Dragon ToolKit
The Dragon Toolkit 1.3.3 (2008/01/16)
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"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.
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::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
Tool orientation
Data mining type
Manipulation type
IMPORT FORMAT :
EXPORT FORMAT :
| Tool objective(s) in the field of Learning Sciences | |
|
☑ Analysis & Visualisation of data |
☑ Providing feedback for supporting instructors: |
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 interactive and updated in "real time")
ABOUT USERS
Tool is suitable for:
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 (blank line) Developed by : Zhou, X., Zhang, X., and Hu, X., Drexel University |
|
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
| 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 |
☑ Providing feedback for supporting instructors: |
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: ADVANCED | Programming: MEDIUM | System administration: BASIC | Data mining models: ADVANCED |
OTHER TOOL INFORMATION
|
| 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/ |
| [[has 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)]] |
| General analysis |
| Researchers |
| Advanced |
| Medium |
| Basic |
| Advanced |
| Framework/Library"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