A new measure model for web user's interestingness

被引：0

作者：

Huang, Long-jun ^{[1
]}

Guo, Bin ^{[1
]}

Lei, Gang ^{[1
]}

Qin, Lei ^{[1
]}

机构：

[1] Jiangxi Normal Univ, Coll Software, Nanchang 330022, Peoples R China

来源：

INFORMATION, MANAGEMENT AND ALGORITHMS, VOL II | 2007年

关键词：

relative confidence; relative stickiness; web user's interestingness; access mining;

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：

The main methods of mining the web user's navigation patterns are based on the association rule, and take the times of the users visited as foundation, which is often of low accuracy. We propose a new measure model for web user's interestingness to solve this problem, which is based on relative confidence and relative stickiness. Then it gives an algorithm for mining user accesses based on this model to mine user navigation patterns precisely and achieve the personalized service in the websites.

引用

页码：145 / 148

页数：4

共 50 条

[1] A New Interestingness Measure of Association Rules
Liu, Jianhua
Fan, Xiaoping
Qu, Zhihua
SECOND INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING: WGEC 2008, PROCEEDINGS, 2008, : 393 - 397
[2] New Measure of Interestingness for Efficient Extraction of Association Rules
Bhurani, Parvati
Ahmed, Mushtaq
Meena, Yogesh Kumar
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS 2012 (INDIA 2012), 2012, 132 : 103 - 110
[3] Learning a model of a web user's interests
Zhu, TS
Greiner, R
Häubl, G
USER MODELING 2003, PROCEEDINGS, 2003, 2702 : 65 - 75
[4] Assessing the quality of rules with a new monotonic interestingness measure Z
Greco, Salvatore
Slowinski, Roman
Szczech, Izabela
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS, 2008, 5097 : 556 - +
[5] Closeness Preference - A new interestingness measure for sequential rules mining
Railean, Ion
Lenca, Philippe
Moga, Sorin
Borda, Monica
KNOWLEDGE-BASED SYSTEMS, 2013, 44 : 48 - 56
[6] An interestingness measure for knowledge bases
Oguz, Damla
Soygazi, Fatih
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2023, 43
[7] A New Interestingness Measure for Associative Rules Based on the Geometric Context
Jalalvand, Azarakhsh
Minaei, Behrouz
Atabaki, Golnaz
Jalalvand, Shahab
THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 199 - 203
[8] Interestingness measures for web mining
Liu, Lu
Liu, Chaoming
Fifth Wuhan International Conference on E-Business, Vols 1-3: INTEGRATION AND INNOVATION THROUGH MEASUREMENT AND MANAGEMENT, 2006, : 493 - 502
[9] A new user similarity measure in a new prediction model for collaborative filtering
Manochandar, S.
Punniyamoorthy, M.
APPLIED INTELLIGENCE, 2021, 51 (01) : 586 - 615
[10] A new user similarity measure in a new prediction model for collaborative filtering
S. Manochandar
M. Punniyamoorthy
Applied Intelligence, 2021, 51 : 586 - 615

← 1 2 3 4 5 →