Scientific publications

Journal articles

Vlachou, A., Doulkeridis, C., Rocha-Junior, J. B., Nørvåg, K. On Decisive Skyline Queries. Lecture Notes in Computer Science book series (LNCS,volume 13428). (2022)
Doan, T. M., Gulla, J. A. (2022). A Survey on Political Viewpoints Identification. Online Social Networks and Media.
Gulla, J. A., Svendsen, R. D., Zhang, l., Stenbom, A. & Frøland, J. H. (2021). Recommending News in Traditional Media Companies. AI Magazine
Barlaug, N. and J. A. Gulla (2021). Neural Networks for Entity Matching: A Survey. ACM Transactions on Knowledge Discovery from Data (TKDD) 15(3): 1-37.
Liu, P., et al. (2021). Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems (TOIS) 39(2): 1-33.
Tiwari, S., Ramampiaro, H., & Langseth, H. (2021). Machine Learning in Financial Market Surveillance: A Survey. IEEE Access.

Liu, P., Marco, C., Gulla, J. A. (2022). Building Sentiment Lexicons for Mainland Scandinavian Language Using Machine Translation and Sentence Embedding. Proceedings of the13th Conference on Language Resources and Evaluation (LREC 2022) (pp. 2816-2825).
Doan, T. M., Kille, B., & Gulla, J. A. (2022). Using Language Models for Classifying the Party Affiliation of Political Texts. In International Conference on Applications of Natural Language to Information Systems (pp. 382-393). Springer, Cham.
Flogard, E. L., Mengshoel, O. J., & Bach, K. (2021, September). Bayesian feature construction for case-based reasoning: Generating good checklists. In International Conference on Case-Based Reasoning (pp. 94-109). Springer, Cham.
Özgöbek, Ö., Lommatzsch, A., Kille, B., Liu, P., Pu, Z., & Gulla, J. A. (2021, September). 9th International Workshop on News Recommendation and Analytics. In Fifteenth ACM Conference on Recommender Systems (pp. 772-774).
Xing, Y., et al. (2020). An Educational News Dataset for Recommender Systems. Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Springer.
Barlaug, N. (2020). Tailoring Entity Matching for Industrial Settings. Proceedings of the 29th ACM International Conference on Information & Knowledge Management.