Conceptualizing Analytics: Conceptual Modeling and Data Analytics - A Tutorial
Sprache des Vortragstitels:
37th International Conference on Conceptual Modeling (ER 2018)
Sprache des Tagungstitel:
Business intelligence and data analytics projects often involve low-level, ad hoc data wrangling and programming, often resulting in high development effort and low usability of analytics solutions. Conceptual modeling allows us to move data analytics onto a higher level of abstraction, facilitating the implementation and use of analytics solutions. This tutorial gives an overview of conceptual modeling methods along the (big) data analysis pipeline, based on literature and experience from cooperative research projects with industry. The tutorial targets practitioners involved in the planning and implementation of analytics projects as well as researchers interested in the state of the art and open research questions of business intelligence and data analytics.