Abstract
This paper analyzes the concept of “emergence” in the context of information systems (IS) and discusses its implications to IS research. The analysis shows that this literature assumes emergence to be an outcome of exogenous, although, complex design agency, largely omitting endogenous emergence, rising from the complexity of the information system and its operational interaction with its environment. Reflecting the IS perspective, the paper reviews research on endogenous emergence conducted especially in Computer Science and Software Engineering.
A prior version of this paper has been published in the ISD2016 Proceedings (http://aisel.aisnet.org/isd2014/proceedings2016).
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- 1.
Note that there seems to be some differences of opinion of what Turing had in mind or what Turing Machine as a model of computing implies [17].
- 2.
Predictability is, of course, a matter of degree. Therefore, many qualities of information and software systems such as reliability, maintainability, efficiency can be regarded as emergent properties—they are system-level qualities hard to reduce to the system components and usually not completely predictable.
- 3.
I interpret “organization” in a broad meaning here so that in addition to formal organizations it covers more informal organizations such as families and various online communities.
- 4.
These levels are developed keeping simulation models in mind, but illustrate that deliberate and safe integration of systems requires getting acquainted with a huge amount meta-information the systems to be integrated.
- 5.
Users here can be interpreted to cover not only human users in the external environment of the IS artifact, but also various objects in the environment that generate input streams and/or receive output streams.
- 6.
One should note that our interest here is not in initial of training of the system to classify documents, for example, but in the automatic learning by the system while in use.
References
Abbot, R.: Emergence explained: abstractions. Complexity 12(1), 13–26 (2006)
Abbot, R.: Putting complex systems to work. Complexity 13(2), 30–49 (2007)
Aberer, K., et al.: Emergent semantics systems. In Semantics of a Networked World. Semantics for Grid Databases. LNCS, vol. 3226, pp. 14–43. Springer (2004)
Allen, P.M., Varga, L.: A co-evolutionary complex systems perspective on information systems. J. Inf. Technol. 21, 229–238 (2006)
Babaoglu, O., et al.: Design patterns from biology for distributed computing. ACM Trans. Auton. Adapt. Syst. 1(1), 26–66 (2006)
Baker, E.W.: Why situational method engineering is useful to information systems development. Inf. Syst. J. 21, 155–174 (2011)
Baskerville, R., Siponen, M.: An information security meta-policy for emergent organizations. Logistics Inf. Manag. 15(5/6), 337–346 (2002)
Bar-Yam, Y.: Dynamics of Complex Systems. Addison-Wesley, Reading (1997)
Bergman, M., King, J.L., Lyytinen, K.: Large-scale requirements analysis revisited: the need for understanding the political ecology of requirements engineering. Requirements Eng. 7, 152–172 (2002)
Bjørn, P., Ngwenyama, O.: Virtual team collaboration: building shared meaning, resolving breakdowns and creating translucence. Inf. Syst. J. 9, 227–253 (2009)
Brunner, K.A.: What’s emergent in emergent computing? In: EMCSR 2002 Conference: 16th European Meeting on Cybernetics and Systems Research, vol. 1, pp. 189–192 (2002)
Carvalho, J.A.: Information system? Which one do you mean? In: Falkenberg, E., Lyytinen, K., Verrijn-Stuart, A. (eds.) Information Systems Concepts: An Integrated Discipline Emerging. Kluwer, pp. 259–282 (2000)
Cataldo, M., Bass, M., Herbsleb, J.D., Bass, L.: On coordination mechanisms in global software development. In: International Conference on Global Software Engineering (ICGSE 2007). IEEE, pp. 72–80 (2007)
Cavallo, D.: Emergent design and learning environments: building on indigenous knowledge. IBM Syst. J. 39(3&4), 788–821 (2000)
Chalmers, D.J.: Strong and weak emergence. In: Clayton, P., Davies, P. (eds.) The Re-emergence of Emergence: The Emergentist Hypothesis from Science to Religion, pp. 1–31. Oxford University Press, Oxford (2006)
