We propose a novel classification method that integrates into existing agile software development practices by collecting data records generated by software and tools used in the development... Show moreWe propose a novel classification method that integrates into existing agile software development practices by collecting data records generated by software and tools used in the development process. We extract features from the collected data and create visualizations that provide insights, and feed the data into a prediction framework consisting of a deep neural network. The features and results are validated against conceptual frameworks that model the development methodologies as similar processes in other contexts. Initial results show that the visualization and prediction techniques provide promising outcomes that may help development teams and management gain better understanding of past events and future risks. Show less
The study is motivated by the aspiration to understand project governance in organizations pursuing the development of new products and services across multiple knowledge worker teams. In... Show moreThe study is motivated by the aspiration to understand project governance in organizations pursuing the development of new products and services across multiple knowledge worker teams. In particular, the following problem statement guides the study: Is governance of innovation project management necessary or neglected? Taking the example of agile teams, I illustrate how the advancements in team based project management approaches force us to rethink governance of innovation project management. The findings are based on eight studies. The data consists of results from a total of 53 knowledge worker teams across 44 organizations in 8 countries. The two main conclusions drawn from this study are: (1) fundamentally different approaches to governance of innovation projects are a prerequisite for a success of projects developing new products and services, and (2) governance, particularly in heavily top-down influenced fields such as public administration, will benefit from advancements in agile project management methods. Show less