Afstudeerstage Keeping knowledge alive: understanding documentation decay in software systems
Afstudeerstage Keeping knowledge alive: understanding documentation decay in software systems
Key Skills
Job Description
Software changes, but its documentation does not always keep up. How can development teams recognize documentation decay before valuable knowledge is lost? In this master’s thesis, you will investigate what causes documentation decay and how software teams can identify and address it. Documentation plays an important role in software development by capturing knowledge about systems, processes and decisions. Over time, however, software systems continue to evolve while documentation is often updated less frequently. As a result, documentation may become outdated, incomplete or unreliable, making it harder for development teams to find and trust the information they need. Although this phenomenon is widely recognized in practice, questions remain about how documentation loses value over time, which factors contribute to this process, and how organizations can recognize and address documentation decay effectively. The Assignment In this assignment, you will investigate the phenomenon of documentation decay in software systems. You will explore how documentation evolves alongside software, which factors influence its long-term usefulness, and how organizations can maintain valuable documentation as systems change. Previous research provides several starting points for investigating documentation decay. Studies have explored detecting outdated code references in documentation, analyzing changes to code and docstrings and classifying documentation issues reported by developers. These approaches offer potential ways to investigate documentation decay using data from open-source projects. Based on your research, you will develop and evaluate an approach that helps organizations gain insight into documentation decay and its causes. Depending on your findings, this may result in a model, framework, method or prototype that supports software teams in maintaining valuable and trustworthy documentation over time. The outcome should provide practical insights that help software teams preserve knowledge in long-lived software systems. About Info Support Info Support specializes in custom software, data/AI solutions, management, and training and is active in the Finance, Industry, Agriculture, Food & Retail, Mobility & Public, and Healthcare sectors. We provide solid and innovative solutions for complex and critical software issues. Our headquarters are located in Veenendaal (NL) and Mechelen (BE). At present, approximately 500 employees are employed by Info Support. Info Support’s working method is characterized by a number of core values: solidity, integrity, craftsmanship, and passion. These core values are intertwined in our work and the way we interact with each other. To ensure that all employees are always up to date with the latest developments, Info Support has an in-house IT Academy that eagerly satisfies the hunger for more or different knowledge and skills. B2 language proficiency in Dutch is required.
Core Responsibilities
Investigate the causes and effects of documentation decay in software systems, including how documentation changes alongside software and what affects its long-term usefulness. Develop and evaluate a model, framework, method, or prototype that helps organizations identify and address documentation decay and preserve trustworthy knowledge.
Requirements
This is a master's thesis internship focused on researching documentation decay in software systems; no specific prior work experience or technical tools are stated. Dutch proficiency at B2 level is required.
About Info Support
Industry: IT Services and IT Consulting
Company size: 201-500 employees
Maatwerksoftware bouwen waar miljoenen mensen dagelijks gebruik van maken. Dat is ons werk. Voor grote gerenommeerde klanten in Nederland en België. Betrouwbaar, schaalbaar en onderhoudbaar. Wij gaan voor software oplossingen van zeer hoge kwaliteit. Binnen de afgesproken tijd en het budget. Door samen continu te vernieuwen helpen we klanten en de wereld significant vooruit. We vragen veel van je, maar daar krijg je ook veel voor terug. Een loopbaan bij Info Support biedt garantie voor een succesvolle IT-carrière en werken aan uitdagende projecten bij top 500 bedrijven als NS, ING, Enexis, RDW. Onze ambitie en drive maakt ons vastberaden om topkwaliteit te leveren en voorop te lopen. Daarom borgen wij nieuwe technologische ontwikkelingen en de toepasbaarheid ervan. En daar profiteer jij van. Je kunt je in een vroeg stadium verdiepen in de technologische mogelijkheden van de toekomst.