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Social network analytics methods are being used in the telecommunication industry to predict customer churn with great success. In particular it has been shown that relational learners adapted to this specific problem enhance the…

社会与信息网络 · 计算机科学 2020-03-20 María Óskarsdóttir , Cristián Bravo , Wouter Verbeke , Carlos Sarraute , Bart Baesens , Jan Vanthienen

Open-source software (OSS) is a critical part of the software supply chain. Recent social engineering attacks against OSS development teams have enabled attackers to become code contributors and later inject malicious code or…

软件工程 · 计算机科学 2021-07-05 Luiz Giovanini , Daniela Oliveira , Huascar Sanchez , Deborah Shands

A Software Engineering project depends significantly on team performance, as does any activity that involves human interaction. In the last years, the traditional perspective on software development is changing and agile methods have…

软件工程 · 计算机科学 2014-08-27 M. Rizwan Jameel Qureshi , Sohayp Abo Alshamat , Fatima Sabir

On signed social networks, balanced and unbalanced triangles are a critical motif due to their role as the foundations of Structural Balance Theory. The uses for these motifs have been extensively explored in networks with known edge signs,…

数据结构与算法 · 计算机科学 2026-02-17 Alexander Zhou , Haoyang Li , Anxin Tian , Zhiyuan Li , Yue Wang

This paper proposes a novel joint computation and communication cooperation approach in mobile edge computing (MEC) systems, which enables user cooperation in both computation and communication for improving the MEC performance. In…

信息论 · 计算机科学 2017-10-31 Xiaowen Cao , Feng Wang , Jie Xu , Rui Zhang , Shuguang Cui

We use gradient boosting machines and logistic regression to predict academic throughput at a South African university. The results highlight the significant influence of socio-economic factors and field of study as predictors of…

应用统计 · 统计学 2021-06-15 Rendani Mbuvha , Patience Zondo , Aluwani Mauda , Tshilidzi Marwala

The Scrum framework has gained widespread adoption in the industry for its emphasis on collaboration and continuous improvement. However, it has not reached a similar relevance in Software Engineering (SE) curricula. This work reports the…

软件工程 · 计算机科学 2024-04-24 Marco Torchiano , Antonio Vetrò , Riccardo Coppola

When the data are stored in a distributed manner, direct application of traditional statistical inference procedures is often prohibitive due to communication cost and privacy concerns. This paper develops and investigates two…

机器学习 · 统计学 2021-08-04 Jianqing Fan , Yongyi Guo , Kaizheng Wang

Decades of research suggest that information exchange in groups and organizations can reliably improve judgment accuracy in tasks such as financial forecasting, market research, and medical decision-making. However, we show that improving…

综合经济学 · 经济学 2021-04-26 Joshua Becker , Douglas Guilbeault , Ned Smith

Networking is central to the growth and visibility of software engineering research and researchers. However, opportunities and capacities to build such networks are not easily identified and often are unevenly distributed. While networking…

软件工程 · 计算机科学 2026-01-19 Shalini Chakraborty

Agile methods, and Scrum in particular, are widely taught in software engineering education; however, there is limited empirical evidence on how these practices function in long-running, student-led projects under academic and hybrid work…

软件工程 · 计算机科学 2026-01-08 Nadia Damianova , Santiago Berrezueta-Guzman

A relevant, sometimes overlooked, quality criterion for communities in graphs is that they should be well-connected in addition to being edge-dense. Prior work has shown that leading community detection methods can produce poorly-connected…

社会与信息网络 · 计算机科学 2025-08-07 The-Anh Vu-Le , Minhyuk Park , Ian Chen , George Chacko , Tandy Warnow

The Agile Manifesto describes that the most efficient and effective method of conveying information to and within a development team is through face-to-face conversation. However that is not always possible when teams are working in a…

软件工程 · 计算机科学 2019-10-22 Tatiane Lautert , Adolfo Gustavo Serra Seca Neto , Nadia P. Kozievitch

Traditionally, software quality is thought to depend on sound software engineering and development methodologies such as structured programming and agile development. However, high quality software depends just as much on high quality…

软件工程 · 计算机科学 2017-01-24 Emily Weimar , Ariadi Nugroho , Joost Visser , Aske Plaat , Martijn Goudbeek , Alexander P. Schouten

Measuring research impact and ranking academic achievement are important and challenging problems. Having an objective picture of research institution is particularly valuable for students, parents and funding agencies, and also attracts…

人工智能 · 计算机科学 2016-11-16 Yujie Qian , Yinpeng Dong , Ye Ma , Hailong Jin , Juanzi Li

Research shows that community plays a central role in learning, and strong community engages students and aids in student persistence. Thus, understanding the function and structure of communities in learning environments is essential to…

This paper presents an approach to the study of cognitive activities in collaborative software development. This approach has been developed by a multidisciplinary team made up of software engineers and cognitive psychologists. The basis of…

人机交互 · 计算机科学 2016-08-14 Pierre Robillard , Patrick D'Astous , Françoise Détienne , Willemien Visser

Structural balance theory predicts that triads in networks gravitate towards stable configurations. The theory has been verified for undirected graphs. Since real-world networks are often directed, we introduce a novel method for…

社会与信息网络 · 计算机科学 2024-05-07 Rezvaneh Rezapour , Ly Dinh , Lan Jiang , Jana Diesner

Online teaching has become a new reality due to the COVID-19 pandemic raising a lot of questions about its learning outcomes. Recent studies have shown that peer communication positively affects learning outcomes of online teaching.…

计算机与社会 · 计算机科学 2022-04-12 Natalya Kozhevnikova

Information sharing between individuals is crucial to improve performance in collective tasks. However, in a competitive world, individuals may be reluctant to share information with the others, and it is still unclear how the presence of…

物理与社会 · 物理学 2026-05-04 Ye Wang , Andrea Civilini , Anzhi Sheng , Xiaojie Chen , Long Wang , Vito Latora