Knime

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KNIME logo white.png


Knime 2.9.1 (2014/01/15)

Knime.jpg

Developed by: KNIME.com AG
License: GPL / GNU General Public License
Web page : Tool homepage
Tool type : Application software

Tool.png

The last edition of this page was on: 2014/12/18

The Completion level of this page is : Low


SHORT 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

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 Structured data mining, Text mining.

Manipulation type

This tool is designed for Data extraction, Data transformation, Data analysis, Data visualisation.

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: 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 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: Medium

PROGRAMMING: Basic

SYSTEM ADMINISTRATION: Basic

DATA MINING MODELS: Medium



FREE TEXT


Tool version : Knime 2.9.1 2014/01/15
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Developed by : KNIME.com AG
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Tool Web page : http://www.knime.org/
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Tool type : Application software
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License:GPL / GNU General Public License

Knime.jpg

1 SHORT 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.”

2 TOOL CHARACTERISTICS


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
☐ 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:
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 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: MEDIUM Programming: BASIC System administration: BASIC Data mining models: MEDIUM

4 OTHER TOOL INFORMATION


Knime.jpg
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/
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

  1. IO: reading and parsing
  2. Enrichment: named entity recognition
  3. Preprocessing: filtering and manipulation
  4. Frequencies: word counting and keyword extraction
  5. Transformation: bow and vector representation
  6. Visualization: tag cloud
Facts about "Knime"
Analysis orientationGeneral analysis +
Analysis typeBasic statistics and data summarization + and Data mining methods and algorithms +
Data manipulation typeData extraction +, Data transformation +, Data analysis + and Data visualisation +
Data tool typeApplication software +
Data transformation capabilitiesSimple data transformation operations +, Advanced data transformation operations + and Mathematical transformation of data for analysis +
End user typeDevelopers/Designers + and Researchers +
Free software licenseGPL / GNU General Public License +
Has completion levelLow +
Has descriptionKNIME is a user-friendly graphical workben
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.”
ary of statistical routines.”</span> +
Has last revision number2.9.1 +
Has logoKNIME logo white.png +
Has nameKnime +
Has screenshotKnime.jpg +
Has websitehttp://www.knime.org/ +
Is developed byKNIME.com AG +
Last editionDecember 18, 2014 +
License typeFree&Open source +
Mining tool typeStructured data mining + and Text mining +
User data mining models levelMedium +
User programming levelBasic +
User statistics levelMedium +
User system engineering levelBasic +
Was last released onJanuary 15, 2014 +