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Systematic review (SR) is a popular research method in software engineering (SE). However, conducting an SR takes an average of 67 weeks. Thus, automating any step of the SR process could reduce the effort associated with SRs. Our objective…

计算与语言 · 计算机科学 2024-05-09 Aleksi Huotala , Miikka Kuutila , Paul Ralph , Mika Mäntylä

Despite a growing ecosystem of tools supporting Systematic Literature Reviews (SLRs), integrating them into user-friendly workflows remains challenging. The Streamlined Workflow for Automating Machine-Actionable Systematic Literature…

数字图书馆 · 计算机科学 2026-03-06 Tim Wittenborg , Allard Oelen , Manuel Prinz

Large language models (LLMs) are increasingly used in the social sciences to simulate human behavior, based on the assumption that they can generate realistic, human-like text. Yet this assumption remains largely untested. Existing…

计算与语言 · 计算机科学 2025-11-26 Nicolò Pagan , Petter Törnberg , Christopher A. Bail , Anikó Hannák , Christopher Barrie

As applications grow in capability, they also grow in complexity. This complexity in turn gets pushed into modules and libraries. In addition, hardware configurations become increasingly elaborate, too. These two trends make understanding,…

软件工程 · 计算机科学 2018-03-21 Ronny Brendel , Bert Wesarg , Ronny Tschüter , Matthias Weber , Thomas Ilsche , Sebastian Oeste

Context. The problem of comparative evaluation of communication protocols for task orchestration by large language model (LLM) agents is considered. The object of study is the process of interaction between LLM agents and external tools, as…

人工智能 · 计算机科学 2026-04-24 Ivan Dobrovolskyi

This work discusses an important issue in the area of human resource management by proposing a novel model for creation and evaluation of software teams. The model consists of several assessments, including a technical test, a quality of…

计算机与社会 · 计算机科学 2015-12-03 Surayne Torres , Yadenis Pinero , Pedro Pinero , Luiz Fernando Capretz

Information retrieval (IR) and recommender systems (RS) have been employed for addressing search tasks executed during literature review and the overall scholarly communication lifecycle. Majority of the studies have concentrated on…

信息检索 · 计算机科学 2016-09-07 Aravind Sesagiri Raamkumar , Schubert Foo , Natalie Pang

Interactive machine learning (IML) is a field of research that explores how to leverage both human and computational abilities in decision making systems. IML represents a collaboration between multiple complementary human and machine…

人机交互 · 计算机科学 2022-04-21 Kory W. Mathewson , Patrick M. Pilarski

Self-paced learning (SPL) is a new methodology that simulates the learning principle of humans/animals to start learning easier aspects of a learning task, and then gradually take more complex examples into training. This new-coming…

人工智能 · 计算机科学 2017-03-30 Zilu Ma , Shiqi Liu , Deyu Meng

Trusted computing defines how to securely measure, store, and verify the integrity of software controlling a computer. One of the major challenges that make them hard to be applied in practice is the issue with software updates.…

密码学与安全 · 计算机科学 2021-01-06 Wojciech Ozga , Do Le Quoc , Christof Fetzer

As LLMs make their way into many aspects of our lives, one place that warrants increased scrutiny with LLM usage is scientific research. Using LLMs for generating or analyzing data for research purposes is gaining popularity. But when such…

人机交互 · 计算机科学 2024-05-13 Chirag Shah

Background: The computationally intensive task of real-time rendering can be offloaded to remote cloud systems. However, due to network latency, interactive remote rendering (IRR) introduces the challenge of interaction latency (IL), which…

网络与互联网体系结构 · 计算机科学 2019-05-21 Richard Cloete , Nick Holliman

In this report, we aim at establishing proper ways for model checking the global security of distributed systems, which are designed consisting of set of localised security policies that enforce specific issues about the security expected.…

密码学与安全 · 计算机科学 2012-05-30 Alejandro Mario Hernandez

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

User experience is a critical factor Large Language Model (LLM) serving systems must consider, where service level objectives (SLOs) considering the experience of individual requests and system level metrics (SLMs) considering the overall…

机器学习 · 计算机科学 2025-10-30 Zhibin Wang , Shipeng Li , Yuhang Zhou , Xue Li , Zhonghui Zhang , Nguyen Cam-Tu , Rong Gu , Chen Tian , Guihai Chen , Sheng Zhong

Systematic Literature Reviews (SLRs) are fundamental to scientific progress, yet the process is hindered by a fragmented tool ecosystem that imposes a high cognitive load. This friction suppresses the iterative, exploratory nature of…

Context: The globalisation of activities associated with software development and use has introduced many challenges in practice and for research. While the predominant approach to research in software engineering has followed a positivist…

软件工程 · 计算机科学 2021-02-01 Tony Clear , Stephen G. MacDonell

Large Language Models (LLMs) are increasingly used for planning tasks, offering unique capabilities not found in classical planners such as generating explanations and iterative refinement. However, trust--a critical factor in the adoption…

人工智能 · 计算机科学 2025-02-28 Shenghui Chen , Yunhao Yang , Kayla Boggess , Seongkook Heo , Lu Feng , Ufuk Topcu

The rapid advancement of large language models (LLMs) has demonstrated milestone success in a variety of tasks, yet their potential for generating harmful content has raised significant safety concerns. Existing safety evaluation approaches…

计算与语言 · 计算机科学 2025-05-22 Tianqi Du , Zeming Wei , Quan Chen , Chenheng Zhang , Yisen Wang

The process of linking databases that contain sensitive information about individuals across organisations is an increasingly common requirement in the health and social science research domains, as well as with governments and businesses.…

密码学与安全 · 计算机科学 2025-05-14 Peter Christen , Rainer Schnell , Anushka Vidanage
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