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- research-articleNovember 2024
Challenges and Opportunities for Tool Adoption in Industrial UX Research Collaborations
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 443, Pages 1–27https://doi.org/10.1145/3686982UX research practitioners analyze qualitative data to comprehend users' needs and synthesize design implications for software systems. Collaborating with multiple stakeholders is inevitable for these professionals and adds additional pressure to their ...
- research-articleJuly 2024
Costs and Benefits of Machine Learning Software Defect Prediction: Industrial Case Study
FSE 2024: Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software EngineeringPages 92–103https://doi.org/10.1145/3663529.3663831Context: Our research is set in the industrial context of Nokia 5G and the introduction of Machine Learning Software Defect Prediction (ML SDP) to the existing quality assurance process within the company. Objective: We aim to support or undermine the ...
- abstractJuly 2024
Curriculum Analysis for Data Systems Education
- Daphne Miedema,
- Toni Taipalus,
- Vangel V. Ajanovski,
- Abdussalam Alawini,
- Martin Goodfellow,
- Michael Liut,
- Svetlana Peltsverger,
- Tiffany Young
ITiCSE 2024: Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2Pages 761–762https://doi.org/10.1145/3649405.3659529The field of data systems has seen quick advances due to the popularization of data science, machine learning, and real-time analytics. In industry contexts, system features such as recommendation systems, chatbots and reverse image search require ...
- research-articleMay 2024
Labor Space: A Unifying Representation of the Labor Market via Large Language Models
WWW '24: Proceedings of the ACM Web Conference 2024Pages 2441–2451https://doi.org/10.1145/3589334.3645464The labor market is a complex ecosystem comprising diverse, interconnected entities, such as industries, occupations, skills, and firms. Due to the lack of a systematic method to map these heterogeneous entities together, each entity has been analyzed in ...
- courseMay 2024
Strategies in securing industry funding for your academic research program
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 603, Pages 1–3https://doi.org/10.1145/3613905.3636274Securing research funding through government-based agencies is getting more and more competitive. One viable alternative is to raise funding through industry collaborations. Beyond funding, there are also other benefits in establishing industry research ...
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- research-articleMay 2024
Exploring the Diminishing Allure of Paper and Low-Fidelity Prototyping Among Designers in the Software Industry: Impacts of Hybrid Work, Digital Tools, and Corporate Culture
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 1024, Pages 1–14https://doi.org/10.1145/3613904.3642774In a rapidly evolving UX/UI design landscape marked by technological advancements and shifts toward hybrid work, understanding the implications of these changes on software prototyping practices is crucial. This study investigates the influence of ...
- research-articleAugust 2024
On the Industrial Leadership and Involvement in the LwM2M IoT Ecosystem
- Gregorio Robles,
- Jonas Gamalielsson,
- Bjorn Lundell,
- Christoffer Brax,
- Tomas Persson,
- Anders Mattsson,
- Tomas Gustavsson,
- Jonas Feist,
- Jonas Öberg
SERP4IoT '24: Proceedings of the ACM/IEEE 6th International Workshop on Software Engineering Research & Practices for the Internet of ThingsPages 44–51https://doi.org/10.1145/3643794.3648274The importance of standards, and especially ICT standards, in the IoT domain is widely recognised. Implementations of standard specifications provided as Open Source Software (OSS) promote interoperability and longevity of systems and create conditions ...
- posterJune 2024
Threat Modeling of ML-intensive Systems: Research Proposal
CAIN '24: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AIPages 264–266https://doi.org/10.1145/3644815.3644975Context: The rise of Artificial Intelligence (AI) and Machine Learning (ML) applied in many software-intensive products and services introduces new opportunities but also new security challenges. Motivation: AI and ML will gain even more attention from ...
- research-articleMay 2024
Introducing Computer Science Undergraduate Students to DevOps Technologies from Software Engineering Fundamentals
ICSE-SEET '24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering Education and TrainingPages 348–358https://doi.org/10.1145/3639474.3640071The fast adoption of collaborative software development by the industry allied with the demand for a short time to market has led to a dramatic change in IT roles. New practices, tools, and environments are available to support professionals in their day-...
- short-paperMarch 2024
What we Learn on the Streets: Situated Human-robot Interactions from an Industry Perspective
HRI '24: Companion of the 2024 ACM/IEEE International Conference on Human-Robot InteractionPages 407–411https://doi.org/10.1145/3610978.3640753As commercial robots are increasingly present in everyday spaces, more efforts in the HRI community are directed towards investigating the complexity of interactions in naturalistic settings. Simultaneously, conversations about the potentials and ...
