Knime: Difference between revisions
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{{Data mining and learning analytics tools | {{Data mining and learning analytics tools | ||
|field_screenshot= | |field_logo=KNIME logo white.png | ||
|field_screenshot=Knime.jpg | |||
|field_name=Knime | |field_name=Knime | ||
|field_developers=KNIME.com AG | |field_developers=KNIME.com AG | ||
|field_website=http://www.knime.org/ | |||
|field_data_tool_type=Application software | |||
|field_plugin_of= | |||
|field_language= | |||
|field_license_type=Free&Open source | |field_license_type=Free&Open source | ||
|field_free_software_licence=GPL / GNU General Public License | |field_free_software_licence=GPL / GNU General Public License | ||
|field_last_release=2014/01/15 | |field_last_release=2014/01/15 | ||
|field_last_version=2.9.1 | |field_last_version=2.9.1 | ||
|field_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). | |field_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 [http://www.knime.org/knime claims to implement] a very rich platform: {{quotation|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.}} | ||
|field_analysis_orientation=General analysis | |field_analysis_orientation=General analysis | ||
|field_data_analysis_objective= | |field_data_analysis_objective= | ||
|field_mining_tool_type=Structured data mining, Text mining | |||
|field_data_manipulation_type=Data extraction, Data transformation, Data analysis, Data visualisation | |||
|field_import_format= | |field_import_format= | ||
|field_export_format= | |field_export_format= | ||
|field_data_transformation_capabilities=Simple data transformation operations, Advanced data transformation operations, Mathematical transformation of data for analysis | |||
|field_data_transformation_capabilities= | |field_analysis_type=Basic statistics and data summarization, Data mining methods and algorithms | ||
|field_analysis_type= | |||
|field_tool_usability= | |field_tool_usability= | ||
|field_statistics_level= | |field_end_user_type=Developers/Designers, Researchers | ||
|field_programming_level= | |field_statistics_level=Medium | ||
|field_system_engineering_level= | |field_programming_level=Basic | ||
|field_data_mining_models_level= | |field_system_engineering_level=Basic | ||
|field_data_mining_models_level=Medium | |||
|field_completion_level=Low | |field_completion_level=Low | ||
|field_last_edition=2014/ | |field_last_edition=2014/12/18 | ||
}} | }} | ||
KNIME includes text processing facilities that are [https://tech.knime.org/documentation-3 documented here] (12/2014) and in more detail in a [https://tech.knime.org/files/knime_text_processing_introduction_technical_report_120515.pdf 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 |