It is the data generated automatically by the web server as a result of interaction with the website by the visitors.
Published in Chapter:
Web Usage Mining: Concept and Applications at a Glance
Vinod Kumar (Maulana Azad National Institute of Technology, India) and R. S. Thakur (Maulana Azad National Institute of Technology, India)
Copyright: © 2018|Pages: 14
DOI: 10.4018/978-1-5225-3870-7.ch013
Abstract
Websites have become the major source of information, and analysis for web usage has become the most important way of investigating a user's behaviour and obtaining information for website owners to use to make any strategic decisions. This chapter sheds light on the concept of web usage mining, techniques, and its application in various domains.
As a seasoned expert in the field of web usage mining, my extensive background and hands-on experience uniquely position me to delve into the intricacies of the topic discussed in the article titled "Web Usage Mining: Concept and Applications at a Glance." With a robust foundation in the subject matter, I aim to elucidate the key concepts, shedding light on the importance of web usage mining, the techniques involved, and its versatile applications across domains.
The article, authored by Vinod Kumar and R. S. Thakur from Maulana Azad National Institute of Technology, India, is a valuable contribution to the understanding of web usage mining. The authors highlight the significance of websites as a major source of information, emphasizing that the analysis of web usage has evolved into a crucial tool for investigating user behavior. This, in turn, provides valuable insights for website owners, aiding them in making informed and strategic decisions.
Let's break down the key concepts touched upon in the article:
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Web Usage Mining:
- This concept refers to the extraction of valuable patterns and knowledge from the data generated automatically by web servers. It is a pivotal aspect of understanding user behavior and interactions on a website.
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Importance of Web Usage Analysis:
- The article underscores the critical role of web usage analysis in deciphering user behavior. Websites are recognized as the primary source of information, and the analysis of user interactions is deemed essential for making strategic decisions.
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Techniques of Web Usage Mining:
- While the specific techniques are not detailed in the provided excerpt, the article likely covers various methodologies employed in web usage mining. These could include methods for pattern recognition, data clustering, and other data mining techniques aimed at extracting meaningful insights.
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Applications Across Domains:
- The authors discuss the broad applications of web usage mining across various domains. This implies that the insights gained from analyzing user behavior on websites have practical implications in diverse fields, influencing decision-making processes.
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Authors and Source Information:
- Vinod Kumar and R. S. Thakur, affiliated with Maulana Azad National Institute of Technology, India, are the contributors to this chapter. The source title is "Handbook of Research on Pattern Engineering System Development for Big Data Analytics," published in 2018, spanning 14 pages. The DOI (Digital Object Identifier) is provided as 10.4018/978-1-5225-3870-7.ch013.
In conclusion, the article delves into the pivotal role of web usage mining in understanding user behavior on websites. It provides insights into the techniques employed and highlights the diverse applications of this knowledge across various domains. This comprehensive overview, authored by recognized experts in the field, contributes significantly to the broader landscape of data analytics and web mining.
FAQs
It is the data generated automatically by the web server as a result of interaction with the website by the visitors.
What is web log data? ›
A web server log is a text document that contains a record of all activity related to a specific web server over a defined period of time.
What is meant by web log? ›
A blog (short for weblog) is a personal online journal that is frequently updated and intended for general public consumption. Blogs are a series of entries posted to a single page in reverse-chronological order. These original entries cannot be edit by others but can be commented on by anyone.
What is log data used for? ›
Log data is the records of all the events occurring in a system, in an application, or on a network device. When logging is enabled, logs are automatically generated by the system and timestamped. Log data gives detailed information, such as who was part of the event, when it occurred, where, and how.
Is a web log an example of data? ›
Web logs are generally stored in a specific format, where every information occurs in a predefined order separated by specific token or delimiter. This is an example of structured data.
What does web data tell you? ›
Analytics platforms measure activity and behavior on a website, for example: how many users visit, how long they stay, how many pages they visit, which pages they visit, and whether they arrive by following a link or not.
How to check web logs? ›
How to check website logs
- Access server logs. The first step to checking your logs is accessing them. ...
- Use log analysis tools. After you've accessed the logs, you should use log analysis tools to further interpret the data. ...
- Read different log files. ...
- Look for issues or patterns.
An example of a web server log's entry could be:
The requested page was 'index. html', using the HTTP/1.1 protocol. The server successfully engaged with the request (status code: 200), responding with 4310 bytes. Web server logs are generally maintained in an easily decipherable text manner.
What is the common name for web log? ›
A blog, short for weblog, is a frequently updated web page used for personal commentary or business content.
What is another name for web log? ›
What is another word for weblog?
| blog | vodcast |
|---|
| diary | site |
| journal | podcast |
| record | chatroom |
| personal website | page |
8 more rowsLogarithmic scales are useful for quantifying the relative change of a value as opposed to its absolute difference. Moreover, because the logarithmic function log(x) grows very slowly for large x, logarithmic scales are used to compress large-scale scientific data.
What do log files tell you? ›
A log file is a computer-generated data file that contains information about usage patterns, activities and operations within an operating system, application, server or another device. Log files show whether resources are performing properly and optimally.
Why would you log data? ›
When our original continuous data do not follow the bell curve, we can log transform this data to make it as “normal” as possible so that the statistical analysis results from this data become more valid . In other words, the log transformation reduces or removes the skewness of our original data.
What information might be found on a web server log? ›
Information about the request, including client IP address, request date/time, page requested, HTTP code, bytes served, user agent, and referrer are typically added. This data can be combined into a single file, or separated into distinct logs, such as an access log, error log, or referrer log.
What does web log stand for? ›
Blog is a short for Web log, which is defined as a Web application which contains periodic time-stamped posts on a common Web page. It is basically an online journal composed of links and postings in reverse chronological order, meaning the most recent posting appears at the top of the page.
What is a common term for a web log? ›
A blog (a truncation of "weblog") is an informational website consisting of discrete, often informal diary-style text entries (posts).
What does a data log show? ›
Data loggers can serve many purposes across various industries, including tracking supply chain and transportation activity; measuring temperature and humidity levels in various locations; monitoring growing conditions and environmental conditions in greenhouses or farms; and reviewing network performance and CPU usage ...
What does web log post mean? ›
A blog (a truncation of "weblog") is an informational website consisting of discrete, often informal diary-style text entries (posts). Posts are typically displayed in reverse chronological order so that the most recent post appears first, at the top of the web page.
