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基于logistic回归模型的Pull Request合并结果预测
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作者 陈萍 周礼亮 张卫丰 《软件导刊》 2025年第4期89-92,共4页
Pull Request是GitHub中代码贡献的一种重要方法,当开发人员希望将其代码更改从本地机器合并到存储项目中所有源代码的主存储库时,需要提交Pull Request。基于logistic回归模型对Pull Request被拒绝情况进行预测实验,预测实验中考虑的... Pull Request是GitHub中代码贡献的一种重要方法,当开发人员希望将其代码更改从本地机器合并到存储项目中所有源代码的主存储库时,需要提交Pull Request。基于logistic回归模型对Pull Request被拒绝情况进行预测实验,预测实验中考虑的输入特征为通过数据挖掘关联规则找出的影响Pull Request被拒绝的相关因素,主要包括修改变更的代码特性、Pull Request描述的文本特性、开发人员以前行为的贡献者特性以及Pull Request过程的交互等。实验评估了包含12个开源项目中140 155个Pull Request的有效性。结果表明,基于logistic回归模型的预测结果准确率为0.84,召回率为0.99,F1分数为0.91,相较基线方法均有一定提高。分析预测实验结果表明,通过数据挖掘中关联规则找出的影响因素对Pull Request合并结果具有足够的影响力,可以帮助开发人员将精力集中在主要因素上,或分配更多资源来克服关键问题,有利于避免开发人员提交的Pull Request被拒绝,减少项目成本和时间。 展开更多
关键词 Pull Request 影响因素 数据挖掘 回归模型 GitHub
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My Skateboarding Journey
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作者 杜宇扬 鲁海洁(指导) 《疯狂英语(双语世界)》 2025年第1期68-69,共2页
Everyone experiences learning new things in their lives,and I am no exception.Today,I want to share my journey of learning how to skateboard.I still remember the summer vacation when I was seven years old.One day,I sa... Everyone experiences learning new things in their lives,and I am no exception.Today,I want to share my journey of learning how to skateboard.I still remember the summer vacation when I was seven years old.One day,I saw some older kids skating in our neighborhood,zooming back and forth on their skateboards.“Wow!They look so cool!”I thought to myself.I immediately decided that I wanted to try it too,so I begged-level my mom to buy me a beginner-level skateboard. 展开更多
关键词 beginner skateboard parental purchase request SKATEBOARDING learning journey
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A Study on Balancing the Demands of Patients’Families and the Responsibilities of Medical Staff in Medical Emergencies:Starting from the Xiao Zhijun Case and the Yulin Pregnant Woman Case
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作者 Yuji Lin Yurou Zhang 《Journal of Clinical and Nursing Research》 2025年第4期168-176,共9页
Through analyzing the cases of Xiao Zhijun and the Yulin maternal jumping incident,the authors found significant disputes between the requests for non-indicated cesarean section and medical risk prevention,as well as ... Through analyzing the cases of Xiao Zhijun and the Yulin maternal jumping incident,the authors found significant disputes between the requests for non-indicated cesarean section and medical risk prevention,as well as between the psychology of avoiding childbirth pain and surgical responsibility.Currently,based on people’s current awareness and the responsibility orientation of expert opinions in disputes,medical institutions tend to satisfy family members’surgical requirements after fulfilling their obligation to fully inform about risks,to reduce the risk of losing disputes.This phenomenon actually reflects the contradiction between the demands of patients’families and the responsibilities of medical staff in medical decision-making.To balance the responsibilities of medical staff and the demands of patients’families,the authors believe that multiple governance paths need to be constructed:first,optimizing the level of medical staff’s communication;second,strengthening medical risk science popularization relying on modern information technology to improve patients’risk cognition ability;and third,raising society’s correct understanding of cesarean section through multiple channels.These measures can help to enhance patients’trust in hospital diagnosis and treatment results and promote harmonious development of doctor-patient relationships. 展开更多
