KP-Lab - Text Mining Services : Classification
General Information
Text Mining services, as a part of the SWKM Knowledge MatchMaker module, are used within KP-Lab to assist users when creating or updating the semantic descriptions of KP-Lab knowledge artefacts. They consist of:
- The Clustering Service, developed and provided by FIT, Brno University of Technology & University of Economics, Prague
Functionality: The service looks for clusters of similar artefacts and automatically acquires conceptual maps from knowledge artefacts. This can lead to the update or even the creation of (new) KP-Lab ontologies managed in the sequel by the Knowledge Mediator.
- The Classification Service, developed and provided by CIT FEI TU Kosice
Functionality: The service, after a software-training period, classifies the artefacts under some pre-defined set of categories (e.g., ontology concepts), resulting in a semi-automatic generation of semantic descriptions.
The Classification Service consists of:- LearningClassificationWS service, which provides:
- ClassifyWS service, which provides:
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More information can be found in KP-Lab deliverables D5.3 and D5.4.