IKT

• SCIP - Shopping Cart Item Predictor with deployment demo: Shopping cart item prediction through Bayesian inference, 2017

• SCIP - Shopping Cart Item Predictor with deployment demo: Shopping cart item prediction through Bayesian inference, 2017

• 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

• LIGA (in-memory LInear large-scale GAzetteers) Python and Java code, 2013-2014\\

• MoBeV: Scalable security solutions for private mobile network, 2015-2016

• SCIP (Shopping Cart Item Predictor) with deployment demo: Shopping cart item prediction through Bayesian inference, 2017

• CTRvw - Incremental machine learning tools for development of Click-Through Rate large-scale online marketing application using Vowpal Wabbit (VW), 2014-2015

• LIGA (in-memory LInear large-scale GAzetteers): Python and Java code, 2013-2014\\

Platform for scalable information processing (PFSIP)

Platform for scalable information processing (PSIP)

• CTRvw - Incremental machine learning tools for development of Click-Through Rate large-scale online marketing application using Vowpal Wabbit (VW), 2014-2015

Standalone contain extraction tools for Natural Language Processing

• MODS (Massive Online DataStream): machine learning application using deep learning modelling for proactive network monitoring and security protection, 2018-2020

Software and Tools - Flyers

• MODS (Massive Online DataStream): machine learning (ML) application for proactive network monitoring using deep learning (DL) modelling, 2018-2020

• wsrf2owl-s\\

• LIGA (in-memory LInear large-scale GAzetteers): Python and Java code, 2013-2014\\

• LEMOR - Lemmatizer and morphology for Slovak language\\

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\\

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.

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. >>e.g. with Nutch and Hadoop platform<<

• CTRvw - Machine learning (ML) tools for development of Click-Through Rate (CTR) large-scale online marketing application using VW, 2014-2015

• 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

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 e.g. with Nutch and Hadoop platform.

• Infamous Gorila files scandal, 2012\\

Reasoning over Enron scandal emails, 2012

Searching and reasoning over Gorila files

• Infamous Gorila files scandal (2011-2012)\\

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 e.g. with Nutch and Hadoop platform.

• 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

Platform for web monitoring (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

Platform for web monitoring (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

• MODS (Massive Online DataStream): machine learning (ML) application for proactive network monitoring using deep learning (DL) modelling, 2018-2020

• MoBeV: Scalable security solutions for private mobile network, 2015-2016

• MoBeV (Mobile Network Security): Scalable security solutions for private mobile network, 2015-2016

Lemmatizer and morphology annotator for Slovak language, 2015

• IKT-Ontea: Pattern based annotation platform based on NAZOU's Ontea

• IKT-Ontea: Pattern based annotation platform, which originally started within NAZOU project as Ontea
• gSemSearch: Graph based Semantic Search is used for entity relation discovery in unstructured text, which is based on Email Social Network Search

• LIGA (in-memory LInear large-scale GAzetteers): Python and Java code, 2013-2014\\

• IKT-Ontea:

• gSemSearch:

• LIGA (in-memory LInear large-scale GAzetteers): Java code, 2013-2014\\

• LIGA (in-memory LInear large-scale GAzetteers) - Java code, 2013-2014\\

• MoBeV (Mobile Network Security): Scalable security solutions on private mobile network, 2015-2016

• SCIP (Shopping Cart Item Predictor) with deployment demo: Shopping cart item prediction through Bayesian inference, 2017

• SCIP (Shopping Cart Item Predictor) - deployment demo: Shopping cart item prediction through Bayesian inference, 2017

• MODS (Massive Online DataStream): machine learning (ML) application for network monitoring using deep learning (DL) modelling, 2018-2020
• SCIP (Shopping Cart Item Predictor) - deployment demo - Shopping cart item prediction through Bayesian inference, 2017

• SCIP - Shopping Cart Item Predictor - deployment demo - Shopping cart item prediction through Bayesian inference, 2017

• SCIP - Shopping Cart Item Predictor - Shopping cart item prediction through Bayesian inference, 2017

• CTRvw - machine learning (ML) tools for development of Click-Through Rate (CTR) large-scale online marketing application using VW, 2014-2015

• LIGA - in-memory LInear large-scale GAzetteers, 2013-2014\\

• MODS - Massive Online DataStream - machine learning (ML) application for network monitoring using deep learning (DL) modelling, 2018-2020

