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Multi-objective Service Similarity Metrics for More Effective Service Engineering Methods (Short Paper)
- Source :
- SOCA
- Publication Year :
- 2015
- Publisher :
- IEEE, 2015.
-
Abstract
- The usage of single-objective similarity functions in engineering tasks of service-oriented software may reduce their effectiveness, since a single similarity value can be misleading. In particular, a single similarity value cannot be clearly interpreted, since it hides the values of its individual objectives. The state-of-the-art approaches, which use service similarity functions, typically rely on single-objective functions. Going in a complementary direction, we propose the usage of multi-objective functions for calculating service similarity. We formally define such a function and we provide emerging results, which show that the effectiveness of service engineering tasks can be improved by using multi-objective functions.
- Subjects :
- Service (systems architecture)
Database
business.industry
Computer science
media_common.quotation_subject
Short paper
Machine learning
computer.software_genre
Software
Similarity (network science)
Service engineering
Data as a service
Artificial intelligence
business
Function (engineering)
computer
Value (mathematics)
media_common
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA)
- Accession number :
- edsair.doi...........fdb5530afd9a780b26966e9cd3952b1e