UIMA

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.

## Contents

* 1 Structure
* 2 Implementations and uses
* 3 See also
* 4 References
* 5 External links

## Structure

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

Apache UIMA

Developer(s)| IBM, Apache Software Foundation (since October 2006)
Stable release|

3.1.1 / November 8, 2019; 6 years ago (2019-11-08)[3]

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

* Data Discovery and Query Builder
* Entity extraction
* General Architecture for Text Engineering (GATE)
* IBM Omnifind
* LanguageWare

## References

1. ↑ UIMA Frequently Asked Questions (FAQ's) The Apache Software Foundation
2. ↑ UIMA Specification The Apache Software Foundation.
3. ↑ "Apache UIMA - News". http://uima.apache.org/news.html#08 Nov 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". 14 February 2011. https://blogs.apache.org/foundation/entry/apache_innovation_bolsters_ibm_s.

## External links

* Apache UIMA home page

* v
* t
* e

Apache Software Foundation

Top-level
projects|

* Accumulo
* ActiveMQ
* Airflow
* Ambari
* Ant
* Apex
* Aries
* Apache HTTP Server
* APR
* Avro
* Axis
* Axis2
* Beam
* Bloodhound
* Brooklyn
* Buildr
* Calcite
* Camel
* CarbonData
* Cassandra
* Cayenne
* Chemistry
* CloudStack
* Cocoon
* Cordova
* CouchDB
* cTAKES
* CXF
* Derby
* Directory
* Drill
* Empire-db
* Felix
* Flex
* Flink
* Flume
* Forrest
* Geronimo
* Giraph
* Gump
* Hadoop
* Hama
* HBase
* Helix
* Hive
* Impala
* Jackrabbit
* James
* Jini
* JMeter
* Kafka
* Karaf
* Kudu
* Kylin
* Lucene
* Mahout
* Marmotta
* Maven
* MINA
* mod perl
* MyFaces
* NetBeans
* Nutch
* ODE
* OFBiz
* Oozie
* OpenEJB
* OpenJPA
* OpenNLP
* OрenOffice
* ORC
* PDFBox
* Parquet
* Phoenix
* POI
* Pig
* Pivot
* Qpid
* Roller
* RocketMQ
* Samza
* ServiceMix
* Shiro
* SINGA
* Sling
* Solr
* Spark
* Stanbol
* Storm
* SpamAssassin
* Sqoop
* Struts 1
* Struts 2
* Subversion
* SystemML
* Tapestry
* Thrift
* Tika
* Tomcat
* Trafodion
* Traffic Server
* UIMA
* Velocity
* Wicket
* Xalan
* Xerces
* Yetus
* ZooKeeper

Commons|

* BCEL
* BSF
* Daemon
* Jelly
* Logging

Incubator|

* MXNet
* Taverna
* XAP

Other projects|

* Batik
* Chainsaw
* FOP
* Ivy
* Log4j

Attic|

* Abdera
* AxKit
* Beehive
* Bluesky
* iBATIS
* Cactus
* Click
* Continuum
* Deltacloud
* Etch
* Excalibur
* Harmony
* HiveMind
* Jakarta
* Lenya
* Shale
* Shindig
* Slide
* stdcxx
* Tuscany
* Wave
* Wink
* XMLBeans

Licenses|

* Apache License

* Category

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