Work

Mapping the Conceptual Relationship among Data Analysis, Knowledge Generation and Decision-making in Industrial Processes

Year: 2017

Type: article

Abstract: In accordance with Industry 4.0, data should be used for process and/or system integration, including the decision-making process. In this context, this paper aims to relate the process of decision-making with process mining through concept maps, assisting the areas of Data Engineering and Analytics. To do so, some Multiple-Criteria Decision-Making/Analysis (MCDM/A) methods will be addressed in order to conceptually highlight the relationship between knowledge and decision dimensions. As a result, the definitions about these fields of study allow perceiving an information and knowledge conciliation approach promoted by the integrated view of process mining and MCDM/A methods.

Source: Procedia Manufacturing

DOI: 10.1016/j.promfg.2017.07.305

Authors: Cleiton Ferreira dos Santos, Flávio Piechnicki, Eduardo de Freitas Rocha Loures, Eduardo Alves Portela Santos

Institution: Pontifícia Universidade Católica do Paraná

Language: English

Topic: Business Process Modeling and Analysis

Subfield: Management Information Systems

Field: Business, Management and Accounting

Domain: Social Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W2755097194

FWCI: 1.657

Cites: 33

Cited by: 10

Related to: 10