Difference Between Data Mining and Web Mining
Data mining refers to the process of extracting useful information, patterns, and trends from huge data sets whereas web mining refers to the process of extracting information from the web document and services, hyperlinks, and server logs. Read the article to know the difference between data mining and web mining.
What is Data Mining?
Data Mining refers to extracting vital information or knowledge from huge data sets. Data Mining is carried out by an individual in a specific condition on a particular set of data with an objective in mind. Data can be anything such as a file, video, photos, text, etc.
Process of data mining
What is web mining?
Web mining refers to the process of using data mining techniques to extract useful patterns trends and information usually with the help of the internet by dealing with it from web-based documents and services, server logs, and hyperlinks. The main objective of web mining is to discover the designs in web information by collecting and analyzing data in order to get important insights.
Web mining is further divided into three different types
Web content mining
Web content mining refers to the process of extracting data from web pages in order to search different patterns trends that gives useful insight. There are various techniques to extract useful data like web scraping.
Let's understand this concept with the help of an example.
In order to conduct an event or any conference, first, you need to gather useful information about the particular location. It means which location is best suited to conduct the conference so that there will be a huge crowd. To perform the analysis, you need to gather information about the specific location about, state, city, and how far the event location from the invitees is located. Web content mining comes into the picture when any location-specific data is extracted from the web.
Web structure mining
Web structure mining refers to the process in which data from hyperlinks that lead to multiple pages are gathered and prepared to search for new patterns and trends. To views an individual's profile from a web page, there is a possibility that they would insert their social media platform links. So, the data is not only extracted from an individual source but also from the nested page through multiple hyperlinks linked with each page.
Web usage mining
When a web application is hosted, multiple web server logs get generated about the application user's web activity.
Application of web mining
Difference between data mining and web mining