关键词 Non-indicated cesarean section request Medical staff responsibility Doctor-patient relationship
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基于Python的OpenStack运维分析与实践
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作者 王艳 《计算机应用文摘》 2024年第15期30-32,共3页
使用传统的人工方式对OpenStack云平台进行运维不仅耗时耗力,而且效率低下。作为OpenStack的主要开发语言,Python为运维人员提供了强大的工具集和脚本编写能力,极大地促进了运维自动化的实现。文章展示了一个利用Python在OpenStack云平... 使用传统的人工方式对OpenStack云平台进行运维不仅耗时耗力,而且效率低下。作为OpenStack的主要开发语言,Python为运维人员提供了强大的工具集和脚本编写能力,极大地促进了运维自动化的实现。文章展示了一个利用Python在OpenStack云平台上创建、上传、查看镜像的案例。实践表明,利用Python对OpenStack私有云平台进行自动化运维可以提高运维效率、减少人为错误、降低运维成本。 展开更多
关键词 PYTHON OPENSTACK 私有云 镜像 REQUESTS
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基于python+requests的数据采集技术 被引量:1
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作者 王丹 董浪 《科技创新与生产力》 2024年第6期142-144,共3页
本文指出在数据采集、数据分析等方面,python语言是人们的不二选择。针对许多人刚开始学习采用python语言进行数据采集时思路混乱的问题,本文首先分析了基于python语言的数据采集基本流程,然后介绍了第三方请求模块requests库向目标地... 本文指出在数据采集、数据分析等方面,python语言是人们的不二选择。针对许多人刚开始学习采用python语言进行数据采集时思路混乱的问题,本文首先分析了基于python语言的数据采集基本流程,然后介绍了第三方请求模块requests库向目标地址发送请求的功能,最后通过采集某网站中的单条数据、单页数据、多页数据乃至整个网站的数据案例,逐步为初学者解释了python语言数据采集的基本步骤,并为初学者理清了python语言数据采集的思路,以此为python语言数据采集的初学者提供了一定的参考价值和学习思路。 展开更多
关键词 PYTHON REQUESTS 数据采集
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Cloud Datacenter Selection Using Service Broker Policies:A Survey
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作者 Salam Al-E’mari Yousef Sanjalawe +2 位作者 Ahmad Al-Daraiseh Mohammad Bany Taha Mohammad Aladaileh 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第4期1-41,共41页
Amid the landscape of Cloud Computing(CC),the Cloud Datacenter(DC)stands as a conglomerate of physical servers,whose performance can be hindered by bottlenecks within the realm of proliferating CC services.A linchpin ... Amid the landscape of Cloud Computing(CC),the Cloud Datacenter(DC)stands as a conglomerate of physical servers,whose performance can be hindered by bottlenecks within the realm of proliferating CC services.A linchpin in CC’s performance,the Cloud Service Broker(CSB),orchestrates DC selection.Failure to adroitly route user requests with suitable DCs transforms the CSB into a bottleneck,endangering service quality.To tackle this,deploying an efficient CSB policy becomes imperative,optimizing DC selection to meet stringent Qualityof-Service(QoS)demands.Amidst numerous CSB policies,their implementation grapples with challenges like costs and availability.This article undertakes a holistic review of diverse CSB policies,concurrently surveying the predicaments confronted by current policies.The foremost objective is to pinpoint research gaps and remedies to invigorate future policy development.Additionally,it extensively clarifies various DC selection methodologies employed in CC,enriching practitioners and researchers alike.Employing synthetic analysis,the article systematically assesses and compares myriad DC selection techniques.These analytical insights equip decision-makers with a pragmatic framework to discern the apt technique for their needs.In summation,this discourse resoundingly underscores the paramount importance of adept CSB policies in DC selection,highlighting the imperative role of efficient CSB policies in optimizing CC performance.By emphasizing the significance of these policies and their modeling implications,the article contributes to both the general modeling discourse and its practical applications in the CC domain. 展开更多
