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Knowledge Graphs
Knowledge Graphs
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- Hogan, Aidan (author)
- Univ Chile, Chile; IMFD, Chile
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- Blomqvist, Eva (author)
- Linköpings universitet,Interaktiva och kognitiva system,Tekniska fakulteten
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- Cochez, Michael (author)
- Vrije Univ Amsterdam, Netherlands; Elsevier, Netherlands
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- DAmato, Claudia (author)
- Univ Bari, Italy
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- de Melo, Gerard (author)
- Rutgers State Univ, NJ USA; HPI, Germany
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- Gutierrez, Claudio (author)
- Univ Chile, Chile; IMFD, Chile
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- Kirrane, Sabrina (author)
- WU Vienna, Austria; Vienna Univ Econ & Business, Austria
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- Labra Gayo, Jose Emilio (author)
- Univ Oviedo, Spain
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- Navigli, Roberto (author)
- Sapienza Univ Rome, Italy
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- Neumaier, Sebastian (author)
- WU Vienna, Austria; FH St Polten, Austria
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- Ngomo, Axel-Cyrille Ngonga (author)
- Paderborn Univ, Germany
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- Polleres, Axel (author)
- WU Vienna, Austria
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- Rashid, Sabbir M. (author)
- Rensselaer Polytech Inst, MA 01603 USA
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- Rula, Anisa (author)
- Univ Milano Bicocca, Italy; Univ Bonn, Germany; Dept Informat Engn, Italy
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- Schmelzeisen, Lukas (author)
- Univ Stuttgart, Germany
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- Sequeda, Juan (author)
- Dataworld, TX 78731 USA
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- Staab, Steffen (author)
- Univ Stuttgart, Germany; Univ Southampton, England
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- Zimmermann, Antoine (author)
- Ecole Mines St Etienne, France
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(creator_code:org_t)
- 2021-07-02
- 2021
- English.
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In: ACM Computing Surveys. - : ASSOC COMPUTING MACHINERY. - 0360-0300 .- 1557-7341. ; 54:4
- Related links:
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https://liu.diva-por... (primary) (Raw object)
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https://dl.acm.org/d...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- In this article, we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data. After some opening remarks, we motivate and contrast various graph-based data models, as well as languages used to query and validate knowledge graphs. We explain how knowledge can be represented and extracted using a combination of deductive and inductive techniques. We conclude with high-level future research directions for knowledge graphs.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Keyword
- Knowledge graphs; graph databases; graph query languages; shapes; ontologies; graph algorithms; embeddings; graph neural networks; rule mining
Publication and Content Type
- ref (subject category)
- art (subject category)
Find in a library
To the university's database
- By the author/editor
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Hogan, Aidan
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Blomqvist, Eva
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Cochez, Michael
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DAmato, Claudia
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de Melo, Gerard
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Gutierrez, Claud ...
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show more...
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Kirrane, Sabrina
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Labra Gayo, Jose ...
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Navigli, Roberto
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Neumaier, Sebast ...
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Ngomo, Axel-Cyri ...
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Polleres, Axel
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Rashid, Sabbir M ...
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Rula, Anisa
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Schmelzeisen, Lu ...
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Sequeda, Juan
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Staab, Steffen
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Zimmermann, Anto ...
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Computer Science ...
- Articles in the publication
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ACM Computing Su ...
- By the university
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Linköping University