- research-articleApril 2024
From Playground to Battleground: Cyber Range Training for Industrial Cybersecurity Education
ICCNS '23: Proceedings of the 2023 13th International Conference on Communication and Network SecurityPages 209–214https://doi.org/10.1145/3638782.3638814The manufacturing and critical infrastructure world is increasingly dependent on cyber security. Cyber-attacks are becoming increasingly sophisticated, targeting traditional Information Technology (IT) and Operational Technology (OT) systems mainly due ...
- technical-noteOctober 2023
Becoming a Technical Editor: A Practitioner's Transition toward Editing in the Technical Field
SIGDOC '23: Proceedings of the 41st ACM International Conference on Design of CommunicationPages 240–242https://doi.org/10.1145/3615335.3623044This Industry Insight Report follows one editor's career from unspecialized freelance copyediting to specialized technical editing. In it, I provide recommendations for acquiring skills and finding work in technical editing. I address the following in ...
- research-articleOctober 2023Best Paper
Why Should Red and Green Never Be Seen? Exploring Color Blindness Simulations as Tools to Create Chromatically Accessible Games
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue CHI PLAYArticle No.: 380, Pages 165–196https://doi.org/10.1145/3611026Video games have become an important aspect of modern culture, especially with the widespread use of mobile devices. Thus, it is important that video games are accessible to all people, but colorblind players are still affected by the use of colors in ...
- panelJune 2023
Managing Group Projects in Undergraduate Computing
ITiCSE 2023: Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2Pages 597–598https://doi.org/10.1145/3587103.3594163This panel convenes four educators, each from different institutions and each with experience managing group projects. Their expertise spans topics including: peer assessment and peer evaluation; entrepreneurship; transdisciplinarity; ...
- research-articleJune 2023
Reflections on Training Next-Gen Industry Workforce on Secure Software Development
ECSEE '23: Proceedings of the 5th European Conference on Software Engineering EducationPages 1–10https://doi.org/10.1145/3593663.3593665The increasing number of security incidents highlights the growing importance of cybersecurity, particularly in industrial environments. Education and awareness of secure coding practices are fundamental to secure products and services. In this paper, ...
- research-articleMay 2023
Self-Adaptation in Industry: A Survey
- Danny Weyns,
- Ilias Gerostathopoulos,
- Nadeem Abbas,
- Jesper Andersson,
- Stefan Biffl,
- Premek Brada,
- Tomas Bures,
- Amleto Di Salle,
- Matthias Galster,
- Patricia Lago,
- Grace Lewis,
- Marin Litoiu,
- Angelika Musil,
- Juergen Musil,
- Panos Patros,
- Patrizio Pelliccione
ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 18, Issue 2Article No.: 5, Pages 1–44https://doi.org/10.1145/3589227Computing 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 design, construction, and operation, these systems are referred to as ...
- research-articleSeptember 2023
StreamAI: Dealing with Challenges of Continual Learning Systems for Serving AI in Production
ICSE-SEIP '23: Proceedings of the 45th International Conference on Software Engineering: Software Engineering in PracticePages 134–137https://doi.org/10.1109/ICSE-SEIP58684.2023.00017How to build, deploy, update & maintain dynamic models which continuously learn from streaming data? This paper covers the industrialization aspects of these questions in production systems. In today's fast-changing environments, organizations are ...
- research-articleFebruary 2023
A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine Learning
ACM Transactions on Software Engineering and Methodology (TOSEM), Volume 32, Issue 1Article No.: 21, Pages 1–42https://doi.org/10.1145/3511805Most software companies have extensive test suites and re-run parts of them continuously to ensure that recent changes have no adverse effects. Since test suites are costly to execute, industry needs methods for test case prioritisation (TCP). Recently, ...
- research-articleMarch 2024
Transformation towards sustainability on the example of the SME's steel processing enterprise
Procedia Computer Science (PROCS), Volume 225, Issue CPages 4683–4699https://doi.org/10.1016/j.procs.2023.10.467AbstractRecent focus on sustainability and its three pillars (economic, environmental, and social) brought new issues, especially for manufacturing companies, to be addressed. The article uses the methodology of a case study based on observation, panel ...
- research-articleMay 2023
Digital Transformation of the Industrial Sector: The Case of Uzbekistan Economy
ICFNDS '22: Proceedings of the 6th International Conference on Future Networks & Distributed SystemsPages 130–136https://doi.org/10.1145/3584202.3584222Abstract: The prospects and profitability of introducing digital technologies in the production of goods and services can be seen in various examples of successful business development all over the world. The experience of foreign countries shows that ...