关键词 Cloud computing cloud service broker datacenter selection QUALITY-OF-SERVICE user request
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Floating Waste Discovery by Request via Object-Centric Learning
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作者 Bingfei Fu 《Computers, Materials & Continua》 SCIE EI 2024年第7期1407-1424,共18页
Discovering floating wastes,especially bottles on water,is a crucial research problem in environmental hygiene.Nevertheless,real-world applications often face challenges such as interference from irrelevant objects an... Discovering floating wastes,especially bottles on water,is a crucial research problem in environmental hygiene.Nevertheless,real-world applications often face challenges such as interference from irrelevant objects and the high cost associated with data collection.Consequently,devising algorithms capable of accurately localizing specific objects within a scene in scenarios where annotated data is limited remains a formidable challenge.To solve this problem,this paper proposes an object discovery by request problem setting and a corresponding algorithmic framework.The proposed problem setting aims to identify specified objects in scenes,and the associated algorithmic framework comprises pseudo data generation and object discovery by request network.Pseudo-data generation generates images resembling natural scenes through various data augmentation rules,using a small number of object samples and scene images.The network structure of object discovery by request utilizes the pre-trained Vision Transformer(ViT)model as the backbone,employs object-centric methods to learn the latent representations of foreground objects,and applies patch-level reconstruction constraints to the model.During the validation phase,we use the generated pseudo datasets as training sets and evaluate the performance of our model on the original test sets.Experiments have proved that our method achieves state-of-the-art performance on Unmanned Aerial Vehicles-Bottle Detection(UAV-BD)dataset and self-constructed dataset Bottle,especially in multi-object scenarios. 展开更多
关键词 Unsupervised object discovery object-centric learning pseudo data generation real-world object discovery by request
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Corrigendum Regarding Missing Ethics Approval Statements in Previously Published Articles
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《Grain & Oil Science and Technology》 CAS 2024年第1期69-69,共1页
The publisher would like to draw the reader's attention to the following errors.Ethics approval statements were not included in the published version of the following articles that appeared in previous issues of G... The publisher would like to draw the reader's attention to the following errors.Ethics approval statements were not included in the published version of the following articles that appeared in previous issues of Grain&Oil Science and Technology.The authors were contacted after publication to request ethical approval statements for the following articles. 展开更多
关键词 APPROVAL statements REQUEST
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Assessment of the Drafting Quality of Request Forms Submitted to the Malaria and Parasitology Units at the Institut Pasteur de Cote d’Ivoire
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作者 Yao Serge-Stéphane Ako Ako Bérenger Aristide +4 位作者 Sylvain Beourou Ouattara Yacouba N’Guessan Tiacoh Landry N’Dri Kouadio Thierry-Borel Toure André Offianan 《Journal of Biosciences and Medicines》 2024年第5期330-339,共10页
