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APPLICATIONS OF DATA MINING (REALTIME DATA MINING (RETAIL, E-COMMERCE,…
APPLICATIONS OF DATA MINING
SPATIAL MINING
EARTHQUAKE PREDICTION
IDENTIFYING FIRE IN THE FOREST
RAILWAY INFORMATION
WEB MINING
CONTENT MINING :ALGORITHM:RMLA
used for mining of useful data, information and knowledge from web page content.
Text,image,record
algorithm:decision tree,k-nearest neighbour
STRUCTURE MINING
helps to find useful knowledge or information pattern from the structure of hyperlinks.
hyperlinks,tags
algorithm:random multi-level attribute graph
WEB USAGE
usage mining is used to examine data related to a particular user's browser as well as data gathered by forms the user may have submitted during Web transactions.
APPLICATION:httplogs,appserverlogs
algorithm:svm,neural network algorithm
REALTIME DATA MINING
RETAIL
E-COMMERCE
SUPERMARKETS
CRIME AGENCIES
SERVICE PROVIDERS
IMAGE MINING
LAPTOP-LAPTOP SCREENING
EBAY
PERSONALIZED PORTAL LIKE MY YAHOO
Personalized customer
experience in B2C E-commerce like Amazon.com
VISUAL DATA MINING
disease treatment optimization
protein function inference
gene finding
disease diagnosis
TEMPORAL MINING
classification
data analysis
retrival
DISTRIBUTED MINING
SKETCH BASED CHANGE IN THE NETWORK
solving network based problem