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EnhancedBERT: A python software tailored for arabic word sense disambiguation EnhancedBERT：专为阿拉伯语词义消歧定制的 python 软件
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100715
Sanaa Kaddoura, Reem Nassar
{"title":"EnhancedBERT: A python software tailored for arabic word sense disambiguation","authors":"Sanaa Kaddoura,&nbsp;Reem Nassar","doi":"10.1016/j.simpa.2024.100715","DOIUrl":"10.1016/j.simpa.2024.100715","url":null,"abstract":"<div><div>EnhancedBERT is a software framework designed to disambiguate Arabic polysemous terms using advanced natural language processing techniques. It integrates transformer architectures with ensemble methods to achieve high performance in understanding and processing Arabic text. The framework provides a flexible pipeline that can be directly utilized or fine-tuned according to specific needs. EnhancedBERT stands out for its ease of use, leveraging transformer-based models combined with ensemble strategies to provide superior contextual understanding. This contextual awareness makes it an invaluable tool for researchers and practitioners tackling complexities in Arabic language processing.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100715"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142703377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SmartSAT: A customizable mobile web application toward improving the efficiency and equitable access of San Antonio’s public transit services SmartSAT：可定制的移动网络应用程序，旨在提高圣安东尼奥公共交通服务的效率和公平性
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100714
Young Lee , Jeong Yang , Mohammad Al-Ramahi , Daniel Delgado
{"title":"SmartSAT: A customizable mobile web application toward improving the efficiency and equitable access of San Antonio’s public transit services","authors":"Young Lee ,&nbsp;Jeong Yang ,&nbsp;Mohammad Al-Ramahi ,&nbsp;Daniel Delgado","doi":"10.1016/j.simpa.2024.100714","DOIUrl":"10.1016/j.simpa.2024.100714","url":null,"abstract":"<div><div>SmartSAT is a mobile web application designed to enhance the efficiency and equitable access of San Antonio’s public transit services, providing real-time bus arrival predictions, notifying riders of seat availability, and gathering rider’s feedback. It aims to leverage technology to deliver an inclusive service with potential impacts for social equality, and enhancement of overall ridership experience. Two studies were conducted to access the impact of SmartSAT on the actual bus arrival times and rider’s communte experience. The findings of the arrival times analysis indicated that certain routes exhibited very slow average differences between their actual and schedule arrival times while a couple displayed a big average difference showing significant delayes and deviations from the schedules timetable. The rider experience study found that there is a differential in the feelings of access to the city’s public transit system held by poor, working-class, and Latinx communities in San Antonio. These findings suggest the need for regular minitoring and optimazation of the bus schedules to improve the effieiency and inclusive access to the current transportaiton system. The outcomes of the study primarily benefit San Antonio residents, especially for underserved communities, leading to an enhancement of its transit network infrastructure.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100714"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142704618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LandSin: A differential ML and google API-enabled web server for real-time land insights and beyond LandSin：支持差异化 ML 和谷歌 API 的网络服务器，用于实时洞察土地及其他情况
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100718
Alauddin Sabari , Imran Hasan , Salem A. Alyami , Pietro Liò , Md. Sadek Ali , Mohammad Ali Moni , AKM Azad
{"title":"LandSin: A differential ML and google API-enabled web server for real-time land insights and beyond","authors":"Alauddin Sabari ,&nbsp;Imran Hasan ,&nbsp;Salem A. Alyami ,&nbsp;Pietro Liò ,&nbsp;Md. Sadek Ali ,&nbsp;Mohammad Ali Moni ,&nbsp;AKM Azad","doi":"10.1016/j.simpa.2024.100718","DOIUrl":"10.1016/j.simpa.2024.100718","url":null,"abstract":"<div><div><em>LandSin</em>, a web application with a back-end database, is developed for global land value estimation by combining polynomial regression and differential privacy models. Leveraging local amenities and property details, <em>LandSin</em> offers key features, e.g., accurate land value and price predictions, affordability and habitability analysis, and terrain insights using Google Maps. In addition, it facilitates useful infographics, helping stakeholders identify economically deprived but habitable areas for balanced regional development. It also supports real estate agencies and community planners in finding habitable land by making data-driven decisions regarding land investments and regional planning, ensuring informed and strategic choices.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100718"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142654390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
driftViewer: Optimization of drifter trajectory search and export of oceanographic parameters driftViewer：漂浮物轨迹搜索优化和海洋参数输出
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100719
