A knowledge-based platform for Big Data analytics based on publish/subscribe services and stream processing

作者：

Highlights：

• Knowledge-based solution for automatic schema mapping to manage data heterogeneity.

• Automatic ontology extraction and semantic inference for novel Big Data analytics.

• Integration with publish/subscribe services for large-scale analytics infrastructures.

摘要

•Knowledge-based solution for automatic schema mapping to manage data heterogeneity.•Automatic ontology extraction and semantic inference for novel Big Data analytics.•Integration with publish/subscribe services for large-scale analytics infrastructures.

论文关键词：Publish/subscribe services,Interoperability,Schema matching,Semantic search,Complex event processing,Big Data analytics,Ontologies

论文评审过程：Available online 15 May 2014.

论文官网地址：https://doi.org/10.1016/j.knosys.2014.05.003