• MODS - Massive Online DataStream - machine learning (ML) application for network monitoring using deep learning (DL) modelling, 2018-2010
• MoBeV - security and privacy tools with scalable ML solutions on private mobile network, 2015-2016
• CTRvw - machine learning (ML) tools for development of Click-Through Rate (CTR) large-scale online marketing application using VW, 2015
• SCIP - Shopping Cart Item Predictor - Shopping cart item prediction through Bayesian inference, 2017

• LIGA - in-memory LInear large-scale GAzetteers, 2014\\

• MODS - Massive Online DataStream - machine learning (ML) application for network monitoring using deep learning (DL) modelling

• SCIP - Shopping Cart Item Predictor - Shopping cart item prediction through Bayesian inference

• SCIP - Shopping Cart Item Predictor\\

• CTRvw - machine learning (ML) tools for development of Click-Through Rate (CTR) large-scale online marketing application using VW

• CTRvw - machine learning (ML) tools for development of\\

• CTRvw - machine learning (ML) tools for development of \\

Click-Through Rate (CTR) large-scale online marketing application using VW

• CTRvw - machine learning (ML) tools for development of \\ Click-Through Rate (CTR) large-scale online marketing application using VW

• CTRvw - machine learning (ML) tools for

• CTRvw - machine learning (ML) tools for
  development of Click-Through Rate (CTR) large-scale online marketing application using VW

• MoBeV - security and privacy tools with scalable ML solutions on private mobile network

• MoBeV - https://giangzuzana.github.io/files/2016_detection.pdf? with scalable ML solutions on private mobile network

• MoBeV - security and privacy tools with scalable ML solutions on private mobile network

• - security and privacy tools with scalable ML solutions on private mobile network

• MODS - Massive Online DataStream - machine learning (ML) application for network monitoring using deep learning (DL) modelling approaches

Click-Through Rate (CTR) large-scale online marketing application using VW

• MoBeV - security and privacy tools with scalable ML solutions on private mobile network

• CTRvw - machine learning (ML) development tools for \\

• CTRvw - machine learning (ML) development tool for \\

• MODS - Massive Online DataStream - large-scale ML application for network monitoring using deep learning (DL) modelling approaches

• MODS - Massive Online DataStream - large-scale ML application with deep learning (DL) modelling

• MoBeV - security and privacy (scalable ML) tools on private mobile network

• MoBeV - security and privacy tools on private mobile network

• CTRvw - machine learning development tool for
  Click-Through Rate (CTR) large-scale online marketing application using Vowpal Wabbit (ML)

Click-Through Rate (CTR) online marketing application using Vowpal Wabbit (ML)

Platform for web monitoring (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

• MoBeV - security and privacy tools on private data

• SCIP - Shopping Cart Item Predictor\\

• SCIP -Shopping Cart Item Predictor\\

• LIGA - in-memory LInear large-scale GAzetteers\\

• LIGA - in-memory LInear large-scale GAzetteers\\

• MODS - Massive Online DataStream
• CTRvw - development tool for
  Click-Through Rate (CTR) online merketing application using Vowpal Wabbit

• MODS \\

• CTRvw \\

• MODS

Massive Online DataStream

• CTRvw

development tool for Click-Through Rate (CTR) online merketing application using Vowpal Wabbit

• MODS (2018-2020) Massive Online DataStream

• CTRvw (2015) development tool for Click-Through Rate (CTR) online merketing application using Vowpal Wabbit

• MODS - Massive Online DataStream\\

Building intelligent software module for improving functionalities of Intrusion Detection System (IDS)

• MODS - Massive Online DataStream\\

Intelligent module using ML/DL techniques for improving functionalities of underlying IDS and monitoring system

• MODS - Massive Online DataStream\\

• MODS - Massive Online DataStream
  
  Intelligent module using ML/DL techniques for underlying IDS and monitoring system

• Search in BBC news with the semantic support\\

• Search over Enron scandal emails\\

• Search in Linkedin jobs with the semantic support
  Search in Linkedin jobs and CVs with the semantic support\\

