Dragon ToolKit

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The Dragon Toolkit 1.3.3 (2008/01/16)

No image.png

Developed by: Zhou, X., Zhang, X., and Hu, X., Drexel University
License: Free&Open source
Web page : [dragon.ischool.drexel.edu/ Tool homepage]

Tool type :
"Framework/Library" is not in the list (Application software, Web application, Framework/Library/API, Plugin/extension pack, Script/procedure/function, Multi purpose) of allowed values for the "Data tool type" property.
Tool.png

The last edition of this page was on: 2014/03/19

The Completion level of this page is : Low


SHORT DESCRIPTION

The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling). It is tailored for researchers who work on large-scale IR and TM and prefer Java programming. Moreover, different from Lucene and Lemur, it provides built-in supports for semantic-based IR and TM. The dragon toolkit seamlessly integrates a set of NLP tools, which enable the toolkit to index text collections with various representation schemes including words, phrases, ontology-based concepts and relationships. ([dragon.ischool.drexel.edu/], retrieved March 2014)


TOOL CHARACTERISTICS

Usability

Authors of this page consider that this tool is '.

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 analysis.

IMPORT FORMAT :

EXPORT FORMAT :


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

Tool can perform:

  • Data extraction of type:
  • Transformation of type:
  • Data analysis of type: Data mining methods and algorithms
  • Data visualisation of type: (These visualisations can be updated in "real time" )



ABOUT USERS

Tool is suitable for:

Students/Learners/Consumers
Teachers/Tutors/Managers
Researchers
Developers/Designers
Organisations/Institutions/Firms
Others

Required skills:

STATISTICS: Advanced

PROGRAMMING: Medium

SYSTEM ADMINISTRATION: Basic

DATA MINING MODELS: Advanced



FREE TEXT


Tool version : The Dragon Toolkit 1.3.3 2008/01/16
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Developed by : Zhou, X., Zhang, X., and Hu, X., Drexel University
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Tool Web page : dragon.ischool.drexel.edu/
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Tool type :
"Framework/Library" is not in the list (Application software, Web application, Framework/Library/API, Plugin/extension pack, Script/procedure/function, Multi purpose) of allowed values for the "Data tool type" property.

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Free&Open source

No image.png

1 SHORT DESCRIPTION


The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling). It is tailored for researchers who work on large-scale IR and TM and prefer Java programming. Moreover, different from Lucene and Lemur, it provides built-in supports for semantic-based IR and TM. The dragon toolkit seamlessly integrates a set of NLP tools, which enable the toolkit to index text collections with various representation schemes including words, phrases, ontology-based concepts and relationships. ([dragon.ischool.drexel.edu/], retrieved March 2014)

2 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 .
Data import format Data export format
. .
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 updated in "real time" )


3 ABOUT USER


Tool is suitable for:
Students/Learners/Consumers:☐ Teachers/Tutors/Managers:☐ Researchers:☑ Organisations/Institutions/Firms:☐ Others:☐
Required skills:
Statistics: ADVANCED Programming: MEDIUM System administration: BASIC Data mining models: ADVANCED

4 OTHER TOOL INFORMATION


No screenshot.jpg
The Dragon Toolkit
Free&Open source
Zhou, X., Zhang, X., and Hu, X., Drexel University
2008/01/16
1.3.3
dragon.ischool.drexel.edu/
The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling). It is tailored for researchers who work on large-scale IR and TM and prefer Java programming. Moreover, different from Lucene and Lemur, it provides built-in supports for semantic-based IR and TM. The dragon toolkit seamlessly integrates a set of NLP tools, which enable the toolkit to index text collections with various representation schemes including words, phrases, ontology-based concepts and relationships. ([dragon.ischool.drexel.edu/], retrieved March 2014)
General analysis
Researchers
Advanced
Medium
Basic
Advanced
"Framework/Library" is not in the list (Application software, Web application, Framework/Library/API, Plugin/extension pack, Script/procedure/function, Multi purpose) of allowed values for the "Data tool type" property.
Text mining
Data analysis
Data mining methods and algorithms
Low
Zhou, X., Zhang, X., and Hu, X., "Dragon Toolkit: Incorporating Auto-learned Semantic Knowledge into Large-Scale Text Retrieval and Mining," In proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), October 29-31, 2007, Patras, Greece, http://dragon.ischool.drexel.edu/dragontoolkit.pdf
Facts about "Dragon ToolKit"
Analysis orientationGeneral analysis +
Analysis typeData mining methods and algorithms +
Data manipulation typeData analysis +
End user typeResearchers +
Has completion levelLow +
Has descriptionThe Dragon Toolkit is a Java-based develop
The Dragon Toolkit is a Java-based development package for academic use in information retrieval (IR) and text mining (TM, including text classification, text clustering, text summarization, and topic modeling). It is tailored for researchers who work on large-scale IR and TM and prefer Java programming. Moreover, different from Lucene and Lemur, it provides built-in supports for semantic-based IR and TM. The dragon toolkit seamlessly integrates a set of NLP tools, which enable the toolkit to index text collections with various representation schemes including words, phrases, ontology-based concepts and relationships. ([dragon.ischool.drexel.edu/], retrieved March 2014)
school.drexel.edu/], retrieved March 2014) +
Has last revision number1.3.3 +
Has nameThe Dragon Toolkit +
Has websitehttp://dragon.ischool.drexel.edu/ +
Is developed byZhou, X., Zhang, X., and Hu, X., Drexel University +
Last editionMarch 19, 2014 +
License typeFree&Open source +
Mining tool typeText mining +
User data mining models levelAdvanced +
User programming levelMedium +
User statistics levelAdvanced +
User system engineering levelBasic +
Was last released onJanuary 16, 2008 +