Informace o kvalifikační práci How Can Artificial Intelligence Enhance Economic Effectiveness: A Comparative Study between the Czech Republic and Ukraine
Účelem této studie je posoudit, jak umělá inteligence ovlivňuje ekonomiku a jaké jsou cesty České republiky a Ukrajiny při zavádění umělé inteligence do ekonomiky. Studie hodnotí příležitosti a výzvy spojené s technologiemi AI a zkoumá přístupy k AI používané v obou zemích. Studie použila průzkum smíšených metod, aby shromáždila poznatky od zaměstnanců v obou zemích ohledně jejich vnímání vlivu AI a jejich postojů k jejímu přijetí. Studie navíc vyvíjí model umělé inteligence schopný předpovídat dopad proměnných, které nejvíce ovlivňují HDP, včetně umělé inteligence.
Studie ukazuje, že umělá inteligence má významný vliv na HDP, trh práce a celkovou ekonomickou efektivitu. Navzdory obtížím Česká republika a Ukrajina demonstrují úspěšné příklady integrace umělé inteligence do svých obchodních procesů.
Anotace v angličtině
The purpose of this study is to assess how AI affects the economy and what are the ways of the Czech Republic and Ukraine in implementing AI in the economy. The study assesses the opportunities and challenges associated with AI technologies and examines the approaches to AI used in both countries. The study used a mixed-methods survey to gather insights from employees in both nations regarding their perceptions of AI's impact and their attitudes toward its adoption. In addition, the research develops an AI model capable of predicting the impact of the variables that most affect GDP, including AI.
The study shows that artificial intelligence has a significant impact on GDP, the labor market and overall economic efficiency. Despite the difficulties, the Czech Republic and Ukraine demonstrate successful examples of integrating artificial intelligence into their business processes.
Klíčová slova
umělá inteligence, ekonomický dopad, Česká republika, Ukrajina, trh práce, HDP, automatizace
Účelem této studie je posoudit, jak umělá inteligence ovlivňuje ekonomiku a jaké jsou cesty České republiky a Ukrajiny při zavádění umělé inteligence do ekonomiky. Studie hodnotí příležitosti a výzvy spojené s technologiemi AI a zkoumá přístupy k AI používané v obou zemích. Studie použila průzkum smíšených metod, aby shromáždila poznatky od zaměstnanců v obou zemích ohledně jejich vnímání vlivu AI a jejich postojů k jejímu přijetí. Studie navíc vyvíjí model umělé inteligence schopný předpovídat dopad proměnných, které nejvíce ovlivňují HDP, včetně umělé inteligence.
Studie ukazuje, že umělá inteligence má významný vliv na HDP, trh práce a celkovou ekonomickou efektivitu. Navzdory obtížím Česká republika a Ukrajina demonstrují úspěšné příklady integrace umělé inteligence do svých obchodních procesů.
Anotace v angličtině
The purpose of this study is to assess how AI affects the economy and what are the ways of the Czech Republic and Ukraine in implementing AI in the economy. The study assesses the opportunities and challenges associated with AI technologies and examines the approaches to AI used in both countries. The study used a mixed-methods survey to gather insights from employees in both nations regarding their perceptions of AI's impact and their attitudes toward its adoption. In addition, the research develops an AI model capable of predicting the impact of the variables that most affect GDP, including AI.
The study shows that artificial intelligence has a significant impact on GDP, the labor market and overall economic efficiency. Despite the difficulties, the Czech Republic and Ukraine demonstrate successful examples of integrating artificial intelligence into their business processes.
Klíčová slova
umělá inteligence, ekonomický dopad, Česká republika, Ukrajina, trh práce, HDP, automatizace
Define the objectives and the application methods used in the Master’s thesis.
I. Theoretical part
Compile a literature review on the influence of the Artificial Intelligence on the economy.
II. Practical part
Investigate the current state of Artificial Intelligence adoption in both countries.
