Performance Modeling for Collaborative Enterprises: Review and Discussion

In the last years, new challenges have arisen for Information Systems (IS) due to the movement towards a society driven by collaboration, whereas Collaborative Enterprises are used as catalysts of competitive advantages. In this context, conceptual modeling can help in the understanding of complex entities and in the development of specific Enterprise IS for intra- and inter-organizational settings. Indeed, the understanding of the domain of analysis is a key-step in the development of IS. In particular, a challenge is posed by the performance management in inter-organizational settings. However, there are still few works that take into account performance related aspects for collaborative enterprises. The aim of this work is to provide a systematic review of literature in order to retrieve, classify, and summarize existing research on performance modeling and to identify areas and opportunities for future research.

[1]  Frank Leymann,et al.  Towards Measuring Key Performance Indicators of Semantic Business Processes , 2008, BIS.

[2]  Ian Horrocks,et al.  Description Logics , 2008, Handbook of Knowledge Representation.

[3]  David P. Norton,et al.  Managing Alliances with the Balanced Scorecard , 2010 .

[4]  Artturi Nurmi,et al.  Towards Semantic Performance Measurement Systems for Supply Chain Management , 2010, OTM Workshops.

[5]  Joerg Evermann,et al.  Ontology based object-oriented domain modelling: fundamental concepts , 2005, Requirements Engineering.

[6]  Guy Doumeingts,et al.  GRAI integrated methodology and its mapping onto generic enterprise reference architecture and methodology , 1997 .

[7]  Tonci Grubic,et al.  Supply chain ontology: Review, analysis and synthesis , 2010, Comput. Ind..

[8]  Umit Bititci,et al.  Performance Measurement: Challenges for Tomorrow , 2012 .

[9]  Martin Törngren,et al.  Tool Integration Beyond Wasserman , 2011, CAiSE 2011.

[10]  Alireza Pourshahid,et al.  Business process management with the user requirements notation , 2009, Electron. Commer. Res..

[11]  Tharam S. Dillon,et al.  On the Move to Meaningful Internet Systems, OTM 2010 , 2010, Lecture Notes in Computer Science.

[12]  Paul W. P. J. Grefen,et al.  Measures and mechanisms for process monitoring in evolving business networks , 2012, Data Knowl. Eng..

[13]  Stefan Strecker,et al.  MetricM: a modeling method in support of the reflective design and use of performance measurement systems , 2012, Inf. Syst. E Bus. Manag..

[14]  Franz Baader Description Logics , 2009, Reasoning Web.

[15]  Manuel Resinas Arias de Reyna,et al.  Defining Process Performance Indicators: an Ontological Approach , 2010 .

[16]  John Mylopoulos,et al.  Conceptualizing and specifying key performance indicators in business strategy models , 2012, CASCON.

[17]  Jan L. G. Dietz,et al.  Enterprise ontology - theory and methodology , 2006 .

[18]  Tok Wang Ling,et al.  Conceptual Modeling - ER 2011, 30th International Conference, ER 2011, Brussels, Belgium, October 31 - November 3, 2011. Proceedings , 2011, ER.

[19]  Ulrich Frank,et al.  Designing and Utilising Business Indicator Systems within Enterprise Models-Outline of a Method , 2008, MobIS.

[20]  Stephen R. Gulliver,et al.  Artefact-oriented Business Process Modelling - An Ontological Dependency Approach , 2013, ICEIS.

[21]  Erich Ortner,et al.  Controlling of Dynamic Enterprises by Indicators - A Foundational Approach , 2010, Business Process Management Workshops.

[22]  Ariela Caglio,et al.  A review and discussion of management control in inter-firm relationships: Achievements and future directions , 2008 .

[23]  Umit Bititci,et al.  Creating and managing value in collaborative networks , 2004 .

[24]  Manuel Resinas,et al.  Defining Process Performance Indicators: An Ontological Approach , 2010, OTM Conferences.

[25]  D. Tranfield,et al.  Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .

[26]  Ernesto Damiani,et al.  KPI Modeling in MDA Perspective , 2010, OTM Workshops.

[27]  Guido Governatori,et al.  Compliance aware business process design , 2008 .

[28]  Tingting Wang,et al.  Optimized cross-organizational business process monitoring: Design and enactment , 2013, Inf. Sci..

[29]  Carlos Pedrinaci,et al.  SENTINEL: a semantic business process monitoring tool , 2008, OBI '08.

[30]  Neeta Kulkarni Chapter-001 AnatomyPast, Present and Future , 2012 .

[31]  Giuseppe Berio,et al.  Enterprise Integration, Interoperability and Networking, Proceedings of the 5th IFAC/IFIP EI2N'2010 workshop, Lecture Notes in Computer Sciences, On the Move to Meaningful Internet Systems: OTM 2010: International Workshops, Hersonissou, Crete, Greece , 2010 .

[32]  Ulrich Frank,et al.  Multi-perspective enterprise modeling: foundational concepts, prospects and future research challenges , 2014, Software & Systems Modeling.

[33]  Guy Doumeingts,et al.  GRAI Grid Decisional Modelling , 1998 .

[34]  Nikolay Mehandjiev,et al.  Future Internet Enterprise Systems (FinES) Cluster.Research Roadmap.Final Report , 2010 .

[35]  Hans Weigand,et al.  Enterprise Monitoring Ontology , 2011, ER.

[36]  David W. Embley,et al.  Conceptual Modeling - ER 2006, 25th International Conference on Conceptual Modeling, Tucson, AZ, USA, November 6-9, 2006, Proceedings , 2006, ER.

[37]  Florian Matthes,et al.  Trends in Enterprise Architecture Research and Practice-Driven Research on Enterprise Transformation , 2012, Lecture Notes in Business Information Processing.

[38]  Nicola Guarino,et al.  Understanding and building, using ontologies , 1997, Int. J. Hum. Comput. Stud..

[39]  Jaap Gordijn,et al.  Towards a Reference Ontology for Business Models , 2006, ER.

[40]  John Krogstie,et al.  Active knowledge modeling of enterprises , 2008 .

[41]  Viara Popova,et al.  Modeling organizational performance indicators , 2010, Inf. Syst..

[42]  Florian Matthes,et al.  Towards a Unified and Configurable Structure for EA Management KPIs , 2012, TEAR/PRET.

[43]  John Mylopoulos,et al.  Composite Indicators for Business Intelligence , 2011, ER.

[44]  Umit Bititci,et al.  Collaboration: a key competence for competing in the 21st century , 2008 .

[45]  Claudia Diamantini,et al.  A Logic-Based Formalization of KPIs for Virtual Enterprises , 2013, CAiSE Workshops.

[46]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.