- Karol Rástočný, Mária Bieliková: Human and Machine Metadata over the Web Content Maintenance. ICWE Doctoral Consortium 2012
- Jakub Šimko, Mária Bieliková: Personal Image Tagging: a Game-based Approach. I-Semantics 2012
- Peter Dulačka, Jakub Šimko, Mária Bieliková: Validation of Music Metadata via Game with a Purpose. I-Semantics 2012
- Dušan Zeleník, Mária Bieliková: Reducing the Sparsity of Contextual Information for Recommender Systems. RecSys 2012 Doctoral Symposium
- Tomáš Kramár, Mária Bieliková: Dynamically Selecting an Appropriate Context Type for Personalisation. RecSys 2012 Doctoral Symposium
- Róbert Móro, Mária Bieliková: Personalized Text Summarization Based on Important Terms Identification. TIR 2012
- Mária Bieliková, Karol Rástočný: Lightweight Semantics over Web Information Systems Content Employing Knowledge Tags. WISM 2012