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Knowledge Graphs [PDF]

open access: yesACM Computing Surveys, 2021
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.
Aidan Hogan   +17 more
  +24 more sources

Transactions on Graph Data and Knowledge [PDF]

open access: yesTransactions on Graph Data and Knowledge, 2023
Transactions on Graph Data and Knowledge (TGDK) is a new journal publishing peer-reviewed research on graph-based abstractions for data and knowledge, as well as the techniques, theories, applications and results that arise in this setting.
Hogan, Aidan   +3 more
doaj   +1 more source

A preservice middle school mathematics teacher’s knowledge of student thinking about line graphs [PDF]

open access: yesJournal of Pedagogical Research, 2022
Interpreting statistical graphs and making inferences based on the graphs are a precursor for formal statistical inferences. To support student inferences, both teachers and future teachers should have adequate knowledge regarding students’ thinking on ...
Aytug Ozaltun Celik
doaj   +1 more source

From Books to Knowledge Graphs [PDF]

open access: yesJournal of Data Mining and Digital Humanities, 2023
The digital transformation of the scientific publishing industry has led to dramatic improvements in content discoverability and information analytics. Unfortunately, these improvements have not been uniform across research areas.
Natallia Kokash   +3 more
doaj   +1 more source

Efficient semantic summary graphs for querying large knowledge graphs

open access: yesInternational Journal of Information Management Data Insights, 2022
Knowledge Graphs (KGs) integrate heterogeneous data, but one challenge is the development of efficient tools for allowing end users to extract useful insights from these sources of knowledge. In such a context, reducing the size of a Resource Description
Emetis Niazmand   +3 more
doaj   +1 more source

How Does Knowledge Evolve in Open Knowledge Graphs? [PDF]

open access: yesTransactions on Graph Data and Knowledge, 2023
Openly available, collaboratively edited Knowledge Graphs (KGs) are key platforms for the collective management of evolving knowledge. The present work aims t o provide an analysis of the obstacles related to investigating and processing specifically ...
Polleres, Axel   +13 more
doaj   +1 more source

Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation

open access: yesISPRS International Journal of Geo-Information, 2021
This paper introduces a prospective study of the potential of spatio-temporal graphs (ST-graphs) and knowledge graphs (K-graphs) for the modelling of geographical phenomena.
Géraldine Del Mondo   +4 more
doaj   +1 more source

An Overview of Knowledge Graph Reasoning: Key Technologies and Applications

open access: yesJournal of Sensor and Actuator Networks, 2022
In recent years, with the rapid development of Internet technology and applications, the scale of Internet data has exploded, which contains a significant amount of valuable knowledge.
Yonghong Chen   +6 more
doaj   +1 more source

Autonomy in the Age of Knowledge Graphs: Vision and Challenges [PDF]

open access: yesTransactions on Graph Data and Knowledge, 2023
In this position paper, we propose that Knowledge Graphs (KGs) are one of the prime approaches to support the programming of autonomous software systems at the knowledge level.
Calbimonte, Jean-Paul   +6 more
doaj   +1 more source

Molecular cartooning with knowledge graphs

open access: yesFrontiers in Bioinformatics, 2022
Molecular “cartoons,” such as pathway diagrams, provide a visual summary of biomedical research results and hypotheses. Their ubiquitous appearance within the literature indicates their universal application in mechanistic communication.
Brook E. Santangelo   +3 more
doaj   +1 more source

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