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Home » Reference » Knowledge_Management

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.



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Model + Mine - Dorian Pyle's website provides information and resources related to data mining, business modeling, and analytical CRM. Dorian wrote the industry-standard work "Data Preparation for Data Mining".
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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.
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KD Nuggets Tool Links - Tools for Data Mining and Knowledge Discovery. Comprehensive list of tools with Internet Links.
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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.
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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.
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Goldridge Strategic Landscapes - Visualize complex market relationships based on real-time market data contained in Goldridge databases to which clients subscribe.
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Megaputer Intelligence - Megaputer provides a complete family of unique solutions for Natural Language Text Retrieval and Analysis, Data Mining and Knowledge Discovery in Databases.
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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.
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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)
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Net Perceptions, Inc. - Provides real-time relationship marketing software solutions which enable distributors, manufacturers, and retailers to market to customers on a personalized, one-to-one basis. Product overviews, press releases, investor relations.
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Mining Customer Data - By Gary Saarenvirta. A step-by-step look at a powerful clustering and segmentation methodology.
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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.
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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.
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Second Moment - Academic research and resources for industry analysts and businesses interested in applying the latest statistical and analytical tools and technology.
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