what is web mining? discovering desired and useful information from the world-wide web
TRANSCRIPT
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What is Web Mining?
Discovering desired and useful information from the World-Wide
Web
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Articles
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How to find the data
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Types of mechanism
• Proof of concept using mapping databases.• Cyber miner.• Geo search.
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Proof of concept using mapping databases
Stage of query system:Improve the search engineTo identify the “globality” of resources
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Extract information from a data set and transform it into an understandable structure for further use.
Data mining
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Data mining problem
• How to compute geographical information?• How to exploit this information?
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Computing Geographical Scopes
Information Extraction
Network IP Address Analysis
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Prototype Applications
Site MapperArea MapperZip-Code Mapper
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States
Cities
RefreshZoom
Map
URL
City
Zip code
Area Code
Ip
Graphical Interface
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Google search image of fire station
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Web crowler
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Taxonomy of Crawling Seeds
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Common form of street address
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Semantic Analysis of Addresses
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Crowler Architecture
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Results and Analysis
Location of all fire station obtained by Cyber Miner
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Geo search
Combined work of consisting search engines. Google earthKeyhole Markup LanguageStreet directoryGlobal Positioning System
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Google earth
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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.
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Street directory
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Global Positioning System
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Design and algorithms
Haversine’s Formula for speed processing.
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Result
1652 entries contains:
Apparel Bank Cinema Department store Duty-free shop Electronics F&B Sports
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Simple search
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Advance search
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Thank you for your patience!