Ontologies and Information Visualization for Strategic Alliances Monitoring and Benchmarking
Barbara Livieri, Mario A. Bochicchio, Antonella Longo
2014
Abstract
Cooperation among firms is universally seen as a catalyst of competitive advantages. However, 50% of alliances fails. This is often due to the lack of tools and methods to quantitatively track the effects of Strategic Alliances (SAs) on firms, to the inherent complexity of a comprehensive analysis of SAa and to the difficulty to link strategic alliances goals with Key Performance Indicators (KPIs). Nonetheless, performance management and performance measurement have a key role in the assessment of the achievement of alliances’ goals and of the impact of SAs on firms. In this context, the aim of this paper is to discuss how advanced information processing techniques (e.g. ontologies, taxonomies and information visualization) can be used for SAs monitoring and benchmarking. In particular, we propose an ontology for KPIs, rendered through data visualization tools, and a taxonomy for SAs. This allowed us to develop an interpretative framework able to support both SAs and firm managers to understand how to monitor their alliance and which KPIs to use. Finally, we discuss the pertinence and the coherency of the approach referring to the literature.
References
- Agndal, H. & Nilsson, U., 2008. Supply chain decisionmaking supported by an open books policy. International Journal of Production Economics, 116(1), pp.154-167.
- Bertolazzi, P., Krusich, C. & Missikoff, M., 2001. An approach to the definition of a core enterprise ontology: CEO. In OES-SEO 2001, International Workshop on Open Enterprise Solutions: Systems, Experiences, and Organizations. Citeseer, pp. 14-15.
- Bititci, U.S. et al., 2004. Creating and managing value in collaborative networks. International Journal of Physical Distribution & Logistics Management, 34(3/4), pp.251-268.
- Caglio, A. & Ditillo, A., 2008. A review and discussion of management control in inter-firm relationships: Achievements and future directions, Elsevier Ltd.
- Caglio, A. & Ditillo, A., 2012a. Interdependence and accounting information exchanges in inter-firm relationships. Journal of Management & Governance, 16(1), pp.57-80.
- Caglio, A. & Ditillo, A., 2012b. Opening the black box of management accounting information exchanges in buyer-supplier relationships. Management Accounting Research, 23(2), pp.61-78.
- Caputo, F., Livieri, B. & Venturelli, A., 2013. Intangibles and Value Creation in Network Agreements: Analysis of Italian firms. In Second “Management Control Journal” Workshop: Controlling and Reporting for Intangibles.
- Comuzzi, M., Vanderfeesten, I. & Wang, T., 2013. Optimized cross-organizational business process monitoring: Design and enactment. Information Sciences, 244, pp.107-118.
- Comuzzi, M., Vonk, J. & Grefen, P., 2012. Measures and mechanisms for process monitoring in evolving business networks. Data & Knowledge Engineering, 71(1), pp.1-28.
- Cui, W. et al., 2010. Context preserving dynamic word cloud visualization. In Pacific Visualization Symposium (PacificVis), 2010 IEEE. IEEE, pp. 121-128.
- Das, T.K. & Teng, B.-S., 2000. A Resource-Based Theory of Strategic Alliances. Journal of Management, 26(1), pp.31-61.
- Dietz, J., 2006. Enterprise Ontology: Theory and Methodology, Springer.
- Dyer, J.H., Kale, P. & Singh, H., 2001. Strategic Alliances Work. MIT Sloan Management Review, pp.37-43.
- Essa, S.A.G., Dekker, H.C. & Groot, T., 2014. The influence of information and control on trust building in buyer-supplier negotiations. In Management Accounting Section (MAS) Research and Case Conference.
- Fox, M.S. et al., 1995. An Organization Ontology for Enterprise Modelling. In Enabling Technologies: Infrastructure for Collaborative Enterprises, 1995., Proceedings of the Fourth Workshop on. IEEE. pp. 1-25.
- Fox, M.S., Chionglo, J.F. & Fadel, F.G., 1993. A Common-Sense Model of the Enterprise. In Proceedings of the 2nd Industrial Engineering Research Conference.
- Frank, U., 2012. Multi-perspective enterprise modeling: foundational concepts, prospects and future research challenges. Software & Systems Modeling.
- Gruninger, M. & Fox, M.S., 1994. The Design and Evaluation of Ontologies for Enterprise Engineering. In Workshop on Implemented Ontologies, European Workshop on Artificial Intelligence, Amsterdam, The Netherlands. pp. 1-14.
