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Abstract
The objective of this paper is to propose a graph model that would be suitable for providing OLAP features on graph databases. The included features allow for a multidimensional and multilevel view on data and support analytical queries on operational and historical graph data. In contrast to many existing approaches tailored for static graphs, the paper addresses the issue for the changing graph schema. The model, named Evolution and OLAP-aware Graph (EvOLAP Graph), has been implemented on a time-based, versioned property graph model implemented in Neo4j graph database.
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Authors (2)
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Gumińska Ewa mgr inż.
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- Accepted or Published Version
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- Copyright (2018 Springer Nature Switzerland AG)
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- Category:
- Conference activity
- Type:
- materiały konferencyjne indeksowane w Web of Science
- Title of issue:
- Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety strony 75 - 89
- Language:
- English
- Publication year:
- 2018
- Bibliographic description:
- Ewa G., Zawadzka T..: EvOLAP Graph – Evolution and OLAP-Aware Graph Data Model, W: Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018, ,.
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-319-99987-6_6
- Verified by:
- Gdańsk University of Technology
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