Search Results - "Information and software technology"

Successful combination of database search and snowballing for identification of primary studies in systematic literature studies by Wohlin, Claes, Kalinowski, Marcos, Romero Felizardo, Katia, Mendes, Emilia

“…A good search strategy is essential for a successful systematic literature study. Historically, database searches have been the norm, which was later…”
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Guidelines for including grey literature and conducting multivocal literature reviews in software engineering by Garousi, Vahid, Felderer, Michael, Mäntylä, Mika V.

“…A Multivocal Literature Review (MLR) is a form of a Systematic Literature Review (SLR) which includes the grey literature (e.g., blog posts, videos and white…”
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Automation of systematic literature reviews: A systematic literature review by van Dinter, Raymon, Tekinerdogan, Bedir, Catal, Cagatay

“…Systematic Literature Review (SLR) studies aim to identify relevant primary papers, extract the required data, analyze, and synthesize results to gain further…”
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Predictive maintenance using digital twins: A systematic literature review by van Dinter, Raymon, Tekinerdogan, Bedir, Catal, Cagatay

“…•The first SLR in predictive maintenance using Digital Twins.•42 primary studies were analyzed.•Key questions for designing a predictive maintance model were…”
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Transparency and explainability of AI systems: From ethical guidelines to requirements by Balasubramaniam, Nagadivya, Kauppinen, Marjo, Rannisto, Antti, Hiekkanen, Kari, Kujala, Sari

“…•The AI ethical guidelines of 16 organizations emphasize explainability as the core of transparency.•A model and a template are proposed for the systematic…”
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A survey on dataset quality in machine learning by Gong, Youdi, Liu, Guangzhen, Xue, Yunzhi, Li, Rui, Meng, Lingzhong

“…With the rise of big data, the quality of datasets has become a crucial factor affecting the performance of machine learning models. High-quality datasets are…”
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BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection by Cao, Sicong, Sun, Xiaobing, Bo, Lili, Wei, Ying, Li, Bin

“…Previous studies have shown that existing deep learning-based approaches can significantly improve the performance of vulnerability detection. They represent…”
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Guidelines for conducting systematic mapping studies in software engineering: An update by Petersen, Kai, Vakkalanka, Sairam, Kuzniarz, Ludwik

“…Systematic mapping studies are used to structure a research area, while systematic reviews are focused on gathering and synthesizing evidence. The most recent…”
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Identifying, categorizing and mitigating threats to validity in software engineering secondary studies by Ampatzoglou, Apostolos, Bibi, Stamatia, Avgeriou, Paris, Verbeek, Marijn, Chatzigeorgiou, Alexander

“…Secondary studies are vulnerable to threats to validity. Although, mitigating these threats is crucial for the credibility of these studies, we currently lack…”
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A systematic review of unsupervised learning techniques for software defect prediction by Li, Ning, Shepperd, Martin, Guo, Yuchen

“…Unsupervised machine learners have been increasingly applied to software defect prediction. It is an approach that may be valuable for software practitioners…”
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Static analysis of android apps: A systematic literature review by Li, Li, Bissyandé, Tegawendé F., Papadakis, Mike, Rasthofer, Siegfried, Bartel, Alexandre, Octeau, Damien, Klein, Jacques, Traon, Le

“…Static analysis exploits techniques that parse program source code or bytecode, often traversing program paths to check some program properties. Static…”
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Requirements engineering for artificial intelligence systems: A systematic mapping study by Ahmad, Khlood, Abdelrazek, Mohamed, Arora, Chetan, Bano, Muneera, Grundy, John

“…In traditional software systems, Requirements Engineering (RE) activities are well-established and researched. However, building Artificial Intelligence (AI)…”
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Challenges and solutions when adopting DevSecOps: A systematic review by Rajapakse, Roshan N., Zahedi, Mansooreh, Babar, M. Ali, Shen, Haifeng

“…DevOps (Development and Operations) has become one of the fastest-growing software development paradigms in the industry. However, this trend has presented the…”
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From monolithic systems to Microservices: An assessment framework by Auer, Florian, Lenarduzzi, Valentina, Felderer, Michael, Taibi, Davide

“…Re-architecting monolithic systems with Microservices-based architecture is a common trend. Various companies are migrating to Microservices for different…”
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How to design gamification? A method for engineering gamified software by Morschheuser, Benedikt, Hassan, Lobna, Werder, Karl, Hamari, Juho

“…•A method for engineering gamified software is presented. It was developed via:1.Systematic review of past literature and methods to identify design…”
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Digital-twin-based testing for cyber–physical systems: A systematic literature review by Somers, Richard J., Douthwaite, James A., Wagg, David J., Walkinshaw, Neil, Hierons, Robert M.

“…Cyber–physical systems present a challenge to testers, bringing complexity and scale to safety-critical and collaborative environments. Digital twins enhance…”
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On the performance of hybrid search strategies for systematic literature reviews in software engineering by Mourão, Erica, Pimentel, João Felipe, Murta, Leonardo, Kalinowski, Marcos, Mendes, Emilia, Wohlin, Claes

“…When conducting a Systematic Literature Review (SLR), researchers usually face the challenge of designing a search strategy that appropriately balances result…”
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What is wrong with topic modeling? And how to fix it using search-based software engineering by Agrawal, Amritanshu, Fu, Wei, Menzies, Tim

“…Topic modeling finds human-readable structures in unstructured textual data. A widely used topic modeling technique is Latent Dirichlet allocation. When…”
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Quantum computing challenges in the software industry. A fuzzy AHP-based approach by Awan, Usama, Hannola, Lea, Tandon, Anushree, Goyal, Raman Kumar, Dhir, Amandeep

“…The current technology revolution has posed unexpected challenges for the software industry. In recent years, the field of quantum computing (QC) technologies…”
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COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction by Feng, Shuo, Keung, Jacky, Yu, Xiao, Xiao, Yan, Bennin, Kwabena Ebo, Kabir, Md Alamgir, Zhang, Miao

“…Generally, there are more non-defective instances than defective instances in the datasets used for software defect prediction (SDP), which is referred to as…”
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