- Hoogervorst, J.A.P., 2009. Enterprise Governance and Enterprise Engineering, Springer.
- Jamshidi, M., 2011. System of Systems Engineering: Innovations for the Twenty-first century, John Wiley & Sons.
- Kajüter, P. & Kulmala, H.I., 2005. Open-book accounting in networks Potential achievements and reasons for failures. Management Accounting Research, 16(2), pp.179-204.
- Kaplan, R. S., Norton, D. P. & Rugelsjoen, B., 2010. Managing Alliances with the Balanced Scorecard. Harvard Business Review, (February 2010), pp.114-121.
- Katifori, A. et al., 2007. Ontology visualization methodsa survey. ACM Computing Surveys (CSUR), 39(4),p.10.
- Kulkarni, V., 2012. Modeling and Enterprises-the past, the present and the future. and Empirical Studies in Software Modelling, p.63.
- Kulmala, H.I., 2002. Open-Book Accounting in networks. LTA, 2, pp.157-178.
- Lankhorst, M., 2013. Enterprise architecture at work: Modelling, communication and analysis, Springer.
- Lavie, D., Haunschild, P.R. & Khanna, P., 2012. Organizational differences, relational mechanisms, and alliance performance. Strategic Management Journal, (September 2009).
- Lee, C.-W., 2007. Strategic alliances influence on small and medium firm performance. Journal of Business Research, 60(7), pp.731-741.
- Lin, Z.J., Yang, H. & Arya, B., 2009. Alliance partners and firm performance: resource complementarity and status association. Strategic Management Journal, 30(September 2003), pp.921-940.
- Mouritsen, J., Hansen, A. & Hansen, C.Ø., 2001. Interorganizational controls and organizational competencies: episodes around target cost management/functional analysis and open book accounting. Management Accounting Research, 12(2), pp.221-244.
- Müller, F., Hypervariate Information Visualization. Trends in Information Visualization, p.31.
- Nielsen, B.B., 2007. Determining international strategic alliance performance: A multidimensional approach. International Business Review, 16(3), pp.337-361.
- Ouchi, W.G., 1979. A conceptual framework for the design of organizational control mechanisms. Management science, 25(9), pp.833-848.
- Pan, Y., Tang, Y. & Gulliver, S.R., 2004. ArtefactOriented Business Process Modelling An Ontological Dependency Approach.
- Pansiri, J., 2008. The effects of characteristics of partners on strategic alliance performance in the SME dominated travel sector. Tourism Management, 29(1), pp.101-115.
- Parmenter, D., 2011. Key Performance Indicators: Developing, Implementing,and Using Winning KPIs, Wiley.
- Parung, J. & Bititci, U.S., 2006. A conceptual metric for managing collaborative networks. Journal of Modelling in Management, 1(2), pp.116-136.
- Romano, P. & Formentini, M., 2012. Designing and implementing open book accounting in buyer-supplier dyads: A framework for supplier selection and motivation. International Journal of Production Economics, 137(1), pp.68-83.
- Simatupang, T. M. & Sridharan, R., 2004. Benchmarking supply chain collaboration: An empirical study. Benchmarking: An International Journal, 11(5), pp.484-503.
- Strecker, S. et al., 2011. MetricM: a modeling method in support of the reflective design and use of performance measurement systems. Information Systems and e-Business Management, 10(2), pp.241-276.
- Uschold, M. et al., 1996. The Enterprise Ontology,
- Windolph, M. & Moeller, K., 2012. Open-book accounting: Reason for failure of inter-firm cooperation? Management Accounting Research, 23(1), pp.47-60.
Paper Citation
in Harvard Style
Livieri B., A. Bochicchio M. and Longo A. (2014). Ontologies and Information Visualization for Strategic Alliances Monitoring and Benchmarking . In Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 3: ICEIS, ISBN 978-989-758-029-1, pages 402-409. DOI: 10.5220/0004896504020409
in Bibtex Style
@conference{iceis14,
author={Barbara Livieri and Mario A. Bochicchio and Antonella Longo},
title={Ontologies and Information Visualization for Strategic Alliances Monitoring and Benchmarking},
booktitle={Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 3: ICEIS,},
year={2014},
pages={402-409},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004896504020409},
isbn={978-989-758-029-1},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 3: ICEIS,
TI - Ontologies and Information Visualization for Strategic Alliances Monitoring and Benchmarking
SN - 978-989-758-029-1
AU - Livieri B.
AU - A. Bochicchio M.
AU - Longo A.
PY - 2014
SP - 402
EP - 409
DO - 10.5220/0004896504020409