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DATA SCIENCE: Web Mining Complete Introduction ( with Definition and it’s type)

DATA SCIENCE: Web Mining Complete Introduction ( with Definition and it's type)

DATA SCIENCE: Web Mining Complete Introduction ( with Definition and it’s type)

https://www.gyanodhan.com/video/7A1.%20Computer%20Science/SEO/644.%20Web%20Mining%20Complete%20Introduction%20%28%20with%20Definition%20and%20it%27s%20type%29.mp4

Here’s a complete introduction to Web Mining in Data Science β€” including definitions, types, and key concepts:


What is Web Mining?

Web Mining is the application of data mining techniques to extract useful information and knowledge from web data, including web documents, hyperlinks, website usage logs, and more.

It involves automatically discovering and extracting information from web resources to understand user behavior, structure, and content patterns.


Definition:

Web Mining is the process of using data mining techniques to automatically discover and extract information from web documents and services.

It lies at the intersection of:


Types of Web Mining

Web Mining is broadly classified into three categories:

1. Web Content Mining

Extracts useful information from the content of web pages.

Includes:

Example: Extracting product details from e-commerce websites.


2. Web Structure Mining

Analyzes the structure of hyperlinks within the web.

Focuses on:

Example: Discovering relationships between websites to improve search engine rankings.


3. Web Usage Mining

Discovers patterns in user behavior by analyzing web server logs, cookies, and user sessions.

Involves:

Example: Understanding user navigation patterns on an e-commerce website to personalize recommendations.


Applications of Web Mining


Techniques Used in Web Mining


Example Use Case

E-commerce Website:


Suggested Video Lectures

You can watch detailed lectures for free here:

Web Mining Introduction – Data Science Lecture
Web Content, Structure, and Usage Mining Explained


Would you like a downloadable PDF of this summary or deeper content on any of the types?

DATA SCIENCE: Web Mining Complete Introduction ( with Definition and it’s type)

LECTURE NOTES ON DATA MINING& …

Web Data Mining, 2nd Edition

Web Mining