Abstract | ||
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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 |
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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 |
Name | Order | Citations | PageRank |
---|---|---|---|
Inés Sittón | 1 | 0 | 0.34 |
Ricardo S. Alonso | 2 | 268 | 22.76 |
Elena Hernández Nieves | 3 | 0 | 0.34 |
Sara Rodríguez-González | 4 | 27 | 4.59 |
Alberto Rivas | 5 | 0 | 0.34 |