Article in English
For citation: Masloboev A.V., Langhans M. A multi-agent system for management information support of regional innovations.
Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2018, vol. 18, no. 4, pp. 630–638 (in English). doi: 10.17586/2226-1494-2018-18-4-630-638
Abstract
This paper presents development experience of architecture, principles of functioning, software engineering and modeling of multi-agent system for information support of regional business processes. The main purpose of the system is integration of distributed heterogeneous information resources and web-services devoted to innovations in the Internet. The system provides an automated search of potential business partners, an interactive innovation chains construction and selection thae most efficient of them. The necessity of system dynamics modeling methodology using in development of business processes support systems is discussed. Agent-based technologies are examined. Special attention is given to development of virtual business environment conceptual model. Our conceptual model is used as a basis for the system structure, algorithms, functionality and relationships between its main architectural components representation. Specifically, we show how to use the conceptual modeling methodology, system dynamics and multi-agent system technology in developing a multi-agent system for integration of distributed heterogeneous information resources and services devoted to innovations.
Keywords: multi-agent system, information support, management, innovation process, conceptual modeling
Acknowledgements. The work is sponsored by the Federal Agency of Scientific Organizations and the Russian Foundation for Basic Research under grant No. 18-07-00167-a.
References
1. Masloboev A., Putilov V. Information Dimension of Regional Security in the Arctic. Apatity, Kola Science Center Publishing, 2016, 222 p.
2. Vorbach S., Perl E. Software based support for innovation processes. Proceedings of I-KNOW '05. Graz, Austria, 2005, pp. 220–227.
3. OSLO MANUAL. The Measurement of Scientific and Technological Activities: Proposed Guidelines for Collecting and Interpreting Technological Innovation Data. European Commission, Eurostat. Available at: www.oecd.org/dataoecd/35/61/2367580.pdf (accessed 19.05.2018).
4. Milling P.M. Modeling innovation processes for decision support and management simulation. System Dynamics Review, 1996, vol. 12, no. 3, pp. 211–234.
5. Foster G., Kesselman С., Nick J., Tuecke S. Grid services architecture for distributed systems integration. Extensible Systems, 2003, no. 1, pp. 20–26.
6. Smithson A., Moreau L. Engineering an agent-based pееr-tо-peer resource discovery system.
Lecture Notes in Computer Science, 2003, vol. 2530,pp. 69–80. doi:
10.1007/3-540-45074-2_7
7. Hendler J. Agents and the semantic web.
IEEE Intelligent Systems, 2001, vol. 16, no. 2, pp. 30–37. doi:
10.1109/5254.920597
8. Pang G. Implementation of an Agent-Based Business Process.Technical Report, University of Zurich, 2000.
9. Bolcer G.A., Taylor N.R. Advanced workflow management technologies. Software Process Improvement and Practice, 1998, vol. 4, no. 3, pp. 125–171.
10. Jenning N.R., Faratin P., Johnson M.J. et al. Agent-based business process management. International Journal of Cooperative Information Systems, 1996, vol. 5, no. 2-3, pp. 105–130.
11. Jennings N.R., Wooldridge M. Application of intelligent agents. In:
Agent Technology. Springer, 1998, pp. 3–98. doi:
10.1007/978-3-662-03678-5_1
12. Cai Т., Gloor P.A., Nog S. DartFlow: A Workflow Management System on the Web Using Transportable Agents. Technical Report PCS-TR96-186.Dartmouth College, 1996.
13. Chang J.W., Scott C.T. Agent-based workflow: TRP support environment (TSE).
Computer Networks and ISDN Systems, 1996, vol. 28, pp. 1501–1511. doi:
10.1016/0169-7552(96)00068-2
14. Hawryszkiewycz I., Debenham J. A workflow system based on agents.
Proc. 9th Int. Conf. Database and Expert Systems Applications, DEXA'98. Vienna, Austria, 1998, pp. 135–144. doi:
10.1007/BFb0054475
15. Terziyan V., Kononenko O. Semantic web enabled web services: state-of-art and industrial challenges. Lecture Notes in Computer Science, 2003, vol. 2853, pp. 183–197.
McIlraith S.A., Son T.C., Zeng H. Semantic web services.
IEEE Intelligent Systems, 2001, vol. 16, no. 2, pp. 46–53. doi:
10.1109/5254.920599