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Proceedings of the 2019 International SPBPU Scientific Conference on Innovations in Digital Economy最新文献

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Changes in functional responsibilities of HR-specialists in connection with the digital transformation of companies 随着公司数字化转型,人力资源专家职能职责的变化
O. Rasskazova, I. Alexandrov, A. Burmistrov, Maria Siniavina
In the digital economy, companies will no longer be able to rely upon the old management models. In the digital transformation, it is crucial to pay attention to the introduction of new technologies and changes in the mind-set of employees, as well as to the development of digital culture in the company. The HR department becomes a service that closely interacts with the personnel. HR specialists start to play a leading role in helping the team members at various stages of the project, from inception to completion. The HR department becomes a service that closely interacts with the personnel, turns into an analytical centre that helps businesses to see new opportunities through new technologies, tools and approaches to the personnel, and becomes the direction that should be first of all affected by the changes. Formation of the efficient project teams also becomes an important functional direction. At present there exists a number of models, approaches and criteria for evaluating the efficiency of teamwork. Among other conditions for their effective work is the correct selection of team players and identification of their tasks. When looking at digital teams, a systematic approach should be used, which takes into account the interaction of its members with the internal and external environment of the company.
在数字经济中,企业将不再能够依赖旧的管理模式。在数字化转型中,关注新技术的引入和员工思维方式的变化,以及公司数字文化的发展是至关重要的。人力资源部门成为与员工密切互动的服务部门。人力资源专家开始在项目的各个阶段(从开始到完成)帮助团队成员发挥主导作用。人力资源部门成为与员工密切互动的服务,成为通过新技术、新工具和新方法帮助企业发现新机会的分析中心,成为应该首先受到变化影响的方向。组建高效的项目团队也成为一个重要的职能方向。目前,评价团队合作效率的模型、方法和标准多种多样。他们有效工作的其他条件之一是正确选择团队成员和确定他们的任务。在看待数字化团队时,应该采用一种系统的方法,考虑到其成员与公司内部和外部环境的互动。
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引用次数: 1
Improving the efficiency of scientific research based on digitalization 提高基于数字化的科研效率
V. Borovik, A. Borovik
A problem of efficiency growth of scientific and technological development by means of a purposeful management of the research process is analyzed. Rationing of working time is one of the important tools stimulating the activities of scientists. However, the issue of rationing research work in the scientific community remains open and controversial, since it is difficult to objectively assess the validity of established relationships only taking into account its specific features. The problem consists in the incompliance of the existing management system of scientific research with the requirements of scientific and technological development. The digital modeling of scientific problem solution was studied as an efficient tool of a precise, targeted management of the scientific search. It was shown that one of the priority goals of digitalization consists in a significantly exact and operational numeric calculation of forecasted results under the conditions of innovative development on the basis of use of factors that in reality reflect the conditions and means of system functioning. The purpose of the study: to develop a model for unambiguous determination of the research process management strategy when solving a scientific problem, taking into account real conditions based on a digital model. Tasks solved: 1. To explore the possibilities of quantitative assessment to justify the choice of a strategy for solving a scientific problem based on a digital model; 2. To develop a strategy for solving a scientific problem based on a digital model. The theoretical justification of strategy of a scientific problem modeling is provided. On the basis of the analysis of retrospective information of results of previous research with the help of a multi factor correlation and regressive analysis the digital modeling was carried out which allows creating the management strategy of a scientific problem solution. The digital strategy model can significantly reduce the time spent on research.
