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REGA: Real-Time Emotion, Gender, Age Detection Using CNN - A Review REGA:实时情绪,性别,年龄检测使用CNN -综述
Pub Date : 2020-01-20 DOI: 10.15439/2020KM18
D. Sharma, S. Dutta, Dibya Jyoti Bora
—In this paper we describe a methodology and an algorithm to estimate the real-time age, gender, and emotion of a human by analyzing of face images on a webcam. Here we discuss the CNN based architecture to design a real-time model. Emotion, gender and age detection of facial images in webcam play an important role in many applications like forensics, security control, data analysis, video observation and human-computer interaction. In this paper we present some method & techniques such as PCA,LBP, SVM, VIOLA-JONES, HOG which will directly or indirectly used to recognize human emotion, gender and age detection in various conditions.
在本文中,我们描述了一种方法和算法,通过分析网络摄像头上的面部图像来估计人类的实时年龄、性别和情感。在这里,我们讨论了基于CNN的架构来设计一个实时模型。网络摄像头面部图像的情感、性别、年龄检测在取证、安全控制、数据分析、视频观察、人机交互等领域发挥着重要作用。本文介绍了PCA、LBP、SVM、VIOLA-JONES、HOG等方法和技术,这些方法和技术将直接或间接地用于各种情况下的人类情感识别、性别和年龄检测。
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引用次数: 1
Implementing Cyclic Redundancy Check as Error Correction Technique in HDLC 循环冗余校验作为HDLC纠错技术的实现
Pub Date : 2020-01-20 DOI: 10.15439/2020KM13
Shardeep Kaur Sooch, Meenu Gupta, Rakesh Kumar
— Any successful communication is governed by some set of rules to manage the flow control of the transmitted data. One such protocol is High-level Data Link Control (HDLC) which is a bit-oriented protocol used for communication over the point to point or multipoint links. Residing in the data link layer (layer 2) of Open System Interconnection (OSI), this protocol transmits data in frames. HDLC can be used for detecting the errors in the data which are induced during the transmission from sender to receiver. This paper focuses on not only detecting the error but also correcting it by using Cyclic Redundancy Check (CRC). Cyclic codes are a special type of linear Block Codes in which one codeword can be cyclically shifted to obtain another codeword. The CRC generator is modulo-2 added with the data in the information frame of HDLC and the remainder is obtained. When this data is sent over any transmission channel, there are high chances of data being erroneous due to interference of unrequired signals in the channel. When data reaches the receiver end, a similar modulo-2 addition is carried to obtain another remainder. This remainder is compared with the remainder transmitted by the sender. The two compared remainders detect the location of the error bit which is corrected by flipping that specific bit. This reduces the need for Automatic Repeat Request (ARQ) mechanisms to obtain the correct information as the data can be self-corrected at the receiver end.
任何成功的通信都是由一组规则来管理传输数据的流控制。其中一种协议是高级数据链路控制(HDLC),它是一种面向位的协议,用于点对点或多点链路上的通信。该协议位于开放系统互连(OSI)的数据链路层(第二层),以帧的形式传输数据。HDLC可用于检测从发送方到接收方传输过程中产生的数据误差。本文的重点是利用循环冗余校验(CRC)来检测和纠正错误。循环码是一种特殊类型的线性分组码,其中一个码字可以循环移动以获得另一个码字。CRC发生器对HDLC信息帧中的数据进行模2相加,得到余数。当此数据通过任何传输通道发送时,由于通道中不需要的信号的干扰,数据出错的可能性很大。当数据到达接收端时,进行类似的模2加法以获得另一个余数。这个余数与发送方发送的余数进行比较。两个比较余数检测错误位的位置,通过翻转该特定位来纠正错误位。这减少了对自动重复请求(ARQ)机制获取正确信息的需求,因为数据可以在接收端自我纠正。
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引用次数: 0
A Perspective on the Intersection of Information Security Policies and IA Awareness, Factoring in End-User Behavior 资讯安全政策与资讯保安意识的交集,以及最终用户行为的考量
Pub Date : 2020-01-20 DOI: 10.15439/2020KM1
Ph.D S. Raschid Muller
— In 2017 Executive Order 13800 was enacted for all federal entities to use the NIST Cybersecurity Framework to report on FISMA compliance. According to GAO-19-545 report sixteen agencies were identified as failing to successfully implement FISMA regulations rooted in information security policies (ISPs). This paper will introduce the link between information assurance awareness with the prescribed actions and its direct influence on information security policies. While organizations are conscious of the federal rules and regulations, most continue to fail to successfully implement and comply with the guidelines due to a sincere lack of information assurance and awareness, which ties directly into human behavior. A discussion on the intersection of information security awareness and behavior will be presented. The UTAUT theory measures and informs the researcher on factors that influence the end-user. Con-clusively, recommendations will be offered on why organizations need to invest in a mechanism that measures these factors, which increases information awareness to change behavior, thus achieving better compliance with their organizational ISPs.
