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AN ONTOLOGICAL MODEL OF WORKERS’ REMUNERATION WITHIN THE CONTEXT OF AN ENTERPRISE DIGITAL TRANSFORMATION 企业数字化转型背景下的工人薪酬本体论模型
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.15
{"title":"AN ONTOLOGICAL MODEL OF WORKERS’ REMUNERATION WITHIN THE CONTEXT OF AN ENTERPRISE DIGITAL TRANSFORMATION","authors":"","doi":"10.18469/ikt.2023.21.4.15","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.15","url":null,"abstract":"The article is devoted to issues related to the modeling of the business process of forming wages for manufacturing enterprise workers in the context of digital transformation. The importance of modeling the business process of paying workers is shown, on which the efficiency of the production process largely depends, and, accordingly, the efficiency of the enterprise as a whole. A model for the formation of workers’ wages has been developed, including information, technological and organizational aspects. An objective assessment of the work of workers leads to increased motivation, high-performance and high-quality work. The application of a balanced scorecard system is shown, which makes it possible to move from strategy to operational planning, taking into account the mutual influence of four modules – financial, production, consumer and innovation. Together, these modules have a significant impact on improving the efficiency of the entire enterprise. However, without digital transformation, it is impossible to consider the innovative activity of an enterprise. In addition, it is only in the conditions of digital information that it is possible to abandon the poorly documented distribution of shift-daily tasks to workers and promptly monitor their implementation. The development of a methodology for paying workers leads to the fact that having operational results of production activities, it is possible to objectively evaluate the work of workers, monitor their activities and determine the amount of encouragement not only once a month, but also daily. The implementation of this technique allows you to activate workers to perform shift-daily tasks within the time limits set by the plan and in the prescribed range, increase production discipline, encourage economical use of material, energy and other resources. In addition, production information is promptly displayed in the management system, which allows managers to have an up-to-date picture of the production plan implementation.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"38 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141810072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
INTENT EXTRACTION FROM TEXT BY USING GLOBAL FEATURE MATRIX TO IMPROVE MAN MACHINE INTERACTION 利用全局特征矩阵从文本中提取意图，改善人机交互
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.11
{"title":"INTENT EXTRACTION FROM TEXT BY USING GLOBAL FEATURE MATRIX TO IMPROVE MAN MACHINE INTERACTION","authors":"","doi":"10.18469/ikt.2023.21.4.11","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.11","url":null,"abstract":"Interaction between man and machine is the future of technology. Different mechanisms and mediums are used for this interaction such as voice, signals, pictures, videos, text etc. Text is one of the most popular medium of interaction and has gained popularity over past decades. It is used for making predictions of stock market, analysis of people’s opinion, identification of group of people with similar interests etc. In this research, the focus is to identify and analyze the intent of the written text and used it to prepare an appropriate machine response to text. There are several system available that uses semi-automatic mechanisms for interaction with humans such as the online customer care services for banks and the telecommunication industry. Different models and algorithms are used for this semi-automatic interaction. This study works on the design of a fully automated system for extracting the intents from the text, prepare an appropriate response and use the intent to do the prediction of the text. The results of the research are detailed in the methodology and experiment sections of the paper.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"79 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141808067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DEVELOPMENT OF AN EDUCATIONAL INTELLIGENT ANALYTICAL SYSTEM USING XAI TECHNOLOGY 利用 xai 技术开发教育智能分析系统
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.09
{"title":"DEVELOPMENT OF AN EDUCATIONAL INTELLIGENT ANALYTICAL SYSTEM USING XAI TECHNOLOGY","authors":"","doi":"10.18469/ikt.2023.21.4.09","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.09","url":null,"abstract":"Data mining is recognized as highly sought-after service. Many universities are involved in training specialists in this field. However, consumer demands are increasing, resulting in higher requirements for the mathematical models used in this regard. Clients need to be sure in the quality level of the recommendations they get. One method to achieve this is provided with the use of Explainable Artificial Intelligence (XAI) technology. The current situation worldwide poses limitations on the use of foreign software, and domestic analytical systems available to universities may not have XAI module among their functions. The solution is to develop such system independently. The authors developed a software product that enables training of three types of mathematical models, each capable of generating an explanation in textual format for its forecasts. A series of experiments was conducted in order to confirm functionality of all elements of the created product, as well as its potential to be used training processes in higher education system.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"61 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COMPARISON OF HYPEREXPONENTIAL AND GROUP POISSON TRAFFIC MODELSOF MULTISERVICE COMMUNICATION NETWORKS 多业务通信网络的超指数和群组泊松流量模型的比较
