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Míry podobnosti pro nominální data v hierarchickém shlukování
Šulc, Zdeněk ; Řezanková, Hana (advisor) ; Šimůnek, Milan (referee) ; Žambochová, Marta (referee)
This dissertation thesis deals with similarity measures for nominal data in hierarchical clustering, which can cope with variables with more than two categories, and which aspire to replace the simple matching approach standardly used in this area. These similarity measures take into account additional characteristics of a dataset, such as frequency distribution of categories or number of categories of a given variable. The thesis recognizes three main aims. The first one is an examination and clustering performance evaluation of selected similarity measures for nominal data in hierarchical clustering of objects and variables. To achieve this goal, four experiments dealing both with the object and variable clustering were performed. They examine the clustering quality of the examined similarity measures for nominal data in comparison with the commonly used similarity measures using a binary transformation, and moreover, with several alternative methods for nominal data clustering. The comparison and evaluation are performed on real and generated datasets. Outputs of these experiments lead to knowledge, which similarity measures can generally be used, which ones perform well in a particular situation, and which ones are not recommended to use for an object or variable clustering. The second aim is to propose a theory-based similarity measure, evaluate its properties, and compare it with the other examined similarity measures. Based on this aim, two novel similarity measures, Variable Entropy and Variable Mutability are proposed; especially, the former one performs very well in datasets with a lower number of variables. The third aim of this thesis is to provide a convenient software implementation based on the examined similarity measures for nominal data, which covers the whole clustering process from a computation of a proximity matrix to evaluation of resulting clusters. This goal was also achieved by creating the nomclust package for the software R, which covers this issue, and which is freely available.
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Differences between men and women in the Czech labour market
Stroukal, Dominik ; Kadeřábková, Božena (advisor) ; Pavelka, Tomáš (referee) ; Němec, Otakar (referee)
This thesis consists of five articles that apply current world research on labor economics at the Czech Republic and confirms the significant differences between men and women in this market. It shows that gender has a significant influence on the preference on the labor market and, consequently, on employment and health. First, the thesis shows that preferences are relevant determinant of career and then we study the difference in preference of salary for men and women. Subsequently it shows that gender plays a significant role in explaining the relationship between homeownership, and unemployment, as well as unemployment and health. The first chapter was able to demonstrate that the preference for a career has a positive influence on the choice of career. The influence of higher education on prioritizing career proved to be positive and significant. Probability of a career choice is reduced by the presence of children, however, is not dependent on their number, which is contrary to the theory of preferences. The second chapter shows that Czech women prefer more non-monetary rewards than men. It has also been shown that people with university education are same in the preferences of non-monetary rewards regardless of the gender of the respondents, however, compared to the world's research, the Czech higher education increases this preference. It turned out that women prefer risk less than men. The third chapter demonstrates that although the housing market undermines labor mobility and employment in the Czech Republic at the regional level, therefore, that in regions with a higher rate of home ownership is higher unemployment, at the individual level, the owners of housing are unemployed are less likely. The estimates are significantly different for men and women. Men living in owner-occupied housing have a higher likelihood of employment than women. At regional level, however, this thesis shows that the high rate of home ownership increases unemployment for both men and women, in the long run only to women. The fourth chapter showed that men transition to homeownership reduces the likelihood of unemployment next year. For women, this relationship has proved to be insignificant. In addition, as insignificant showed the opposite relationship, the transition from unemployment to the newly acquired home ownership. The last chapter shows that the change in the working status to unemployment will increase in the future probability of worse health. Influence in less than two years, however, proved to be significant. An important conclusion is that men have a significantly stronger relationship between health and unemployment than women.
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Work-life balance
Maturová, Inha ; Šmíd, David (advisor) ; Legnerová, Kateřina (referee)
This bachelor work focuses on adaptation process of new employees in a particular company. The goal is determination of adaptation process and comparison with needs of the company on onboarding field. A few methods of quality research were used in application part. The first one is analysis of internal documents related to adaptation process. The second is application and analysis of structured inquiry of head of human resources department of the company. Application part of the work brings evaluation of analysed adaptation process.
