using selected statistical methods of machine learning applied in the categorization of a specific example.
引用
收藏
页码:1377 / 1384
页数:8
相关论文
共 50 条
  • [31] Keyword Combination Extraction in Text Categorization Based on Ant Colony Optimization
    Yu, Zi-jun
    Wu, Wei-gang
    Xiao, Jing
    Zhang, Jun
    Huang, Rui-Zhang
    Liu, Ou
    2009 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION, 2009, : 430 - +
  • [32] Automatic Software Categorization Using Ensemble Methods and Bytecode Analysis
    Catal, Cagatay
    Tugul, Serkan
    Akpinar, Basar
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2017, 27 (07) : 1129 - 1144
  • [33] An Evaluation of Statistical Approaches to Text Categorization
    Yiming Yang
    Information Retrieval, 1999, 1 (1-2): : 69 - 90
  • [34] DDoS Detection Using Statistical Methods
    Erhan, Derya
    Anarim, Emin
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [35] TECHNICAL FORECASTING USING STATISTICAL METHODS
    RUDNAI, G
    RUSSIAN ENGINEERING JOURNAL-USSR, 1971, 51 (03): : 82 - &
  • [36] Statistical categorization of human histological images
    Zhao, DH
    Chen, YX
    Correa, H
    2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 3713 - 3716
  • [37] Using Statistical Methods to Study Institutions
    Weldon, S. Laurel
    POLITICS & GENDER, 2014, 10 (04) : 661 - 672
  • [38] Topic Modeling for Keyword Extraction: using Natural Language Processing methods for keyword extraction in Portal Min@s
    Candido Junior, Arnaldo
    Magalhaes, Celia
    Caseli, Helena
    Zangirolami, Regis
    REVISTA DE ESTUDOS DA LINGUAGEM, 2015, 23 (03) : 695 - 726
  • [39] Connectionist models of categorization: A statistical interpretation
    Rosseel, Y
    PSYCHOLOGICA BELGICA, 1996, 36 (1-2) : 93 - 112
  • [40] Efficient Spatial Keyword Search Methods for Reflecting Multiple Keyword Domains
    Jo, Bumjoon
    Ahn, Junhong
    Jung, Sungwon
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2019, 35 (04) : 903 - 921