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Mentorship in open source software (OSS) is a vital, multifaceted process that includes onboarding newcomers, fostering skill development, and enhancing community building. This study examines task-focused mentoring strategies that help…

Human-Computer Interaction · Computer Science 2025-01-13 Zixuan Feng , Igor Steinmacher , Marco Gerosa , Tyler Menezes , Alexander Serebrenik , Reed Milewicz , Anita Sarma

The role of mentorship on protege performance is a matter of importance to academic, business, and governmental organizations. While the benefits of mentorship for proteges, mentors and their organizations are apparent, the extent to which…

Physics and Society · Physics 2010-06-14 R. Dean Malmgren , Julio M. Ottino , Luis A. N. Amaral

To grow their businesses, entrepreneurs often rely on equity funding. This paper focuses on two elements of entrepreneur-investor equity negotiations: the number of potential investors and the contractual complexity surrounding investor…

General Economics · Economics 2026-03-31 Evgeny Kagan , Kyle Hyndman , Anyan Qi

This article examines the promising prospects and potential hurdles associated with the development of MentorAI, a conceptual AI-driven mentorship platform for professional growth yet to be actualized. The article explores the essential…

Computers and Society · Computer Science 2024-07-31 Rahul Bagai , Vaishali Mane

With the rapid growth of technology, emerging IT professionals increasingly require mentorship to secure positions in the field. Recognizing this need, ReCoded has enhanced the skill set of their tech Bootcamp graduates by introducing the…

Human-Computer Interaction · Computer Science 2024-10-17 Huda Najm Alabbas

Small and medium enterprises (SMEs) face growing cyber threats but often lack the resources and expertise needed to adopt Zero Trust Architecture (ZTA). This pilot study examines the drivers and barriers shaping SME perceptions of ZTA…

Cryptography and Security · Computer Science 2026-05-21 Yu Deng , Anushia Inthiran

The process of matching startup founders with venture capital investors is a necessary first step for many modern technology companies, yet there have been few attempts to study the characteristics of the two parties and their interactions.…

Computers and Society · Computer Science 2020-05-11 Yasyf Mohamedali

Knowing that an enterprise is a complex reality, it is necessary to develop a modeling framework allowing the description of system structure and dynamics that alter the structure. The concept of enterprise modeling addresses this need and…

Computers and Society · Computer Science 2013-01-01 Sabria Hadj Tayeb , Myriam Noureddine

Entrepreneurship requires navigating open-ended, ill-defined problems: identifying risks, challenging assumptions, and making strategic decisions under deep uncertainty. Novice founders often struggle with these metacognitive demands, while…

Human-Computer Interaction · Computer Science 2025-08-18 Evey Jiaxin Huang , Matthew Easterday , Elizabeth Gerber

Mentoring is traditionally viewed as a dyadic, top-down apprenticeship. This perspective, however, overlooks other forms of informal mentoring taking place in everyday activities in which developers invest time and effort, but remain…

Software Engineering · Computer Science 2023-02-08 Zixuan Feng , Amreeta Chatterjee , Anita Sarma , Iftekhar Ahmed

The purpose of this study was to model the impact of mentoring on women's work-life balance. Indeed, this study considered mentoring as a solution to create a work-life balance of women. For this purpose, semi-structured interviews with…

General Economics · Economics 2023-05-26 Parvaneh Bahrami , Saeed Nosratabadi , Khodayar Palouzian , Szilard Hegedus

The recruitment of new personnel is one of the most essential business processes which affect the quality of human capital within any company. It is highly essential for the companies to ensure the recruitment of right talent to maintain a…

Machine Learning · Computer Science 2015-04-09 Gaurav Singh Thakur , Anubhav Gupta , Sangita Gupta

Mentoring software is a pivotal innovation in addressing critical challenges in teacher development within educational institutions. This study explores the transformative potential of digital mentoring platforms, evaluating their impact on…

Computers and Society · Computer Science 2025-02-19 Ramiro Pesina

Mentoring is a key component of scientific achievements, contributing to overall measures of career success for mentees and mentors. A common success metric in the scientific enterprise is acquiring a large research group, which is believed…

Data Analysis, Statistics and Probability · Physics 2022-08-11 Yanmeng Xing , Ying Fan , Roberta Sinatra , An Zeng

Collaborative learning techniques have significantly advanced in recent years, enabling private model training across multiple organizations. Despite this opportunity, firms face a dilemma when considering data sharing with competitors --…

Machine Learning · Computer Science 2023-10-31 Nikita Tsoy , Nikola Konstantinov

In an ever-changing world, even software that fulfils its requirements may have un-envisioned aftereffects with significant impacts. We explored how such impacts can be better understood at the pre-design phase in support of organisational…

Software Engineering · Computer Science 2023-06-19 Andrew Darby , Pete Sawyer , Nelly Bencomo

This mentoring resource is a guide to establishing and running near-peer mentorship programs. It is based on the working knowledge and best practices developed by the Access Network, a collection of nine student-led communities at…

Using Privacy-Enhancing Technologies (PETs) for machine learning often influences the characteristics of a machine learning approach, e.g., the needed computational power, timing of the answers or how the data can be utilized. When…

Artificial Intelligence · Computer Science 2024-11-12 Sascha Löbner , Sebastian Pape , Vanessa Bracamonte , Kittiphop Phalakarn

This study seeks to understand the factors influencing the adoption of an incident handling strategy by organisational cloud service users. We propose a conceptual model that draws upon the Situation Awareness (SA) model and Protection…

Computers and Society · Computer Science 2015-05-13 Nurul Hidayah Ab Rahman , Kim-Kwang Raymond Choo

Purpose: Understanding the formation of entrepreneurial intentions is critical, given that it is the first step in the entrepreneurial process. Although entrepreneurial intention has been extensively studied, little attention has been paid…

General Economics · Economics 2024-01-26 Antonio Rafael Ramos-Rodriguez , Jose Aurelio Medina-Garrido , Jose Ruiz-Navarro
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