Table of Contents
Knime
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Knime 2.9.1 (2014/01/15)
Developed by: KNIME.com AG
License: GPL / GNU General Public License
Web page : Tool homepage
Tool type : Application software
The last edition of this page was on: 2014/12/18
The Completion level of this page is : Low
The last edition of this page was on: 2014/12/18 The Completion level of this page is : Low
SHORT DESCRIPTION
[[has description::KNIME is a user-friendly graphical workbench for the entire analysis process: data access, data transformation, initial investigation, powerful predictive analytics, visualisation and reporting. The open integration platform provides over 1000 modules (nodes).
The open source version claims to implement a very rich platform: “The KNIME Analytics Platform incorporates hundreds of processing nodes for data I/O, preprocessing and cleansing, modeling, analysis and data mining as well as various interactive views, such as scatter plots, parallel coordinates and others. It integrates all of the analysis modules of the well known Weka data mining environment and additional plugins allow R-scripts to be run, offering access to a vast library of statistical routines.”]]
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: Simple data transformation operations, Advanced data transformation operations, Mathematical transformation of data for analysis
- Data analysis of type: Basic statistics and data summarization, 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: Medium
PROGRAMMING: Basic
SYSTEM ADMINISTRATION: Basic
DATA MINING MODELS: Medium
FREE TEXT
| Tool version : Knime 2.9.1 2014/01/15 (blank line) Developed by : KNIME.com AG |
|
SHORT DESCRIPTION[edit source]
KNIME is a user-friendly graphical workbench for the entire analysis process: data access, data transformation, initial investigation, powerful predictive analytics, visualisation and reporting. The open integration platform provides over 1000 modules (nodes).
The open source version claims to implement a very rich platform: “The KNIME Analytics Platform incorporates hundreds of processing nodes for data I/O, preprocessing and cleansing, modeling, analysis and data mining as well as various interactive views, such as scatter plots, parallel coordinates and others. It integrates all of the analysis modules of the well known Weka data mining environment and additional plugins allow R-scripts to be run, offering access to a vast library of statistical routines.”
TOOL CHARACTERISTICS[edit source]
| Tool orientation | Data mining type | Usability |
|---|---|---|
| This tool is designed for general purpose analysis. | This tool is designed for Structured data mining, 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:
Simple data transformation operations, Advanced data transformation operations, Mathematical transformation of data for analysis
Can perform data analysis of type:
Basic statistics and data summarization, Data mining methods and algorithms
Can perform data visualisation of type:
(These visualisations can be interactive and updated in "real time")
ABOUT USER[edit source]
| Tool is suitable for: | ||||
| Students/Learners/Consumers:☑ | Teachers/Tutors/Managers:☑ | Researchers:☑ | Organisations/Institutions/Firms:☑ | Others:☑ |
| Required skills: | |||
| Statistics: MEDIUM | Programming: BASIC | System administration: BASIC | Data mining models: MEDIUM |
OTHER TOOL INFORMATION[edit source]
|
|
| Knime.jpg |
| KNIME logo white.png |
| Knime |
| GPL / GNU General Public License |
| Free&Open source |
| KNIME.com AG |
| 2014/01/15 |
| 2.9.1 |
| http://www.knime.org/ |
| [[has description::KNIME is a user-friendly graphical workbench for the entire analysis process: data access, data transformation, initial investigation, powerful predictive analytics, visualisation and reporting. The open integration platform provides over 1000 modules (nodes).
The open source version claims to implement a very rich platform: “The KNIME Analytics Platform incorporates hundreds of processing nodes for data I/O, preprocessing and cleansing, modeling, analysis and data mining as well as various interactive views, such as scatter plots, parallel coordinates and others. It integrates all of the analysis modules of the well known Weka data mining environment and additional plugins allow R-scripts to be run, offering access to a vast library of statistical routines.”]] |
| General analysis |
| Developers/Designers, Researchers |
| Medium |
| Basic |
| Basic |
| Medium |
| Application software |
| Structured data mining, Text mining |
| Data extraction, Data transformation, Data analysis, Data visualisation |
| Basic statistics and data summarization, Data mining methods and algorithms |
| Simple data transformation operations, Advanced data transformation operations, Mathematical transformation of data for analysis |
| Low |
KNIME includes text processing facilities that are documented here (12/2014) and in more detail in a Technical Report: The KNIME Text Processing Feature: An Introduction
- IO: reading and parsing
- Enrichment: named entity recognition
- Preprocessing: filtering and manipulation
- Frequencies: word counting and keyword extraction
- Transformation: bow and vector representation
- Visualization: tag cloud
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