Visual data mining of web navigational data

被引：0

作者：

Chen, Jiyang ^{[1
]}

Zheng, Tong ^{[1
]}

Thorne, William ^{[1
]}

Zaiane, Osmar R. ^{[1
]}

Goebel, Randy ^{[1
]}

机构：

[1] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada

来源：

11TH INTERNATIONAL CONFERENCE INFORMATION VISUALIZATION | 2007年

基金：

加拿大自然科学与工程研究理事会;

关键词：

visual data mining; web visualization;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Discovering web navigational trends and understanding data mining results is undeniably advantageous to web designers and web-based application builders. It is also desirable to interactively investigate web access data and patterns, to allows ad-hoc discovery and examination of patterns that are not apriori known. Visualizing the usage data in the context of the web site structure is of major importance, as it puts web access requests and their connectivity in perspective. Various visualization tools have been developed for this task, but often fail to provide visual data mining functionalities to generate new patterns. Here we present our visual data mining system, WebViz, which allows interactive investigation of web usage data within their structure context, as well as ad-hoc knowledge pattern discovery on web navigational behaviour.

引用

页码：649 / +

页数：3

共 50 条

[1] The advent of visual data mining on the World Wide Web
Jern, M
[J]. INFORMATION SYSTEMS MANAGEMENT, 1998, 15 (03) : 66 - 69
[2] Web + Data Mining = Web Mining
Kilian Stoffel
[J]. HMD Praxis der Wirtschaftsinformatik, 2009, 46 (4) : 6 - 20
[3] Data Preprocessing for Web Data Mining
Zhang, Wei
Chen, Tinggui
[J]. ADVANCES IN ELECTRONIC COMMERCE, WEB APPLICATION AND COMMUNICATION, VOL 2, 2012, 149 : 303 - +
[4] Web data mining
Wibonele, KJ
Zhang, YQ
[J]. DATA MINING AND KNOWLEDGE DISCOVERY: THEORY, TOOLS AND TECHNOLOGY IV, 2002, 4730 : 241 - 244
[5] Data mining for the web
Spiliopoulou, M
[J]. PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 588 - 589
[6] Data mining on Web
Zhang, XB
[J]. THIRD INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE ENGINEERING: DIGITAL ENTERPRISES AND NONTRADITIONAL INDUSTRIALIZATION, 2003, : 504 - 507
[7] New Techniques for Visualising Web Navigational Data
Pascual-Cid, V.
Baeza-Yates, R.
Duersteler, J. C.
Minguez, S.
Middleton, C.
[J]. INFORMATION VISUALIZATION, IV 2009, PROCEEDINGS, 2009, : 621 - +
[8] Visual data mining
Eidenberger, H
[J]. INTERNET MULTIMEDIA MANAGEMENT SYSTEMS V, 2004, 5601 : 121 - 132
[9] Visual data mining
Wegman, EJ
[J]. STATISTICS IN MEDICINE, 2003, 22 (09) : 1383 - 1397
[10] Visual data mining
Wong, PC
[J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 1999, 19 (05) : 20 - 21

← 1 2 3 4 5 →