- 2017年颁布了13800号行政命令,要求所有联邦实体使用NIST网络安全框架报告FISMA合规性。根据GAO-19-545报告,16个机构被确定为未能成功实施基于信息安全政策(isp)的FISMA法规。本文将介绍信息保障意识与规定行动之间的联系及其对信息安全政策的直接影响。虽然组织意识到联邦规则和条例,但由于缺乏信息保障和意识,大多数组织仍然无法成功地实现和遵守指导方针,这与人类行为直接相关。我们将讨论信息安全意识与行为的交集。UTAUT理论测量并告知研究者影响最终用户的因素。最后,将提出建议,说明为什么组织需要投资于测量这些因素的机制,从而提高信息意识以改变行为,从而更好地遵守其组织的isp。
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引用次数: 1
Relationship between Employer Branding and Corporate Social Responsibility 雇主品牌与企业社会责任的关系
Pub Date : 2020-01-20 DOI: 10.15439/2020KM19
J. Tomar, S. Agarwal, K. R. Chaturvedi
Employer branding defines an employer's reputation as a potential employer, an employee's value proposition, as opposed to a general brand name and value proposition for consumers. Employer branding is an effective tool for the purpose of creating competitive advantage. It facilitates the treatment of employees as internal clients and also presents the image of the organization as a desirable place to work. Thus, attract the most talented workforce. In recent times, corporate social responsibility (CSR) has developed into a vital part of business. Companies must integrate public obligations towards internal as well as external stakeholders in their operations. For any organization, human resource is the most important stakeholder group. Thus, employers should focus on improving the employer-employee relationship. This study is conducted to determine the how the social responsibility of the company supports the employer branding in companies and what CSR communication methods are used by the companies to improve employer attractiveness. The research process includes literary analysis and empirical research and is based on content analysis to find out relationship between social commitment and employer branding.
雇主品牌定义了雇主作为潜在雇主的声誉,员工的价值主张,而不是一般的品牌名称和消费者的价值主张。雇主品牌是创造竞争优势的有效工具。它促进了员工作为内部客户的待遇,也呈现了组织作为理想工作场所的形象。因此,吸引最有才华的劳动力。近年来,企业社会责任(CSR)已经发展成为企业的一个重要组成部分。公司必须在其运营中整合对内部和外部利益相关者的公共义务。对于任何组织来说,人力资源都是最重要的利益相关者群体。因此,雇主应该注重改善雇主与雇员的关系。本研究旨在确定公司的社会责任如何支持公司的雇主品牌,以及公司使用哪些CSR传播方法来提高雇主吸引力。研究过程包括文献分析和实证研究,以内容分析为基础,找出社会承诺与雇主品牌之间的关系。
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引用次数: 0
Decision Making Of Suitable Bioenergy Power Plant Location: A Case Study 生物能源发电厂选址决策:一个案例研究
Pub Date : 2020-01-20 DOI: 10.15439/2020KM32
Muhammed Sütçü, F. Güner, Ramazan Duran, Ismet Söylemez
Selection of an appropriate place for biomass power plant is very essential, balance of transported amount and collected amount should be in a balance. Otherwise, transportation cost is going to cause huge loss of profits. According to references that referred in literature review, to determine appropriate places for biomass power plant, facility location problem have applied. This research addresses Facility Location Problem and then Mixed Integer Programming Model is developed which maximizes the potential value of facilities is going to be built. That model is used for solving different size of problems such as number of cities that is going to be selected and transportation budget. After 21 different size of the model is solved, the solution is compared and ideal solution trying to be elected. Therefore, the case of electing 3 cities or 5 cities should have 3 billion budget and 7 city electing should have 5 billion budget with respect to regression trend line. For this purpose, the logistics on Turkey, biomass potential and cost in mind, the most appropriate location and the type of bioenergy plants should be selected in this study.