• Search in Dominique Strauss-Kahn scandal with the semantic support\\

• Search in ACM publications with the semantic support\\

• LIGA - in-memory LInear large-scale GAzetteers\\

• LIGA - In-memory LInear large-scale GAzetteers\\

• LIGA - In-memory LInear large-scale Gazetteers\\

• LIGA - In Memory Linear LArge-scale Gazetteers\\

• SCIP - Shopping Cart Item Predictor\\

• LEMOR - Lemmatizer and morphology for Slovak language\\

• IKT-Ontea\\

• IMLAG - In Memory Linear LArge-scale Gazetteers\\

• IMLAG - In Memory Linear lArge-scale Gazetteers\\

• BSIP - Bayesian Shopping Item Predictor\\

• IMLAG - In Memory Linear Gazetteers\\

• LMSK - Lemmatizer and morphology for Slovak language
  Lemmatizer and morphology annotator for Slovak language

LMSK - Lemmatizer and morphology annotator for Slovak language

• BSCP - Bayesian Shopping Item Predictor\\

• IKTO - IKT Ontea\\

• BSCP - Bayesian Shopping Ptem Predictor\\

• IMLG - In Memory Linear Gazetteers\\

• IKT Bayesian predictor
  Shopping cart item prediction through Bayesian inference

The architecture and the tools are originally designed and developed in the NAZOU project. 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 e.g. with Nutch and Hadoop platform.

Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

• IKT Shopping cart item prediction\\

Shopping cart item predictor through Bayesian inference

Graph based Semantic Search is used for entity relation discovery in unstructured text, which is based on Email Social Network Search

Pattern based annotation platform, which originally started within NAZOU project as Ontea

Shopping cart item predictor using Bayesian inference

The tool objective is to extract useful information from the webpage contents downloaded and stored in the Corporate Memory.

The tool objective is to extract useful information from the webpage contents downloaded and stored in corporate memory.

Hadoop scalable information processing with plug-ins for parsing and information extraction

Platform for scalable information processing

Hadoop scalable information processing with plug-ins for parsing and information extraction

Platform for scalable information processing

Hadoop scalable information processing with plug-ins for parsing and information extraction

IKT tool chain

Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email\\

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

Platform for scalable information processing

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

• Email Social Network Search
  Email Social Network Search explores new approach for searching email archives as knowledge repository

Discontinued tools

• 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.

• wsrf2owl-s
  WSRF2OWL-S generates the semantic descriptions of the web and grid services.

• Ontea
  Ontology based Text Annotation using Regular Expression Patterns
• RDB2Onto
  Tool for Relational Data to Ontology Individuals Mapping

• ERID
  Estimate Relevance of Internet Documents

• ERID\\

• ERID

Estimate Relevance of Internet Documents

Use cases of the platform for monitoring web

• SGDB
  Simple Graph Database optimised for fast graph traversing

Pattern based annotation platform. Originally started within NAZOU project as Ontea

Pattern based annotation platform. Originally started within NAZOU project as Ontea - Ontology based Text Annotation using Regular Expression Patterns

• Ontea
  Ontology based Text Annotation using Regular Expression Patterns

Standalone contain extraction tools for NLP (Natural Language Processing)

Standalone tools for NLP (Natural Language Processing) implemented in Java

• SETH
  SETH is a software effort to deeply integrate Python with Web Ontology Language (OWL-DL dialect)

Comparing CV and job descriptions to support employers and employees to find suitable jobs

Use cases

Discontinued tools

• RDB2Onto
  Tool for Relational Data to Ontology Individuals Mapping

The architecture and the tools are originally designed and developed in the NAZOU project. 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 e.g. with Nutch and Hadoop platform.

Experience Management based on Text Notes - Active and Context sensitive Recommendation System

IKT tool chain

The architecture and the tools are originally designed and developed in NAZOU project. They are also chained in the IKT architecture. Several tools are continually developing but the architecture is adapted and involved with modern in-trend technologies e.g. with Nutch and Hadoop platform. http://ikt.ui.sav.sk/image/sav-retazec-dataview-small.png

Shopping cart item predictor for a chain of convenience stores

• ExPoS design
  The main tool objective is to extract useful information from the content of webpages downloaded and stored in corporate memory.