Biological tests provide information on the medical analysis requested by both the patient and the prescriber. It is a communication link between the prescriber and the laboratory staff. The lack of some information o... Biological tests provide information on the medical analysis requested by both the patient and the prescriber. It is a communication link between the prescriber and the laboratory staff. The lack of some information on request forms not only affects the drafting quality of the test and patient care, but could also make thousands of data produced by healthcare centers unusable. The aim of this study was to assess the drafting quality of request forms submitted to the Malaria and Parasitology Units at the Institut Pasteur de Côte d’Ivoire. Methods: It was a descriptive cross-sectional study to assess the drafting quality of request forms of various prescribers received at the Institut Pasteur de Côte d’Ivoire. This study was conducted at the Malaria and Parasitology Units, department of Parasitology and Mycology (Institut Pasteur de Côte d’Ivoire), from 6<sup>th</sup> December 2020 to 6<sup>th</sup> December 2021. The information on each request forms was recorded on a data collection form designed for this purpose. Each data collection form corresponds to a request forms and each test to a patient. Results: Out of a total of 1990 request forms received, the patient’s age and sex were missing on 18% and 26.8% of the tests respectively. More than half (51.80%) of request forms did not indicate the patient’s place of residence. Clinical information was not provided on 45.90% of the tests. Prescribers omitting their signatures were 51%, stamps were 50.3% and contacts were 71.2%. Only 5.4% of request forms were of good drafting quality. Providing all the required information on the forms could facilitate the use and analysis of data and samples. 展开更多
关键词 Laboratory QUALITY Request Forms Information
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Design & Test of an Advanced Web Security Analysis Tool (AWSAT)
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作者 Meenakshi S. P. Manikandaswamy Vijay Madisetti 《Journal of Software Engineering and Applications》 2024年第5期448-461,共14页
Considering the escalating frequency and sophistication of cyber threats targeting web applications, this paper proposes the development of an automated web security analysis tool to address the accessibility gap for ... Considering the escalating frequency and sophistication of cyber threats targeting web applications, this paper proposes the development of an automated web security analysis tool to address the accessibility gap for non-security professionals. This paper presents the design and implementation of an automated web security analysis tool, AWSAT, aimed at enabling individuals with limited security expertise to effectively assess and mitigate vulnerabilities in web applications. Leveraging advanced scanning techniques, the tool identifies common threats such as Cross-Site Scripting (XSS), SQL Injection, and Cross-Site Request Forgery (CSRF), providing detailed reports with actionable insights. By integrating sample payloads and reference study links, the tool facilitates informed decision-making in enhancing the security posture of web applications. Through its user-friendly interface and robust functionality, the tool aims to democratize web security practices, empowering a wider audience to proactively safeguard against cyber threats. 展开更多
