Web Mining

Slide Globe mining Web Mining search

Web mining is the integration of information gathered by traditional data mining methodologies and techniques with information gathered over the World Wide Web in customer relationship management. Web mining is used to understand customer behavior, evaluate the effectiveness of a particular Web site, and help quantify the success of a marketing campaign.

Web mining allows us to look for patterns in data through content mining, structure mining, and usage mining. Content mining is used to examine data collected by search engines and Web spiders. Structure mining is used to examine data related to the structure of a particular web site and 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 and all this includes in the needs of today‚Äôs demanded real time applications.

Web mining will thus serve to be one of the most critical area for further research now as well in the future. Web mining sector for projects by S-LOGIX for the students thus helps them to have an idea of different approaches on the basis of project domains offered by us.

Related Area

  • Web Information Classification and Clustering
  • Web Content Mining
  • Web Structure Mining
  • Web Information Retrieval
  • Opinion Mining and Sentiment Analysis
  • Web Usage Mining
  • Recommender Systems and Collaborative Filtering
  • Structured Data Extraction
  • Association Rules and Sequential Patterns
  • Extracting and Analyzing Web Social Networks
  • Mining Frequent Patterns, Associations, and Correlations

Tools and Technologies

  • J2SE
  • Netbeans 8.0.1
  • Eclipse – Indigo SR2
  • Tomcat 8.0.27
  • Glass Fish 4.0
  • MySQL 5.5.40
  • SQL-Server /MS-Access
  • Apache Axis2
  • Wega 3
  • Protege 4.0.2
  • ArgoUML 0.34
  • Java Database Connectivity (JDBC)
  • Swings
  • Java Server Pages (JSP)
  • Servlets
  • Java API for XML Web Services (JAX-WS)
  • Java API For XML Processing (JAXP)
  • Java Architecture For XML Binding (JAXB)
  • Apache Jena – Jena Ontology
  • Java Data Mining