Suggest : A web usage mining system

被引：0

作者：

Baraglia, R ^{[1
]}

Palmerini, P ^{[1
]}

机构：

[1] IstcnrIst Consiglio Nazl Ric, CNUCE, Pisa, Italy

来源：

INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS | 2002年

关键词：

data mining; web usage mining; user classification; web personalization; adaptive web system;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

During their navigation web users leave many records of their activity. This huge amount of data can be a useful source of knowledge. Sophisticated mining processes are needed for this knowledge to be extracted, understood and used. In this paper we propose a Web Usage Mining (WUM) system, called SUGGEST, designed to efficiently integrate the WUM process with the ordinary web server functionalities. It can provide useful information to make easier the web user navigation and to optimize the web server performance. Two quantities are introduced in order to give a measure of the quality of our WUM system.

引用

页码：282 / 287

页数：6

共 50 条

[1] METALA:: a distributed system for web usage mining
Botía, JA
Hernansaez, JM
Gómez-Skarmeta, A
[J]. ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II, 2003, 2687 : 703 - 710
[2] An intelligent Web recommendation system: A web usage mining approach
Ishikawa, H
Nakajima, T
Mizuhara, T
Yokoyama, S
Nakayama, J
Ohta, M
Katayama, K
[J]. FOUNDATIONS OF INTELLIGENT SYSTEMS, PROCEEDINGS, 2002, 2366 : 342 - 350
[3] Building Web Personalization System with Time-Driven Web Usage Mining
Ramya, P. T.
Sajeev, G. P.
[J]. PROCEEDING OF THE THIRD INTERNATIONAL SYMPOSIUM ON WOMEN IN COMPUTING AND INFORMATICS (WCI-2015), 2015, : 38 - 43
[4] Dissimilarities for web usage mining
Rossi, Fabrice
De Carvalho, Rancisco
Lechevallier, Yves
Da Silva, Alzennyr
[J]. DATA SCIENCE AND CLASSIFICATION, 2006, : 39 - +
[5] Web usage data mining
Ortega, Jose-Luis
Aguillo, Isidro F.
[J]. PROFESIONAL DE LA INFORMACION, 2009, 18 (01): : 20 - 26
[6] A tool for web usage mining
Domenech, Jose M.
Lorenzo, Javier
[J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007, 2007, 4881 : 695 - +
[7] An Overview on Web Usage Mining
Neelima, G.
Rodda, Sireesha
[J]. EMERGING ICT FOR BRIDGING THE FUTURE, VOL 2, 2015, 338 : 647 - 655
[8] Analysis of web usage mining
Hui Yu
Zhongmin Lu
[J]. PROCEEDINGS OF THE 2006 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, 2006, : 1291 - 1296
[9] Temporal web usage mining
Hogo, M
Snorek, M
Lingras, P
[J]. IEEE/WIC INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, PROCEEDINGS, 2003, : 450 - 453
[10] On the deployment of web usage mining
Anand, SS
Mulvenna, M
Chevalier, K
[J]. WEB MINING: FROM WEB TO SEMANTIC WEB, 2004, 3209 : 23 - 42

← 1 2 3 4 5 →