Classification Knowledge Retrieval Knowledge Management

Classification

In knowledge management terms, classification involves the logical arranging of information for purposes of finding it quickly when it is needed. This is a great deal more difficult than it sounds, as language has many ways of expressing the same or similar ideas, and each individual mentally organizes his or her thoughts in ways unique to their understanding and vocabulary. The arrangement structure, itself, is usually referred to as a taxonomy or an ontology.

• Top/Reference/Knowledge Management/Knowledge Discovery/Text Mining

• - Examines software segment for taxonomy management.
  
• - Investigates how to effectively incorporate large, faceted category hierarchies into information access user interfaces.
  
• - Examines the use and implementation of taxonomies to organize organizational knowledge and data.
  
• - Provides a web directory where links associated with a topic are placed by automatic text categorization. Includes a description of the Snowfox Relevance Engine, a white paper that can be requested on directories and an article on ten miscategorization er
  
• - Describes the use of taxonomies to organize information on the Web.
  
• - A federation of national, regional, and linguistically-based classification societies whose aims are to further knowledge classification research.
  
• - Briefly discusses the use of taxonomies in organizing unstructured data.
  
• - Brief overview of taxonomies and their use in organizing information on the Internet.
  
• - Describes how controlled vocabularies are useful in describing images and information for classifying content in electronic databases. Links to sample hierarchies and controlled vocabularies. Also features links to related resources.
  
• - Scientific organization studying classification and clustering, including systematic methods for creating classification schemes from unstructured data.
  
• - Projects, research, products and services investigating or demonstrating automated Web categorization. Some prototypes and demos are available.
  
• - Brief article focused on helping knowledge base publishers understand how taxonomies work and how to implement them. Features related articles.
  
• - Directory of taxonomies, thesauri, classification schemes, and other authority files, plus information on how to license the taxonomies. Features search, browse and alert service.
  
• - Annotated list of works on classification theory, classification systems, controlled vocabularies, indexing, index design, thesaurus design, and library and information science.
  
• - Project that attempts to classify web pages based solely on their URL. A functional demo is included.
  
• - Research paper discussing automatic categorization of magazine articles with broad subject descriptors. Focuses upon the following aspects of text classification: effective selection of feature words and proper names that reflect the main topics of the te
  
• - Surveys the rapidly changing automatic classification software market and examine the features and capabilities of leading classification products.
  
• - Links to articles on using taxonomies in knowledge organization.
  
• - Research paper discussing several issues related to automated text classification of web sites. Includes bibliography. By John M. Pierre.
  
• - Studies the fundamental principles, underlying processes, and analytic constructs of classification schemes and procedures by humans or automata.
  
• - Discusses the limitations of traditional library and content classification schemes to organizing information in an electronic environment.
  
  

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