Title
Neuro-Symbolic Hybrid Systems for Industry 4.0: A Systematic Mapping Study.
Abstract
Neuro-symbolic hybrid systems (NSHS) have been used in several research areas to obtain powerful intelligent systems. A systematic mapping study was conducted, searching studies published from January 2011 to May 2018 in three author databases defining four research questions and three search strings. With the results a literature review was made to generate a map with main trends and contributions about the use of NSHS in Industry 4.0. An evaluation rubric based on the work of Petersen et al. (2015) was applied too. In a first exploratory search 544 papers was found, but only 330 had relation with research theme. After this first classification a second filter was applied to identify repeated articles or which had not relevance for solve the research questions, obtaining 118. Finally, 50 primary studies was selected. This paper is a guide aimed at researching and obtaining evidence on the shortage of publications and contributions about the use of neuro symbolic hybrid systems applied in Industry 4.0 environment.
Year
DOI
Venue
2019
10.1007/978-3-030-21451-7_39
Communications in Computer and Information Science
Keywords
DocType
Volume
euro-symbolic hybrid system (NSHS),Industry 4.0,Artificial intelligence,Systematic mapping study
Conference
1027
ISSN
Citations 
PageRank 
1865-0929
0
0.34
References 
Authors
0
5