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An AI-powered solution for detecting and categorising sponsored ad segments in YouTube videos 一个人工智能解决方案，用于检测和分类YouTube视频中的赞助广告段
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-28 DOI: 10.1016/j.simpa.2025.100759
Johnny Chan, Brice Valentin Kok-Shun
{"title":"An AI-powered solution for detecting and categorising sponsored ad segments in YouTube videos","authors":"Johnny Chan,&nbsp;Brice Valentin Kok-Shun","doi":"10.1016/j.simpa.2025.100759","DOIUrl":"10.1016/j.simpa.2025.100759","url":null,"abstract":"<div><div>This paper presents an AI-powered software solution for detecting and categorising sponsored advertisement segments in YouTube videos. By combining GPT-4 for ad identification, KeyBERT for keyword extraction, and custom prompts for grouping keywords into concise categories, the software provides a scalable and efficient alternative to traditional ad detection methods. It processes both auto-generated and manual transcripts, ensuring adaptability across varied contexts. The tool enables a deeper understanding of advertising strategies and ad-content alignment while maintaining ease of use and reproducibility. This work highlights the potential of AI in transforming digital advertisement analysis.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100759"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143913061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
FeVAcS: A package for visualizing acoustic scattering from 1D periodic obstacles FeVAcS：一个用于显示一维周期性障碍物声散射的软件包
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-28 DOI: 10.1016/j.simpa.2025.100756
Mete Öğüç , Ali Fethi Okyar , Tahsin Khajah
{"title":"FeVAcS: A package for visualizing acoustic scattering from 1D periodic obstacles","authors":"Mete Öğüç ,&nbsp;Ali Fethi Okyar ,&nbsp;Tahsin Khajah","doi":"10.1016/j.simpa.2025.100756","DOIUrl":"10.1016/j.simpa.2025.100756","url":null,"abstract":"<div><div>FeVAcS is an open-source finite element software specializing in one dimensional periodic acoustic analyses with scattering obstacles. Leveraging FEniCS Project’s computational capabilities, it solves the Helmholtz equation variational form. This tool simplifies mesh generation, enhances acoustic visualization, and enables easy parameter manipulation for obstacle and domain geometries, along with wave property adjustments. Featuring a user-friendly browser interface, FeVAcS improves accessibility and result sharing. It serves as a vital tool for understanding complexities within exterior acoustic analyses.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100756"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143888040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
OBSERVER: Observing Browser Synthetic Environments for Robotization, Verification, Efficiency, and Resilience 观察者：观察自动化、验证、效率和弹性的浏览器合成环境
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-22 DOI: 10.1016/j.simpa.2025.100752
Soham Patel , Kailas Patil , Prawit Chumchu
{"title":"OBSERVER: Observing Browser Synthetic Environments for Robotization, Verification, Efficiency, and Resilience","authors":"Soham Patel ,&nbsp;Kailas Patil ,&nbsp;Prawit Chumchu","doi":"10.1016/j.simpa.2025.100752","DOIUrl":"10.1016/j.simpa.2025.100752","url":null,"abstract":"<div><div>OBSERVER is a browser extension intended to record user interactions and their associated DOM structures in real time. It records activities including clicks, inputs, and scrolling, extracts contextual information, and exports it in JSON format. The tool improves test automation, synthetic monitoring, and debugging by offering accurate and reusable interaction data. OBSERVER employs a start-and-stop method to facilitate effective data gathering while reducing overhead. This study examines its design, applications, and prospective research prospects, emphasizing its contributions to automated testing, observability, and performance enhancement in web applications.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100752"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143870755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EduXgame: Gamified learning for secondary education EduXgame：中学教育的游戏化学习
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-05-05 DOI: 10.1016/j.simpa.2025.100761
Achour Khaoula , Lachgar Mohamed , Elloubab Aya , Ait Ouahda Younes , Laanaoui My Driss , Ourahay Mustapha
