nach oben

Erschienen in:

2018 | OriginalPaper | Buchkapitel

Business Impacts of Technology Disruption - A Design Science Approach to Cognitive Systems’ Adoption Within Collaborative Networks

verfasst von : Katri Valkokari, Tuija Rantala, Ari Alamäki, Katariina Palomäki

Erschienen in: Collaborative Networks of Cognitive Systems

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

Digitalisation and data are stated to be significant drivers of change, technology disruption, and new business. The purpose of this study is to explore the business impacts of technology disruption, more specifically the adoption of cognitive systems within collaborative networks through a design science approach. In accordance with design studies, the relevance of the research results and the research quality are evaluated against the practices of seven companies that participated in the research process. At the crossroads of technology and business disruption the two main dimensions illustrate: (1) the technical complexity of cognitive systems adapted from conventional data utilisation to learning cognitive systems and (2) the broadness of business impacts from a company’s internal processes to changes in ecosystems.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Assessment of IS Integration Efforts to Implement the Internet of Production Reference Architecture

Nächstes Kapitel A Modeling Framework to Assess Strategies Alignment Based on Collaborative Network Emotions

Geels, F.W.: From sectoral systems of innovation to socio-technical systems: insights about dynamics and change from sociology and institutional theory. Res. Policy 33(6–7), 897–920 (2004)CrossRef

Valkokari, K., Paasi, J., Rantala, T.: Managing knowledge within networked innovation. Knowl. Manag. Res. Pract. 10(1), 27–40 (2012)CrossRef

Chang, R.M., Kauffman, R.J., Kwon, Y.: Understanding the paradigm shift to computational social science in the presence of big data. Decis. Support Syst. 63, 67–80 (2014)CrossRef

Camarinha-Matos, L.M., Fornasiero, R., Afsarmanesh, H.: Collaborative networks as a core enabler of industry 4.0. In: Camarinha-Matos, L.M., Afsarmanesh, H., Fornasiero, R. (eds.) PRO-VE 2017. IAICT, vol. 506, pp. 3–17. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65151-4_1CrossRef

March, S.T., Smith, G.F.: Design and natural science research on information technology. Decis. Support Syst. 15(4), 251–266 (1995)CrossRef

Burke, W.: Organization Change: Theory and Practice. SAGE Publications, Thousand Oaks (2002)

Rantala, T., Palomäki, K., Valkokari, K.: Challenges of creating new B2B business through big data utilization. In: The ISPIM Innovation Forum, Boston (2018)

Christensen, C.M.: The Innovator’s dilemma: When New Technologies Cause Great Firms to Fail. Harvard Business School Press, Boston (1997)

Sivarajah, U., Kamal, M., Irani, Z., Weerakkody, V.: Critical analysis of big data challenges and analytical methods. J. Bus. Res. 70, 263–286 (2017)CrossRef

10.

Frizzo-Barker, J., Chow-White, P.A., Mozafari, M., Ha, D.: An empirical study of the rise of big data in business scholarship. Int. J. Inf. Manag. 36(3), 403–413 (2016)CrossRef

11.

Sabarmathi, G., Chinnaiyan, R., Ilango, V.: Big data analytics research opportunities and challenges: a review. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 6(10) (2016)

12.

Hashem, I.A.T., Yagoob, I., Anuar, N.B., Mokhtar, S., Gani, A., Khan, S.U.: The rise of ‘big data’ on cloud computing: review and open research issues. Inf. Syst. 47, 98–115 (2015)CrossRef

13.

Sanders, N.R.: Big data driven supply chain management: a framework for implementing analytics and turning information into intelligence. Pearson Education, Upper Saddle River (2014)

14.

Makridakis, S.: The forthcoming Artificial Intelligence (AI) revolution: its impact on society and firms. Futures 90, 46–60 (2017)CrossRef

15.

McNeese, M.D.: New visions of human-computer interaction: Making affect compute. Int. J. Hum Comput Stud. 59(1–2), 33–53 (2003)CrossRef

16.

Hey, J.: The data, information, knowledge, wisdom chain: the metaphorical link. Intergov. Oceanogr. Comm. 26, 1–18 (2004)

17.

Bernus, P., Noran, O.: Data Rich – But Information Poor. In: Camarinha-Matos, L.M., Afsarmanesh, H., Fornasiero, R. (eds.) PRO-VE 2017. IAICT, vol. 506, pp. 206–214. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65151-4_20CrossRef

18.

Paajanen, S., Valkokari, K., Aminoff, A.: The opportunities of big data analytics in supply market intelligence. In: Camarinha-Matos, L.M., Afsarmanesh, H., Fornasiero, R. (eds.) PRO-VE 2017. IAICT, vol. 506, pp. 194–205. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65151-4_19CrossRef

19.

Camarinha-Matos, L.M., Afsarmanesh, H.: Collaborative Networks: Reference Modeling. Springer, New York (2008)MATH

20.

Gregor, S., Hevner, A.R.: Positioning and presenting design science research for maximum impact. MIS Q. 37(2), 337–355 (2013)CrossRef

21.

Holmström, J., Ketokivi, M., Hameri, A.-P.: Bridging practice and theory: a design science approach. Decis. Sci. 40(1), 1540–1559 (2009)CrossRef

Titel: Business Impacts of Technology Disruption - A Design Science Approach to Cognitive Systems’ Adoption Within Collaborative Networks
verfasst von: Katri Valkokari
Tuija Rantala
Ari Alamäki
Katariina Palomäki
Verlag: Springer International Publishing
Buch: Collaborative Networks of Cognitive Systems
Print ISBN: 978-3-319-99126-9

Electronic ISBN: 978-3-319-99127-6

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-99127-6_29

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner