Data Mining and Text Mining - A Survey

被引:0
|
作者
Suresh, R. [1 ]
Harshni, S. R. [1 ]
机构
[1] Sri Manakula Vinayagar Engn Coll, Dept Informat Technol, Pondicherry, India
关键词
data mining; clustering; classification; KDD;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper we mainly focus on the techniques of data mining such as clustering, classification etc. In today's strategy it becomes a hectic task to gather, analyze and extract huge amount of datasets. So we use many efficient methods for the practical integration of the data. Some of the main techniques are fuzzy set theory, approximate reasoning, genetic algorithms etc. It is also useful for transformation to many fields and also decision making. It also enhances Knowledge discovery database(KDD) for retrieving the information from any kind of formats like graph, flow chart, video etc. This mainly focuses on the data mining methodologies to handle the huge amounts of data in logical and systematic manner.
引用
收藏
页码:412 / 419
页数:8
相关论文
共 50 条
  • [31] TEXT AND DATA MINING FOR BIOMEDICAL DISCOVERY
    Gonzalez, Graciela
    Cohen, Kevin Bretonnel
    Leaman, Robert
    Greene, Casey S.
    Shah, Nigam
    Kann, Maricel G.
    Ye, Jieping
    PACIFIC SYMPOSIUM ON BIOCOMPUTING 2014, 2014, : 312 - 315
  • [33] CrossRef text and data mining services
    Lammey, Rachael
    SCIENCE EDITING, 2015, 2 (01): : 22 - 27
  • [34] Genescene: Biomedical text and data mining
    Leroy, G
    Chen, H
    Martinez, JD
    Eggers, S
    Falsey, RR
    Kislin, KL
    Huang, Z
    Li, JX
    Xu, J
    McDonald, DM
    Ng, G
    2003 JOINT CONFERENCE ON DIGITAL LIBRARIES, PROCEEDINGS, 2003, : 116 - 118
  • [35] Text Data Mining of English Interviews
    Ban, Hiromi
    Kimura, Haruhiko
    Oyabu, Takashi
    Minagawa, Jun
    COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, 2015, 9339 : 489 - 499
  • [36] Text Mining in Big Data Analytics
    Cogburn, Derrick L.
    Hine, Michael J.
    Peladeau, Normand
    Yoon, Victoria Y.
    PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 2019, : 892 - 893
  • [37] Text Data Mining: Theory and Methods
    Solka, Jeffrey L.
    STATISTICS SURVEYS, 2008, 2 : 94 - 112
  • [38] A survey of temporal data mining
    Laxman, Srivatsan
    Sastry, P. S.
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2006, 31 (2): : 173 - 198
  • [39] Mining Opinion from Text Documents: A Survey
    Khan, Khairullah
    Baharudin, Baharum B.
    Khan, Aurangzeb
    Fazal-e-Malik
    2009 3RD IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, 2009, : 194 - 199
  • [40] A Survey of Text Mining Architectures and the UIMA Standard
    Bank, Mathias
    Schierle, Martin
    LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 3479 - 3486