Multidimensional Data-Driven Artificial Intelligence Innovation

Digital transformation of enterprises across industries enabled by new digital technologies is an emerging phenomenon. Firms are challenged to succeed in embracing transformation through digital technology to enable competitive advantages or they will face collapse at the hands of their competitors that do (Fitzgerald et al., 2014). For enterprises to digitalize their products, services, or business model, they need to find a role for digital innovation (Bughin & Zeebroeck, 2017; Manyika et al., 2016). The transition to digital business thus requires enterprises to make a leap toward a new view of data and analytics.

[1]  Sergey Yablonsky,et al.  A Multidimensional Framework for Digital Platform Innovation and Management: From Business to Technological Platforms , 2018, Systems Research and Behavioral Science.

[2]  Judith Hurwitz,et al.  Cognitive Computing and Big Data Analytics , 2015 .

[3]  Rohit Kumar.  Machine Learning and Cognition in Enterprises , 2017, Apress.

[4]  Marleen Huysman,et al.  Debating big data: A literature review on realizing value from big data , 2017, J. Strateg. Inf. Syst..

[5]  Bernard Marr,et al.  Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance , 2015 .

[6]  Sabai Khin,et al.  Digital technology, digital capability and organizational performance , 2019, International Journal of Innovation Science.

[7]  Kalle Lyytinen,et al.  Digital product innovation within four classes of innovation networks , 2016, Inf. Syst. J..

[8]  Kalle Lyytinen,et al.  Digital Innovation Management: Reinventing Innovation Management Research in a Digital World , 2017, MIS Q..

[9]  Annabelle Gawer,et al.  The Rise of the Platform Enterprise: A Global Survey , 2016 .

[10]  Jay Liebowitz,et al.  Big Data And Business Analytics , 2016 .

[11]  R. Boire.  Predictive analytics: The power to predict who will click, buy, lie, or die , 2013 .

[12]  Helen N. Rothberg,et al.  Knowledge assets in services across industries and across time , 2015 .

[13]  Peter Gentsch.  AI in Marketing, Sales and Service , 2018 .

[14]  Nils J. Nilsson,et al.  Artificial Intelligence , 1974, IFIP Congress.

[15]  I. Yeoman.  Competing on analytics: The new science of winning , 2009 .

[16]  Z. Irani,et al.  Critical analysis of Big Data challenges and analytical methods , 2017 .

[17]  Jan Muntermann,et al.  A method for taxonomy development and its application in information systems , 2013, Eur. J. Inf. Syst..

[18]  Nicolas van Zeebroeck,et al.  The Best Response to Digital Disruption , 2017, Who Wins in a Digital World?.