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Regression methods for statistical analysis of spatial data
Klimprová, Lucie ; Šerák, Petr (referee) ; Michálek, Jaroslav (advisor)
Kriging techniques are regression methods used for evaluation of continuous spatial processes. If the covariance structure of process is unknown, then it's necessary to estimate it from the data. The first part of this Master's thesis is devoted to description the kriging method and to estimate of a variogram fuction, which describes the covariance structure of considered process. The second part includes the implementation of kriging method in MATLAB for simulated and real data.
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Analysis of BI data using geographic information system
Jurečka, Jan ; Pour, Jan (advisor) ; Vacek, Martin (referee)
The topic of the current Master's thesis is Business Intelligence's data presentation using maps. Through integrating BI and geographic information systems a new discipline is emerging - Location Intelligence. The main goal of this thesis is to highlight and analyse reporting possibilities of the BI tools in the framework of maps. The theoretical part of this paper is dedicated to the foundation and principles of geographic information systems and their intersection with BI, where such field as Location Intelligence is being created. In the practical part of the thesis the BI tools IBM Cognos and Oracle BI are compared. The comparison is based on the following criteria: field of implementation, visualization, map external sources and performance. The evaluating criteria are defined in the beginning of the practical part as well as the evaluation method. The methods of analysis and information collecting were used to extract and revise the knowledge from specific electronic and printed sources in Czech or English. Sources for the practical part origin from my technical knowledge of the field of BI, as well as practical experience with implementation of map sources as a feature of Business Intelligence. Statistical methods are used for evaluation of the criteria results. The practical and theoretical value of the thesis lies in creating the lucid comparison of implementation of the map sources into the selected BI tools and options for reporting or visualization of BI data over map. Apart from comparison the framework for implementation of maps into the selected BI tools is established in the above mentioned work.
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Spatial data for retail business
Kalus, Vilém ; Novotný, Ota (advisor) ; Pour, Jan (referee)
The specialization of the final master thesis is theory and a practical view of Location Intelligence. The author is writing about specific parts of development of the application which is focused on analysis of consumer's behaviour for managers of retail businesses focused on customer's satisfaction. The application is a new way of researching consumer's behaviour. Spatial data is connected with the subject of research -- analysis of the movement of consumers in retail stores. The application is a practical tool for better targeting for managers or marketing specialists. The app was developed by four researcher Martin Matějka, Tomáš Rosenberger, Vilém Kalus (three diploma researchers) and Ondřej Funiok. The Main goal of the final thesis was to describe the application from the business point of view and to design layout of the user interface. The business model helped us to specify the application from the business point of view. We reached the main goal with research articles of Location Intelligence. The thesis contains theory basis of informatics and geo-informatics field, Business Intelligence, Location Intelligence and selected business models. The practical part of the thesis is composed of integrating application to the business model, functionality description. From functionality description we designed the user interface. The practical part closes with the use case of application in Vysoká škola ekonomická v Praze. Benefits of the thesis are in development of real, new application for future commercial use. Contribution to the theory of Location Intelligence and analytical solution of development of user interface.
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Use of maps in reporting
Huňa, Tomáš ; Pour, Jan (advisor) ; Šedivá, Zuzana (referee)
The main objective of this thesis is to describe working with spatial data and their use in reports. The author focuses mainly on the MS SQL Server 2008 R2 platform. The first part deals with theoretical foundations. Defines the concept of Location Intelligence and describes its history to the present. It also addresses the benefits of Location Intelligence in various sectors and the relationship with Business Intelligence. Further theoretical part goes on to describe both spatial data at a general level and at the level of MS SQL Server 2008 R2. In addition, it described the use of ESRI Shapefile files and work with these files. From the description of spatial data author goes on to use reporting tools in Microsoft - SQL Server Reporting Services and Report Builder. Possible forms of map visualization and a detailed description of the settings are at the end of the theoretical part. The second part is focused on solving practical problems. Tools that are described in the theoretical part, are used to create report examples that the author at the beginning of this section set out to create.
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Geographic information systems
Vodička, Ondřej ; Palovská, Helena (advisor) ; Strossa, Petr (referee)
The diploma thesis focuses on geographic information systems (GIS). The first part of this thesis introduces GIS, it shows their specifics and emphasizes the significance of standardization in the GIS industry. The second part describes the current situation on the GIS market. The GIS software is divided into different categories depending on the provided functionality and at the same time it is divided into an open source and a commercial part. Based on the categories, individual software products are introduced. The next part individually deals with GIS products offered by the Oracle corporation. The last part provides various possibilities, suggestions and recommendations for designing a GIS architecture using ESRI products.
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Geographical IS as Decision Support System
Hlaváč, Vít ; Mildeová, Stanislava (advisor) ; Malý, Martin (referee)
This thesis deals relationship between geographical information systems and decision support systems. Its objective is to verify hypothesis, if it is possible to consider geographical information systems as decision support systems. Opening chapter attends to explanation what is GIS and its usage in practise. Second part is engaged in definition of decision support systems. There are some examples from practise, which help us confirm or refuse the hypothesis, in the last chapter.
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SPATIAL DATA IN ORACLE DATABASE
Hanuš, Ondřej ; Chlapek, Dušan (advisor) ; Krch, David (referee)
More and more applications work with digital geographical data is occurring in the present era. Users of these applications are more and more ambitious and are looking for applications that are able to assist them and give them information as simply as possible. One example of this typical information is: the shortest way to work. There are still more causes when we lose paper data because of natural disasters such as floods or hurricanes and these press us to consider data digitalization, saving and archiving data. This work describes one of the themes that should help us to solve this problem. This theme is storing and the manipulation of geographical data. Geographical data involves the problems of geographical information systems which are very often requested in the present digital era. There are many applications that are able to navigate us to a target on the internet. This problematic is not only about to find the shortest way to a target but also a lot of companies use these applications for planning and developing industrial networks, house development and they are also useful in connection with applications for facility management. Spatial data uses geographical data, and thus it is very easy to imagine that the amount of this data could very quickly reach size in hundreds of terabytes. For this size of data it is necessary to find an appropriate warehouse and mainly efficient management. This functionality is offered by the most extended database ORACLE with Oracle Spatial extension.
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