关键词 Web Security Automated Analysis Vulnerability Assessment Web Scanning Cross-Site Scripting SQL Injection Cross-Site Request Forgery
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Erratum for previous published articles
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《Advanced Agrochem》 2024年第1期107-107,共1页
Conflict of interest statements were not included in the published version of the following articles,that appeared in the Volume 1 and Volume 2 of Advanced Agrochem.The authors were contacted after publication to requ... Conflict of interest statements were not included in the published version of the following articles,that appeared in the Volume 1 and Volume 2 of Advanced Agrochem.The authors were contacted after publication to request Conflict of interest statements for the following articles. 展开更多
关键词 SHE statements REQUEST
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Framework to Model User Request Access Patterns in the World Wide Web
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作者 Richard Hurley Robert Sturgeon 《Journal of Software Engineering and Applications》 2024年第2期69-88,共20页
In this paper, we present a novel approach to model user request patterns in the World Wide Web. Instead of focusing on the user traffic for web pages, we capture the user interaction at the object level of the web pa... In this paper, we present a novel approach to model user request patterns in the World Wide Web. Instead of focusing on the user traffic for web pages, we capture the user interaction at the object level of the web pages. Our framework model consists of three sub-models: one for user file access, one for web pages, and one for storage servers. Web pages are assumed to consist of different types and sizes of objects, which are characterized using several categories: articles, media, and mosaics. The model is implemented with a discrete event simulation and then used to investigate the performance of our system over a variety of parameters in our model. Our performance measure of choice is mean response time and by varying the composition of web pages through our categories, we find that our framework model is able to capture a wide range of conditions that serve as a basis for generating a variety of user request patterns. In addition, we are able to establish a set of parameters that can be used as base cases. One of the goals of this research is for the framework model to be general enough that the parameters can be varied such that it can serve as input for investigating other distributed applications that require the generation of user request access patterns. 展开更多
关键词 Performance Modelling World Wide Web SIMULATION User Request Access Patterns FRAMEWORK
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基于矩阵卡尔曼滤波的捷联惯导初始对准算法 被引量:8
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作者 崔潇 秦永元 +1 位作者 严恭敏 周琪 《中国惯性技术学报》 EI CSCD 北大核心 2018年第5期585-590,共6页
针对捷联惯导系统大失准角晃动基座条件下的初始对准问题,提出了一种基于矩阵卡尔曼滤波的抗干扰自对准算法。该方法将传统大失准角非线性对准问题,简化为确定初始时刻姿态的线性矩阵卡尔曼滤波估计问题。借鉴惯性系REQUEST算法,将重力... 针对捷联惯导系统大失准角晃动基座条件下的初始对准问题,提出了一种基于矩阵卡尔曼滤波的抗干扰自对准算法。该方法将传统大失准角非线性对准问题,简化为确定初始时刻姿态的线性矩阵卡尔曼滤波估计问题。借鉴惯性系REQUEST算法,将重力矢量在惯性系下的投影作为量测,利用K矩阵在对准过程中为常值特性,以其作为待估计的状态可避免系统模型误差和初始误差的影响,同时避免了传统方法对失准角大、小的假设,也不再区分粗、精对准过程,适用于任意姿态、无初值条件下的对准。在发动机振动及外界扰动条件下进行了四个方位的对准试验,试验表明,对于导航级惯导系统,算法可在5 min内完成初始对准且统计方位均方差小于3'(1σ),略优于传统算法。 展开更多
关键词 初始对准 REQUEST算法 K矩阵 矩阵卡尔曼滤波
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Ajax在Web中的应用研究 被引量:12
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作者 李健 黄晗文 +1 位作者 刘芳 陈剑英 《计算机与现代化》 2009年第7期84-87,91,共5页
