Florian Matthes

Identifying and Structuring Challenges in Large-Scale Agile Development Based on a Structured Literature Review

2018

Over the last two decades, agile methods have transformed and brought unique changes to software development practice by strongly emphasizing team collaboration, customer involvement, and change tolerance. The success of agile methods for small, co-located …

Revealing the Landscape of Privacy-Enhancing Technologies in the Context of Data Markets for the IoT: A Systematic Literature Review

2021 · arXiv (Cornell University)

IoT data markets in public and private institutions have become increasingly relevant in recent years because of their potential to improve data availability and unlock new business models. However, exchanging data in markets bears considerable …

Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches

2022

Text classification of unseen classes is a challenging Natural Language Processing task and is mainly attempted using two different types of approaches. Similarity-based approaches attempt to classify instances based on similarities between text document representations …

Investigating Communities of Practice in Large-Scale Agile Software Development: An Interview Study

2024 · Lecture notes in business information processing

Abstract Nowadays, responsiveness is essential to be competitive, particularly in software development. Traditional methods face limitations in meeting this demand for agility, which led to the rise of agile practices. Inspired by their success in …

Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text

2024 · arXiv (Cornell University)

The study of Differential Privacy (DP) in Natural Language Processing often views the task of text privatization as a $\textit{rewriting}$ task, in which sensitive input texts are rewritten to hide explicit or implicit private information. …