分析了通过对科研过程进行有目的的管理来提高科技发展效率的问题。工作时间配给是激发科学家活动的重要手段之一。然而,科学界配给研究工作的问题仍然是开放和有争议的,因为仅考虑其具体特征很难客观地评估已建立的关系的有效性。问题在于现有的科研管理体制与科技发展的要求不相适应。研究了科学问题求解的数字化建模作为科学检索精确、有针对性管理的有效工具。结果表明,数字化的优先目标之一是在利用现实中反映系统运行条件和手段的因素的基础上,对创新发展条件下的预测结果进行精确和可操作的数值计算。本研究的目的是:建立一个基于数字模型,在考虑实际情况的情况下,在解决科学问题时明确确定研究过程管理策略的模型。解决的任务:探索定量评估的可能性,以证明选择基于数字模型的解决科学问题的策略是正确的;2. 在数字模型的基础上制定解决科学问题的策略。给出了科学问题建模策略的理论依据。在回顾分析前人研究成果的基础上,运用多因素相关分析和回归分析方法,进行数字化建模,建立科学的问题解决管理策略。数字化战略模型可以显著减少花费在研究上的时间。
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引用次数: 4
Digital Transformations in the Development of Cooperative Network Interactions 合作网络交互发展中的数字化转型
V. Kuimov, L. Yushkova, E. Scherbenko, Yu. V. Gunyakov
Currently, we can observe several trends arising in modern development, namely, the transformation of digital technologies and the formation of fundamentally different properties for the development of business on their basis, as well as significant changes in the practice of business, community, consumer and government interactions. The article analyzes the processes of business development of new realities of markets and modern technologies, digitalization, and intellectual solutions as a result of basic innovation of post-industrial development. This creates new opportunities that are qualitatively different from before and require significant changes in management, interfirm and interpersonal relationships, policies of states and organizations. In researching these phenomena, we use the data obtained during our own research in the field of studying the connection of the formation of cooperative-network relations with the development of digital technologies in the modern economy. The findings of the study were obtained through the use of an integrated method that operationalizes and develops previously published works in the marketing aspect in the context of cooperation and integration of enterprises from the standpoint of co-competition and the phenomenon of collective reputation of economic agents. We can state that new processes are developing in the following directions: intensification of work with consumers and focus on the adjustments of activities and products to the consumer and his needs; change of enterprise's operational processes and increased use of modern digital technologies, chiefly software products, including those based on digital platforms; changes in business models of enterprises and, above all, the development of an effective process of achieving competitiveness and growth of economic efficiency in the value chains of cooperative network interactions. We can conclude that at specific enterprises, in their interactions with partners, infrastructure organizations, state and municipal bodies, a modern post-industrial development trend---the widespread introduction of digital technologies arises.
目前,我们可以观察到现代发展中出现的几个趋势,即数字技术的转型,在其基础上形成了商业发展的根本不同属性,以及商业、社区、消费者和政府互动的实践发生了重大变化。本文分析了后工业发展基础创新带来的市场新现实、现代技术、数字化和智能解决方案的商业发展过程。这创造了与以往有质的不同的新机会,需要在管理、公司间和人际关系、国家和组织的政策方面作出重大改变。在研究这些现象时,我们使用了自己在研究现代经济中数字技术发展与合作网络关系形成的关系领域所获得的数据。本研究的结果是通过使用一种综合方法获得的,该方法从共同竞争和经济主体集体声誉现象的角度出发,在企业合作和整合的背景下,对先前发表的营销方面的作品进行了操作和发展。我们可以说,新的过程正在向以下方向发展:加强与消费者的合作,重点是调整活动和产品以满足消费者及其需求;企业运营流程的改变和现代数字技术的使用增加,主要是软件产品,包括基于数字平台的软件产品;企业商业模式的变化,尤其是在合作网络互动的价值链中实现竞争力和经济效率增长的有效过程的发展。我们可以得出结论,在特定的企业中,在与合作伙伴、基础设施组织、州和市政机构的互动中,出现了一种现代后工业发展趋势——广泛引入数字技术。
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引用次数: 1
Regional differentiation of digital economy development in the Russian Federation 俄罗斯联邦数字经济发展的区域差异
E. Rodionova, Zhanna Kuzminykh, E. Gamova
The present stage of the world economy development is marked by building and sustaining the digital economy, which, driven by the effective use of information and communication technology (ICT), is making unprecedented advances and eventually overtakes the traditional economy. Harnessing the digital economy technologies is particularly relevant for Russia, since the country needs to move from its current resource-oriented national economy model towards the innovative one while facing severe economic sanctions. The Russian Federation is characterized by uneven socio-economic development of its constituent entities (regions). The authors attempt to test their hypothesis suggesting regional differentiation of indicators of the digital economy development. In view of ICT application as the primary driver of the latter, the article analyzes statistical indicators related to ICT usage by organizations and the population across the Russian regions. The assessment technique employed includes the calculation of range and relative range, variance, standard deviation, and coefficient of variation. It has been found that the digital economy development across the Russian regions is rather even: for all estimated indicators except one, the coefficient of variation has a value of less than 0.33. At the regional level, greater disparity is observed in the use of digital economy technologies by the population, while organizations demonstrate higher homogeneity. The Russian regions which are leading or lagging behind in terms of the digital economy development are clearly visible. The proposed methodology provides an efficient tool for prompt and accurate identification of problematic areas in the digital economy development, which offers important implications for policy-makers and practitioners at all levels.
