APVV-22-0414 Modermed

About project

The project focuses on the research of methods of analysis of the conversational content that is accumulated on social media and contains different forms of toxicity. The project will propose approaches to the detection of toxicity of various kinds by processing text data and visual data. The analysis of texts and images will be supplemented by speech processing from recordings and videos,therefore the analysis will be multimodal. As part of the project, new methods of multimodal toxicity detection will be proposed.The project will result in adaptive models that could significantly support the fight against misinformation in the online space and thus contribute to the truth of the web.

Goals

1) research artificial intelligence methods with the aim of finding detection models for multimodal data (text, image and speech)
2) monitor the development of themes and types of antisocial and toxic messages
3) recognize the types of authors of toxic content and the inconsistency of their
typology with presented content
4) investigate of ways to achieve that the studied models are explainable and
interpretable
5) ensure the applicability of the models also for the Slovak language and Slovak conditions.

Repositories

All associated materials are available on the following links:

Participants

Applicant: Technical University of Košice-TUKE

Principal investigator: prof. Ing. Kristína Machová, PhD.

TUKE-KKUI

doc. Ing. František Babič PhD.

docent

Ing.Viliam Balara

doktorand

doc. Ing.Peter Bednár PhD.

docent

doc. Ing.Peter Butka PhD.

docent

Ing.Michal Kolárik

doktorand

Ing.Oliver Lohaj

doktorand

doc.Ing.Marián Mach CSc.

docent

prof.Ing.Kristína Machová PhD.

profesor

prof.Ing.Ján Paralič PhD.

profesor

Ing.Miroslava Pavlusová-Matejová

doktorand

doc.Ing. Martin Sarnovský PhD.

odborný asisent

Ing. Martina Szabóová PhD.

odborný asisent

Ing. Jakub Ivan Vanko

doktorand

TUKE-KEMT

Ing.Maroš Harahus

doktorand

Ing.Daniel Hládek PhD.

doktorand

prof.Ing.Jozef Juhár CSc.

profesor

doc.Ing.Stanislav Ondáš PhD.

docent

doc.Ing.Matúš Pleva PhD.

docent

Ing.Eva Kupcová

doktorand

Ing.Zuzana Sokolová

doktorand

Ing.Ján Staš PhD.

odborný asistent

KInIT-Kempelen Institute of Intelligent Technologies

Ing.Róbert Belanec

doktorand

prof.Ing.Mária Bieliková PhD.

výskumný pracovník - expert

Ing.Róbert Móro PhD.

výskumný pracovník - senior

Ing. Matúš Pikuliak PhD

výskumný pracovník - senior

doc.Ing.Jakub Šimko PhD.

výskumný pracovník - expert

doc.Ing.Marián Šimko PhD.

výskumný pracovník - expert