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| {{Data mining and learning analytics tools | | {{Data mining and learning analytics tools |
| |field_logo=Logo-gate.png | | |field_logo=Logo-gate.png |
| |field_screenshot= | | |field_screenshot=Gate-groovy-scriptable-controller.png |
| |field_name=GATE ( | | |field_name=GATE ( |
| |field_developers=University of Sheffield | | |field_developers=University of Sheffield |
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| |field_export_format= | | |field_export_format= |
| |field_extraction_type= | | |field_extraction_type= |
| | |field_analysis_type=Data mining methods and algorithms |
| |field_visualisation_type= | | |field_visualisation_type= |
| |field_visualisation_characteristic= | | |field_visualisation_characteristic= |
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| * Run the installer, e.g. under Linux, type: <code>java -jar gate-7.1-build4485-installer.jar</code> | | * Run the installer, e.g. under Linux, type: <code>java -jar gate-7.1-build4485-installer.jar</code> |
| * Run it, e.g. find it in the start menu or find and launch the launcher script, e.g. under Linux <code>~/GATE_Developer_7.1/bin/gate.sh</code> | | * Run it, e.g. find it in the start menu or find and launch the launcher script, e.g. under Linux <code>~/GATE_Developer_7.1/bin/gate.sh</code> |
| | |
| | '''Bibliography''' |
| | |
| | (randomly picked) |
| | |
| | * Sergiy Konovalov, Matthew Scotch, Lori Post, Cynthia Brandt. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 05.10.2010 http://www.jmir.org/2010/4/e45/ |
Revision as of 18:27, 19 March 2014
GATE ( 7.1 (2012/03/30)
Developed by: University of Sheffield
License: Free&Open source
Web page : Tool homepage
Tool type : Multi purpose
The last edition of this page was on: 2014/03/19
The Completion level of this page is : Low
The last edition of this page was on: 2014/03/19 The Completion level of this page is : Low
SHORT DESCRIPTION
[[has description::GATE is over 15 years old and is in active use for all types of computational task involving human language. GATE excels at text analysis of all shapes and sizes. From large corporations to small startups, from €multi-million research consortia to undergraduate projects, our user community is the largest and most diverse of any system of this type, and is spread across all but one of the continents ([http://gate.ac.uk/overview.html
GATE: a full-lifecycle open source solution for text processing])]]
TOOL CHARACTERISTICS
Usability
Authors of this page consider that this tool is somewhat difficult to use.
Tool orientation
This tool is designed for general purpose analysis.
Data mining type
This tool is made for Text mining.
Manipulation type
This tool is designed for Data transformation, Data analysis.
IMPORT FORMAT :
HTML, RTF, TXT, XML
| Tool objective(s) in the field of Learning Sciences |
|
☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware
|
☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation
|
ABOUT USERS
Tool is suitable for:
Students/Learners/Consumers
Teachers/Tutors/Managers
Researchers
Developers/Designers
Organisations/Institutions/Firms
Others
Required skills:
SYSTEM ADMINISTRATION: Basic
DATA MINING MODELS: Medium
FREE TEXT
Tool version : GATE ( 7.1 2012/03/30
(blank line)
Developed by : University of Sheffield
(blank line)
Tool Web page : http://gate.ac.uk
(blank line)
Tool type : Multi purpose
(blank line)
Free&Open source
| 
|
SHORT DESCRIPTION
GATE is over 15 years old and is in active use for all types of computational task involving human language. GATE excels at text analysis of all shapes and sizes. From large corporations to small startups, from €multi-million research consortia to undergraduate projects, our user community is the largest and most diverse of any system of this type, and is spread across all but one of the continents ([http://gate.ac.uk/overview.html
GATE: a full-lifecycle open source solution for text processing])
TOOL CHARACTERISTICS
| Tool orientation |
Data mining type |
Usability |
| This tool is designed for general purpose analysis. |
This tool is designed for Text mining. |
Authors of this page consider that this tool is somewhat difficult to use. |
| Data import format |
Data export format |
| HTML, RTF, TXT, XML. |
. |
| Tool objective(s) in the field of Learning Sciences |
|
☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware
|
☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation
|
Can perform data extraction of type:
Can perform data transformation of type:
Can perform data analysis of type:
Data mining methods and algorithms
Can perform data visualisation of type:
(These visualisations can be interactive and updated in "real time")
ABOUT USER
| Tool is suitable for: |
| Students/Learners/Consumers:☑ |
Teachers/Tutors/Managers:☑ |
Researchers:☑ |
Organisations/Institutions/Firms:☑ |
Others:☑ |
| Required skills: |
| Statistics: MEDIUM |
Programming: MEDIUM |
System administration: BASIC |
Data mining models: MEDIUM |
OTHER TOOL INFORMATION
|
| Gate-groovy-scriptable-controller.png
|
| Logo-gate.png
|
| GATE (
|
|
|
| Free&Open source
|
| University of Sheffield
|
| 2012/03/30
|
| 7.1
|
| http://gate.ac.uk
|
| [[has description::GATE is over 15 years old and is in active use for all types of computational task involving human language. GATE excels at text analysis of all shapes and sizes. From large corporations to small startups, from €multi-million research consortia to undergraduate projects, our user community is the largest and most diverse of any system of this type, and is spread across all but one of the continents ([http://gate.ac.uk/overview.html
GATE: a full-lifecycle open source solution for text processing])]]
|
| General analysis
|
|
|
| Students/Learners/Consumers, Teachers/Tutors/Managers, Researchers, Organisations/Institutions/Firms
|
| Medium
|
| Medium
|
| Basic
|
| Medium
|
| Multi purpose
|
|
|
|
|
| Text mining
|
| Data transformation, Data analysis
|
| Data mining methods and algorithms
|
|
|
| HTML, RTF, TXT, XML
|
|
|
| PDF
|
|
|
|
|
|
|
| somewhat difficult to use
|
|
|
| Low
|
The GATE family
GATE is a multi purpose system: “GATE has grown over the years to include a desktop client for developers, a workflow-based web application, a Java library, an architecture and a process.”
GATE is:
- an IDE, GATE Developer4: an integrated development environment for language processing components bundled with a very widely used Information Extraction system and a comprehensive set of other plugins
- a web app: GATE Teamware a collaborative annotation environment for factory-style semantic annotation projects built around a workflow engine and a heavily-optimised backend service infrastructure
- a framework, GATE Embedded: an object library optimised for inclusion in diverse applications giving access to all the services used by GATE Developer and more
- an architecture: a high-level organisational picture of how language processing software composition
- a process for the creation of robust and maintainable services
(Overview, retrieved March 2014)
Manuals
Installation notes
- Downloads for the GATE are available through a source forge site
- Download a gate installer (or click on the direct link in the official download page
- Run the installer, e.g. under Linux, type:
java -jar gate-7.1-build4485-installer.jar
- Run it, e.g. find it in the start menu or find and launch the launcher script, e.g. under Linux
~/GATE_Developer_7.1/bin/gate.sh
Bibliography
(randomly picked)
