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... algorithm learns a policy of how to act given an observation of the world. Every action has some impact in the environment, and the environment provides feedback that guides the learning algorithm. ...
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... XML provides syntax for RDF RDF provides structural constraints and a data model for metadata semantics Means of publishing metadata semantics Means of combining multiple metadata sets developed for specific purposes Goal: to enrich metadata available on the Web and make search more precise ...
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Slide 1 - Indico

...  What are the most studied samples?  Where are the trends?  What type of Instruments/techniques should be developed further?  Help to better understand the behaviour/needs of our users ...
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Metadata

Metadata is ""data about data"". Two types of metadata exist: structural metadata and descriptive metadata. Structural metadata is data about the containers of data. Descriptive metadata uses individual instances of application data or the data content.Metadata was traditionally in the card catalogs of libraries. As information has become increasingly digital, metadata is also used to describe digital data using metadata standards specific to a particular discipline. Describing the contents and context of data or data files increases their usefulness. For example, a web page may include metadata specifying what language the page is written in, what tools were used to create it, and where to find more information about the subject; this metadata can automatically improve the reader's experience.The main purpose of metadata is to facilitate in the discovery of relevant information, more often classified as resource discovery. Metadata also helps organize electronic resources, provide digital identification, and helps support archiving and preservation of the resource. Metadata assists in resource discovery by ""allowing resources to be found by relevant criteria, identifying resources, bringing similar resources together, distinguishing dissimilar resources, and giving location information.""
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