Specification and derivation of key performance indicators for business analytics: A semantic approach

作者：

Highlights：

• Novel approach for conceptualizing and specifying Key Performance Indicators.

• Transforms strategic models into analytic tools to aid in decision making.

• Enables the user to analyze data subspaces from a strategic point of view.

• Based on the Semantics for Business Vocabulary and Rules specification.

• Implemented to support the whole process from definition to data extraction.

摘要

Highlights•Novel approach for conceptualizing and specifying Key Performance Indicators.•Transforms strategic models into analytic tools to aid in decision making.•Enables the user to analyze data subspaces from a strategic point of view.•Based on the Semantics for Business Vocabulary and Rules specification.•Implemented to support the whole process from definition to data extraction.

论文关键词：Business intelligence,Conceptual data warehouse models,Key performance indicators,Strategic models,Business analytics

论文评审过程：Received 20 November 2015, Revised 5 December 2016, Accepted 15 December 2016, Available online 14 January 2017, Version of Record 2 April 2017.

论文官网地址：https://doi.org/10.1016/j.datak.2016.12.004