Analyze the challenges and risks (ethical, social, law and economic) associated with the applying and not applying AI technologies in the Czech Republic and Ukraine.
Examine real-world examples of AI implementation to Enhance Economic Effectiveness in various economic sectors in Czech Republic and Ukraine.
Analyze the impact of AI on key economic indicators such as Gross domestic product, innovation, productivity and job market.
Conclusion
Zásady pro vypracování
Introduction
Define the objectives and the application methods used in the Master’s thesis.
I. Theoretical part
Compile a literature review on the influence of the Artificial Intelligence on the economy.
II. Practical part
Investigate the current state of Artificial Intelligence adoption in both countries.
Analyze the challenges and risks (ethical, social, law and economic) associated with the applying and not applying AI technologies in the Czech Republic and Ukraine.
Examine real-world examples of AI implementation to Enhance Economic Effectiveness in various economic sectors in Czech Republic and Ukraine.
Analyze the impact of AI on key economic indicators such as Gross domestic product, innovation, productivity and job market.
Conclusion
Seznam doporučené literatury
AGRAWAL, Ajay; GANS, Joshua and GOLDFARB, Avi. The Economics of Artificial Intelligence: An Agenda. University of Chicago Press, 2019. ISBN 9780226613338.
JOHANNESSEN, Jon-Arild. Artificial Intelligence, automation and the future of competence at work. ROUTLEDGE, 2022. ISBN 9781003121923.
MAKARENKO, Elena; VOVCHENKO, Natalia and TISHCHENKO, Evgeny. Technological trends in the AI Economy: International Review and ways of Adaptation. Springer Nature Singapore, 2023. ISBN 9789811974106.
MUNOZ, Joseph Mark and NAQVI, Al. Business strategy in the Artificial Intelligence Economy. Business Expert Press, 2018. ISBN 9781948198981.
Seznam doporučené literatury
AGRAWAL, Ajay; GANS, Joshua and GOLDFARB, Avi. The Economics of Artificial Intelligence: An Agenda. University of Chicago Press, 2019. ISBN 9780226613338.
JOHANNESSEN, Jon-Arild. Artificial Intelligence, automation and the future of competence at work. ROUTLEDGE, 2022. ISBN 9781003121923.
MAKARENKO, Elena; VOVCHENKO, Natalia and TISHCHENKO, Evgeny. Technological trends in the AI Economy: International Review and ways of Adaptation. Springer Nature Singapore, 2023. ISBN 9789811974106.
MUNOZ, Joseph Mark and NAQVI, Al. Business strategy in the Artificial Intelligence Economy. Business Expert Press, 2018. ISBN 9781948198981.
Přílohy volně vložené
code
survey questions
Přílohy vázané v práci
ilustrace, grafy, tabulky
Převzato z knihovny
Ne
Plný text práce
Přílohy
Posudek(y) oponenta
Hodnocení vedoucího
Záznam průběhu obhajoby
Supervisor´s questions for the defence:
1.According to some authors, the impact between perception and adoption of technology was in USA as high as 3% of GDP in the 1960s to 1990s. Based on your knowledge, could you estimate this impact on GDP today and from an AI perspective? – answered completely
Reviewer ´s questions for the defence:
1. Please rewrite an abstract to correctly describe the thesis concent. - answered completely
2. Explain the use of training and testing data and whether there is any AI model in the thesis. - answered completely
Another questions:
Ing. Zuzana Vaculčíková, Ph.D.: Can you desribe any key find indicators metioned in the beggining? - answered completely
Ing. Zuzana Vaculčíková, Ph.D.: Can you summarize the finding from the cases? - answered completely
doc. Ing. Veronika Večeřová, Ph.D.: How regresion model corelate to AI? How the results are linked to the findings in the cases? - answered completely
doc. Ing. Roman Zámečník, Ph.D.: - Do you know which countries are on the TOP in this area? - answered completely