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Introduction: Concept of Data Mining and Warehousing, Web
Warehousing. Future Systems profiles, Web Warehousing for business
applications, consumers. Introduction to Knowledge Management, database
Data warehouses and Knowledge bases.
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Traditional Warehousing: Theory of Data Warehousing, What is
a data where house? Barriers to Successful Data Ware housing, really bad
data Warehousing approaches, Data warehouse (Mart) functional model, Layer
of Warehouse Environment.
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Web – Based Query and Reporting: Delivering Information
over the Web, Query and Reporting Tools and Business value. Architectural
approaches to delivering query capabilities over the Web. Case study
approach, Due diligence in the development of solutions.
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4
Web Based Statistical Analysis and Data Mining: Analytical
Tools, What is Data mining? Business value form analytical Tools, Example
of Analytical Tools in Action-Humble Spread sheet. Determining the
Business value that Analytical Tools will deliver. Statistical Produces
overview – Statistical Analysis applications – Correlation Analysis,
Factor Analysis, Regression Analysis. Data Discovery Tools overview, Data
Discovery Applications, Comparison of the Products. Architectural
Approaches for Statistical and Data Discovery Tools. Intelligent Miner for
Relationship Marketing Product.
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5
Search Engines and Facilities: Search Engines and the Web,
Search Engine Architecture, Variations in the way that search facilities
work, variations in Indexing Schemes Example – Excalibur Retrieval ware
Product (Product Organization, Search Templates, Query Building
Approaches, Search Approaches, Index Building and synchronization.
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6
Web Components and Communications: Introduction to Web
Architecture HTML as the universal Document Display language. Hypertext
Paradigm, using HTML to point to text and non-text objects (picture,
sound), MIME format. Stateless Web Communication, Browser server
communication methods (GET, PUT, POST, HEAD, DELETE Methods).
Recommended Book:
1
Rob Mattison – Web Warehousing and Knowledge Management, Tata Mc
Graw Hill.
2
Shelley Powers – Dynamic Web Publishing, Techmedia.
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