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ORCIDDL4KGS@ESWC 2018: Heraklion, Crete, Greece
- Michael Cochez, Thierry Declerck, Gerard de Melo, Luis Espinosa Anke, Besnik Fetahu, Dagmar Gromann, Mayank Kejriwal, Maria Koutraki, Freddy Lécué, Enrico Palumbo, Harald Sack:
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018. CEUR Workshop Proceedings 2106, CEUR-WS.org 2018
Session 2
- Guangyuan Piao, John G. Breslin:
A Study of the Similarities of Entity Embeddings Learned from Different Aspects of a Knowledge Base for Item Recommendations. 2-13 - Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro:
An Empirical Comparison of Knowledge Graph Embeddings for Item Recommendation. 14-20 - Andrés García-Silva, José Manuél Gómez-Pérez:
Not Just About Size - A Study on the Role of Distributed Word Representations in the Analysis of Scientific Publications. 21-32
Session 3
- Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios:
Time-Aware and Corpus-Specific Entity Relatedness. 33-39 - Matthias Jurisch, Bodo Igler:
RDF2Vec-based Classification of Ontology Alignment Changes. 40-45 - Russa Biswas, Rima Türker, Farshad Bakhshandegan Moghaddam, Maria Koutraki, Harald Sack:
Wikipedia Infobox Type Prediction Using Embeddings. 46-55
Session 4
- Finn Årup Nielsen, Lars Kai Hansen
:
Inferring Visual Semantic Similarity with Deep Learning and Wikidata: Introducing imagesim-353*. 56-61 - Asan Agibetov, Matthias Samwald:
Fast and Scalable Learning of Neuro-Symbolic Representations of Biomedical Knowledge. 62-71 - Federico Bianchi, Mauricio Soto, Matteo Palmonari, Vincenzo Cutrona:
Type Vector Representations from Text: An Empirical Analysis. 72-83
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