Visual data mining of log files

被引:0
|
作者
Francia, Guillermo, III [1 ]
Trifas, Monica [1 ]
Brown, Dorothy [1 ]
Francia, Rahjima [1 ]
Scott, Chrissy [1 ]
机构
[1] Jacksonville State Univ, Dept Math Comp & Informat Sci, Jacksonville, AL 36265 USA
关键词
D O I
10.1007/978-1-4020-6268-1_93
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data mining is based on a simple analogy. The growth of data warehousing has created mountains of data. The mountains represent a valuable resource to the enterprise. But to extract value from these mountains, we must "mine" for the gold in data warehouses and data marts. Everywhere that there are data warehouses, data mines are also constructed. Data visualization has the ability to present a great deal of information in a user friendly format It is well known that humans comprehend visual information much quicker and more efficiently than verbal information. "A picture is worth a thousand words." Successful visualizations can reduce the time it takes to get the information, make sense out of it, and enhance creative thinking. Great strides have been made in the area of computer generated data visualizations in recent years. This paper discusses visual data mining techniques for analyzing real forensic data.
引用
收藏
页码:531 / 535
页数:5
相关论文
共 50 条
  • [41] WeBWorK log files as a rich source of data on student homework behaviours
    Prat, Alain
    Code, Warren J.
    INTERNATIONAL JOURNAL OF MATHEMATICAL EDUCATION IN SCIENCE AND TECHNOLOGY, 2021, 52 (10) : 1540 - 1556
  • [42] Visualization and Cell Data Analysis Tool based on XML Log Files
    Talukder, Reja Alam
    Andersson, Karl
    Ahsan, Mominul
    2015 IEEE 40TH LOCAL COMPUTER NETWORKS CONFERENCE WORKSHOPS (LCN WORKSHOPS), 2015, : 878 - 883
  • [43] Online, library-based visual formal specification monitoring system for monitoring log-files with visible and hidden data
    Drusinsky D.
    Drusinsky, Doron (ddrusins@nps.edu), 1600, Springer London (13): : 67 - 79
  • [44] Pseudonymizing Unix log files
    Flegel, U
    INFRASTRUCTURE SECURITY, PROCEEDINGS, 2002, 2437 : 162 - 179
  • [45] Obtaining subject data from log files using deep log analysis: case study OhioLINK
    Huntington, Paul
    Nicholas, David
    Jamali, Hamid R.
    Watkinson, Anthony
    JOURNAL OF INFORMATION SCIENCE, 2006, 32 (04) : 299 - 308
  • [46] Formal Analysis of Log Files
    Barringer, Howard
    Groce, Alex
    Havelund, Klaus
    Smith, Margaret
    JOURNAL OF AEROSPACE COMPUTING INFORMATION AND COMMUNICATION, 2010, 7 (11): : 365 - 390
  • [47] Data Preprocessing Method on Data Mining of Web Log File
    Li, Jia
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL AND INFORMATION SCIENCES (ICCIS 2014), 2014, : 712 - 717
  • [48] A Survey on Predicting User Behavior Based on Web Server Log Files in a Web Usage Mining
    Anitha, V.
    Devi, P. Isakki
    2016 INTERNATIONAL CONFERENCE ON COMPUTING TECHNOLOGIES AND INTELLIGENT DATA ENGINEERING (ICCTIDE'16), 2016,
  • [49] Visual cues for data mining
    Rogowitz, BE
    Rabenhorst, DA
    Gerth, JA
    Kalin, EB
    HUMAN VISION AND ELECTRONIC IMAGING, 1996, 2657 : 275 - 300
  • [50] From visual data exploration to visual data mining: A survey
    de Oliveira, MCF
    Levkowitz, H
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2003, 9 (03) : 378 - 394