• Infamous Gorila files scandal
  Searching and reasoning over Gorila files

• gSemSearch
  Graph based Semantic Search is used for entity relation discovery in unstructured text. It is based on Email Social Network Search

• IKT Gazetteers
  Standalone tools for NLP (Natural Language Processing) implemented in Java by IKT Group

• IKT Shopping cart item prediction\\

• IKT Ontea
  Pattern based annotation platform. Originally started within NAZOU project as Ontology based Text Annotation using Regular Expression Patterns
• IKT Gazetteers
  Standalone tools for NLP (Natural Language Processing) implemented in Java by IKT Group

• Lemmatizer and morphology for Slovak language\\

• Shopping cart item prediction\\

• Infamous Gorila files scandal\\

• IKT Ontea\\

• IKT Gazetteers
  Standalone tools for NLP (Natural Language Processing) implemented in Java by IKT Group

• Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact us at email

• Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please send us email

• Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please click More information about Platform

• Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact More information about Platform

• Platform for monitoring web (web pages, forums, RSS channels, news, Facebook, Twitter, etc...), information extraction, semantic search, full-text search, reasoning over data. For more information please contact email me

Tools we currently not continue to develop

• Search in ACM publications with the semantic support
  Search and reasoning over ACM publications

• Search in ACM publications with the semantic support
  Search and reasoning over ACM publications

• Search over Enron scandal emails
  Reasoning over Enron scandal emails

• Search in Dominique Strauss-Kahn scandal with the semantic support\\

Search in Dominique Strauss-Kahn scandal with the semantic support
Searching over news from Dominique Strauss-Kahn scandal

• Search in BBC news with the semantic support\\

• Search in Linkedin jobs with the semantic support
  Search in Linkedin jobs and CVs with the semantic support\\

• Search in Linkedin jobs with the semantic support\\

Shopping cart item predictor for gas stations

• Infamous Gorila files scandal
  Searching and reasoning over Gorila files

Search and reasoning over BBC news

• Search in Linkedin Jobs with the semantic support
  Comparing CVs and jobs description to support employers and employees to find suitable jobs

Lemmatizer and morphology annotator for Slovak language

Shopping cart item predictor for Gas stations

• Search in BBC news with the semantic support
  Search and reasoning application over BBC news

• Lemmatizer and morphology for Slovak language
  * Shopping cart item prediction
  * Search in BBC news with the semantic support\\

Tools we currently not continue to develop.

• gSemSearch\\

• gSemSearch
  Graph based Semantic Search is used for entity relation discovery in unstructured text. It is based on Email Social Network Search

Software and Tools

SOFTWARE

SOFTWARE

SOFTWARE

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

http://ikt.ui.sav.sk/image/architecture-hadoop.png

Hadoop scalable information processing with plug-ins for parsing and information extraction http://ikt.ui.sav.sk/image/architecture-hadoop.png

Tools chain for scalable information processing

Picture here

• SGDB
  Simple Graph Database optimised for fast graph traversing

Tools chained in NAZOU project

Tools we currently not continue to develop

New Tools chain

Tools we currently not continue to develop

New Tools chain

Tools chained in NAZOU project

• RIDAR\\

WebCrawler downloads recursively web pages. Only relevant documents are downloaded estimating relevance using ERID.

Pattern based annotation platform. Originally started within NAZOU project as Ontology based Text Annotation using Regular Expression Patterns

''Tools we currently not continue to develop

''New Tools chain

Picture here

''Tools chained in NAZOU project

• Email Social Network Search\\

• WEBCRAWLER\\

• Email Social Network Search

Email Social Network Search explores new approach for searching email archives as knowledge repository

• Ontea
  Pattern based annotation platform. Originally started within NAZOU project as Ontology based Text Annotation using Regular Expression Patterns

Tools we currently not continue to develop

• RDB2Onto
  Tool for Relational Data to Ontology Individuals Mapping
• 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
• RIDAR
  Relevant Internet Data Resource Identification
• SETH
  SETH is a software effort to deeply integrate Python with Web Ontology Language (OWL-DL dialect)
• WEBCRAWLER]
  WebCrawler downloads recursively web pages. Only relevant documents are downloaded estimating relevance using [[http://nazou.fiit.stuba.sk/home/?page=erid-gatial | ERID.
• wsrf2owl-s
  WSRF2OWL-S generates the semantic descriptions of the web and grid services.

New Tools chain

Tools chained in NAZOU project Tools developed in NAZOU project chained in architecture. We continue developing some of the tools but architecture was chainged for Nutch and Hadoop platform.

http://ikt.ui.sav.sk/image/sav-retazec-dataview-small.png