Publications

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2026
Roumeliotis KI, Spiliotopoulos D, Tryfonopoulos C, Margaris D, Mpardis G, Vassilakis C.  2026.  A Comparative Study of Qwen and Gemma Large Language Models for Social Media Slang and Emoji Sentiment Analysis for Business Recommender Systems. Proceedings of the 2026 International Conference on Information, Intelligence, Systems and Applications.
Mpardis G, Margaris D, Roumeliotis KI, Vassilakis C, Spiliotopoulos D.  2026.  The enhancement of Passenger Ground Transfer Management by the BPMN modeling and Real-Time Flight Data. Proceedings of the 2026 International Conference on Information, Intelligence, Systems and Applications.
Roumeliotis KI, Margaris D, Spiliotopoulos D, Vassilakis C.  2026.  The Evolution of SEO in the Era of Generative AI: A Business Intelligence Perspective. Electronics. 15:3541.
Roumeliotis KI, Margaris D, Spiliotopoulos D, Vassilakis C.  2026.  Large Language Models as Explainable AI Ensemble Aggregators for Business Review Sentiment Analysis: A Comparative Study with Classical Ensembles. Applied Sciences. 16:6479.
Roumeliotis KI, Margaris D, Spiliotopoulos D, Vassilakis C.  2026.  A Large-Scale Empirical Study of LLM Orchestration and Ensemble Strategies for Sentiment Analysis in Recommender Systems. Future Internet. 18:112.
Singh M, Roumeliotis KI, Vassilakis C, Margaris D, Mpardis G, Spiliotopoulos D.  2026.  A Multimodal Pipeline for Personalized Recommendations from Greek YouTube Content: Integrating Automatic Speech Recognition and Aspect-Based Sentiment Analysis. Proceedings of the 2026 International Conference on Information, Intelligence, Systems and Applications.
Stouraiti V, Mpardis G, Roumeliotis KI, Vassilakis C, Tryfonopoulos C, Spiliotopoulos D.  2026.  Optimizing Collaborative Filtering in Very Sparse Datasets: a Confidence-based Approach. Proceedings of the 2026 International Conference on Information, Intelligence, Systems and Applications.
Nanos J, Margaris D, Mpardis G, Roumeliotis KI, Vassilakis C, Spiliotopoulos D.  2026.  Unveiling Structural Distributional Bias in Collaborative Filtering for Ultra-Sparse Datasets. Proceedings of the 2026 International Conference on Information, Intelligence, Systems and Applications.
2015
Tryfonopoulos C, Raftopoulou P, Setty V, Xiros A.  2015.  Towards Content-Based Publish/Subscribe for Distributed Social Networks. Proceedings of the International Conference on Distributed Event-Based Systems (DEBS).
2014
Tryfonopoulos C, Idreos S, Koubarakis M, Raftopoulou P.  2014.  Distributed Large-Scale Information Filtering. Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS). 13:91–122.
Rompa J., Tryfonopoulos C, Vassilakis C, Lepouras G.  2014.  Mindmap-Inspired Semantic Personal Information Management. Demo at the 17th International Conference on Extending Database Technology, 2014, Athens, Greece.