当前世界经济发展的特点是建立和维持数字经济。在信息通信技术有效利用的推动下,数字经济正在取得前所未有的发展,并最终超越传统经济。利用数字经济技术对俄罗斯来说尤为重要,因为该国需要在面临严重经济制裁的同时,从目前以资源为导向的国民经济模式转向创新经济模式。俄罗斯联邦的特点是其组成实体(地区)的社会经济发展不平衡。本文试图对数字经济发展指标存在区域差异的假设进行检验。鉴于信息通信技术的应用是后者的主要驱动因素,本文分析了与俄罗斯各地区各组织和人口使用信息通信技术有关的统计指标。评估技术包括计算极差和相对极差、方差、标准差和变异系数。研究发现,俄罗斯各地区的数字经济发展相当均匀:除了一个估计指标外,所有估计指标的变异系数都小于0.33。在区域一级,人口对数字经济技术的使用存在较大差异,而组织则表现出较高的同质性。在数字经济发展方面,俄罗斯领先或落后的地区清晰可见。所提出的方法为快速准确地识别数字经济发展中的问题领域提供了一种有效的工具,对各级政策制定者和从业者具有重要意义。
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引用次数: 1
Critical Points In The Formation And Implementation System Of The Fundamental Science And Technology Innovations Life Cycle 基础科技创新生命周期体系形成与实施的关键点
O. Lebedev, T. Mokeeva, Anis Alamshoev
Issues of developing and implementing fundamental science and technology innovations is particularly relevant in current times due to the escalation of qualitatively new problems of the socio-economic development of society. However, their analysis has a predominantly descriptive form of separate stages, processes, and procedures, and is not formed on the framework of clear criteria and indicators. Fundamental science and technology innovations, based on qualitatively new physical principles, make it possible to significantly increase the efficiency of the whole social production and the social spheres of society. The life cycle of fundamental science and technology innovations is a structurally and functionally complex integrated system which includes the birth of ideas for future innovative products, the process of their materialization, material realization, and later, the operation and disposal processes due to the depletion of their consumer properties. This study determines the critical points in the system of forming and implementing the life cycle of fundamental science and technology innovations as a single integrated process in the form of specific indicator gauges. These points determine the time parameters and characteristics of the life cycle of the fundamental scientific and technological innovations, its efficiency and quality. Future products start to become obsolete the moment the idea of them is generated. The authors conceptually determined that the process of a scientifically novel idea becoming obsolete can be described by an exponential curve. This is presented in the corresponding graph. The authors determined the life cycle stages of the fundamental scientific and technological innovations and established that the pre-production stage presents an opportunity to use combination effects during two or more stages of the life cycle and to use iteration procedures. This creates new possibilities for raising the efficiency and quality of the life cycle, contributing to a significant reduction in the level of various kinds of risks. This paper is of interest to specialists in the field of innovation studies, socio-economic efficiency of science and technical progress, engineering economics in the area of information technologies, to engineers and research staff, as well as to university students, graduate students, and professors.
发展和实施基础科学和技术创新的问题在当前尤为重要,因为社会的社会经济发展出现了质的新问题。然而,他们的分析主要是对单独的阶段、过程和程序的描述形式,而不是在明确的标准和指标框架上形成的。基础科学技术创新是建立在新的物理原理基础上的,它使整个社会生产和社会各领域的效率显著提高成为可能。基础科技创新的生命周期是一个结构和功能复杂的综合系统,包括未来创新产品的构思诞生、物化过程、物化实现过程,以及后来由于其消费属性耗尽而产生的操作和处置过程。本研究以具体指标量规的形式确定了基础科技创新生命周期作为单一集成过程形成和实施的系统关键点。这些点决定了基础科技创新生命周期的时间参数和特征、效率和质量。未来的产品在产生想法的那一刻就开始过时了。作者从概念上确定,一个科学上新颖的想法被淘汰的过程可以用指数曲线来描述。这在相应的图表中显示。作者确定了基础科学和技术创新的生命周期阶段,并确定了生产前阶段提供了在生命周期的两个或更多阶段中使用组合效应和使用迭代过程的机会。这为提高生命周期的效率和质量创造了新的可能性,有助于显著降低各种风险的水平。本文对创新研究领域的专家、科学技术进步的社会经济效率、信息技术领域的工程经济学、工程师和研究人员以及大学生、研究生和教授都很有兴趣。
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引用次数: 1
Modeling Publication Activity of the Faculty and Managing Scientific Indicators of the University 学院出版活动建模与学校科学指标管理
O. Zyateva, E. Pitukhin, I. Peshkova