Clayton, P.: Conceptual foundations of emergence theory. In: Clayton, P., Davies, P. (eds.) The Re-emergence of Emergence: The Emergentist Hypothesis from Science to Religion, pp. 244–254. Oxford University Press, Oxford (2006)
Cockshott, P., Michaelson, G.: Are there new models of computation? Reply to Wegner and Eberbach. Comput. J. 50(2), 232–247 (2007)
Constantinides, P., Michael Barrett, M.: Negotiating ICT development and use: the case of a telemedicine system in the healthcare region of Crete. Inf. Organ. 16, 27–55 (2006)
Corea, S.: Mounting effective IT based customer service operations under emergent conditions: deconstructing myth as a basis of understanding. Inf. Organ. 16, 109–142 (2006)
Corning, P.A.: The re-emergence of “emergence”: A venerable concept in search of a theory. Complexity 7(6), 18–30 (2002)
Corning, P.A.: The re-emergence of emergence, and the causal role of synergy in emergent evolution. Synthese 185, 295–317 (2012)
Curseu, P.L.: Emergent states in virtual teams: a complex adaptive systems perspective. J. Inf. Technol. 21, 249–261 (2006)
de Souza, C.R.B.: On the Relationships between Software Dependencies and Coordination: Field Studies and Tool Support. Ph.D. dissertation, University of California, Irvine, CA (2005)
Dreyfus, D., Iyer, B.: Managing architectural emergence: a conceptual model and simulation. Decis. Support Syst. 46, 115–127 (2008)
Drury, M., Conboy, K., Power, K.: Obstacles to decision making in agile software development teams. J. Syst. Softw. 85, 1239–1254 (2012)
Essen, A., Lindblad, S.: Innovation as emergence in healthcare: unpacking change from within. Soc. Sci. Med. 93, 203–211 (2013)
Felici, M.: Capturing emerging complex interactions: Safety analysis in air traffic management. Reliab. Eng. Syst. Saf. 91, 1482–1493 (2006)
Ferreira, S., Faezipour, M., Corley, H.W.: Defining and addressing the risk of undesirable emergent properties. In: Systems Conference (SysCon), pp. 836–830 (2013)
Gleizes, M.-P., Camps, V., George, J.-P., Capera, D.: Engineering systems which generate emergent functionalities. In: Weyns, D., Brueckner, S.A., Demazeau, Y. (eds.) Engineering Environment-Mediated Multi-Agent Systems. LNCS, vol. 5049, pp. 58–75. Springer (2008)
Goldin, D., Srinivasa, S., Thalheim, B.: IS = DBS + Interaction: towards principles of information system design. In: Laender, A.H.F., Liddle, S.W., Storey, V.C. (eds.) ER2000 Conference. LNCS, vol. 1920, pp. 140–153. Springer (2000)
Gorlenko, L., Merrick, R.: No wires attached: usability challenges in the connected mobile world. IBM Syst. J. 42(4), 639–651 (2003)
Gorod, A., Sauser, B., Boardman, J.: System-of-systems engineering management: a review of modern history and a path forward. IEEE Syst. J. 2(4), 483–499 (2008)
Grinter, R.: Recomposition: coordinating a web of software dependencies. Comput. Support. Coop. Work 12, 297–327 (2003)
Groenewegen, P., Wagnenaar, P.: Managing emergent information systems: Towards understanding how public information systems come into being. Inf. Polity 11, 135–148 (2006)
Gustafsson, M.R., Karlsson, T., Bubenko, J. Jr.: A declarative approach to conceptual information modeling. In: Olle, T.W., Sol, H.G., Verrijn-Stuart, A.A. (eds.) Information Systems Design Methodologies: A Comparative Review, pp. 93–142. North-Holland, Amsterdam (1982)
Hirschheim, R., Klein, H.K., Lyytinen, K.: Exploring the intellectual structures of information systems development: a social action theoretic analysis. Account. Organ. Inf. Technol. 6(1/2), 1–64 (1996)
Holland, J.H.: Emergence: From Chaos to Order. Addison-Wesley (1999)
Holmström, J., Sawyer, S.: Requirements engineering blinders: exploring information systems developers’ black-boxing of the emergent character of requirements. Eur. J. Inf. Syst. 20(1), 34–47 (2011)
Hovorka, D., Germonprez, M.: Perspectives on emergence in information systems research. Commun. Assoc. Inf. Syst. 33, 353–364 (2013)
Huebscher, M.C., McCann, J.A.: A survey of autonomic computing—degrees, models, and applications. ACM Comput. Surv. 40(3), 7-1–7-28 (2008)
