Learn2clean: Optimizing the sequence of tasks for web data preparation

L Berti-Equille - The world wide web conference, 2019 - dl.acm.org
Data cleaning and preparation has been a long-standing challenge in data science to avoid
incorrect results and misleading conclusions obtained from dirty data. For a given dataset …

[PDF][PDF] Data preprocessing in web usage mining

V Losarwar, DM Joshi - … and Embedded Systems (ICAIES'2012) July, 2012 - pzs.dstu.dp.ua
It is well known that over 80% of the time required to carry out any real world data mining
project is usually spent on data preprocessing. Data preprocessing lays the groundwork for …

[PDF][PDF] A novel approach for user navigation pattern discovery and analysis for web usage mining

J Vellingiri, S Kaliraj, S Satheeshkumar… - Journal of Computer …, 2015 - Citeseer
Websites on the internet are useful source of information in our day-to-day activity. Web
Usage Mining (WUM) is one of the major applications of data mining, artificial intelligence …

A study on web usage mining theory and applications

BK Malviya, J Agrawal - 2015 Fifth International Conference on …, 2015 - ieeexplore.ieee.org
World Wide Web is an enormous store of links and web pages. It provides huge amount of
information for the Internet clients. The development of web is great as about one million …

[PDF][PDF] A novel approach of mining frequent sequential pattern from customized web log preprocessing

M Valera, K Rathod - International Journal of Engineering Research and …, 2013 - Citeseer
Millions of visitors interact daily with web sites around the world. The several kinds of data
have to be organized in a manner that they can be accessed by several users effectively and …

IRPDP_HT2: a scalable data pre-processing method in web usage mining using Hadoop MapReduce

AK Srivastava, M Srivastava - Soft Computing, 2023 - Springer
Data preparation is a vital step in the web usage mining process since it provides structured
data for the subsequent stages. Hence, it is necessary to convert raw server logs into user …

[PDF][PDF] A Review Analysis of Preprocessing Techniques in Web usage Mining

MJB Upadhyay, DSV Patel - International Journal of Engineering …, 2015 - academia.edu
The Internet web has become popular tool to assist human for their information needs from
web server. Due to increasing number of users for web access day by day, there is a need to …

[PDF][PDF] An efficient approach to perform pre-processing

SP Mary, E Baburaj - International Journal of Computer Scienceand …, 2013 - ijcse.com
Abstract Nowadays, WWW (World Wide Web) becomes more popular and user friendly for
transferring information. Therefore people are more interested in analyzing log files which …

Flavor visualization: Taste guidance in co-cooking system for coexistence

Y Choi, AD Cheok, V Halupka… - … on Mixed and …, 2010 - ieeexplore.ieee.org
Currently we are developing a co-cooking system that helps users to make similar tasting
dishes, even though users may all be in remote locations and potentially cooking at different …

An efficient web recommender system based on approach of mining frequent sequential pattern from customized web log preprocessing

M Valera, U Chauhan - 2013 Fourth International Conference …, 2013 - ieeexplore.ieee.org
Internet has penetrated into every areas of society and has also become a huge, pervasive
distribution and global information service center. In a real world The only option is to …