Semantic Web / Linked Data Awareness Some Big Data systems, arguably all, should A knowledge engineering Adds to Level 1: Use of RDC or Adds direct links to map their elements to the semantic web using framework, typically manually OWL to represent SnP and and upper ontologies canonical structures such as ontologies. The maintained through tagging or related components. Allows for so that reasoning, for instance, semantic web supports artificial intelligence concept trees, is provided to allow automated reasoners and other about which test scenarios test through inductive reasoning as well as machine for recognition of SnP components. AI tools to be employed to which sorts of aspects of the learning. Big Data architects and users should May or may not be implemented manage knowledge about SnP SnP design, can be consider safety aspects of these technologies using semantic web standards; could issues in the Big Data system. automatically interrogated and be COTS or open source but scheduled. idiosyncratic Selected References Y. Pandey and S. Bansal, "Safety check: A semantic web application for emergency management," in Proceedings of The International Workshop on Semantic Big Data, ser. SBD '17. New York, NY, USA: ACM, 2017. [Online]. Available: http://doi.acm.org/10.1145/3066911.3066917
Semantic Web / Linked Data Awareness Some Big Data systems, arguably all, should map their elements to the semantic web using canonical structures such as ontologies. The semantic web supports artificial intelligence through inductive reasoning as well as machine learning. Big Data architects and users should consider safety aspects of these technologies A knowledge engineering framework, typically manually maintained through tagging or concept trees, is provided to allow for recognition of SnP components. May or may not be implemented using semantic web standards; could be COTS or open source but idiosyncratic Adds to Level 1: Use of RDC or OWL to represent SnP and related components. Allows for automated reasoners and other AI tools to be employed to manage knowledge about SnP issues in the Big Data system. Adds direct links to and upper ontologies so that reasoning, for instance, about which test scenarios test which sorts of aspects of the SnP design, can be automatically interrogated and scheduled. Selected References Y. Pandey and S. Bansal, "Safety check: A semantic web application for emergency management," in Proceedings of The International Workshop on Semantic Big Data, ser. SBD '17. New York, NY, USA: ACM, 2017. [Online]. Available: http://doi.acm.org/10.1145/3066911.3066917