Iivari, J.: Paradigmatic analysis of information systems as a design science. Scand. J. Inf. Syst. 19(2), 39–63 (2007)
Iivari, J., Hirschheim, R.: Analyzing information systems development: a comparison and analysis of eight IS development approaches. Inf. Syst. 21(7), 551–575 (1996)
Jordan, M.I., Mitchell, T.M.: Machine learning: trends, perspectives, and prospects. Science 349(6245), 255–260 (2015)
Karsten, H.: Collaboration and collaborative information technologies: a review of the evidence. DATA BASE Adv. Inf. Syst. 30(2), 44–64 (1999)
Kaufmann, M., Wilke, G., Portmann, E., Hinkelmann, K.: Combining bottom-up and top-down generation of interactive knowledge maps for enterprise search. In: Buchmann, R. et al. (eds.) KSEM 2014. LNAI, vol. 8793, pp. 186–197. Springer (2014)
Kaufmann, M.A., Portmann, E.: Biomimetics in design-oriented information systems research. In: Donnellan, B., et al. (eds.) At the Vanguard of Design Science: First Impressions and Early Findings from Ongoing Research Research-in-Progress Papers and Poster Presentations from the 10th International Conference, DESRIST 2015, Dublin, Ireland, 20–22 May, pp. 53–60 (2015)
Kim, J.: Making sense of emergence. Philos. Stud. 95, 3–36 (1999)
Kim, J.: Emergence: core ideas and issues. Synthese 151, 547–559 (2006)
Langley, P., Simon, H.A.: Applications of machine learning and rule induction. Commun. ACM 38(11), 55–64 (1995)
Levina, N.: Collaborating on multiparty information systems development projects: a collective reflection-in-action view. Inf. Syst. Res. 16(2), 109–130 (2005)
Luna-Reyes, L.F., Zhang, J., Gil-Garcia, J.R., Cresswell, A.M.: Information systems development as emergent socio-technical change: a practice approach. Eur. J. Inf. Syst. 14, 93–108 (2005)
Lycett, P., Paul, R.J.: Information systems development: a perspective on the challenge of evolutionary complexity. Eur. J. Inf. Syst. 8, 127–135 (1999)
Lyytinen, K.J., Ngwenyama, O.K.: What does computer support for cooperative work mean? A structurational analysis of computer supported cooperative work. Account. Organ. Inf. Technol. 2(1), 19–37 (1992)
Lyytinen, K., Yoo, Y.: Special issue: Issues and challenges in ubiquitous computing. Commun. ACM 45(12), 62–65 (2002)
Macías-Escrivá, F.D., Rodolfo Haber, R., Raul del Toro, R., Hernandez, V.: Self-adaptive systems: a survey of current approaches, research challenges and applications. Exp. Syst. Appl. 40, 7267–7279 (2013)
Markus, M.L., Majchrzak, L.A., Gasser, L.: A design theory for systems that support emergent knowledge processes. MIS Q. 26, 179–212 (2002)
Markus, M.L., Robey, D.: Information technology and organizational change: causal structure in theory and research. Manag. Sci. 34(5), 583–598 (1988)
Merali, Y.: Complexity and information systems. In: Mingers, J., Willcocks, L. (eds.) Social Theory and Philosophy of Information Systems, pp. 407–446. Wiley, London (2004)
Minzberg, H.: The Rise and Fall of Strategic Planning. Prentice-Hall, Hemel Hempstead, Hertfordshire, UK (1994)
Müller-Schloer, C., Sick, B.: Emergence in organic computing systems: discussion of a controversial concept. In: Yang, L.T., et al. (eds.) ATC 2006. LNCS, vol. 4158, pp. 1–16. Springer (2006)
Nan, N.: Capturing bottom-up information technology use processes: a complex adaptive systems model. MIS Q. 35(2), 505–532 (2011)
Ngwenyama, O.K.: Groupware, social action and organizational emergence: on the process dynamics of computer mediated distributed work. Account. Organ. Inf. Technol. 8, 127–146 (1998)
Nielsen, C.B., Larsen, P.G., Fitzgerald, J., Woodcock, J., Peleska, J.: Systems of systems engineering: basic concepts, model-based techniques, and research directions. ACM Comput. Surv. 48(2), 18:1–18:41 (2015)
Nijs, D.E.L.W.: The complexity-inspired design approach of imagineering. World Futures 72(1–2), 8–25 (2015)
Orlikowski, W.J.: Improvising organizational transformation over time: a situated change perspective. Inf. Syst. Res. 7(1), 63–92 (1996)
Orlikowski, W.J.: Using technology and constituting structures: a practice lens for studying technology in organizations. Organ. Sci. 11(4), 404–428 (2000)
Parnas, D.L.: Software aspects of strategic defense systems. Commun. ACM 28(12), 1326–1335 (1985)