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Building and use of smaller computer networks
Kyzivát, Marek ; Pinkas, Otakar (advisor) ; Šmejkal, Ivo (referee)
The thesis describes the initial state of the computer network Basic Schools and Kindergartens Ohradní (ZŠMŠ Ohradní) in Prague 4 and then its reconstruction, which I largely contributed. ZŠMŠ Ohradní consists of four pavilions and from one building on the other side of the street. The aim of this study is to assess the initial state of the network and point out the shortcomings that we discovered. We found deficiencies in the operation stress tests, measurements and data cabling overall analysis. Original networks connectivity was 100Mb/s. Together with a colleague, we are network administrators. Furthermore, I am going to introduce a new form of network, which has identified deficiencies improved, by using on newer technologies. I will describe its structure, address allocation, active and passive components, and operated services. New network is capable of 1Gb/s, and its spine is going to be 10Gb/s soon. Benefits of this reconstruction is faster, more stable and more modern network that will facilitate the work of employees of ZŠMŠ Ohradní. To these improvements, I have mainly contributed by measurements. I participated in the design and implementation of new form of data network. I collaborated with fellow Poc to the configuration of active elements and network services in reconstructed network.
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The Asian financial crisis and post-crisis development of newly industrialized countries of Asia
Panchenko, Victoria ; Bolotov, Ilya (advisor) ; Černá, Iveta (referee)
This thesis analyzes the Asian financial crisis by providing a comprehensive view of the development of the economies of the Asian newly industrialized countries before and after the outbreak of the crisis. The aim of this paper is to explore and understand the causes of the crisis and derive practical lessons. The work is structured as follows. The first chapter is theoretical and defines newly industrialized countries by focusing on the characteristics of the economic and social status of these countries in a period of prosperity. The second chapter examines the financial crisis in 1997 - its origin, causes, indicators and progress. The last chapter discusses the impact of the crisis both on countries of Southeast Asia and on the world economy overall. Afterwards, summarizing of the lessons that can be learned from the Asian financial crisis and that remain urgent even nowadays is outlined.
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Design of processes of business department in IT company and measuring their performance
Schütz, Martin ; Oškrdal, Václav (advisor) ; Bruckner, Tomáš (referee)
The thesis deals with design of new processes of business department in IT company which provides server hosting, web hosting and domain registration services. These processes come from identification and analysis of current processes and the theory of business department management. Key Performance Indicators (KPIs) were set for selected processes which can be used for managing the company as a whole. Models of processes were created due to EPC notation. New processes were designed to continuously create data in CRM information system providing evidential and information support necessary for business department management, including the possibility of measuring its performance. Processes also automatize often repetitive activities and provide relevant information to other affected business units within the company. Contribution of the thesis lies in results of analysis of current identified processes containing solution proposals of discovered problems and newly created process models. Both can be used as a pattern for optimization of current processes in already existing organization or for designing new process models in new organization in the same or similar field of business.
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CRM System Optimization
Fučík, Ivan ; Mildeová, Stanislava (advisor)
This thesis is focused on CRM solutions in small and medium-sized organizations with respect to the quality of their customer relationship. The main goal of this work is to design an optimal CRM solution in the environment of real organization. To achieve this goal it is necessary to understand the theoretical basis of several topics, such as organizations and their relationship with customers, CRM systems, their features and trends. On the basis of these theoretical topics it is possible to analyze current CRM solution in the organization. From the data obtained by the methods of observation and controlled interview it was possible to prepare a design for optimal CRM solution. This optimal solution comes also from user and organization requirements. The optimal CRM solution saves time and costs associated with current CRM solution and replaces existing and ineffective CRM tools.