为生物质发电厂选择一个合适的地点是非常必要的,运输量和收集量的平衡应处于平衡状态。否则,运输成本将造成巨大的利润损失。根据文献综述中提到的参考文献,为确定生物质发电厂的适宜选址,应用了设施选址问题。本文研究了设施选址问题,在此基础上建立了以拟建设施的潜在价值最大化为目标的混合整数规划模型。该模型用于解决不同规模的问题,如将要选择的城市数量和交通预算。在求解了21个不同尺寸的模型后,对解进行比较,试图选出理想解。因此,在回归趋势线上,3个城市或5个城市选举的情况应该有30亿预算,7个城市选举的情况应该有50亿预算。为此,应在本研究中选择土耳其的物流,生物质潜力和成本,最合适的位置和生物能源工厂类型。
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引用次数: 1
Sentiment Analysis on Twitter by Using TextBlob for Natural Language Processing 基于TextBlob自然语言处理的Twitter情感分析
Pub Date : 2020-01-20 DOI: 10.15439/2020KM20
Ditiman Hazarika, Gopal Konwar, Shuvam Deb, Dibya Jyoti Bora
— The Internet has become an innovative platform regarding online learning, exchanging content, sharing views. In this paper, we will use Twitter as our social networking platform. Sentiment analysis on Twitter is based on opinion mining on posts to obtain the user’s point of view. The leading goal deals with how opinion mining techniques can be accessed to analyze some of the tweets in many reports involving various types of tweet languages on Twitter and classify its polarity. Practical implication shows that the proposed machine learning classifiers are efficient and highly accurate.
——互联网已成为在线学习、交流内容、分享观点的创新平台。在本文中,我们将使用Twitter作为我们的社交网络平台。Twitter上的情感分析是基于对帖子的意见挖掘来获得用户的观点。主要目标是处理如何使用意见挖掘技术来分析Twitter上涉及各种类型推文语言的许多报告中的一些推文,并对其极性进行分类。实际应用表明,所提出的机器学习分类器具有较高的准确率和效率。
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引用次数: 17
Proposed Hypothesis on replacing Non-Deterministic Approach to Abstraction due to the exhibition of faulty speculations 由于错误推测的出现而提出的替代非确定性抽象方法的假设
Pub Date : 2020-01-20 DOI: 10.15439/2020KM17
Shreya Indukuri, Anil Kumar Reddy Konda, M. J. Sharma
— Non-Determinism is the word that is used to refer to an event or a series of the same that is said to be unpredictable but is assumed to be belonging to a domain of possibilities. From the inception, non-deterministic approaches have played a huge role in statistics, machine design, the definition of Random, and a few other domains to mention. Non-Deter-ministic processes are defined as the paths that lead to no fixed state but a set of possible states instead. One of the crucial reasons would be delving into the human understanding of processes and the ability to justify happenings around. A behavior that has accumulated throughout the evolution of mankind is to explain boundaries based on what is being perceived. The argument of Human Understanding of processes around can be of huge prominence as they play a vital role in explaining and demystifying a lot of misconceptions. One such aspect that is a resultant of this phenomenon would be a nondeterministic approach. The key focus of this paper will be on emphasizing how humans are limited to perceiving reality, how several mis-conceptions have accumulated around misstated definitions by the virtue of the same, have a closer look at Randomness, a sheer epitome of the same, and also propose a few potential applications that are affected by the hitherto stated problem.
-非决定论这个词是用来指一个事件或一系列相同的,据说是不可预测的,但被认为是属于可能性的领域。从一开始,非确定性方法就在统计学、机器设计、随机定义和其他一些领域发挥了巨大的作用。非确定性过程被定义为没有固定状态,而是一组可能状态的路径。其中一个关键原因将是深入研究人类对过程的理解以及为周围发生的事情辩护的能力。在人类进化过程中积累的一种行为是根据所感知的东西来解释边界。人类对周围过程的理解的论点可以非常突出,因为它们在解释和消除许多误解方面发挥了至关重要的作用。这种现象的结果之一就是不确定性方法。本文的重点是强调人类是如何局限于感知现实的,一些错误的概念是如何通过相同的美德围绕错误的定义积累起来的,仔细研究随机性,这是相同的一个纯粹的例子,并提出一些受迄今为止所述问题影响的潜在应用。
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引用次数: 0
Correlates of Talent Management: An Empirical Analysis 人才管理相关因素的实证分析
Pub Date : 2020-01-20 DOI: 10.15439/2020KM6
Ravindra Sharma, Geeta Rana, Shivani Agarwal
This paper attempts to measure talent management in India industry, using a standard questionnaire (Jayaraman et al. 2018). The data was obtained from a randomly drawn group of 378 managers from India's IT, telecommunication, power and Banking industries. The current study reports important co-relations among managers and talent management of age and hierarchy. ANOVA reported a significant difference in talent management between businesses and companies (technology and ownership) although the organisational life cycle position wasn't significant. This study concludes with implications for practioners and explores areas for further research.
