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Some problems on graph databases
Труды Института системного программирования РАН, 2018 Graph databases appear to be the most popular and relevant among non-relational databases. Its popularity is caused by its relatively easy implementation in the problems in which data have big numbers of relations such as protein-protein interaction and ...
R. I. Guralnik
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Performance introspection of graph databases [PDF]
Proceedings of the 6th International Systems and Storage Conference on - SYSTOR '13, 2013 The explosion of graph data in social and biological networks, recommendation systems, provenance databases, etc. makes graph storage and processing of paramount importance. We present a performance introspection framework for graph databases, PIG, which provides both a toolset and methodology for understanding graph database performance.
Macko, Peter +2 more
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Two for one: Querying property graph databases using SPARQL via gremlinator
, 2022 Art.12In the past decade Knowledge graphs have become very popular and frequently rely on the Resource Description Framework (RDF) or Property Graphs (PG) as their data models.
Thakkar, Harsh +3 more
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Informatika, 2020 One of the key problems in developing and integrating expert systems for medical research is the problem of data aggregation. Most of the times, general information about the patient and data about undergone research procedures exist as part of several ...
A. V. Kurachkin, V. S. Sadau
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Outlier Recognition via Linguistic Aggregation of Graph Databases
Applied Sciences, 2021 Datasets frequently contain uncertain data that, if not interpreted with care, may affect information analysis negatively. Such rare, strange, or imperfect data, here called “outliers” or “exceptions” can be ignored in further processing or, on the other
Adam Niewiadomski +2 more
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Updating graph databases with Cypher [PDF]
Proceedings of the VLDB Endowment, 2019 The paper describes the present and the future of graph updates in Cypher, the language of the Neo4j property graph database and several other products. Update features include those with clear analogs in relational databases, as well as those that do not correspond to any relational operators.
Alastair Green +8 more
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Towards a Semantics-Based Recommendation System for Cultural Heritage Collections
Applied Sciences, 2023 While the use of semantic technologies is now commonplace in the cultural heritage sector and several semantically annotated cultural heritage datasets are publicly available, there are few examples of cultural portals that exploit these datasets and ...
Jiayu Li, Antonis Bikakis
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Suitability of Graph Database Technology for the Analysis of Spatio-Temporal Data
Future Internet, 2020 Every day large quantities of spatio-temporal data are captured, whether by Web-based companies for social data mining or by other industries for a variety of applications ranging from disaster relief to marine data analysis.
Sedick Baker Effendi +2 more
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An approach for system analysis with model-based systems engineering and graph data engineering
Data-Centric Engineering, 2022 Model-based systems engineering (MBSE) aims at creating a model of a system under development, covering the complete system with a level of detail that allows to define and understand its behavior and enables to define any interface and work package ...
Florian Schummer, Maximillian Hyba
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Incremental View Maintenance for Deductive Graph Databases Using Generalized Discrimination Networks [PDF]
Electronic Proceedings in Theoretical Computer Science, 2016 Nowadays, graph databases are employed when relationships between entities are in the scope of database queries to avoid performance-critical join operations of relational databases.
Thomas Beyhl, Holger Giese
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