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Design of marketing strategy in the company Imperium Finance
Petrovič, Marko ; Čermák, Radim (advisor) ; Sova, Martin (referee)
Internet marketing is currently one of the most important components of marketing. However, Internet marketing as a whole is much more important than mere webdesign, mere search engine optimization (SEO) or a simple PPC advertising. Most companies have recently made it throught with a website and that was all their presentation on the Internet. However, the internet is one of the fastest growing technology today and the number of its users is growing every year. Constantly there are new technologies that allow us to have a better user experience and also bring us new ways of presentation and promotion. Most of the companies make a mistake early on and underestimate the preparation, don't know their goals, customers or competitors. Internet marketing is the process and the contents of this process is the recognition, analysis, design, implementation, and ultimately verify that you achieve the goals of the organization. In the theoretical part it is defined internet marketing and its advantages over offline marketing. Briefly sum up the history and major milestones of Internet marketing that shaped its present form. Further, it's described current trends in Internet marketing and detail expands upon the selected Internet marketing tools and tools for evaluating the success of campaigns. The practical part deals with the proposal of marketing strategy in the company Imperium Finance. The main objective is to analyze the requirements of the company Imperium Finance, from analysis to draw specific conclusions and devise a marketing strategy that will support the vision and strategy of the company in the following period. All steps were carried out within the company Imperium Finance on real data from active clients and tested in action. The result is a proposal of a marketing strategy that will drive Imperium Finance, and a marketing plan for the company. The biggest benefit of this work is so real use theoretical knowledge in practice.
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The current state and prospects for sustainable development of tourism in Slovakia.
Libantová, Silvia ; Indrová, Jarmila (advisor) ; Chaloupka, Radek (referee)
Tourism contributes to the prosperity of destinations by bringing financial resources, new jobs, a higher level of services and infrastructure development. However, if tourism does not develop sustainably, it is accompanied by negative factors, as well. Especially, negative impacts on the environment, such as: water and soil contamination, increased noise and overcrowded destination during the high season. As a response to the worsening state of the environment and possible irreversible changes caused by irresponsible human behavior, the idea of sustainable development is becoming more important. The theoretical part describes tourism in the Slovak Republic and highlights plans for sustainable tourism development. In the practical part, the results of the questionnaire, related to the awareness of sustainable tourism in the Slovak Republic, are evaluated. The main objective of this thesis is to evaluate the current situation in the field of sustainable tourism and to make suggestions for its future development.
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Stomacare nurses and their share in the work with self-help groups of patiens.
ŠŤASTNÁ, Olga
Stoma nurses and their contribution to work with self-help groups of patients. The diploma thesis dealt with the cooperation of stoma nurses with self-help groups of stoma patients in ten regions of the Czech Republic. The aim was to find out if stoma nurses recognize the importance of self-help groups for stoma patients, how their work contributes to self-help groups, if stoma nurses cooperate with self-help groups and if they inform stoma patients about the existence of self-help groups. Another objective was to determine the level of significance stoma patients give to self-help groups. The goals of the work were met. The theoretical section addresses the issues of self-help groups, the history, benefits, risks, stoma nurses and their education. Cooperation between doctors, stoma nurses and the club of patients is also mentioned. The contexts of a stoma - preoperative and postoperative care, nursing care complications, the stoma aids - are involved in the conclusion of the thesis. In the practical section an investigation through qualitative in-depth interviews with stoma nurses on the base of five research questions was carried out. Do stoma nurses consider self-help groups important in the life of a stoma patient? What information do stoma patients ask for when stoma nurses participate in self help groups? What is the cooperation of stoma nurses with self-help groups in individual regions? Do stoma patients take part in activities within self-help groups? Which age groups of patients, according to stoma nurses´ opinion, prefer to work in self-help groups? On the basis of a qualitative research hypotheses were established for a quantitative investigation. This quantitative research survey through questionnaires was conducted in patients with a stoma, also in ten regions. H1: Stoma nurses recognize the importance of self-help groups for patients with a stoma. H2: Stoma nurses cooperate with self-help groups of stoma patients. H3: Stoma nurses inform stoma patients about self-help groups. H4: The biggest benefit of stoma nurses for stoma patients in self-help groups is giving information about the use of aids. H5: Stoma patients consider self-help groups very important. All hypotheses were confirmed. Stoma nurses as well as stoma patients consider self-help groups very important in their lives. Currently stoma nurses cooperate with self-help groups in all regions, they inform new stoma patients about opportunities to take part in self-help groups and do not forget to give advice about aids and stoma nursing, which is the most valuable information for the stoma patient especially at the beginning of treatment. The results were consistent in both investigations and will be offered to individual stoma nurses for improvement of mutual cooperation. And in the regions where self-help groups do not exist yet or are being established, I firmly believe that the results of this thesis will help in self-help groups activities. The research survey has proved that the stoma nurses´ work is meaningful owing to its results and goals. Stoma nurses have a large share of the self-help groups work.
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