Analysis of Web Log Server Files of E-Commerce Websites to Study Customer Behavior Pattern
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
web usage mining refers to the automatic discovery and analysis of patterns in click stream and related data collected or generated as a result of user interactions with web resources on one or more websites. It consists of three phases which are data preprocessing, pattern discovery and pattern analysis. Data preprocessing involves removal of unnecessary data. In the pattern discovery phase, frequent pattern discovery algorithms are applied on raw data. In the pattern analysis phase, interesting knowledge is extracted from frequent patterns and these results are used for website modification. With the exceptional growth of available information online, especially with the increase in popularity of electronic commerce, web data mining is being paid much attention. In this paper, we propose combining of web data mining and e-commerce with the help of linear regression algorithm for obtaining frequent access patterns from the web log data and providing valuable information about the user’s interest.
Authors and Affiliations
Sauhard Nandan Chaurasia, Parth Sharma, Asst. Prof. Mr. Vivek Jain
Keywords
Related Articles
- EP ID EP23955
- DOI http://doi.org/10.22214/ijraset.2017.4249
- Views 235
- Downloads 9
Diabetic Retinopathy Screening
using fundus camera, we capture the images of eye and find out the disorders in retina. These images are to be processed for better diagnosis and planning of treatment. Retinal image segmentation is greatly required to...
A Review: Design of 16 bit Arithmetic and Logical unit using Vivado 14.7 and Implementation on Basys 3 FPGA Board
The paper primarily deals with review for the construction of arithmetic Logic Unit (ALU) using Hardware Description Language (HDL) using Xilinx Vivado 14.7 and implement them on Field Programmable Gate Arrays (FPGAs) t...
slugDesign of Remote Monitoring System for the Detection of Vital Signs
Chronic heart failure (CHF) patients are commonly addicted to frequent hospital admissions. They should be constantly monitored for that sake they should be admitted in hospital. But frequent...
Improvement of Bounce Characteristics on Locally Available Soil to Prepare Cricket Pitches
Cricket is one of the most popular sport in the world. Games progresses on hard and flat surface known as pitch. A model of pitch was developed with soil and aggregate to scrutinize their behaviours. The physic of pitch...
Energy Efficient Intelligent Street Lightning using systems ZigBee and sensors
Solar Photovoltaic panel based street lighting systems are becoming more common these days. But the limitation with these ordinary street light systems is that it lacks intelligent performance. It is very essential to a...