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基于多关系结构图神经网络的代码漏洞检测
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作者 潘禺涵 舒远仲 +2 位作者 洪晟 罗斌 聂云峰 《网络安全与数据治理》 2022年第11期36-42,共7页
针对常规漏洞检测技术提取漏洞特征困难,存在高误报率和高漏报率的问题,提出了一种基于多关系结构图神经网络以及关系结构图注意力机制的源代码漏洞检测模型。首先通过代码属性图提取代码的语法和语义信息,并按照不同的语义关系划分成... 针对常规漏洞检测技术提取漏洞特征困难,存在高误报率和高漏报率的问题,提出了一种基于多关系结构图神经网络以及关系结构图注意力机制的源代码漏洞检测模型。首先通过代码属性图提取代码的语法和语义信息,并按照不同的语义关系划分成不同的关系结构图,实现了代码表示能力的增强。然后使用图神经网络对图结构进行表示学习,在网络模型中引入后向边以及关系结构图注意力机制,达到了更有效的学习漏洞特征的效果。最后为了验证模型的优势,在大型真实数据集上对模型进行了广泛评估,实验结果证明了该方法有效提高了漏洞检测能力。 展开更多
关键词 漏洞检测 图神经网络 注意力机制 关系结构图 图嵌入
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Hot compressive behavior of Ti-3.0Al-3.7Cr-2.0Fe-0.1B titanium alloy 被引量:1
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作者 王国 惠松骁 +1 位作者 叶文君 米绪军 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第12期2965-2971,共7页
The hot deformation behavior of Ti-3.0Al-3.7Cr-2.0Fe-0.1B (TACFB) titanium alloy was investigated using a Gleeble-1500D thermal simulator in the temperature range of 800-950 °C, at constant strain rate from 0.01 ... The hot deformation behavior of Ti-3.0Al-3.7Cr-2.0Fe-0.1B (TACFB) titanium alloy was investigated using a Gleeble-1500D thermal simulator in the temperature range of 800-950 °C, at constant strain rate from 0.01 s-1 to 10 s-1 and with height reduction of 70%. Flow stress and microstructure evolution during hot compression of TACFB alloy were investigated. The processing map of TACFB alloy was obtained. The results indicate that the hot deformation behavior of TACFB alloy is sensitive to the deformation temperature and strain rate. The peak flow stress decreases with increasing the test temperature and decreasing the strain rate. The constitutive relationship of TACFB alloy was obtained on the base of Arrhenius equations. When the strain rates are higher than 1.0 s-1, the dynamic recrystallization occurs, and the higher the strain rates are, the more the recrystallization is. 展开更多
关键词 titanium alloy Ti-3.0Al-3.7Cr-2.0Fe-0.1B alloy hot compressive constitutive relationship processing map dynamic recrystallization
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Exercise is recreation not medicine
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作者 Andy Smith 《Journal of Sport and Health Science》 SCIE 2016年第2期129-134,共6页
Purpose: This paper responds to the question, is exercise medicine? It does so using a qualitative case study that proposes that exercise is recreation. The study (1) describes and reflects upon an exercise is rec... Purpose: This paper responds to the question, is exercise medicine? It does so using a qualitative case study that proposes that exercise is recreation. The study (1) describes and reflects upon an exercise is recreation metaphor, (2) establishes the principles and processes used to develop a sport park within which exercise is recreation, and (3) presents a comparative analysis of the exercise is recreation approach with a UK quality framework for "exercise referrals". Methods: Four years of documentation were collated and placed into 14 categories: (1) university strategies, (2) plans of the site, (3) policy documents, (4) minutes of a steering group, (5) contemporary documents, (6) organisational charts, (7) responses to local government policies on sport, (8) consultation documents, (9) operational procedures, (10) facility specifications, (11) partnership agreements, (12) material relating to the university's work on events, (13) notes on the universities sport department, and (14) timetables. These data were analysed through a 4-stage process which used recreation as the analytical theme for a comparative analysis. Results: The characteristics of the exercise is recreation metaphor in this case are (1) a focus on the experience of the user, (2) the promotion of well-being, (3) the importance of community, (4) embracing inclusivity, (5) sport, (6) aesthetics, and (7) leisure time. The principles and processes used to develop the sport park were (1) custodianship, (2) partnerships, (3) values, (4) inter-professional working, (5) local heritage, (6) change, (7) the natural park environment, and (8) "riding the bike as you build it". The comparative analysis with a UK quality framework for "exercise referrals" clearly shows a difference from an exercise is recreation approach. Conclusion: Exercise is recreation and may enable individuals and communities to reach a state of well-being. ~ 2016 Production and hosting by Elsevier B.V. on behalf of Shanghai University of Sport. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). 展开更多
关键词 Case study EXERCISE MEDICINE RECREATION
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Structural Design of an E-Commerce Business" Yemeksepeti.com Example From Turkey
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作者 Yasin Galip Gencer Yalova University Yalova Turkey 《Chinese Business Review》 2017年第7期327-336,共10页
Electronic Commerce or E-Commerce is the concept of making trade in electronic environment which has emerged by the use of the internet in commerce and increased after 1995. Organizations started to use electronic com... Electronic Commerce or E-Commerce is the concept of making trade in electronic environment which has emerged by the use of the internet in commerce and increased after 1995. Organizations started to use electronic commerce by internet facilities nearby their traditional marketing methods to increase their sales and profits. E-Commerce has many advantages when compared to traditional trade. This paper aims to take out these advantages for the companies which want to make use of electronic commerce and includes important advices for these companies. The paper also includes the basic version of an e-commerce business, by analysing one of the most successful firms in Turkey, yemeksepeti.com in terms of an Entity-Relationship Diagram (ERD) and Event Driven Process (EDP) to explain the organizations how an e-commerce business model should be constructed systematically. An ERD is a data modeling technique which graphically illustrates an information system's entities and the relationships between those entities. On the other hand, EDP is a chain for the modeling language which is used for describing business processes and workflows of an organization. This study examines yemeksepeti.com for providing an example of these two diagrams, which should be a milestone for the newcomers of an e-commerce. Organizing an e-commerce should start with the software designs and these examples of ERD and EDP which are the base for the software of an e-commerce business. The limitations of the paper include the examination of an only one company which operates only in Turkey, thus the further research should examine a global company and/or an e-commerce business that operates in several industries. 展开更多
关键词 electronic commerce E-COMMERCE TURKEY yemeksepeti ERD EDP
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互联网资源知识本体自动构建实证研究 被引量:6
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作者 吴江 《图书情报工作》 CSSCI 北大核心 2011年第11期116-120,94,共6页
研究一种利用互联网已有资源就可以自动构建互联网资源知识本体的方法,从可以让用户对资源添加自由分类标签的网站标签中筛选出概念,根据标签与资源的关系,设计合理的规则,绘出概念关系网络地图,从概念关系网络地图中总结规律,分析出构... 研究一种利用互联网已有资源就可以自动构建互联网资源知识本体的方法,从可以让用户对资源添加自由分类标签的网站标签中筛选出概念,根据标签与资源的关系,设计合理的规则,绘出概念关系网络地图,从概念关系网络地图中总结规律,分析出构建概念之间各种级系的合理规则,编成让计算机理解的网络本体语言自动构建互联网知识本体。根据概念匹配原则,系统软件可以自动套用预给的权威词典解释,也可自动读取百度百科网站相关的概念的解释,套入本体术语解释数据库。 展开更多
关键词 本体 自由分类标签 概念关系结构图 自动构建
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