A Prototype Personalization System for the European Library Portal. - Marialena Kyriakidi; Lefteris Stamatogiannakis; Mei Li Triantafyllidi; Maria Vayanou; Yannis E. Ioannidis (ECDL, 2010)

Profiling Attitudes for Personalized Information Provision - Yannis E. Ioannidis; Maria Vayanou; Thodoris Georgiou; Katerina Iatropoulou; Manos Karvounis; Vivi Katifori; Marialena Kyriakidi; Natalia Manola; Alexandros Mouzakidis; Lefteris Stamatogiannakis; Mei Li Triantafyllidi (IEEE Data Eng. Bull., 2011)

From personalization to adaptivity - Creating immersive visits through interactive digital storytelling at the Acropolis Museum. - Laia Pujol; Akrivi Katifori; Maria Vayanou; Maria Roussou; Manos Karvounis; Marialena Kyriakidi; Stamatia Eleftheratou; Yannis E. Ioannidis (Intelligent Environments (Workshops), 2013)

CHESS: Personalized Storytelling Experiences in Museums. - Akrivi Katifori; Manos Karvounis; Vassilis Kourtis; Marialena Kyriakidi; Maria Roussou; Manolis M. Tsangaris; Maria Vayanou; Yannis E. Ioannidis; Olivier Balet; Thibaut Prados; Jens Keil; Timo Engelke; et al. (ICIDS, 2014)

Authoring Personalized Interactive Museum Stories. - Maria Vayanou; Akrivi Katifori; Manos Karvounis; Vassilis Kourtis; Marialena Kyriakidi; Maria Roussou; Manolis M. Tsangaris; Yannis E. Ioannidis; Olivier Balet; Thibaut Prados; Jens Keil; Timo Engelke; et al. (ICIDS, 2014)

The CHESS Project: Adaptive Personalized Storytelling Experiences in Museums. - Maria Vayanou; Manos Karvounis; Akrivi Katifori; Marialena Kyriakidi; Maria Roussou; Yannis E. Ioannidis (UMAP Workshops, 2014)

Data exploration: a roll call of all user-data interaction functionality. - Anna Gogolou; Marialena Kyriakidi; Yannis E. Ioannidis (ExploreDB@SIGMOD/PODS, 2016)

Capturing the Visitor Profile for a Personalized Mobile Museum Experience: an Indirect Approach. - Angeliki Antoniou; Akrivi Katifori; Maria Roussou; Maria Vayanou; Manolis Karvounis; Marialena Kyriakidi; Laia Pujol-Tost (UMAP (Extended Proceedings), 2016)

On Achieving Diversity in Recommender Systems. - Marialena Kyriakidi; Kostas Stefanidis; Yannis E. Ioannidis (ExploreDB@SIGMOD/PODS, 2017)

Recommendations for Explorations based on Graphs. - Marialena Kyriakidi; Georgia Koutrika; Yannis E. Ioannidis (ExploreDB@SIGMOD/PODS, 2018)

Recommendations as Graph Explorations. - Marialena Kyriakidi; Georgia Koutrika; Yannis E. Ioannidis (RecSys, 2020)

Universality of path algebra for recommendation problems - Marialena Kyriakidi (2021)

FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement. - Liam Hebert; Marialena Kyriakidi; Hubert Pham; Krishna Sayana; James Pine; Sukhdeep S. Sodhi; Ambarish Jash (WWW (Companion Volume), 2025)

REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives. - Kun Su; Krishna Sayana; Hubert Pham; James Pine; Yuri Vasilevski; Raghavendra Vasudeva; Marialena Kyriakidi; Liam Hebert; Ambarish Jash; Anushya Subbiah; Sukhdeep S. Sodhi (CoRR, 2025)