학술논문

Configuration Approach for Analytical Service Models – Development and Evaluation
Document Type
Conference
Source
2020 IEEE 22nd Conference on Business Informatics (CBI) Business Informatics (CBI), 2020 IEEE 22nd Conference on. 1:260-269 Jun, 2020
Subject
Computing and Processing
Analytical models
Data models
Data privacy
Information analysis
Task analysis
analytical service
service configuration
requirements specification
analytical process
Language
ISSN
2378-1971
Abstract
In data-driven operational processes, analytical applications are increasingly being used to support business users in processing their individual tasks. During development of analytical applications, the extensive content and design coordination between heterogeneous user groups on the one hand and the technical software developers on the other hand is often accompanied by ambiguous and fragmented documentation of user requirements. To support clear and comprehensive requirements documentation, this work describes the development and evaluation of a modeling approach for the user-sided conceptual configuration of planned analytical applications utilizing integrated analytical services and their coupling with process models. This approach addresses the specification of individual analytical use cases as well as of the overall analytical application and considers the desired scope of analytical self-service functions.