2020

Troncy, Raphaël Letter of support and confirmation of PhD degree for Enrico Palumbo

Palumbo, Enrico. Knowledge Graph Embeddings for Recommender Systems (PhD thesis dissertation)

Palumbo, Enrico. Knowledge Graph Embeddings for Recommender Systems (PhD thesis dissertation - main contributions - 5 pages)

2020

Palumbo, Enrico, et al. entity2rec: Property-specific knowledge graph embeddings for item recommendation." Expert Systems with Applications (2020): 113235.

2019

Palumbo, Enrico, et al. "Tinderbook: Fall in Love with Culture." European Semantic Web Conference. Springer, Cham, 2019.

Monti, Diego, et al. Sequeval: An offline evaluation framework for sequence-based recommender systems." Information 10.5 (2019): 174.

2018

Monti, Diego, et al. "Semantic Trails of City Explorations: How Do We Live a City." arXiv preprint arXiv:1812.04367 (2018).

Monti, Diego, et al. An ensemble approach of recurrent neural networks using pre-trained embeddings for playlist completion." Proceedings of the ACM Recommender Systems Challenge 2018. 2018. 1-6.

Giammusso Sara, Guerriero Mario, Lisena Pasquale, Palumbo Enrico & Troncy Raphaël. Predicting The Emotion of Playlists Using Track Lyrics. In 19th International Society for Music Information Retrieval Conference (ISMIR), Late-Breaking Demo Track, Paris, France, September 23-27, 2018.

Monti D., Palumbo E., Rizzo G., Lisena P., Troncy R., Fell M., Cabrio E., Morisio M. An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion RecSys Challenge, Vancouver, 2018

Carducci G., Rizzo G., Monti D., Palumbo E., Morisio M. TwitPersonality: Computing Personality Traits from Tweets Using Word Embeddings and Supervised Learning. Information. 2018 May 18;9(5):127.

Palumbo E., Rizzo G., Troncy R., Baralis E., Osella M., Ferro E. Translational Models for Item Recommendation, ESWC2018, Heraklion, Greece, 2018

Palumbo E., Rizzo G., Troncy R., Baralis E., Osella M., Ferro E. Knowledge Graph Embeddings with node2vec for Item Recommendation, Poster & Demo sessions, ESWC2018, Heraklion, Greece, 2018 (best poster paper award)

Palumbo E., Rizzo G., Troncy R., Baralis E., Osella M., Ferro E. An Empirical Comparison of Knowledge Graph Embeddings for Item Recommendation , Deep Learning for Knowledge Graphs and Semantics Workshop at ESWC2018, Heraklion, Greece, 2018

Palumbo E., Rizzo G., Troncy R. STEM: Stacked Threshold-based Entity Matching for Knowledge Base Generation , Semantic Web Journal, Special Issue on Machine Learning for Knowledge Base Generation, 2018

2017

Palumbo E., Rizzo G., Troncy R., Baralis E. Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks , RecTour Workshop at RecSys2017, Como, Italy, 2017

Palumbo E., Rizzo G., Troncy R. entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation. In 11th ACM Conference on Recommender Systems (RecSys) , Como, Italy, 2017

Troncy, Raphaël, et al. 3cixty: Building Comprehensive Knowledge Bases For City Exploration." Journal of Web Semantics (2017).

Palumbo E., Sygkounas E., Troncy R., Rizzo G. (2017) SentiME++ at SemEval-2017 Task 4A: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification. In International Workshop on Semantic Evaluation (SemEval), Vancouver, Canada

2016

Palumbo, Enrico, Giuseppe Rizzo, and Raphael Troncy. "An Ensemble Approach to Financial Entity Matching for the FEIII 2016 Challenge." Proceedings of the Second International Workshop on Data Science for Macro-Modeling (DSMM'16). No. 14. ACM, 2016.

2015

Palumbo, Enrico, and Walter Allasia. "Semantic Similarity Between Images: A Novel Approach Based on a Complex Network of Free Word Associations." International Conference on Similarity Search and Applications. Springer, Cham, 2015.

Allasia, Walter, and Enrico Palumbo. "A complex network model of semantic memory impairments." Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on. IEEE, 2015.