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.03
{"title":"COMPARISON OF HYPEREXPONENTIAL AND GROUP POISSON TRAFFIC MODELSOF MULTISERVICE COMMUNICATION NETWORKS","authors":"","doi":"10.18469/ikt.2023.21.4.03","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.03","url":null,"abstract":"The goal of the study was to compare hyperexponential and group Poisson flows of requests as models of burst traffic of multiservice communication networks. Various traffic models are considered for the problem of approximating the average queue created by video traffic of modern multiservice networks. Poisson and hyperexponential flows, both ordinary and group, are also considered. It is shown that group flows of both types are suitable for the task of approximating the video traffic queue. Group Poisson flows make it possible to obtain very simple analytical dependences of the average values of queues on the load factor of queuing systems and are therefore the most preferable. The inadequacy of using ordinary hyperexponential models for approximating burst flows of requests is also provided shown, since, at low values of the load factor, the dependences of the average values of queues for hyperexponential flows are practically close to zero, while the indicated dependences for burst flows have a very significant slope angle. The conclusions drawn are confirmed by the results of simulation modeling.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
GROUP GAMMA-DISTRIBUTION AND NEURAL NETWORK IN OF THE LATEST TELECOMMUNICATION TRAFFIC MODELING 最新电信流量建模中的伽马分布群和神经网络
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.04
{"title":"GROUP GAMMA-DISTRIBUTION AND NEURAL NETWORK IN OF THE LATEST TELECOMMUNICATION TRAFFIC MODELING","authors":"","doi":"10.18469/ikt.2023.21.4.04","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.04","url":null,"abstract":"This article considers queue formation in the M/D/1 system with statistical characteristics of the first two orders that areclose to real, as the purpose of telecommunication traffic modeling . The input stream to the system is considered to be a group stream with constant parameters of the package and distance between arrivals, influenced by gamma distribution. These parameters are determined by a neural network trained to determine parameters of such input streams according to statistical characteristics of the queue at various loads of device. The results obtained demonstrate a good ap-proximation with the use of gamma-ray fluxes. Parameters are evaluated with the use of the neural network. The practical usefulness of the considered approach and the prospects of using neural net-works for practical tasks in solving which queue theory is used are provided.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"56 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141808962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
NUMERICAL-ANALYTICAL DELAY MODEL BASED ON QS WITHOPERATIONAL SHIFT OF DISTRIBUTION PRINCIPLES 基于 QS 的数值-分析延迟模型与分布原理的业务转移
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.01
{"title":"NUMERICAL-ANALYTICAL DELAY MODEL BASED ON QS WITHOPERATIONAL SHIFT OF DISTRIBUTION PRINCIPLES","authors":"","doi":"10.18469/ikt.2023.21.4.01","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.01","url":null,"abstract":"This article demonstrates results for a queuing system formed by right-shifting an Erlang distribution and a second-order hyperexponential distribution. As is known, the first distribution provides a coefficient of variation less than one, and the second one – more than one. From the general queuing theory, it is known that the average delay of requests in the queue in the QS G/G/1 is related to the coefficients of variation of arrival intervals and service times by a quadratic dependence, and the system we are considering belongs precisely to this type. An operational shift in the distribution laws leads to a multiple reduction in delay compared to a conventional system, and this value depends on the value of the shift parameter. To construct a mathematical model of the delay, the method of spectral solution of the Lindley integral equation for the system under consideration was applied. For the practical application of the obtained results, the standard method of oprobability theory moments is used. The obtained results of numerical and analytical modeling in Mathcad clearly confirm the adequacy of the proposed mathematical delay model.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"6 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RECEPTION ALGORITHM AS A WHOLE WITH ELEMENT-BY-ELEMENT DECISION MAKING USING THE PHASE MODULATION METHOD 使用相位调制方法逐元素决策的整体接收算法
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.07