Ajax通过浏览器与服务器之间的异步通信,解决了传统的Web应用中页面提交刷新过程中出现的弊端,实现了无刷新页面提交,增强了Web应用程序的互动性,改善了用户体验。本文介绍了Ajax的组成及技术框架,并通过一个实例给出了Ajax在Web开发中... Ajax通过浏览器与服务器之间的异步通信,解决了传统的Web应用中页面提交刷新过程中出现的弊端,实现了无刷新页面提交,增强了Web应用程序的互动性,改善了用户体验。本文介绍了Ajax的组成及技术框架,并通过一个实例给出了Ajax在Web开发中的典型应用,最后对Ajax技术的不足进行了分析并对Ajax的发展进行了展望。 展开更多
关键词 WEB AJAX XMLHTTP REQUEST 异步通信
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基于Ajax技术的Web应用开发研究 被引量:12
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作者 严丽平 袁可风 宋凯 《华东交通大学学报》 2007年第4期97-100,共4页
在与传统的Web应用开发模型对比的基础上,提出了一种基于Ajax技术的Web应用开发模型,分析了Ajax技术的工作原理及关键技术,并讨论了它在Web投票系统中的具体实现.
关键词 AJAX XML HTTP REQUEST DOM WEB应用
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美国空、海军下一代战斗机信息征询书概要和比较 被引量:6
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作者 高劲松 邵咏松 陈哨东 《电光与控制》 北大核心 2014年第5期53-57,共5页
介绍了美国空军和海军发布的下一代战斗机信息征询书,即"下一代战术飞机能力要求信息"和"2030年舰载攻击战斗机的关键能力需求调研",并对这两份信息征询书进行了比较。认为:这两份信息征询书都代表了美国军方的观点... 介绍了美国空军和海军发布的下一代战斗机信息征询书,即"下一代战术飞机能力要求信息"和"2030年舰载攻击战斗机的关键能力需求调研",并对这两份信息征询书进行了比较。认为:这两份信息征询书都代表了美国军方的观点,通过比较分析,可以从实证的角度得到很多美国军方关于六代机的真实想法,另外,这种基于实证的研究方法为国外六代机的研究提供了一个新的研究途径。 展开更多
关键词 下一代战斗机 美国空军 美国海军 信息征询书 第六代战斗机 REQUEST for Information (RFI)
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Ajax与STRUTS结合构建Web应用研究 被引量:13
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作者 戚艳军 刑继军 《现代电子技术》 2008年第22期57-58,66,共3页
以无刷新页面提交技术Ajax为前提,通过描述传统应用页面提交的刷新过程中出现的弊端,结合Ajax的技术特点,介绍Ajax技术中的主要组成部分及实现原理。根据Web应用框架STRUTS的工作方式,将Ajax技术与其结合,构建框架下的无刷新Web应用,并... 以无刷新页面提交技术Ajax为前提,通过描述传统应用页面提交的刷新过程中出现的弊端,结合Ajax的技术特点,介绍Ajax技术中的主要组成部分及实现原理。根据Web应用框架STRUTS的工作方式,将Ajax技术与其结合,构建框架下的无刷新Web应用,并介绍主要实现方法。通过对STRUTS框架中Ajax技术的使用,使得浏览器和服务器间异步通信,实现无刷新页面提交。最后阐述Ajax技术的优势及其结合STRUTS框架的实现特点。 展开更多
关键词 AJAX STRUTS XML HTTP REQUEST 异步通信
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基于.NET框架的Web电子邮件跟踪技术 被引量:6
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作者 殷卫红 殷脂 曹渠江 《微计算机信息》 北大核心 2005年第10X期53-55,共3页
设计并实现了一种基于Http处理管道模型的电子邮件跟踪方案,通过自定义的HttpModule类能够有效拦截HttpRequest以实现个性化的电子邮件跟踪需求,且有更强的通用性。
关键词 电子邮件跟踪 Http处理管道 HttpModule HTTP REQUEST
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大粒度Pull Request描述自动生成 被引量:2
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作者 邝砾 施如意 +2 位作者 赵雷浩 张欢 高洪皓 《软件学报》 EI CSCD 北大核心 2021年第6期1597-1611,共15页
在GitHub平台中,许多项目贡献者在提交Pull Request(PR)时往往会忽略提交PR描述,这使得提交的PR容易被评审者忽略或者拒绝.因此,自动生成PR描述以帮助项目贡献者提高PR通过率是很有必要的.然而,现有PR描述生成方法的表现会受到PR粒度影... 在GitHub平台中,许多项目贡献者在提交Pull Request(PR)时往往会忽略提交PR描述,这使得提交的PR容易被评审者忽略或者拒绝.因此,自动生成PR描述以帮助项目贡献者提高PR通过率是很有必要的.然而,现有PR描述生成方法的表现会受到PR粒度影响,无法有效为大粒度的PR生成描述.因此,该工作专注于大粒度PR描述的自动生成.首先对PR中的文本信息进行预处理,将文本中的单词作为辅助节点构建词-句异质图,以建立PR语句间的联系;随后对异质图进行特征提取,并将提取后的特征输入至图神经网络进行图表示学习,通过节点间的消息传递,使句子节点学习到更丰富的内容信息;最后,选择带有关键信息的句子组成PR描述.此外,针对PR数据集缺少人工标注的真实标签而无法进行监督学习的问题,使用强化学习指导PR描述的生成,以最小化获得奖励的负期望为目标训练模型,该过程与标签无关,并且直接提升了生成结果的表现.在真实的数据集上进行了实验,实验结果表明,提出的大粒度PR描述生成方法在F1值和可读性上优于现有方法. 展开更多
关键词 Pull Request描述 异质图神经网络 强化学习 非结构性文档 摘要生成
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JSP应用开发课程教学难点要点剖析 被引量:3
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作者 杨占胜 许作萍 张雪飞 《计算机教育》 2015年第20期96-98,共3页
针对page指令中有关页面编码的content Type属性与page Encoding属性,声明中的变量定义与Scriptlet中变量的定义,include指令与include动作,forward动作转向与response内置对象send Redirect方法转向,request内置对象的get Parameter方... 针对page指令中有关页面编码的content Type属性与page Encoding属性,声明中的变量定义与Scriptlet中变量的定义,include指令与include动作,forward动作转向与response内置对象send Redirect方法转向,request内置对象的get Parameter方法与get Attribute方法等难点和要点进行深入剖析,阐述如何更好地提高课堂教学质量。 展开更多
关键词 教学难点 JSP RESPONSE FORWARD REQUEST 课程 开发 应用
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