Michael Cochez
Michael Cochez has 2 papers in our library, in 2020, most of them on Knowledge graphs & ontologies; often with Aidan Hogan, Axel-Cyrille Ngonga Ngomo, Claudio Gutierrez.
OpenAlex · ORCID · Wikidata · h-index 24 · 201 works · 4,144 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 142 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #1601
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Knowledge graphs & ontologies · 2 works
💡 Concepts 2Key ideas and methods explained on our concept pages.Knowledge graph · 1 workNatural language processing · 1 work
Works by year
2020s
Papers
- Knowledge Graphs (2020 · 2,014 citations)
This tutorial-style survey gives newcomers a broad, unified introduction to knowledge graphs. Industry interest has grown since Google's 2012 announcement, but the field lacked one overview linking the techniques to classic data management. The authors take an inclusive view: a knowledge graph is a graph of data that… - Complex Query Answering with Neural Link Predictors (2020 · 61 citations)
The paper addresses answering complex logical queries over incomplete knowledge graphs (KGs). Such queries combine conjunction, disjunction and the existential quantifier, and some of the required links may be missing from the graph. Earlier methods, such as GQE and Query2Box, encoded the whole query as a vector.…
All works
- Knowledge GraphsACM Computing SurveysAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,014 citations
- Complex Query Answering with Neural Link PredictorsarXiv:2011.03459Erik Arakelyan, Daniel Daza, Pasquale Minervini, et al.2020 · 61 citations
- Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases ↗arXiv:2303.14617 · no summary yetHongyu Ren et al.2023 · 17 citations
Co-authors here
- Aidan Hogan
- Axel-Cyrille Ngonga Ngomo
- Claudio Gutierrez
- Erik Arakelyan
- Gerard de Melo
- Pasquale Minervini
- Roberto Navigli
- Sabrina Kirrane
- Sebastian Neumaier
Venues
Cited by
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