IKT

Software and Tools - Flyers

• MODS (Massive Online DataStream): machine learning application using deep learning modelling for proactive network monitoring and security protection, 2018-2020
• SCIP (Shopping Cart Item Predictor) with deployment demo: Shopping cart item prediction through Bayesian inference, 2017
• MoBeV: Scalable security solutions for private mobile network, 2015-2016
• CTRvw - Incremental machine learning tools for development of Click-Through Rate large-scale online marketing application using Vowpal Wabbit (VW), 2014-2015
• LEMOR - Lemmatizer and morphology for Slovak language
  Lemmatizer and morphology annotator for Slovak language, 2015
• LIGA (in-memory LInear large-scale GAzetteers): Python and Java code, 2013-2014
  Standalone contain extraction tools for Natural Language Processing
• IKT-Ontea: Pattern based annotation platform based on NAZOU's Ontea
• gSemSearch: Graph based Semantic Search is used for entity relation discovery in unstructured text, which is based on Email Social Network Search

Platform for scalable information processing

Platform for web monitoring (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. Hadoop scalable information processing with plug-ins for parsing and information extraction. For more information please contact us at email

Use cases of the platform for monitoring web

• Infamous Gorila files scandal, 2012
  Searching and reasoning over Gorila files
• Search in BBC news with the semantic support
  Search and reasoning over BBC news
• Search over Enron scandal emails
  Reasoning over Enron scandal emails, 2012
• Search in Linkedin jobs with the semantic support
  Search in Linkedin jobs and CVs with the semantic support
  Comparing CV and job descriptions to support employers and employees to find suitable jobs
• Search in Dominique Strauss-Kahn scandal with the semantic support
  Searching over news from Dominique Strauss-Kahn scandal
• Search in ACM publications with the semantic support
  Search and reasoning over ACM publications

IKT tool chain

The architecture and the tools are originally designed and developed in the NAZOU project (2004-2006). Designed tools are chained in the IKT architecture. At the moment, several tools are continually developing but the architecture is adapted and involved with modern in-trend technologies.

• Email Social Network Search
  Email Social Network Search explores new approach for searching email archives as knowledge repository
• Ontea
  Ontology based Text Annotation using Regular Expression Patterns
• WEBCRAWLER
  WebCrawler downloads recursively web pages. Only relevant documents are downloaded estimating relevance using ERID.
• ExPoS design
  The tool objective is to extract useful information from the webpage contents downloaded and stored in the Corporate Memory.
• RDB2Onto
  Tool for Relational Data to Ontology Individuals Mapping
• RIDAR
  Relevant Internet Data Resource Identification
• ERID
  Estimate Relevance of Internet Documents
• SGDB
  Simple Graph Database optimised for fast graph traversing
• ACoMA
  Acoma process email communication on server side and attach relevant knowledge to email messages.
• AgentOWL
  Agents with OWL ontology models using JADE agent system and Jena
• EMBET
  Experience Management based on Text Notes - Active and Context sensitive Recommendation System
• SETH
  SETH is a software effort to deeply integrate Python with Web Ontology Language (OWL-DL dialect)
• wsrf2owl-s
  WSRF2OWL-S generates the semantic descriptions of the web and grid services.