What is Web Mining?

Discovering desired and useful information from the World-Wide

Web

Articles

How to find the data

Types of mechanism

• Proof of concept using mapping databases.• Cyber miner.• Geo search.

Proof of concept using mapping databases

Stage of query system:Improve the search engineTo identify the “globality” of resources

Extract information from a data set and transform it into an understandable structure for further use.

Data mining

Data mining problem

• How to compute geographical information?• How to exploit this information?

Computing Geographical Scopes

Information Extraction

Network IP Address Analysis

Prototype Applications

Site MapperArea MapperZip-Code Mapper

States

Cities

RefreshZoom

Map

URL

City

Zip code

Area Code

Ip

Graphical Interface

Google search image of fire station

Web crowler

Taxonomy of Crawling Seeds

Common form of street address

Semantic Analysis of Addresses

Crowler Architecture

Results and Analysis

Location of all fire station obtained by Cyber Miner

Geo search

Combined work of consisting search engines. Google earthKeyhole Markup LanguageStreet directoryGlobal Positioning System

Google earth

Keyhole Markup Language

Keyhole Markup Language (KML) is a file format used to display geographic data in an earth browser such as Google Earth, Google Maps and Google Maps for mobile.

Street directory

Global Positioning System

Design and algorithms

Haversine’s Formula for speed processing.

Result

1652 entries contains:

Apparel Bank Cinema Department store Duty-free shop Electronics F&B Sports

Simple search

Advance search

Thank you for your patience!