Engineering ai systems: A research agenda

J Bosch, HH Olsson, I Crnkovic - Artificial intelligence paradigms for …, 2021 - igi-global.com
Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in
industry. However, based on well over a dozen case studies, we have learned that …

Challenges and best practices in industry-academia collaborations in software engineering: A systematic literature review

V Garousi, K Petersen, B Ozkan - Information and Software Technology, 2016 - Elsevier
Context: The global software industry and the software engineering (SE) academia are two
large communities. However, unfortunately, the level of joint industry-academia …

[HTML][HTML] Successful combination of database search and snowballing for identification of primary studies in systematic literature studies

C Wohlin, M Kalinowski, KR Felizardo… - Information and Software …, 2022 - Elsevier
Background: A good search strategy is essential for a successful systematic literature study.
Historically, database searches have been the norm, which was later complemented with …

[图书][B] Experimentation in software engineering

C Wohlin, P Runeson, M Höst, MC Ohlsson, B Regnell… - 2012 - Springer
This textbook, which has become the leading source for empirical software engineering
research through its earlier editions, provides an in-depth introduction to experimentation in …

[HTML][HTML] Guiding the selection of research methodology in industry–academia collaboration in software engineering

C Wohlin, P Runeson - Information and software technology, 2021 - Elsevier
Background: The literature concerning research methodologies and methods has increased
in software engineering in the last decade. However, there is limited guidance on selecting …

Software Startups--A Research Agenda

M Unterkalmsteiner, P Abrahamsson, X Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Software startup companies develop innovative, software-intensive products within limited
time frames and with few resources, searching for sustainable and scalable business …

Self-adaptation in industry: A survey

D Weyns, I Gerostathopoulos, N Abbas… - ACM Transactions on …, 2023 - dl.acm.org
Computing systems form the backbone of many areas in our society, from manufacturing to
traffic control, healthcare, and financial systems. When software plays a vital role in the …

Critical success factors of university-industry R&D collaborations

G Fernandes, JM Santos, P Ribeiro… - Procedia Computer …, 2023 - Elsevier
University-industry R&D collaborations (UICs) play a vital role in stimulating open innovation
that leads to new products, processes, and services that creates value for customers and …

[HTML][HTML] Industry-Academia research collaboration in software engineering: The Certus model

D Marijan, A Gotlieb - Information and software technology, 2021 - Elsevier
Context: Research collaborations between software engineering industry and academia can
provide significant benefits to both sides, including improved innovation capacity for …

Exploring the industry's challenges in software testing: An empirical study

V Garousi, M Felderer, M Kuhrmann… - Journal of Software …, 2020 - Wiley Online Library
Context Software testing is an important and costly software engineering activity in the
industry. Despite the efforts of the software testing research community in the last several …