The article is devoted to the development of tools for analysis and forecasting of performance indicators of Russian universities that have a direct impact on the performance of the program «Digital Economy of the Russian Federation», as well as national projects. The proposed tools are based on mathematical modeling of the results of the publication activity of the University faculty, presented in the world's leading scientometric systems. For example, we consider one of the leading Russian universities (excluding branches). The publications of its employees in publications indexed in information-analytical systems of scientific citation Scopus and Web of Science from 2000 to 2018 were analyzed. All employees were divided into groups, depending on their publication activity, expressed in the form of the annual number of publications. When modeling the transition of employees from one group to another, depending on the number of their publications, the apparatus of Markov chains was used. The constructed model was used to predict possible scenarios of changes in the total number of publications of the organization in the databases of Scopus and Web of Science. The direct task of implementing several scenarios of increasing the number of publications was considered, as well as the inverse problem of finding a management solution to achieve a result in a timely manner. As a result, it was found that the most acceptable for this University scenario is the one in which a third of the faculty staff annually increases the number of publications by 1.5 units within two years. From a practical point of view, the presented results are useful for the University administration to assess the current state of the publication activity of the organization as a whole and its improvement in the near future. This will lead to an increase in the indicators of scientific activity of the University and strengthen its position in the world rankings. The use of the proposed tools will contribute to the solution of tasks to achieve the indicators of the program «Digital Economy of the Russian Federation», in particular, Russia's place in the ranking of GTCI, as well as the national projects «Education» and «Science».
本文致力于开发分析和预测俄罗斯大学绩效指标的工具,这些指标对“俄罗斯联邦数字经济”计划以及国家项目的绩效有直接影响。提出的工具是基于大学教师出版活动结果的数学建模,在世界领先的科学计量系统中呈现。例如,我们考虑俄罗斯领先的大学之一(不包括分支机构)。分析2000 - 2018年该公司员工在科学引文信息分析系统Scopus和Web of Science收录的出版物中发表的论文。所有的雇员根据他们的出版活动被分成小组,以年度出版物数量的形式表示。在对员工从一个群体到另一个群体的转变建模时,根据他们的出版物数量,使用了马尔可夫链装置。构建的模型用于预测该组织在Scopus和Web of Science数据库中的出版物总数变化的可能情景。会议审议了执行增加出版物数量的若干设想的直接任务,以及寻找管理解决办法以及时取得成果的逆向问题。结果发现,对于这所大学来说,最可接受的方案是三分之一的教职员工在两年内每年增加1.5单位的出版物数量。从实际的角度来看,所提出的结果对大学行政当局评估整个组织出版活动的现状及其在不久的将来的改进是有用的。这将导致大学科学活动指标的增加,并加强其在世界排名中的地位。所提出的工具的使用将有助于解决实现“俄罗斯联邦数字经济”计划指标的任务,特别是俄罗斯在GTCI排名中的位置,以及国家项目“教育”和“科学”。
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引用次数: 3
Digitalization in Services: Barriers of Regulation 服务业的数字化:监管障碍
O. Zhevnyak, E. Shablova
The Fourth Industrial Revolution is associated with a significant impact of modern technology in all areas of society. Digitalization of services leads to new types of services, its providers, ways of provision and consumption. The services are regulated by different branches of law. The authors investigated the civil law regulation. The goal was to explore government regulation of services in the digital economy. The authors tried to answer the following questions. Is the state able to regulate digitalization? Is this regulation necessary? Is it possible to do without it? What are the barriers to digitalization: state regulation, its absence or methods of regulation? What are the ways to overcome these barriers? How will the regulation of services develop? Methods. The consistent analysis of the civil law method of the regulation of the services, of the practice of changes in the regulation of the digital economy, of the essence of the Fourth Industrial Revolution, has been carried out. As a result, the regulatory barriers for the development of digitalization of services have been identified, the proposals for overcoming the barriers have been made, and the development of regulation has been forecasted. Results. The barriers to the development of digitalization of services may be the backlog of state regulation, restrictive state regulation and imperative regulation of contractual relations. The suggestions for overcoming these barriers have been made. Russia uses the regulation of the digital economy, which is of a permissive and imperative nature, while the flexible regulation and its decentralization, the freedom of participants to introduce and use new technologies and products are necessary. During the Fourth Industrial Revolution, the state will significantly lag in regulation from rapidly developing relations, therefore the center of regulation will shift from the state to the participants. The large service providers can become such flexible regulatory centers.
