"Sharing mining models made semantic"

The SEWEBAR-CMS Framework

create and share reports on data mining tasks and related knowledge in a semantic-aware way.

Built on top of Joomla! CMS system for state-of-the-art web experience and on the Ontopia Knowledge Suite for hassle-free semantic search and inferencing.

Read on about SEWEBAR

SEWEBAR (SEmantic WEB and Analytical Reports)

 

SEWEBAR is a research project the goal of which is to study possibilities both of

  • presenting results of data mining in the form of analytical reports,
  • disseminating resulting analytical reports through Semantic web.
A DEMO of the Instant-Feedback on Discovered Association Rules is available. You can see details here.
An Interactive DEMO of the Instant-Feedback Visual Association Rule mining based on the GUHA Method is available.
SEWEBAR paper appeared in Journal of Intelligent Information Systems from Springer. The paper is entitled "SEWEBAR-CMS: semantic analytical report authoring for data mining results" and it currently available as on-line first access. Shorter open-access LNCS version.

SEWEBAR-CMS received a runner-up award at the RuleML Challenge 2010 held Washington D.C. The accompanying paper is in the CEUR-WS proceedings.

Each analytical report presents an answer to a specific analytical question. The analytical question concerning given particular data set is a local analytical question, a corresponding analytical report is a local analytical report.

There are also global analytical reports synthetizing results presented in several analytical reports (local or global). Global analytical reports give answer to a suitable global analytical questions.

There are several particular SEWEBAR projects. General structure of the SEWEBAR project is as follows.

 

 

Important role in the SEWEBAR project plays formalized domain knowledge. We use various theoretical, methodological and software tools.

You can see complex video showcases presenting the whole process of postprocessing analytical reports with SEWEBAR-CMS either in english or the czech version with subtitles.

Czech version of video
 English version of video