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2,652 papers

#computer vision Book May 2015

Lean startup: why large software companies should care

This paper investigates why large companies should adopt Lean startup to seek for radical innovation and identifies the characteristics of internal startups and the lessons learned on practising Lean Startup inside the large software company.

Henry Edison, Xiaofeng Wang, P. Abrahamsson · 35 citations · ⚡4
#computer vision Book Aug 2015

Hunter-gatherer cycle: a conceptual model of the evolution of software startups

The results show that the proposed conceptual model can capture innovation generation activities and the non-linear evolution of engineering activities in software startups, which is not presentable in current software life cycle models.

Anh Nguyen-Duc, P. Seppänen, P. Abrahamsson · 53 citations

What leads developers towards the choice of a JavaScript framework?

A model of factors that are desirable to be found in a JSF and a representation of the decision makers involved in the frameworks selection is offered, which contributes to the body of knowledge related to the decision-making process when selecting aJSF.

Amantia Pano, D. Graziotin, P. Abrahamsson · 7 citations · ⚡1
#computer vision Sep 2018

The Essence Theory of Software Engineering - Large-Scale Classroom Experiences from 450+ Software Engineering BSc Students

This paper studies Essence in an educational setting to evaluate its usefulness for software engineering students while also investigating barriers to its adoption in this context.

Kai-Kristian Kemell, Anh Nguyen-Duc, Xiaofeng Wang et al. · 5 citations
#computer vision Conference Aug 2019

A Tool-Based Approach for Essentializing Software Engineering Practices

Software Engineers work using highly diverse methods and practices, and general theories in software engineering are lacking. A recent attempt at creating a common ground in the area of software engineering methodologies has been the Essence Theory of Software Engineering. Essence is a method-agnostic progress manageme...

Kai-Kristian Kemell, A. Evensen, Xiaofeng Wang et al. · 2 citations

Implementing Ethics in AI: An industrial multiple case study

This paper provides a baseline for ethics in AI based software development by reporting results from an industrial multiple case study on AI systems development in the health care sector, and explores the current state of practice out on the field in the absence of formal methods and tools for ethically aligned design.

Ville Vakkuri, Kai-Kristian Kemell, P. Abrahamsson · 2 citations

Time for AI (Ethics) Maturity Model Is Now

It is argued that AI software is still software and needs to be approached from the software development perspective, and whether the focus should be on AI ethics or the quality of an AI system, called a maturity model for the development of AI systems is discussed.

Ville Vakkuri, Marianna Jantunen, Erika Halme et al. · 17 citations · ⚡1

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