Experimental Economics and Machine Learning for Prediction of Emergent Economy Dynamics

Ків, Арнольд Юхимович; Semerikov, Serhiy O.; Soloviev, Vladimir; Kibalnyk, Lіubov; Danylchuk, Hanna; Matviychuk, Andriy

doi:10.31812/123456789/3209

Cited by 20 publications

(12 citation statements)

References 2 publications

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“…Thus, due to the rapid development of computer technologies, artificial intelligence (AI) has entered lives of ordinary Ukrainians, making it simpler and more comfortable. Chatbots built on the basis of neural networks [19][20][21]29] and machine learning [8,9,[34][35][36] technologies can communicate using auditory or textual methods. These computer programs are gradually displacing the usual communication marketing, and can significantly help in education.…”

Section: Resultsmentioning

confidence: 99%

Integration of chatbots into the system of professional training of Masters

et al. 2021

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The article presents and describes innovative technologies of training in the professional training of Masters. For high-quality training of students of technical specialties, it becomes necessary to rethink the purpose, results of studying and means of teaching professional disciplines in modern educational conditions. The experience of implementing the chatbot tool in teaching the discipline “Mathematical modeling of socio-economic systems” in the educational and professional program 124 System Analysis is described. The characteristics of the generalized structure of the chatbot information system for investment analysis are presented and given: input information, information processing system, output information, which creates a closed cycle (system) of direct and feedback interaction. The information processing system is represented by accounting and analytical data management blocks. The investment analysis chatbot will help masters of the specialty system analysis to manage the investment process efficiently based on making the right decisions, understanding investment analysis in the extensive structure of financial management and optimizing risks in these systems using a working mobile application. Also, the chatbot will allow you to systematically assess the disadvantages and advantages of investment projects or the direction of activity of a system analyst, while increasing interest in performing practical tasks. A set of software for developing a chatbot integrated into training is installed: Kotlin programming, a library for network interaction Retrofit, receiving and transmitting data, linking processes using the HTTP API. Based on the results of the study, it is noted that the impact of integrating a chatbot into the training of Masters ensures the development of their professional activities, which gives them the opportunity to be competent specialists and contributes to the organization of high-quality training.

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Section: Resultsmentioning

confidence: 99%

Integration of chatbots into the system of professional training of Masters

et al. 2021

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“…The article "Methods of using mobile Internet devices in the formation of the general professional component of bachelor in electromechanics competency in modeling of technical objects" (Fig. 32) of Yevhenii O. Modlo, Serhiy O. Semerikov, Ruslan P. Shajda, Stanislav T. Tolmachev, Oksana M. Markova, Pavlo P. Nechypurenko and Tetiana V. Selivanova [73] highlights further research by the authors, begun in [21], [38], [39], [42], [63], [65], [71], [72], [74], [75], [77], [78], [79], [80], [111], [112], [133] and [140]. This article describes the components of methods of using mobile Internet devices in the formation of the general professional component of bachelor in electromechanics competency in modeling of technical objects: using various methods of representing models; solving professional problems using ICT; competence in electric machines and critical thinking.…”

Section: Fig 30 Presentation Of Paper [35]mentioning

confidence: 99%

CTE 2019 – When cloud technologies ruled the education

Kiv

Shyshkina²,

Семеріков

et al. 2020

CTE Workshop Proc.

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“…Another advantage is the rather high speed of training, as well as the ability to use large-scale time series. Figures 10,11 shows an example of prediction with the Prophet. On the first of the chartsforecasting the entire category of goods, on the secondthose products that are bought for Christmas.…”

Section: Time Series Analysismentioning

confidence: 99%

Data science: opportunities to transform education

2019

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The article concerns the issue of data science tools implementation, including the text mining and natural language processing algorithms for increasing the value of high education for development modern and technologically flexible society. Data science is the field of study that involves tools, algorithms, and knowledge of math and statistics to discover knowledge from the raw data. Data science is developing fast and penetrating all spheres of life. More people understand the importance of the science of data and the need for implementation in everyday life. Data science is used in business for business analytics and production, in sales for offerings and, for sales forecasting, in marketing for customizing customers, and recommendations on purchasing, digital marketing, in banking and insurance for risk assessment, fraud detection, scoring, and in medicine for disease forecasting, process automation and patient health monitoring, in tourism in the field of price analysis, flight safety, opinion mining etc. However, data science applications in education have been relatively limited, and many opportunities for advancing the fields still unexplored.

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Experimental Economics and Machine Learning for Prediction of Emergent Economy Dynamics

Cited by 20 publications

References 2 publications

Integration of chatbots into the system of professional training of Masters

Integration of chatbots into the system of professional training of Masters

CTE 2019 – When cloud technologies ruled the education

Data science: opportunities to transform education

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