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Continuous experimentation on artificial intelligence software : a research agenda
Nguyen-Duc, Anh; Abrahamsson, Pekka (ACM, 2020)Moving from experiments to industrial level AI software development requires a shift from understanding AI/ ML model attributes as a standalone experiment to know-how integrating and operating AI models in a large-scale ... -
Making the most of information technology & systems usage: A literature review, framework and future research agenda
Shaikh, Aijaz A.; Karjaluoto, Heikki (Pergamon, 2015)This detailed literature review has considered a relatively large quantity (152 total) of scholarly empirical publications, conference proceedings, books and popular market reports published over the last 15 years, i.e., ... -
A Conceptual Framework and Research Agenda for Harnessing Institutional Work in Green Information Systems
Lumivalo, Juuli; Elo, Jenny; Salmenautio, Niina (Association for Information Systems, 2024)This study advances the field of Green Information Systems (IS) by conceptualizing the role of institutions (humanly devised rules, norms, and beliefs) in sustainability transitions with IS. We propose a framework for ... -
Software Startup Practices : Software Development in Startups Through the Lens of the Essence Theory of Software Engineering
Kemell, Kai-Kristian; Ravaska, Ville; Nguyen-Duc, Anh; Abrahamsson, Pekka (Springer, 2020)Software startups continue to be important drivers of economy globally. As the initial investment required to found a new software company becomes smaller and smaller resulting from technological advances such as cloud ... -
The essence of software startup : an empirical study on the application of essence framework
Ravaska, Ville (2020)Software startups are still a scarcely studied subject even though success stories of the companies like Facebook and Twitter have boosted the popularity of new software startup companies. The impact of successful startups ...