H.L. Varona , C. Noriega , S. Herold-Garcia , S.M.A. Lira , M. Araujo , F. Hernandez
{"title":"driftViewer: Optimization of drifter trajectory search and export of oceanographic parameters","authors":"H.L. Varona ,&nbsp;C. Noriega ,&nbsp;S. Herold-Garcia ,&nbsp;S.M.A. Lira ,&nbsp;M. Araujo ,&nbsp;F. Hernandez","doi":"10.1016/j.simpa.2024.100719","DOIUrl":"10.1016/j.simpa.2024.100719","url":null,"abstract":"<div><div>The study and analysis of drifter trajectories, such as buoys and floating devices, have become fundamental to understanding oceanographic phenomena. The detailed analysis of oceanographic parameters using specialized software allows researchers to study environmental changes on different temporal and spatial scales. This article explores the importance and functionalities of this type of software, highlighting its role in improving research methodologies and generating scientific knowledge applicable to oceanography and meteorology. drifViewer is a MATLAB package designed to optimize the search for drift trajectories and analyze oceanographic parameters. It allows researchers to search for drift trajectories in the AOML dataset quickly, create summary tables, and export data to MATLAB and NetCDF formats. driftViewer contributes to scientific research in oceanography and marine geology by improving the ability to model and predict drifting currents, which is essential for studies on climate change, ocean current dynamics, and marine habitat conservation. It is also a useful tool for studying the trajectories of oil slicks, microplastics, and chemical and living species.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100719"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142743489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PostgreSQL: Relational database structures application on capacitated lot-sizing for pharmaceutical tablets manufacturing processes PostgreSQL：关系型数据库结构在药物片剂生产过程中的容许批量大小上的应用
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100720
Michael Simonis , Stefan Nickel
{"title":"PostgreSQL: Relational database structures application on capacitated lot-sizing for pharmaceutical tablets manufacturing processes","authors":"Michael Simonis ,&nbsp;Stefan Nickel","doi":"10.1016/j.simpa.2024.100720","DOIUrl":"10.1016/j.simpa.2024.100720","url":null,"abstract":"<div><div>Multi-level capacitated lot-sizing problems with linked lot sizes and backorders (MLCLSP-L-B) are used in pharmaceutical tablets manufacturing processes to right-size material production lots so that costs are kept at a minimum, production resource capacities are not exceeded, and customer demand is fulfilled. Uncertain demand behavior characterizes today’s global tablets market. Pharmaceutical companies request solution approaches that solve the MLCLSP-L-B with probabilistic demand. Implementing this model in industrial applications for tablets manufacturing systems requires efficient data processing due to the amount of data and the capability to store simulated demand scenarios. This paper covers the first integration of the MLCLSP-L-B with probabilistic demand and Relational Database Structures (RDS). Modeling techniques for the RDS to process massive data are outlined. A virtual environment provides the implementation software PostgreSQL and infrastructure environment. Additionally, numerical experiments with research data are used to evaluate the agility and efficiency of the developed RDS.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100720"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142703378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VulnMiner: A comprehensive framework for vulnerability collection from C/C++ source code projects 一个全面的框架，用于从C/ c++源代码项目中收集漏洞
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100713
Guru Bhandari, Nikola Gavric, Andrii Shalaginov
{"title":"VulnMiner: A comprehensive framework for vulnerability collection from C/C++ source code projects","authors":"Guru Bhandari,&nbsp;Nikola Gavric,&nbsp;Andrii Shalaginov","doi":"10.1016/j.simpa.2024.100713","DOIUrl":"10.1016/j.simpa.2024.100713","url":null,"abstract":"<div><div>The study introduces <em>VulnMiner</em>, a comprehensive framework encompassing a data extraction tool tailored for identifying vulnerabilities in C/C++ source code. Moreover, it unveils an initial release of a vulnerability dataset, curated from prevalent projects and annotated with vulnerable and benign instances. This dataset incorporates projects with vulnerabilities labeled as Common Weakness Enumeration (CWE) categories. The developed open-source extraction tool collects vulnerability data utilizing static security analyzers. The study also fosters the machine learning (ML) and natural language processing (NLP) model’s effectiveness in accurately classifying vulnerabilities, evidenced by its identification of numerous weaknesses in open-source projects.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100713"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142742851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HCTF-PRO: A code for probabilistic analysis of process efficiency in helically coiled tube flocculators HCTF-PRO：螺旋卷管絮凝器工艺效率概率分析代码
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100717
Danieli Soares de Oliveira , Clainer Bravin Donadel
