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Garg, Lucy. On the development of an optimized web usage mining tool. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2022.
On the development of an optimized web usage mining tool
Name: Malik, Varun
Organization :
Chitkara University. Institute of Engineering and Technology
Email :
Varun.malik@chitkara.edu.in
Name: Singh, Vikram
Organization :
Chaudhary Devi Lal University. Department of Computer Science and Engineering
Email :
vikramsingh@cdlu.ac.in
Name: Mittal, Ruchi
Organization :
Chitkara University. Institute of Engineering and Technology
Email :
ruchi.mittal@chitkara.edu.in
Name: Singh, Jaiteg
Organization :
Chitkara University. Institute of Engineering and Technology
Email :
jaiteg.singh@chitkara.edu.in
Name: Singla, Sanjay
Organization :
GGS College of Modern Technology
Email :
ss.jnujaipur@gmail.com
Name: Garg, Lucy
Organization :
SRM University. Department of Computer Science and Engineering
Email :
lucygarg29@gmail.com
LCSH:
Web usage mining
LCSH:
Data mining
LCSH:
Web usage mining
Abstract:
Web usage mining - a category of web
mining and described as the process of extracting
information from weblogs to extract patterns to make out
some meaningful information therefrom. This paper
reports on a new Optimized Web Usage Mining Tool
(OWUMT). The web usage mining tool developed as a part
of this research endeavour has incorporated newer
classification algorithms namely Random Forest with Ant
Colony Optimization, Random Forest with Genetic
Algorithm, and Random Forest with Ant Colony
Optimization and Genetic Algorithm have been
incorporated in addition to traditional algorithms like
Naïve Bayes and Decision Tree. The performance of three
classification algorithms namely Random Forest, Naïve
Bayes, and Decision Tree has been compared by executing
these algorithms in OWUMT, Weka and Rapidminer, the
latter two being available in the shareware domain.
Selected algorithms have been used to classify the data
contained in server log files. Experimental results of three
classification algorithms have been evaluated on two
parameters, namely, classification accuracy and error
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2022
Modified:
2024-05-17
Issued:
2024-05-17
บทความ/Article
application/pdf
BibliograpyCitation :
In IEEE Computer Society. 2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT 2022) (pp.344-349). Los Alamitos, CA : IEEE Computer Society
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.040225 วินาที
Malik, Varun
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article | |
| Applying data mining for clustering shoppers based on store loyalty
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Mittal, Ruchi;Mittal, Amit ;Singh, Jaiteg;Singla, Sanjay ;Kukkar, Ashima | บทความ/Article |
Singh, Vikram
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article |
Mittal, Ruchi
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article | |
| Applying data mining for clustering shoppers based on store loyalty
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Mittal, Ruchi;Mittal, Amit ;Singh, Jaiteg;Singla, Sanjay ;Kukkar, Ashima | บทความ/Article |
Singh, Jaiteg
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article | |
| Applying data mining for clustering shoppers based on store loyalty
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Mittal, Ruchi;Mittal, Amit ;Singh, Jaiteg;Singla, Sanjay ;Kukkar, Ashima | บทความ/Article |
Singla, Sanjay
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article | |
| Applying data mining for clustering shoppers based on store loyalty
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Mittal, Ruchi;Mittal, Amit ;Singh, Jaiteg;Singla, Sanjay ;Kukkar, Ashima | บทความ/Article |
Garg, Lucy
| Title | Contributor | Type |
|---|---|---|
| On the development of an optimized web usage mining tool
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Malik, Varun;Singh, Vikram;Mittal, Ruchi;Singh, Jaiteg;Singla, Sanjay;Garg, Lucy | บทความ/Article |