{"title":"EduXgame: Gamified learning for secondary education","authors":"Achour Khaoula ,&nbsp;Lachgar Mohamed ,&nbsp;Elloubab Aya ,&nbsp;Ait Ouahda Younes ,&nbsp;Laanaoui My Driss ,&nbsp;Ourahay Mustapha","doi":"10.1016/j.simpa.2025.100761","DOIUrl":"10.1016/j.simpa.2025.100761","url":null,"abstract":"<div><div>EduXgame is a gamified mobile application designed to enhance the learning experience of secondary education students. The application integrates AI-driven content generation, gamification features, and interactive learning tools such as quizzes, flipcards, and matching games. It provides educators with a web interface to upload chapters, which are processed by an AI model to generate learning material dynamically. eduXgame transforms traditional learning methods into engaging, competitive, and interactive experiences, making education more accessible and enjoyable for students.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100761"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143937160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RMCDA: The comprehensive R library for applying Multi-Criteria Decision Analysis methods RMCDA：用于应用多标准决策分析方法的综合R库
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-28 DOI: 10.1016/j.simpa.2025.100762
Annice Najafi, Shokoufeh Mirzaei
{"title":"RMCDA: The comprehensive R library for applying Multi-Criteria Decision Analysis methods","authors":"Annice Najafi,&nbsp;Shokoufeh Mirzaei","doi":"10.1016/j.simpa.2025.100762","DOIUrl":"10.1016/j.simpa.2025.100762","url":null,"abstract":"<div><div>Multi-Criteria Decision Making (MCDM) is a branch of operations research used in a variety of domains from health care to engineering to facilitate decision-making among multiple options based on specific criteria. Several <span>R</span> packages have been developed for the application of traditional MCDM approaches. However, as the discipline has advanced, many new approaches have emerged, necessitating the development of innovative and comprehensive tools to enhance the accessibility of these methodologies. Here, we introduce <span>RMCDA</span>, a comprehensive and universal <span>R</span> package that offers access to a variety of established MCDM approaches (e.g., <span>AHP</span>, <span>TOPSIS</span>, <span>PROMETHEE</span>, and <span>VIKOR</span>), along with newer techniques such as Stratified MCDM (<span>SMCDM</span>) and the Stratified Best–Worst Method (<span>SBWM</span>). Our open source software intends to broaden the practical use of these methods through supplementary visualization tools and straightforward installation.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100762"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143888042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HoloFarm: Enhancing agricultural learning through immersive technology HoloFarm：通过沉浸式技术增强农业学习
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-05-15 DOI: 10.1016/j.simpa.2025.100768
Muhamad Keenan Ario , Muhammad Fikri Hasani , Khairatul Balqis , Messya Carment
{"title":"HoloFarm: Enhancing agricultural learning through immersive technology","authors":"Muhamad Keenan Ario ,&nbsp;Muhammad Fikri Hasani ,&nbsp;Khairatul Balqis ,&nbsp;Messya Carment","doi":"10.1016/j.simpa.2025.100768","DOIUrl":"10.1016/j.simpa.2025.100768","url":null,"abstract":"<div><div>Extended reality in education has advanced, offering safe, immersive simulations. Agriculture, a key area, lacks urban exposure. HoloFarm, a VR-based farming simulation, addresses this gap using Unity and C#. It integrates physical movement, joystick navigation, and spatial audio for crop cultivation. Evaluated with 27 urban users via the Igroup Presence Questionnaire, it showed strong spatial (M=5.59) and general presence (M=5.81), though realism (M=4.10) and involvement (M=4.77). Future updates will enhance realism and enable collaborative learning, bridging theoretical and practical agricultural knowledge.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100768"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IrsyadStego: An open-source code to secure data using pixel differencing paradigm within the neighboring pixels of a digital image IrsyadStego：一个在数字图像的相邻像素内使用像素差异范例来保护数据的开源代码
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-28 DOI: 10.1016/j.simpa.2025.100757
Irsyad Fikriansyah Ramadhan , Ntivuguruzwa Jean De La Croix , Tohari Ahmad
{"title":"IrsyadStego: An open-source code to secure data using pixel differencing paradigm within the neighboring pixels of a digital image","authors":"Irsyad Fikriansyah Ramadhan ,&nbsp;Ntivuguruzwa Jean De La Croix ,&nbsp;Tohari Ahmad","doi":"10.1016/j.simpa.2025.100757","DOIUrl":"10.1016/j.simpa.2025.100757","url":null,"abstract":"<div><div>Ensuring secure data transmission has become crucial in modern digital communication, especially with rising risks of interception and manipulation. Steganography is vital in protecting sensitive information by embedding it within digital images without compromising their visual quality. This paper introduces IrsyadStego, an open-source using a Difference Expansion method with customized pixel difference to improve payload capacity and image fidelity. Experimental results show high PSNR and SSIM values, with a 100 dB PSNR between the cover image and the image recovered from extraction—demonstrating full reversibility. IrsyadStego supports further research, contributing to robust, secure, and efficient steganographic techniques in digital security.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100757"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PINNs-MPF: An Efficient Physics-Informed Machine Learning-based Solver for Multi-Phase-Field Simulations using Tensorflow pass - mpf：一个高效的基于物理信息的基于机器学习的求解器，用于使用Tensorflow进行多相场模拟