Patel, N.V., Eldabi, T., Khan, T.M.: Theory of deferred action agent-based simulation model for designing complex adaptive systems. J. Enterp. Inf. Manag. 23(4), 521–537 (2010)
Reid, J., Hull, R., Clayton, B., Melamed, T., Stento, P.: A research methodology for evaluating location aware experiences. Pers. Ubiquit. Comput. 15, 53–60 (2011)
Salvaneschi, P.: Modeling of information systems as systems of systems through DSM. In: SESoS’16, Austin, TX, USA, pp. 8–11 (2016)
Stephan, A.: Varieties of emergentism. Evol. Cogn. 5(1), 49–59 (1999)
Symons, J.: Computational models of emergent properties. Mind. Mach. 18, 475–491 (2008)
Taleb-Bendiab, A., England, D., Randles, M., Miseldine, P., Murphy, K.: A principled approach to the design of healthcare systems: Autonomy vs. governance. Reliab. Eng. Syst. Saf. 91, 1578–1585 (2006)
Tanriverdi, H., Rai, A., Venkatraman, N.: Reframing the dominant quests of information systems strategy research for complex adaptive business systems. Inf. Syst. Res. 21(4), 822–834 (2010)
Tarasewich, P.: Designing mobile commerce applications. Commun. ACM 46(12), 57–60 (2003)
Thompson, M.P.A.: Cultivating meaning: interpretive fine-tuning of a South African health information system. Inf. Organ. 12, 183–211 (2002)
Tolk, A., Diallo, S.Y., Turnitsa, C.D.: Applying the levels of conceptual interoperability model in support of integratability, interoperability, and composability for system-of-systems engineering. Syst. Cybern. Inform. 5(5), 65–74 (2007)
Truex, D., Baskerville, R., Klein, H.: Growing systems in emergent organizations. Commun. ACM 42(8), 117–123 (1999)
Truex, D.P., Baskerville, R., Travis, J.: Amethodological systems development: the deferred meaning of systems development methods. Account. Manag. Inf. Technol. 10, 53–79 (2001)
Truex III, D.P., Klein, H.K.: A rejection of structures as a basis for information systems development. In: Stamper, R.K., Kerola, P., Lee, R., Lyytinen, K. (eds.) Collaborative Work, Social Communications and Information Systems, pp. 213–235. Elsevier (North-Holland), Amsterdam (1991)
Ulieru, M., Doursat, R.: Emergent engineering: a radical paradigm shift. J. Auton. Adapt. Commun. Syst. 4(1), 39–60 (2011)
Valckenaers, P., Van Brussel, H., Hadeli, Bochmann, O., Saint Germain, B., Zamfirescu, C.: On the design of emergent systems: an investigation of integration and interoperability issues. Eng. Appl. Artif. Intell. 16, 377–393 (2003)
van Steen, M., Pierre, G., Voulgaris, S.: Challenges in very large distributed systems. J. Internet Serv. Appl. 3, 59–66 (2012)
Varenne, F., Chaigneau, P., Petitot, J., Doursat, R.: Programming the emergence in morphogenetically architected complex systems. Acta. Biotheor. 63, 295–308 (2015)
Vogiazou, Y., Raijmakers, B., Geelhoed, E., Reid, J., Eisenstadt, M.: Design for emergence: experiments with a mixed reality urban playground game. Pers. Ubiquit. Comput. 11, 45–58 (2007)
Väyrynen, K., Iivari, J.: The competitive potential of IT applications—an analytical-argumentative evaluation. In: ICIS 2016 (2015)
Wagner, E.L., Newell, S., Piccoli, G.: Understanding project survival in an ES environment: a sociomaterial practice perspective. J. AIS 11(5), 278–297 (2010)
Wears, R.L., Cook, R.I., Perry, S.J.: Automation, interaction, complexity, and failure: a case study. Reliab. Eng. Syst. Saf. 19, 1494–1501 (2006)
Webster, J., Watson R.T.: Analyzing the past to prepare for the future: writing a literature review. MIS Q. 26(2), xiii–xxiii (2002)
Wegner, P.: Why interaction is more powerful than algorithms? Commun. ACM 40(5), 80–91 (1997)
Wegner, P., Eberbach, E.: New models of computing. Comput. J. 47(1), 4–9 (2004)
Wolf, M.: Embedded software in crisis. Computer 49(1), 88–90 (2016)
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Iivari, J. (2017). Endogenously Emergent Information Systems. In: Goluchowski, J., Pankowska, M., Linger, H., Barry, C., Lang, M., Schneider, C. (eds) Complexity in Information Systems Development. Lecture Notes in Information Systems and Organisation, vol 22. Springer, Cham. https://doi.org/10.1007/978-3-319-52593-8_7
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