第四次工业革命与现代技术对社会各个领域的重大影响有关。服务数字化带来了新的服务类型、提供者、提供方式和消费方式。这些服务受不同法律部门的管制。笔者对民事法律规制进行了探讨。其目的是探索政府对数字经济中服务的监管。作者试图回答以下问题。国家有能力监管数字化吗?这个规定有必要吗?没有它能行吗?数字化的障碍是什么:国家监管、缺乏监管还是监管方法?克服这些障碍的方法是什么?服务监管将如何发展?方法。对服务监管的民法方法、对数字经济监管变化的实践、对第四次工业革命的本质进行了一致的分析。结果,确定了服务数字化发展的监管障碍,提出了克服这些障碍的建议,并对监管的发展进行了预测。结果。阻碍服务数字化发展的障碍可能是国家监管的积压、国家监管的限制性和合同关系的强制性监管。已经提出了克服这些障碍的建议。俄罗斯使用的是数字经济的监管,这是一种允许和强制的性质,而灵活的监管及其去中心化,参与者引进和使用新技术和新产品的自由是必要的。在第四次工业革命时期,国家的监管将明显滞后于快速发展的关系,因此监管的中心将从国家转向参与者。大型服务提供商可以成为这种灵活的监管中心。
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引用次数: 0
Economic aspects of national security 国家安全的经济方面
Tatyana Feofilova, E. Radygin, J. Alekseeva, Fedor Ivanov
Ensuring the security of the country's economy is an element of national security strategies of the state. With the development of digital technologies, threats that can harm the economy of the company and the state as a whole are transformed accordingly in economic relations. The aim of the work is to find reliable arguments confirming the reality of threats to national security, the source of which was the shadow activity of individuals in the digital economy. The object of the study were digital technologies in the financial sector, the subject of financial flows of individuals. Statistical information on transactions made in the banking sector with the use of electronic means of payment was used as an empirical base. The dynamics and structure of payments in the banking sector are studied. Applying the methods of comparison, it was found that the number of questionable transactions was decreased, and the structure of cashing money for the purposes of the shadow economy was changed due to an increase in the share of cashing through online stores in the banking sector. The number and volume of operations carried out with the use of plastic cards has increased. The most significant increase (9.7 times) in the volume of other transactions made by individuals using plastic cards was found. It is concluded that there are weighty arguments confirming the reality of the threat of expansion of the shadow sector of the economy due to the complexity of identifying and countering financial flows sent by individuals to the shadow sector of the economy or legalizing shadow income. At the same time, reliable data have not been found to reliably assess the threat of crimes committed by individuals in the digital environment to the economic and national security of the Russian Federation. Indirect data indicates that there was no noticeable transition of financial flows into cryptocurrency payments in Russia.
保障国家经济安全是国家安全战略的重要内容。随着数字技术的发展,在经济关系中,可能损害公司和整个国家经济的威胁也相应地发生了转变。这项工作的目的是找到可靠的论据来证实对国家安全的威胁的现实,这些威胁的来源是数字经济中个人的影子活动。该研究的对象是金融部门的数字技术,个人资金流动的主题。关于银行部门使用电子支付手段进行的交易的统计资料被用作经验基础。研究了银行部门支付的动态和结构。分析结果显示,通过网上商店进行现金交易的比重增加,可疑交易数量减少,以影子经济为目的的现金交易结构也发生了变化。使用塑料卡进行的业务数量和数量都有所增加。个人使用塑料卡进行的其他交易金额增幅最大,达到9.7倍。结论是,由于识别和打击个人向影子经济部门发送的资金流动或使影子收入合法化的复杂性,有大量的论点证实了影子经济部门扩张威胁的现实。与此同时,还没有找到可靠的数据来可靠地评估数字环境中个人犯罪对俄罗斯联邦经济和国家安全的威胁。间接数据表明,俄罗斯没有明显的资金流向加密货币支付。
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引用次数: 0
Prospects for Innovative Development of World Automotive Market in Digital Economy 数字经济下世界汽车市场创新发展展望
Tatiana Verevka, S. Gutman, A. Shmatko
Digital transformation, creating new digital enterprises, products and business models, is changing the structure of industries. Automotive, as a high-tech industry, ranking the third in the world in terms of R&D costs, is now becoming one of the leading drivers in the development of the digital economy. The aim of this work is to study the digital technology impact on the product and regional structure of the global automotive market, as well as to assess the prospects for its innovative development. The work analyzes main trends in the automotive market, explores the R&D activity and R&D efficiency of the world's leading automakers, presents a forecast for the innovative development of the industry under the influence of digital technologies. The research results conducted in the work show that the main trends that have the most significant consequences for the future development of the automotive market in the context of its digitalization are emergence of fundamentally new digital products (autonomous, connected cars) and digital services (mobility services), as well as a change in the quality of consumer demand caused by the development of innovative technologies. Adapting new digital products and services to the needs of individual customers through the creation of an appropriate digital strategy will allow existing automotive enterprises to enter the emerging markets and win the growing digital competition with innovative startups.
