中文
相关论文

相关论文: Experience vs Data: A Case for More Data-informed …

200 篇论文

Agile methods are state of the art in software development. Companies worldwide apply agile to counter the dynamics of the markets. We know, that various factors like culture influence the successfully application of agile methods in…

软件工程 · 计算机科学 2024-05-06 Michael Neumann , Philipp Diebold

In recent years, the games industry has made a major move towards data-driven development, using data analytics and player modeling to inform design decisions. Data-driven techniques are beneficial as they allow for the study of player…

人机交互 · 计算机科学 2020-06-22 Magy Seif El-Nasr , Erica Kleinman

Agile software development evolves so rapidly that research struggles to remain timely and transferable - an issue heightened by the swift adoption of generative AI and agentic tools. Earlier discussions highlight theory and time gaps,…

软件工程 · 计算机科学 2026-03-12 Tobias Geger , Andreas Rausch , Ina Schiering , Frauke Stenzel , Stefan Wittek

In the realm of Agile software development, precise user story point estimation is crucial for effectual project timeline and resource management. Despite its significance, the method is often marred by issues stemming from cognitive…

软件工程 · 计算机科学 2024-09-25 Fatih Bildirici , Keziban Seckin Codal , Tunc Durmus Medeni

Data is a valuable asset, and sharing it as a product across organizations is key to building comprehensive and useful insights in fields such as science and industry. Before sharing, data often requires transformation to comply with…

社会与信息网络 · 计算机科学 2025-03-18 Sepideh Masoudi

Context: Given the acknowledged need to understand the people processes enacted during software development, software repositories and mailing lists have become a focus for many studies. However, researchers have tended to use mostly…

软件工程 · 计算机科学 2021-06-08 Sherlock A. Licorish , Stephen G. MacDonell

Context: Agile development methodologies in the software industry have increased significantly over the past decade. Although one of the main aspects of agile software development (ASD) is less documentation, there have always been…

软件工程 · 计算机科学 2023-04-18 Md Athikul Islam , Rizbanul Hasan , Nasir U. Eisty

In modern software development world, experts are trying to provide the best solutions to their clients. To achieve this, the organizations opt for the agile software development process as it enables them to develop and deliver the product…

软件工程 · 计算机科学 2025-03-11 Muhammad Azeem Akbar , Abeer Al-Sanad , Saima Rafi , Yuqing Wang , Musaad Alzahrani

Software development is a sociotechnical and human-centered endeavor in which human factors directly influence quality, productivity, and innovation capacity. In this context, career development in computing goes beyond technical mastery,…

软件工程 · 计算机科学 2026-05-01 Israely Lima , Lucas Moura Lourenço , Márcio Ribeiro , Ivan Machado , Carla Ilane Bezerra

The paper explains and clarifies the differences between Waterfall and Agile development methodologies, establishes what criteria could be taken into account to properly define project success within the scope of software development…

软件工程 · 计算机科学 2017-11-21 Alberto Perez Veiga

Reproducibility is a crucial aspect of scientific research that involves the ability to independently replicate experimental results by analysing the same data or repeating the same experiment. Over the years, many works have been proposed…

数字图书馆 · 计算机科学 2024-07-16 Andrea Bianchi , Giordano d'Aloisio , Francesca Marzi , Antinisca Di Marco

Understanding player behavior is fundamental in game data science. Video games evolve as players interact with the game, so being able to foresee player experience would help to ensure a successful game development. In particular, game…

机器学习 · 统计学 2018-12-10 Anna Guitart , Pei Pei Chen , Paul Bertens , África Periáñez

Process discovery is one of the primary process mining tasks and starting point for process improvements using event data. Existing process discovery techniques aim to find process models that best describe the observed behavior. The focus…

数据库 · 计算机科学 2023-02-23 Ali Norouzifar , Wil van der Aalst

Workers spend a significant amount of time learning how to make good decisions. Evaluating the efficacy of a given decision, however, can be complicated -- e.g., decision outcomes are often long-term and relate to the original decision in…

机器学习 · 计算机科学 2024-03-20 Hamsa Bastani , Osbert Bastani , Wichinpong Park Sinchaisri

Agile models promote fast development. XP and Scrum are the most widely used agile models. This paper investigates the phases of XP and Scrum models in order to identify their potentials and drawbacks. XP model has certain drawbacks, such…

软件工程 · 计算机科学 2012-02-14 M. Rizwan Jameel Qureshi

Research on success factors involved in the agile transformation process is not conclusive and there is still need for guidelines to help in the transformation process considering the organizational context (culture, values, needs, reality…

软件工程 · 计算机科学 2017-11-15 Amadeu Silveira Campanelli , Florindo Silote Neto , Fernando Silva Parreiras

Teamwork is a central tenet of agile software development and various teamwork theories partially explain teamwork in that context. Big Five teamwork theory is one of the most influential teamwork theories, but prior research shows that the…

计算机与社会 · 计算机科学 2016-06-14 Diane Strode

Data science requires time-consuming iterative manual activities. In particular, activities such as data selection, preprocessing, transformation, and mining, highly depend on iterative trial-and-error processes that could be sped-up…

Recent works have proposed that software developers' positive emotion has a positive impact on software developers' productivity. In this paper we investigate two data sources: developers chat messages (from Slack and Hipchat) and source…

软件工程 · 计算机科学 2020-04-22 Miikka Kuutila , Mika Mäntylä , Maëlick Claes

The purpose of this study is to identify the characteristics of Agile development processes that impact user satisfaction. We used user reviews of OSS smartphone apps and various data from version control systems to examine the…

软件工程 · 计算机科学 2023-06-07 Minshun Yang , Seiji Sato , Hironori Washizaki , Yoshiaki Fukazawa , Juichi Takahashi