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A hot topic is Records Classification. For those new to the concept, classification is the “systematic identification and arrangement of business activities and/or records into categories according to logically structured conventions, methods, and procedural rules represented in a classification system” (ISO 15489-1).
Automatic document classification can be defined as content-based assignment of one or more predefined categories (topics) to documents. This makes it easier to find the relevant information at the right time and for filtering and routing documents directly to users.
Expectation maximization (EM) Naive Bayes classifier. Tfidf. Instantaneously trained neural networks. Latent semantic indexing. Support vector machines (SVM) Artificial neural network. K-nearest neighbor algorithms.
Classified information is sensitive information to which access is restricted by law or regulation to particular classes of people. A formal security clearance is required to handle classified documents or access classified data. The clearance process requires a satisfactory background investigation.
Also referred to as categorization, clustering or text classification, automatic document classification allows you to divide and organize text based on a set of predefined categories that allow rapid, easy retrieval of information in the search phase.
Text classification is the process of assigning tags or categories to text according to its content. It's one of the fundamental tasks in Natural Language Processing (NLP) with broad applications such as sentiment analysis, topic labeling, spam detection, and intent detection.
The taxonomic classification system (also called the Linnaeus system after its inventor, Carl Linnaeus, a Swedish botanist, zoologist, and physician) uses a hierarchical model. Moving from the point of origin, the groups become more specific, until one branch ends as a single species.
a classification system where entries are arranged based on some hierarchical structure. File system, filing system. A system of classifying into files (usually arranged alphabetically) grouping, pigeonholing. A system for classifying things into groups.
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