10.5281/zenodo.1481809
https://zenodo.org/records/1481809
oai:zenodo.org:1481809
Yankova, Milena
Milena
Yankova
ONTOTEXT
SImeonov, Boyan
Boyan
SImeonov
ONTOTEXT
Kiryakov, Atanas
Atanas
Kiryakov
ONTOTEXT
Alexiev, Vladimir
Vladimir
Alexiev
0000-0001-7508-7428
ONTOTEXT
BigDataGrapes D4.2 - Methods and Tools for Distributed Inference
Zenodo
2018
data security; access rights; data inference
2018-09-28
eng
Project deliverable
10.5281/zenodo.1481808
https://zenodo.org/communities/bigdatagrapes
https://zenodo.org/communities/eu
1.0 | Final
Creative Commons Attribution Non Commercial 4.0 International
The objective of this deliverable is to develop inference methods that support efficient information selection from heterogeneous data pools. There are many challenges in data reasoning and inference based on distributed data. The first one is addressing data security and access rights to both original data and inferred information. The second challenge is how the actual inference over distributed sources can be performed and implemented. We address the main principles applied to data inference and different types of inference – rule-based, query-based, model-based and fuzzy inference – and their application in BigDataGrapes project. The Final section is dedicated to state of the art with a standard theoretical approach to inference from descriptive logic standpoint, as well as related work in implementing those approaches.
European Commission
10.13039/501100000780
780751
Big Data to Enable Global Disruption of the Grapevine-powered Industries