{"title":"HCTF-PRO: A code for probabilistic analysis of process efficiency in helically coiled tube flocculators","authors":"Danieli Soares de Oliveira ,&nbsp;Clainer Bravin Donadel","doi":"10.1016/j.simpa.2024.100717","DOIUrl":"10.1016/j.simpa.2024.100717","url":null,"abstract":"<div><div>In water treatment, ensuring adequate quantity and quality is crucial. The coagulation/flocculation stage is a focus of ongoing research, with novel methods being explored. Among these, the helically coiled tube flocculator (HCTF) has shown promising results in turbidity removal with reduced processing times. This study introduces a computational tool to determine the optimal HCTF length and conducts a probabilistic performance analysis. The analysis considers the uncertainties in hydraulic parameters following the definition of the flocculator’s geometric parameters, contributing to a deeper understanding and optimization of HCTF applications in water treatment.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100717"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142724076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transformer-based deep learning architecture for time series forecasting 基于变换的时间序列预测深度学习架构
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100716
G.H. Harish Nayak , Md Wasi Alam , G. Avinash , Rajeev Ranjan Kumar , Mrinmoy Ray , Samir Barman , K.N. Singh , B. Samuel Naik , Nurnabi Meherul Alam , Prasenjit Pal , Santosha Rathod , Jaiprakash Bisen
{"title":"Transformer-based deep learning architecture for time series forecasting","authors":"G.H. Harish Nayak ,&nbsp;Md Wasi Alam ,&nbsp;G. Avinash ,&nbsp;Rajeev Ranjan Kumar ,&nbsp;Mrinmoy Ray ,&nbsp;Samir Barman ,&nbsp;K.N. Singh ,&nbsp;B. Samuel Naik ,&nbsp;Nurnabi Meherul Alam ,&nbsp;Prasenjit Pal ,&nbsp;Santosha Rathod ,&nbsp;Jaiprakash Bisen","doi":"10.1016/j.simpa.2024.100716","DOIUrl":"10.1016/j.simpa.2024.100716","url":null,"abstract":"<div><div>Time series forecasting faces challenges due to the non-stationarity, nonlinearity, and chaotic nature of the data. Traditional deep learning models like RNNs, LSTMs, and GRUs process data sequentially but are inefficient for long sequences. To overcome the limitations of these models, we proposed a transformer-based deep learning architecture utilizing an attention mechanism for parallel processing, enhancing prediction accuracy and efficiency. This paper presents user-friendly code for the implementation of the proposed transformer-based deep learning architecture utilizing an attention mechanism for parallel processing.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100716"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142743490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IpyDisp v2 alias DuduTracker: A web-based version IpyDisp v2 别名 DuduTracker：网络版
IF 1.3
Software Impacts Pub Date : 2024-11-01 DOI: 10.1016/j.simpa.2024.100722
Komi Mensah Agboka , Elfatih M. Abdel-Rahman , Samira A. Mohamed , Sunday Ekesi
{"title":"IpyDisp v2 alias DuduTracker: A web-based version","authors":"Komi Mensah Agboka ,&nbsp;Elfatih M. Abdel-Rahman ,&nbsp;Samira A. Mohamed ,&nbsp;Sunday Ekesi","doi":"10.1016/j.simpa.2024.100722","DOIUrl":"10.1016/j.simpa.2024.100722","url":null,"abstract":"<div><div>This study presents the updated <em>version v2</em> of IpyDisp named <em>DuduTracker</em> which improves on the window-only-requirement of <em>IpyDisp</em>. The updated version is web-based that can be used in alternative operating systems like Ubuntu, Mac, Linux, and others. The update’s effectiveness was also evaluated using a survey involving a diverse range of users including students, data analysts, and academic researchers from different age groups, geographical locations, and computer literacy levels. Areas for future enhancement were identified, primarily focused on making the software responsive to various screen types and improving certain interface aspects.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"22 ","pages":"Article 100722"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A real-time cyberbully checker 实时网络欺凌检查器
IF 1.3
Software Impacts Pub Date : 2024-10-19 DOI: 10.1016/j.simpa.2024.100710
Johnny Chan, Shohil Kishore, Xin Yang
{"title":"A real-time cyberbully checker","authors":"Johnny Chan,&nbsp;Shohil Kishore,&nbsp;Xin Yang","doi":"10.1016/j.simpa.2024.100710","DOIUrl":"10.1016/j.simpa.2024.100710","url":null,"abstract":"<div><div>This paper introduces a cyberbully checker, an AI-driven tool designed for real-time detection and mitigation of cyberbullying. Serenity, a chat application prototype, demonstrates the checker’s capabilities by using Google’s Perspective API to analyse message toxicity instantly. The application offers user-defined toxicity tolerance levels and alerts both senders and receivers before harmful interactions occur. By integrating these features, Serenity showcases how AI can enhance online safety, empowering users and providing guardian oversight without compromising privacy. This work highlights the potential of AI-driven solutions to create safer digital communication environments for adolescents and vulnerable populations.</div></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"23 ","pages":"Article 100710"},"PeriodicalIF":1.3,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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