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In large language models (LLM)-based recommendation systems (LLM-RSs), accurately predicting user preferences by leveraging the general knowledge of LLMs is possible without requiring extensive training data. By converting recommendation…

信息检索 · 计算机科学 2024-12-20 Genki Kusano , Kosuke Akimoto , Kunihiro Takeoka

In many economically relevant contexts where machine learning is deployed, multiple platforms obtain data from the same pool of users, each of whom selects the platform that best serves them. Prior work in this setting focuses exclusively…

机器学习 · 计算机科学 2026-03-02 Adhyyan Narang , Sarah Dean , Lillian J Ratliff , Maryam Fazel

This paper describes the methodology followed and the lessons learned from employing crowdsourcing techniques as part of a homework assignment involving higher education students of computer science. Making use of a platform that supports…

While mastered by some, good scientific writing practices within Empirical Software Engineering (ESE) research appear to be seldom discussed and documented. Despite this, these practices are implicit or even explicit evaluation criteria of…

软件工程 · 计算机科学 2025-08-05 Roberto Verdecchia , Justus Bogner

Previous research has studied the impact of developer personality in different software engineering scenarios, such as team dynamics and programming education. However, little is known about how user personality affect software engineering,…

软件工程 · 计算机科学 2023-07-25 Volodymyr Biryuk , Walid Maalej

Context: With the rising complexity and scale of software systems, there is an ever-increasing demand for sophisticated and cost-effective software testing. To meet such a demand, there is a need for a highly-skilled software testing…

软件工程 · 计算机科学 2020-03-10 Vahid Garousi , Austen Rainer , Per Lauvås , Andrea Arcuri

Context: Empirical Software Engineering (ESE) faces increasing challenges due to data scale, methodological complexity, and reproducibility concerns. Large Language Models (LLMs) have emerged as promising tools to support empirical…

软件工程 · 计算机科学 2026-04-30 Victoria Gomes , Delaney Selb , Fabio Palomba , Rodrigo Spinola , David Lo

The software engineering community recently has witnessed widespread deployment of AI programming assistants, such as GitHub Copilot. However, in practice, developers do not accept AI programming assistants' initial suggestions at a high…

软件工程 · 计算机科学 2023-09-19 Jenny T. Liang , Chenyang Yang , Brad A. Myers

Context: Profiling developers is challenging since many factors, such as their skills, experience, development environment and behaviors, may influence a detailed analysis and the delivery of coherent interpretations. Objective: We aim at…

软件工程 · 计算机科学 2021-01-19 João Caldeira , Fernando Brito e Abreu , Jorge Cardoso , Ricardo Ribeiro , Claudia Werner

[Context] Online Recruitment and Selection (R&S) processes are often the first point of contact between early-career software engineers and the tech industry. Yet many candidates experience these processes as opaque, inefficient, or even…

This study introduces a benchmarking methodology designed to evaluate the performance of AI-driven recruitment sourcing tools. We created and utilized a dataset to perform a comparative analysis of search results generated by leading…

信息检索 · 计算机科学 2025-04-04 Vladimir Slaykovskiy , Maksim Zvegintsev , Yury Sakhonchyk , Hrachik Ajamian

As software becomes more complex and assumes an even greater role in our lives, formal verification is set to become the gold standard in securing software systems into the future, since it can guarantee the absence of errors and entire…

人机交互 · 计算机科学 2021-11-17 Carolina Carreira , João F. Ferreira , Alexandra Mendes , Nicolas Christin

Improved software discovery is a prerequisite for greater software reuse: after all, if someone cannot find software for a particular task, they cannot reuse it. Understanding people's approaches and preferences when they look for software…

计算机与社会 · 计算机科学 2018-05-30 Michael Hucka , Matthew J. Graham

Context: Software testing plays an essential role in product quality improvement. For this reason, several software testing models have been developed to support organizations. However, adoption of testing process models inside…

软件工程 · 计算机科学 2019-01-08 Katarína Hrabovská , Bruno Rossi , Tomáš Pitner

In this paper, we introduce the concept of the research practice gap as it is perceived in the field of software requirements engineering. An analysis of this gap has shown that two key causes for the research-practice gap are lack of…

软件工程 · 计算机科学 2014-07-17 Andrew M. Connor , Jim Buchan , Krassie Petrova

Context: Pre-publication peer review of scientific articles is considered a key element of the research process in software engineering, yet it is often perceived as not to work fully well. Objective: We aim at understanding the perceptions…

软件工程 · 计算机科学 2017-10-31 Lutz Prechelt , Daniel Graziotin , Daniel Méndez Fernández

Code LLMs are being rapidly deployed and there is evidence that they can make professional programmers more productive. Current benchmarks for code generation measure whether models generate correct programs given an expert prompt. In this…

机器学习 · 计算机科学 2023-06-08 Hannah McLean Babe , Sydney Nguyen , Yangtian Zi , Arjun Guha , Molly Q Feldman , Carolyn Jane Anderson

Context: Software testability is the degree to which a software system or a unit under test supports its own testing. To predict and improve software testability, a large number of techniques and metrics have been proposed by both…

软件工程 · 计算机科学 2018-12-07 Vahid Garousi , Michael Felderer , Feyza Nur Kilicaslan

This document introduces PlDoc, a literate programming system for Prolog. Starting point for PlDoc was minimal distraction from the programming task and maximal immediate reward, attempting to seduce the programmer to use the system.…

编程语言 · 计算机科学 2007-11-06 Jan Wielemaker , Anjo Anjewierden

This study investigates how access to Large Language Models (LLMs) and varying levels of professional software development experience affect the prioritization of cybersecurity requirements for web applications. Twenty-three postgraduate…

软件工程 · 计算机科学 2025-10-07 Damjan Fujs , Damjan Vavpotič , Tomaž Hovelja , Marko Poženel