Andreea Iana

According to our database, Andreea Iana authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A survey on knowledge-aware news recommender systems.

Andreea Iana, Mehwish Alam, Heiko Paulheim

Semantic Web, 2024

Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders.

Andreea Iana, Goran Glavas, Heiko Paulheim

CoRR, 2024

News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation.

Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim

CoRR, 2024

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation.

Andreea Iana, Goran Glavas, Heiko Paulheim

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MIND Your Language: A Multilingual Dataset for Cross-Lingual News Recommendation (Extended Abstract).

Andreea Iana, Goran Glavas, Heiko Paulheim

Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation.

Andreea Iana, Goran Glavas, Heiko Paulheim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Semantic Web Machine Learning Systems: An Analysis of System Patterns.

Laura Waltersdorfer, Anna Breit, Fajar J. Ekaputra, Marta Sabou, Andreas Ekelhart, Andreea Iana, Heiko Paulheim, Jan Portisch, Artem Revenko, Annette ten Teije, Frank van Harmelen

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Combining Machine Learning and Semantic Web: A Systematic Mapping Study.

Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Marta Sabou, Andreas Ekelhart, Andreea Iana, Heiko Paulheim, Jan Portisch, Artem Revenko, Annette ten Teije, Frank van Harmelen

ACM Comput. Surv., 2023

Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives.

Andreea Iana, Goran Glavas, Heiko Paulheim

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

NeMig - A Bilingual News Collection and Knowledge Graph about Migration.

Andreea Iana, Mehwish Alam, Alexander Grote, Nevena Nikolajevic, Katharina Ludwig, Philipp Müller, Christof Weinhardt, Heiko Paulheim

Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023), 2023

NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation.

Andreea Iana, Goran Glavas, Heiko Paulheim

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection.

Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, Heiko Paulheim

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021

GraphConfRec: A Graph Neural Network-Based Conference Recommender System.

Andreea Iana, Heiko Paulheim

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

2020

More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings.

Andreea Iana, Heiko Paulheim

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019

Building a Conference Recommender System Based on SciGraph and WikiCFP.

Andreea Iana, Steffen Jung, Philipp Naeser, Aliaksandr Birukou, Sven Hertling, Heiko Paulheim

Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019