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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

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…

Onboarding newcomers is vital for the sustainability of open-source software (OSS) projects. To lower barriers and increase engagement, OSS projects have dedicated experts who provide guidance for newcomers. However, timely responses are…

Software Engineering · Computer Science 2025-05-08 Xin Tan , Xiao Long , Yinghao Zhu , Lin Shi , Xiaoli Lian , Li Zhang

Many non-traditional students in cybersecurity programs often lack access to advice from peers, family members and professors, which can hinder their educational experiences. Additionally, these students may not fully benefit from various…

Computers and Society · Computer Science 2025-01-17 Tianyu Wang , Nianjun Zhou , Zhixiong Chen

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

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

Universities have been expanding undergraduate data science programs. Involving graduate students in these new opportunities can foster their growth as data science educators. We describe two programs that employ a near-peer mentoring…

Other Statistics · Statistics 2025-08-28 Chiara Sabatti , Qian Zhao

MOOC participants often feel isolated and disconnected from their peers. Navigating meaningful peer interactions, generating a sense of belonging, and achieving social presence are all major challenges for MOOC platforms. MOOC users often…

Human-Computer Interaction · Computer Science 2021-07-16 Dilrukshi Gamage , Mark E Whiting

University students face immense challenges during their undergraduate lives, often being deprived of personalized on-demand guidance that mentors fail to provide at scale. Digital tools exist, but there is a serious lack of customized…

Information Retrieval · Computer Science 2025-11-07 Mashrur Rahman , Mantaqa abedin , Monowar Zamil Abir , Faizul Islam Ansari , Adib Reza , Farig Yousuf Sadeque , Niloy Farhan

With the rise of online learning, many novice tutors lack experience engaging students remotely. We introduce TutorUp, a Large Language Model (LLM)-based system that enables novice tutors to practice engagement strategies with simulated…

An essential part of software maintenance and evolution, refactoring is performed by developers, regardless of technology or domain, to improve the internal quality of the system, and reduce its technical debt. However, choosing the…

Software Engineering · Computer Science 2021-10-26 Anthony Peruma , Steven Simmons , Eman Abdullah AlOmar , Christian D. Newman , Mohamed Wiem Mkaouer , Ali Ouni

Research computing centers around the world struggle with onboarding new users. Subject matter experts, researchers, and principal investigators are often overwhelmed by the complex infrastructure and software offerings designed to support…

Other Computer Science · Computer Science 2026-04-24 Ayush Chaturvedi , Rob Pokorney , Elyn Fritz-Waters , Charlotte Rouse , Gary Bax , Daryl Spencer , Craig Pohl

Mentorship is critical to student academic success and persistence, especially for students from historically underrepresented (HU) groups. In a program designed to support the academic success of HU undergraduates in STEM who wish to…

Nowadays, many software projects are partially or completely open-source based. There is an increasing need for companies to participate in open-source software (OSS) projects, e.g., in order to benefit from open source ecosystems. OSS…

Software Engineering · Computer Science 2013-11-07 Fabian Fagerholm , Patrik Johnson , Alejandro Sánchez Guinea , Jay Borenstein , Jürgen Münch

Understanding which student support strategies mitigate dropout and improve student retention is an important part of modern higher educational research. One of the largest challenges institutions of higher learning currently face is the…

Information Retrieval · Computer Science 2022-10-20 Herkulaas MvE Combrink , Vukosi Marivate , Benjamin Rosman

Computer programming represents a rapidly evolving and sought-after career path in the 21st century. Nevertheless, novice learners may find the process intimidating for several reasons, such as limited and highly competitive career…

Human-Computer Interaction · Computer Science 2025-03-24 M. A. F. Aamina , V. Kavishcan , W. M. P. B. B. Jayaratne , K. K. D. S. N. Kannangara , A. A. Aamil , Achini Adikari

Context: Requirements prioritization is a challenging problem that is aimed to deliver the most suitable subset from a pool of candidate requirements. The problem is NP-hard when formulated as an optimization problem. Feedback from end…

Software Engineering · Computer Science 2026-03-31 Aurek Chattopadhyay , Nan Niu , Hui Liu , Jianzhang Zhang

This study proposes a framework for matchmaking a mentor and mentee by exploring intentions of entrepreneurs towards mentoring. The framework based on Theory of Planned Behaviour, Institutional Theory and Social Exchange Theory were applied…

Physics Education · Physics 2018-08-15 Jamshed Memon , M. Z. A. Rozan , Kamariah Ismail , Agha Jahanzeb

With the increasing multimedia information, multimodal recommendation has received extensive attention. It utilizes multimodal information to alleviate the data sparsity problem in recommendation systems, thus improving recommendation…

Information Retrieval · Computer Science 2024-03-01 Jinfeng Xu , Zheyu Chen , Shuo Yang , Jinze Li , Hewei Wang , Edith C. -H. Ngai

Our work aims at studying tools offered to learners and tutors involved in face-to-face or blended project-based learning activities. To understand better the needs and expectations of each actor, we are especially interested in the…

Computers and Society · Computer Science 2009-11-03 Christine Michel , Elise Garrot-Lavoué
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