本文试图使用标准问卷来衡量印度行业的人才管理(Jayaraman et al. 2018)。这些数据是从印度IT、电信、电力和银行业随机抽取的378名经理中获得的。本研究报告了年龄和层级对管理者和人才管理的重要影响。方差分析报告了企业和公司(技术和所有权)之间人才管理的显著差异,尽管组织生命周期位置不显著。本研究总结了对从业者的启示,并探讨了进一步研究的领域。
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引用次数: 0
Sustainable Evolution of Business during Covid-19 Pandemic - Innovation a New Normal 2019冠状病毒病大流行期间企业的可持续发展——创新成为新常态
Pub Date : 2020-01-20 DOI: 10.15439/2020KM21
Mark Cherukuri, Praneet Amul Akash Cherukuri
The timing of COVID 19 and the effects due to the pandemic were never expected by any economic researchers nor were any organization ready to face such a depressing situation. Nevertheless, during these adverse effects, many businesses were able to manage their organizations, keep up with their products, and still make profits. Also, the pandemic became a platform for many long-existing technologies and new technology inventions that were backstage for many years to come into the limelight. While the pandemic showed great losses to organizations and businesses worldwide, the technology, Healthcare, and medical devices sectors turned out to be one of the most profit-making companies. In this paper, we tried to understand the business, managerial and technological decisions that played a key role in bringing these technologies into the limelight during these adverse situations and outline some of the most popular businesses amongst them.
新冠疫情发生的时机和影响是任何经济研究人员和任何组织都没有预料到的,也没有准备好面对如此令人沮丧的局面。然而,在这些不利影响中,许多企业能够管理他们的组织,跟上他们的产品,并且仍然盈利。此外,大流行也为许多长期存在的技术和新技术发明提供了平台,这些技术和新技术发明在多年后才成为人们关注的焦点。虽然疫情给全球组织和企业造成了巨大损失,但技术、医疗保健和医疗器械行业却成为最赚钱的公司之一。在本文中,我们试图了解在这些不利情况下将这些技术引入聚光灯下发挥关键作用的业务,管理和技术决策,并概述其中一些最受欢迎的业务。
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引用次数: 0
The Effect of Corporate Social Responsibility Factor on the Sustainable Development of Industrial SMEs: A Case Study in Hanoi-Vietnam 企业社会责任因素对工业中小企业可持续发展的影响——以越南河内市为例
Pub Date : 2020-01-01 DOI: 10.15439/2020KM23
Hung Do Hai, Cung Nguyen Huu
Implementing social responsibility activities (CSR) towards sustainable development (Sustainable Development) is one of the issues that businesses pay special attention. The study selected research scope in Hanoi, Vietnam. Applying qualitative and quantitative methods to evaluate the influence and the degree of influence of the corporate social responsibility factor on the sustainable development of industrial small and medium enterprises (SMEs) in Hanoi, Vietnam. The study carried out a survey of 182 industrial SMEs allocated according to different business sectors and territories in Hanoi. The research results showed that the social activities of enterprises have a positive influence on the sustainable development of industrial small and medium-sized enterprises in Hanoi, besides other factors such as: Conscious innovation; Finance; Human resources; Local support policies and the manufacturing. Objectives of the study: This study aims to evaluate the impact of corporate social responsibility factors on the sustainable development of small and medium industrial enterprises in Hanoi, among other factors such as: Manufacturing technology; Business’s resource enterprises; Innovation; Local support policies. Keyword—Sustainable Development; Industrial SMEs; Social Responsibility
实施社会责任活动(CSR)以实现可持续发展(sustainable development)是企业特别关注的问题之一。本研究选取越南河内市为研究范围。运用定性和定量方法评价企业社会责任因素对越南河内市中小工业企业可持续发展的影响及影响程度。该研究对河内182家工业中小企业进行了调查,根据不同的商业部门和地区进行了分配。研究结果表明:企业社会活动对河内市中小工业企业的可持续发展具有正向影响,其他因素包括:自觉创新;金融;人力资源;地方扶持政策与制造业。研究目的:本研究旨在评估企业社会责任因素对河内市中小工业企业可持续发展的影响,其中包括:制造技术;企业的资源型企业;创新;本地支持策略。Keyword-Sustainable发展;工业中小企业;社会责任
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引用次数: 1
期刊
International Conference on Research in Management & Technovation
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