4月 21, 2022

essay代写:企业对大数据的使用

essay代写:企业对大数据的使用。在当今时代,大数据和分析的作用被观察到嵌入到人们的商业对话中。当前可用的数据量非常大。根据思科的一份报告,据预测,每年连接到IP网络的设备数量将是全球人口的三倍(Fan & Bifet, 2013)。数据的使用在当今时代已经发生了变化。数字世界和商业流程带来了快速的发展。随着数据的增长或导致企业转型或增长的关键,数据现在已经成为一种商业货币。

大数据将继续增长,数据将被分析。它仍在发展。大数据的实施是企业困惑的主要原因之一。法律在不断变化,人们在这个过程中不断受到影响。对公司来说,最重要的问题之一是版权问题,确保公民或公司的合法权利得到维护。人们面临的法律问题和隐私权受到质疑(Fan, Han & Liu, 2014)。法律并不总是与技术的发展同步。这些公司不能在这个过程中提出版权要求。参与过程的所有涉众都会受到这个问题的影响。对这些公司来说,对数据的解释本身就成了一个道德问题。这些公司不能根据数据对环境的影响做出决策。

存在许多用于创建解决方案的模型。这些公司需要保持竞争力,并做出适合自己的决策。它们必须满足涉众的期望。大量的数据是可用的。然而,由公司做出的决定落在某些关键人员身上(Zikopoulos & Eaton, 2011)。因此,公司需要意识到这些人的角色,并确保合适的人被雇用。这些是创建解决方案时必须考虑的重要因素

大数据已经存在于所有的系统中。他们无处不在。它将继续存在,在不久的将来不会被取代。由于大数据的普及,企业需要将其作为一种工具来实施它们。管理人员需要根据可用数据的质量做出决策。决策是根据人们可以获得的数据的质量做出的。这些人需要确保他们遵守当地的法律,了解公司的资源并获得解决方案。数据挖掘是帮助业务分析人员提出解决方案的重要工具。描述性、预测性和说明性是公司提出解决方案可用的三种方法。这些公司需要确保他们解决了道德、隐私、安全和合适的人员进行商业分析的问题。一些差距仍然存在,这只能通过对流程的动态分析来解决。最终,决策取决于提供给公司的数据。他们需要使用这些数据作为工具,并得出相应的解决方案。

Big data will continue to grow and the data will be analysed. It is still evolving. The big data implementation is one of the major reasons for the companies to be confounded. The law keeps changing and the people are impacted constantly in this process. One of the most important issues for the companies is the issues of copyright and ensuring that the legal rights of the citizens or the companies are maintained. The legal issues that the people face and the rights to privacy become questioned (Fan, Han & Liu, 2014). The law is not always in tandem with the growth of the technology. The companies cannot make copyright claim in this process. All the stakeholders who are involved in the process are impacted by this issue. The interpretation of the data in itself becomes an ethical issue for the companies. The companies cannot make decisions based on the ways in which the data impacts the environment.

A number of models exist for the creation of solution. The companies need to stay competitive and make decisions that are appropriate for them. They must meet stakeholder expectations. Huge volumes of data are available. However, the decision that is taken by the company falls on certain key personnel (Zikopoulos & Eaton, 2011). Hence, companies need to be aware of the role of these people and ensure that the right person is employed for the jobs. These are the important factors that must be considered for the creation of the solution

Big data is already in all the systems. They are ubiquitous. It is here to stay and will not be replaced in the near future. Owing to the prevalence of the big data, the companies need to use it as a tool to implement them. The management needs to make the decisions based on the quality of data that is available. The decisions are made from the quality of data that is available for the people. The people need to ensure that they are compliant with the local laws and aware of the resources of the company and derive solutions. The data mining is an important tool that helps the business analyst to come up with solutions. Descriptive, predictive and prescriptive are the three methods that are available for the companies to come up with solution. The companies need to ensure that they address the issues of ethics, privacy, security and appropriate personnel for this business analytics. Some of the gaps continue to exist and this can be addressed only with dynamic analysis of the processes. Ultimately, the decisions that are made depend on the data that is provided to the companies. They need to use these data as a tool and derive appropriate solutions for the same.

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