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Home : Reference : Knowledge Management : Knowledge Discovery
Knowledge Discovery
As the volume of information surges, it becomes increasingly difficult to rescue interesting and thought-provoking concepts from among the undifferentiated flood of words and images. The use of automated methods and tools to encourage and/or confirm new ideas by analyzing bulk information can help individuals and organizations to uncover heretofore unsuspected patterns and connections.
Sites in Knowledge Discovery
model&mine
Dorian Pyle, author of "Data Preparation for Data Mining", provides resources on data mining, business modeling, and analytical CRM, including: articles, White Papers, downloads, books, information on courses and consulting, extensive links, and FAQs for mining pro's and newbies.
UCI Knowledge Discovery in Databases Archive
An online repository of large datasets which encompasses a wide variety of data types, analysis tasks, and application areas. The primary role of this repository is to serve as a benchmark testbed to enable researchers in knowledge discovery and data mining to scale existing and future data analysis algorithms to very large and complex data sets.
KD Nuggets Tool Links
Tools for Data Mining and Knowledge Discovery. Comprehensive list of tools with Internet Links.
Knowmadic Inc.
Provides web automation solutions by 'driving' the browser. Applications in B2B integration, web automation, content aggregation, data warehousing, and data mining browser helpers.
Nonlinear Thinking
A thought process that offers simple solutions within complexity reducing the dependence on experts, consultants and external resources. Features articles and tips for discovering novel solutions to recurring problems.
Goldridge Strategic Landscapes
Visualize complex market relationships based on real-time market data contained in Goldridge databases to which clients subscribe.
Megaputer Intelligence
Data, text, and web mining software. PolyAnalyst includes in-place mining, strong Microsoft integration.
Bibliography: Data Mining and Knowledge Discovery in Databases
A bibliography of KDD research from a Computer Science perspective. Links are provided to almost every paper, most of which are seminal.
Psybertron Knowledge Modelling Weblog
What, Why and How do we Know ? Research into models for knowledge management in business organisation decision support. (Supersedes Ian's Knowledge Modelling Weblog)
Net Perceptions
Real-time relationship marketing and personalization, integrating high-scale data mining, analytic, and recommendation technologies with a direct conduit to action.
Mining Customer Data
By Gary Saarenvirta. A step-by-step look at a powerful clustering and segmentation methodology.
Knowledge Discovery In Databases: Tools and Techniques
Article by Peggy Wright that presents the results of a literature survey outlining the state-of-the-art in KDD techniques and tools.
The Deep Web: Surfacing Hidden Value
White paper on the Deep Web, an area of the Internet 550 times larger than the surface web crawled by traditional search engines.
Second Moment
The news and business resource for applied analytics. Powerful content weblog mixing articles, commentary, technique and critique of the intersection of academic KD research and the directed KD of corporations. |
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