数字化转型,创造新的数字化企业、数字化产品和数字化商业模式,正在改变产业结构。汽车作为高新技术产业,研发成本位居世界第三,正在成为数字经济发展的主要驱动力之一。这项工作的目的是研究数字技术对全球汽车市场的产品和区域结构的影响,并评估其创新发展的前景。分析了汽车市场的主要趋势,探讨了世界领先汽车制造商的研发活动和研发效率,并对数字技术影响下的行业创新发展进行了预测。研究结果表明,在数字化背景下,对汽车市场未来发展产生最重大影响的主要趋势是全新数字产品(自动驾驶、联网汽车)和数字服务(移动服务)的出现,以及创新技术发展导致的消费者需求质量的变化。通过制定适当的数字战略,使新的数字产品和服务适应个人客户的需求,将使现有的汽车企业能够进入新兴市场,并在与创新初创企业的日益激烈的数字竞争中获胜。
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引用次数: 3
Information Support of Decision-making Process in Creating the Real Estate Development Projects 房地产开发项目决策过程的信息支持
E. Romanova
Complication of modern real estate development project demands constant access to up-to-date information for decision-making. Certain developer companies owe their preeminence to the digital decision-making environment containing information on all stages of the project. The real environment of the project decision-making is difficult to define, since it is an elaborate and dynamic process. The role of subjective factors is enormous, e.g., lobbying strategies of organized interests, which are different for different stakeholders. Considering these difficulties, currently there seems to be no automated decision support systems in development. These systems are supposed to decrease the probability of choosing an unreasonable solution. The present article offers the model of information field of real estate development project. The distinguishing feature of the information field of the development project is that the project information having been created within the working environment goes outside, becomes known to the outsiders who then start influence the project implementation indirectly. The model presented in this article describes sources, structure of information during project implementation, changes which this information undergoes and possibilities of the automated information processing. It is shown how and why it is difficult to formalize documentary information in the developer project. Consultants, draftsmen, customers and other stakeholders evaluate project decisions based on their experience and interests. Under these conditions, formalized documentation becomes subjective to a certain degree. This lack of objectivity devaluates the results of automated processing of documented information. Additionally, we enlist the recommended intellectual methods for processing information at different stages of development project. In the end we brief on the possible stages of developers digitalization. It is concluded that the role of development digitalization in accommodation of interests of participants in the project and major stakeholders is very important for the early stages of project implementation.
现代房地产开发项目的复杂性要求不断获取最新的决策信息。某些开发公司将其优势归功于包含项目各个阶段信息的数字化决策环境。项目决策的真实环境很难定义,因为它是一个复杂的动态过程。主观因素的作用是巨大的,例如有组织利益的游说策略,不同的利益相关者的游说策略是不同的。考虑到这些困难,目前似乎没有开发中的自动化决策支持系统。这些系统应该减少选择不合理解决方案的可能性。本文提出了房地产开发项目信息场的模型。开发项目信息场的显著特点是,在工作环境中产生的项目信息向外传播,为外部人员所知,外部人员开始间接影响项目实施。本文提出的模型描述了项目实施过程中信息的来源、结构、信息的变化以及信息自动化处理的可能性。它显示了在开发项目中如何以及为什么难以形式化文档信息。顾问、绘图员、客户和其他利益相关者根据他们的经验和利益来评估项目决策。在这些条件下,形式化的文档在一定程度上变得主观。这种客观性的缺乏降低了文件化信息自动化处理的结果。此外,我们还采用了在开发项目的不同阶段处理信息的推荐智能方法。最后简要介绍了开发人员数字化的可能阶段。结论是,发展数字化在适应项目参与者和主要利益相关者的利益方面的作用对于项目实施的早期阶段非常重要。
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引用次数: 0
期刊
Proceedings of the 2019 International SPBPU Scientific Conference on Innovations in Digital Economy
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