{"title":"RECEPTION ALGORITHM AS A WHOLE WITH ELEMENT-BY-ELEMENT DECISION MAKING USING THE PHASE MODULATION METHOD","authors":"","doi":"10.18469/ikt.2023.21.4.07","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.07","url":null,"abstract":"The article is aimed to provide reception algorithm as a whole with element-by-element decision making. It belongs to the group of decision, making algorithms with feedback. It is used to demodulate discrete signals that have passed through a memory channel. The study presents an example of signal processing of a binary phase modulator. This example shows processing features that are not obvious for considering of the mathematical formula that describes demodulation algorithm. Another algorithm was developed for a quadrature phase modulator as well. The noise immunity for additive gaussian noise was estimated by the numerical simulations. The same researches was carried out using an equalizer filter that suppresses channel memory effect. Simulation results were used as the base for the graphs of the error probability versus signal-to-noise ratio.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"53 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141808989","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RECOMMENDATIONS ON THE URBAN NETWORK FOTL STRUCTURE WITH THE LOWEST POSSIBLE LEVEL OF DISTORTION OF INFORMATION AND CONTROL ILCF-SIGNALS 关于尽可能降低信息和控制 ILCF 信号失真度的城市网络 FOTL 结构的建议
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.06
{"title":"RECOMMENDATIONS ON THE URBAN NETWORK FOTL STRUCTURE WITH THE LOWEST POSSIBLE LEVEL OF DISTORTION OF INFORMATION AND CONTROL ILCF-SIGNALS","authors":"","doi":"10.18469/ikt.2023.21.4.06","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.06","url":null,"abstract":"The article studies the problem of construction of subscriber branched networks xPON/MAN/RoF, on the base of fiber-optic transmission lines, with the possibility of non-relational control. Namely, enabling transmission of control information as a part of subscriber signal. It is proposed to use instantaneous wavelength change function of the optical signal (ILCF)as the control information with parametric characteristics. A method of modeling such segments was offerred, nature of ILCF was analyzed, and recommendations on inclusion of EDFA light guides and methods of pumping to them from the point of view of maintaining positive chirp for the information-control ILCF signal were made. It was assumed that ensuring positive chirp will minimize distortion of the latter during its transmission. It is concluded that branching has significant effect on ILCF. Recommended parameters of segments for different degrees of their branching are also obtained as well.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"8 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141806563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AT THE CROSSROADS OF TECHNOLOGY AND MEDICINE: PROSPECTS OF AUTOMATION IN MEDICAL PRACTICE WITH THE USE OF NEURAL NETWORKS 技术与医学的交汇点：利用神经网络实现医疗实践自动化的前景
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.13
{"title":"AT THE CROSSROADS OF TECHNOLOGY AND MEDICINE: PROSPECTS OF AUTOMATION IN MEDICAL PRACTICE WITH THE USE OF NEURAL NETWORKS","authors":"","doi":"10.18469/ikt.2023.21.4.13","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.13","url":null,"abstract":"This article delves into the exciting possibilities that arise when technology is applied to the field of medicine. It explores how automation can streamline various processes, leading to more efficient and accurate healthcare. One focus area is the potential for replacing direct interaction between doc-tors and patients with automated systems. By utilizing advanced neural networks, diagnostic and treatment processes can becomautomated, leading to faster and more precise outcomes. For exam-ple, AI-powered systems can analyze medical images and detect abnormalities with incredible accu-racy, aiding doctors in making diagnoses. Additionally, virtual assistants and chat bots can provide personalized healthcare advice, reducing the need for in-person consultations for minor concerns. These advancements not only enhance efficiency but also have potential to improve access to healthcare, especially in remote areas. Embracing technology in medicine opens up a lot of possibilities for better patient care and overall healthcare outcomes.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"36 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
OPTIMIZATION OF MODE PROPAGATION FOR AN EMBEDIER OF OPTICALVORTEX BEAMS BASED ON A MICRO-RING RESONATOR 优化基于微型环形谐振器的漩涡光束嵌入器的模式传播
Infokommunikacionnye tehnologii Pub Date : 2024-07-24 DOI: 10.18469/ikt.2023.21.4.05
{"title":"OPTIMIZATION OF MODE PROPAGATION FOR AN EMBEDIER OF OPTICALVORTEX BEAMS BASED ON A MICRO-RING RESONATOR","authors":"","doi":"10.18469/ikt.2023.21.4.05","DOIUrl":"https://doi.org/10.18469/ikt.2023.21.4.05","url":null,"abstract":"Light beams with orbital angular momentum have unique properties that make them valuable for research and practical applications. From revolutionizing communication technologies to enabling advanced microscopy and quantum computing possibilities, these beams continue to drive innovation and open up new frontiers in optics and photonics. In this paper, the dependence of the radiation flux density of an optical vortex beam on the geometry of the emitting structure is investigated. A micro-ring resonator with periodic structures is used as an optical vortex beam emitter structure. In our study, optimizing the width of the ring waveguide leads to an increase in the radiation flux power up to 30% for the resonant wavelength of 1563 nm. To analyze how the whispering gallery modes are distributed in the cross section of the annular waveguide, we increased the annular waveguide width from 400 nm to 500 nm. This proposed approach can be applied to radiating micro-ring resonators in various applications.","PeriodicalId":508406,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"20 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141806191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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