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| * 1Structure |
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| UIMA |
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| From Wikipedia, the free encyclopedia |
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| UIMA (/juˈiːmə/ yoo-EE-mə),^[1] short for Unstructured Information |
| Management Architecture, is an OASIS standard^[2] for content |
| analytics, originally developed at IBM. It provides a component |
| software architecture for the development, discovery, composition, and |
| deployment of multi-modal analytics for the analysis of unstructured |
| information and integration with search technologies. |
| |
| Structure[edit] |
| |
| The UIMA architecture can be thought of in four dimensions: |
| 1. It specifies component interfaces in an analytics pipeline. |
| 2. It describes a set of design patterns. |
| 3. It suggests two data representations: an in-memory representation |
| of annotations for high-performance analytics and an XML |
| representation of annotations for integration with remote web |
| services. |
| 4. It suggests development roles allowing tools to be used by users |
| with diverse skills. |
| |
| Implementations and uses[edit] |
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| CAPTION: Apache UIMA |
| |
| [120px-Apache_UIMA_logo.svg.png] |
| Developer(s) IBM, Apache Software Foundation (since October 2006) |
| Stable release |
| 3.1.1 / November 8, 2019; 3 years ago (2019-11-08)^[3] |
| Repository |
| * svn.apache.org/repos/asf/uima/ Edit this at Wikidata |
| |
| Written in Java with C++ enablement |
| Operating system cross-platform |
| Type text mining, information extraction |
| License Apache License 2.0 |
| Website uima.apache.org |
| |
| Apache UIMA, a reference implementation of UIMA, is maintained by the |
| Apache Software Foundation. |
| |
| UIMA is used in a number of software projects: |
| * IBM Research's Watson uses UIMA for analyzing unstructured |
| data.^[4] |
| * The Clinical Text Analysis and Knowledge Extraction System (Apache |
| cTAKES) is a UIMA-based system for information extraction from |
| medical records. |
| * DKPro Core is a collection of reusable UIMA components for |
| general-purpose natural language processing. |
| |
| See also[edit] |
| |
| * Data Discovery and Query Builder |
| * Entity extraction |
| * General Architecture for Text Engineering (GATE) |
| * IBM Omnifind |
| * LanguageWare |
| |
| References[edit] |
| |
| 1. ^ UIMA Frequently Asked Questions (FAQ's) The Apache Software |
| Foundation |
| 2. ^ UIMA Specification The Apache Software Foundation. |
| 3. ^ "Apache UIMA - News". uima.apache.org. Retrieved 11 December |
| 2019. |
| 4. ^ "Apache Innovation Bolsters IBM's "Smartest Machine on Earth" in |
| First-ever Man vs. Machine Competition on Jeopardy! Quiz Show : The |
| Apache Software Foundation Blog". blogs.apache.org. Retrieved 23 |
| April 2018. |
| |
| External links[edit] |
| |
| * Apache UIMA home page |
| |
| * v |
| * t |
| * e |
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| The Apache Software Foundation |
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| Top-level |
| projects |
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| * Accumulo |
| * ActiveMQ |
| * AGE |
| * Airflow |
| * Ambari |
| * Ant |
| * Aries |
| * Arrow |
| * Apache HTTP Server |
| * APR |
| * Avro |
| * Axis |
| * Axis2 |
| * Beam |
| * Bloodhound |
| * Brooklyn |
| * Buildr |
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| * CarbonData |
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| Retrieved from |
| "https://en.wikipedia.org/w/index.php?title=UIMA&oldid=1085866372" |
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| * This page was last edited on 2 May 2022, at 21:46 (UTC). |
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