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-05-02 DOI: 10.1016/j.simpa.2025.100753
Seifallah Elfetni , Reza Darvishi Kamachali
{"title":"PINNs-MPF: An Efficient Physics-Informed Machine Learning-based Solver for Multi-Phase-Field Simulations using Tensorflow","authors":"Seifallah Elfetni ,&nbsp;Reza Darvishi Kamachali","doi":"10.1016/j.simpa.2025.100753","DOIUrl":"10.1016/j.simpa.2025.100753","url":null,"abstract":"<div><div>This paper introduces PINNs-MPF, a novel Machine Learning-based solver designed for Multi-Phase-Field (MPF) and diffuse interface simulations, offering innovative approaches to address complex challenges in addressing microstructure evolution in polycrystalline materials using Machine Learning. The framework not only surpasses current limitations in handling multi-phase problems but also allows for potential upscaling to tackle more intricate scenarios. Developed in Python, the related code leverages optimized libraries like TensorFlow, showcasing efficiency and potential scalability in materials science and engineering simulations. This framework, integrating advanced techniques such as multi-networking and training optimization, setting a new standard in predictive capabilities and understanding complex physical phenomena.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100753"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143903592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LISBON TPMS TOOL: An open-source tool for the design of TPMS structures for engineering applications 里斯本TPMS工具：用于工程应用的TPMS结构设计的开源工具
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-03-27 DOI: 10.1016/j.simpa.2025.100747
J.E. Santos , R.B. Ruben , P.R. Fernandes , A.P.G. Castro
{"title":"LISBON TPMS TOOL: An open-source tool for the design of TPMS structures for engineering applications","authors":"J.E. Santos ,&nbsp;R.B. Ruben ,&nbsp;P.R. Fernandes ,&nbsp;A.P.G. Castro","doi":"10.1016/j.simpa.2025.100747","DOIUrl":"10.1016/j.simpa.2025.100747","url":null,"abstract":"<div><div>Structures based on Triply periodic minimal surfaces (TPMS) are employed in catalysis, energy storage, and tissue engineering for biomedical applications, among others. They excel in mechanical performance, surface area, and transport properties compared to traditional lattice structures. This work introduces a versatile tool designed to facilitate the creation and manipulation of TPMS-based structures. It provides total control over lattice properties, for 3D printing and Finite Element simulation purposes. By operating within a Python environment, ensuring accessibility and compatibility with both online and offline workflows, LisbonTPMS-tool aims to become a valuable resource to employ TPMS-based structures in practical applications.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100747"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143807296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
BRS: A tool for detecting biocide resistance in mobile elements BRS：一种检测移动元件中杀菌剂耐药性的工具
IF 1.3
Software Impacts Pub Date : 2025-06-01 Epub Date: 2025-04-28 DOI: 10.1016/j.simpa.2025.100758
Frederico Schmitt Kremer, João Pedro Gomes Greco, Elias Eduardo Barbosa da Rosa
{"title":"BRS: A tool for detecting biocide resistance in mobile elements","authors":"Frederico Schmitt Kremer,&nbsp;João Pedro Gomes Greco,&nbsp;Elias Eduardo Barbosa da Rosa","doi":"10.1016/j.simpa.2025.100758","DOIUrl":"10.1016/j.simpa.2025.100758","url":null,"abstract":"<div><div>Biocides play a critical role in controlling microorganisms, yet their widespread use has contributed to the emergence of bacterial resistance, often linked to antibiotic cross-resistance. Multidrug-resistant pathogens pose a growing public health concern due to their adaptability and presence in various environments, including hospitals. Previously, our group developed the Biocide Resistance Scanner (BRS), a bioinformatics pipeline designed to identify biocide resistance genes in the mobilome of ESKAPE strains isolated in Brazil. Now, we detail the implementation of BRS and extend its application to the analysis of the pathogen <em>Campylobacter jejuni</em>.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"24 ","pages":"Article 100758"},"PeriodicalIF":1.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143888041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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