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Conference Program

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On this site, there is only displayed the English speaking sessions of the OOP 2022 Digital. You can find all conference sessions, including the German speaking ones, here.

The times given in the conference program of OOP 2022 Digital correspond to Central European Time (CET).

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From Requirements to Outcomes: Value Modeling, Experimentation and AI/ML

Traditionally, requirements were used as a means to communicate between customers and development organizations. Unfortunately, requirements suffer from many limitations.

An alternative approach is to focus on outcomes and to use value modeling as a mechanism to quantitatively define the desired outcomes. This value model can then be used for experimentation by humans using DevOps and A/B testing or using machine learning models for automated experimentation.

The tutorial provides introduction of the topics and exercises.

Target Audience: Architects, Product Managers, Senior Developers, Business Leaders
Prerequisites: None
Level: Basic

Jan Bosch is professor at Chalmers University Technology in Gothenburg, Sweden and director of the Software Center (www.software-center.se), a strategic partner-funded collaboration between 17 large European companies (including Ericsson, Volvo Cars, Volvo Trucks, Saab Defense, Scania, Siemens and Bosch) and five universities focused on digitalization. Earlier, he worked as Vice President Engineering Process at Intuit Inc where he also led Intuit's Open Innovation efforts and headed the central mobile technologies team. Before Intuit, he was head of the Software and Application Technologies Laboratory at Nokia Research Center, Finland. Prior to joining Nokia, he headed the software engineering research group at the University of Groningen, The Netherlands. He received a MSc degree from the University of Twente, The Netherlands, and a PhD degree from Lund University, Sweden. His research activities include digitalisation, evidence-based development, business ecosystems, artificial intelligence and machine/deep learning, software architecture, software product families and software variability management. He is the author of several books including "Design and Use of Software Architectures: Adopting and Evolving a Product Line Approach" published by Pearson Education (Addison-Wesley & ACM Press) and “Speed, Data and Ecosystems: Excelling in a Software-Driven World” published by Taylor and Francis, editor of several books and volumes and author of hundreds of research articles. He is editor for Journal of Systems and Software as well as Science of Computer Programming, chaired several conferences as general and program chair, served on numerous program committees and organised countless workshops. Jan is a fellow member of the International Software Product Management Association (ISPMA) and a member of the Royal Swedish Academy of Engineering Science. Jan serves on the boards of IVER, Peltarion and Burt Intelligence and on the advisory boards of Assia Inc. in Redwood City, CA and Pure Systems GmbH (Germany). Earlier he was chairman of the board of Auqtus, Fidesmo and Remente. In the startup space, Jan is an angel investor in several startup companies. He also runs a boutique consulting firm, Boschonian AB, that offers its clients support around the implications of digitalization including the management of R&D and innovation. For more information see his website: www.janbosch.com.
Helena Holmström Olsson is a professor of computer science at Malmö University, Sweden, and principal investigator/senior researcher in the aforementioned Software Center with expertise in AI and data-driven development. Over the years, she has run projects focusing on feature experimentation, A/B testing, data-driven development practices and data for ML/DL model design and development. She is the supervisor of several PhD students in the area of data-driven development and AI Engineering. In addition, her university has a well established program related to the internet of things (IoT) as well as a research school on data driven systems.
Jan Bosch, Helena Holmström Olsson
14:00 - 17:00
Vortrag: Mo 16

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