Dottorato in Ingegneria Informatica E Dei Sistemi , 32o ciclo (2016-2019)
Dottorato concluso nel 2020
Tesi:
Knowledge Graph Embeddings for Recommender Systems (Abstract)
Tutori:
Elena Maria BaralisPubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Palumbo, Enrico (2020)
Knowledge Graph Embeddings for Recommender Systems. relatore: BARALIS, ELENA MARIA; Giuseppe Rizzo, 32. XXXII Ciclo, P.: 225
Doctoral Thesis - Palumbo, Enrico; Monti, Diego; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, Elena (2020)
entity2rec: Property-specific knowledge graph embeddings for item recommendation. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 151, pp. 1-18. ISSN 0957-4174
Contributo su Rivista - Palumbo, E.; Buzio, A.; Gaiardo, A.; Rizzo, G.; Troncy, R.; Baralis, E. (2019)
Tinderbook: Fall in love with culture. In: 16th International Conference, ESWC 2019,, Portorož, Slovenia,, June 2–6, 2019, pp. 590-605. ISBN: 978-3-030-21347-3
Contributo in Atti di Convegno (Proceeding) - Monti, Diego; Palumbo, Enrico; Rizzo, Giuseppe; Morisio, Maurizio (2019)
Sequeval: an offline evaluation framework for sequence-based recommender systems. In: INFORMATION, vol. 10. ISSN 2078-2489
Contributo su Rivista - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, ... (2018)
An empirical comparison of knowledge graph embeddings for item recommendation. In: Extended Semantic Web Conference 2018
Contributo in Atti di Convegno (Proceeding) - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael (2018)
STEM: stacked threshold-based entity matching for knowledge base generation. In: SEMANTIC WEB, vol. 10, pp. 117-137. ISSN 1570-0844
Contributo su Rivista - Monti, DIEGO MICHELE; Palumbo, Enrico; Rizzo, Giuseppe; Morisio, Maurizio (2018)
Sequeval: A framework to assess and benchmark sequence-based recommender systems. In: 12th ACM Conference on Recommender Systems, Vancouver (CA), 2nd-7th October 2018
Contributo in Atti di Convegno (Proceeding) - Caroleo, Brunella Roberta Daniela; Palumbo, Enrico; Osella, Michele; Lotito, Antonio; ... (2018)
A Knowledge-Based Multi-Criteria Decision Support System Encompassing Cascading Effects For Disaster Management. In: INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, vol. 17, pp. 1469-1498. ISSN 0219-6220
Contributo su Rivista - Monti, DIEGO MICHELE; Palumbo, Enrico; Rizzo, Giuseppe; Lisena, Pasquale; Raphaël, ... (2018)
An ensemble approach of recurrent neural networks using pre-trained embeddings for playlist completion. In: 12th ACM Conference on Recommender Systems, Vancouver (CA), October 2, 2018, pp. 131-136. ISBN: 978-1-4503-6586-4
Contributo in Atti di Convegno (Proceeding) - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, ... (2018)
Knowledge Graph Embeddings with node2vec for Item Recommendation. In: Extended Semantic Web Conference 2018, pp. 117-120. ISBN: 978-3-319-98192-5
Contributo in Atti di Convegno (Proceeding) - Palumbo, Enrico; Rizzo, Giuseppe; Raphael, Troncy; Baralis, ELENA MARIA; Osella, ... (2018)
Translational Models for Item Recommendation. In: European Semantic Web Conference 2018, pp. 478-490
Contributo in Atti di Convegno (Proceeding) - Carducci, Giulio; Rizzo, Giuseppe; Monti, Diego; Palumbo, Enrico; Morisio, Maurizio (2018)
TwitPersonality: Computing personality traits from tweets using word embeddings and supervised learning. In: INFORMATION, vol. 9, pp. 127-127. ISSN 2078-2489
Contributo su Rivista - Troncy, Raphaël; Rizzo, Giuseppe; Jameson, Anthony; Corcho, Oscar; Plu, Julien; Palumbo, ... (2017)
3cixty: Building comprehensive knowledge bases for city exploration. In: JOURNAL OF WEB SEMANTICS, vol. 46-47, pp. 2-13. ISSN 1570-8268
Contributo su Rivista - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael (2017)
entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation. In: RecSys '17, pp. 32-36
Contributo in Atti di Convegno (Proceeding) - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, ELENA MARIA (2017)
Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks. In: RecTour@RecSys2017, Como, 27/08/2017
Contributo in Atti di Convegno (Proceeding) - Caroleo, Brunella Roberta Daniela; Pautasso, Elisa; Osella, Michele; Palumbo, Enrico; ... (2017)
Assessing the Impacts of Electric Vehicles Uptake: A System Dynamics Approach. In: COMPSAC 2017, Turin, 4-8 July 2017, pp. 790-795
Contributo in Atti di Convegno (Proceeding) - Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphaël (2016)
An ensemble approach to financial entity matching for the FEIII 2016 challenge. In: 2nd International Workshop on Data Science for Macro-Modeling, DSMM 2016, usa, 2016, pp. 1-2. ISBN: 9781450344074
Contributo in Atti di Convegno (Proceeding)