Search results for "Data analysi"
showing 10 items of 391 documents
Analysis of network rumor dissemination and control mechanisms on Chinese social network : Sina Weibo
2016
The social network has become a major source of information. The openness and swiftness of the network bring instant accessing to both true and false information. Sometimes the false information such as network rumors can mislead people from obtaining the true information and even create chaos. The social network platforms and the governments in different countries are making effort on enacting their own mechanisms to strive on eliminating the rumors. The aim of this thesis is to investigate the spreading of rumors on the Chinese social networking website Sina Weibo. The censorship policy of the Chinese government and the methods used to control the spreading of rumors are discussed. The la…
Self organizing maps as a novel tool for data analysis in education
2016
Young people currently live and are connected to the virtual world in a natural and simple way. Nevertheless, in spite of the great advantages of the use of Information and Communication Technology, and particularly social networks, there are several drawbacks, principally security and privacy of net users. However, human behaviour is strongly non-linear, so usual statistical analysis does not yield accurate results. Now, machine learning algorithms are very common in solving real life non-linear problems, such as economics, medicine and engineering. So it would be worthy to apply this methodology on education data sets. In this work, a non-linear, visual algorithm named Self Organizing Map…
Assessing the Beneficial Effects of Economic Growth: The Harmonic Growth Index
2011
In this paper we introduce the multidimensional notion of harmonic growth as a situation of diffused well-being associated to an increase of per capita GDP. We say that a country experienced a harmonic growth if during the observed period all the key indicators, proxies of the endogenous and exogenous forces driving population well-being, show a significantly common pattern with the income dynamics. The notion is operationalized via an index of time series harmony which follows the functional data analysis approach. This Harmonic Growth Index (HGI) is based on comparisons between the coefficients from cubic B-splines interpolation. Such indices are then synthesized in order to provide the g…
Application of Electronic Nose for Evaluation of Wastewater Treatment Process Effects at Full-Scale WWTP
2019
This paper presents the results of studies aiming at the assessment and classification of wastewater using an electronic nose. During the experiment, an attempt was made to classify the medium based on an analysis of signals from a gas sensor array, the intensity of which depended on the levels of volatile compounds in the headspace gas mixture above the wastewater table. The research involved samples collected from the mechanical and biological treatment devices of a full-scale wastewater treatment plant (WWTP), as well as wastewater analysis. The measurements were carried out with a metal-oxide-semiconductor (MOS) gas sensor array, when coupled with a computing unit (e.g., a computer with…
Changes in spatial and sectoral patterns of employment in Ile-de-France, 1978-1997
2006
International audience; This paper investigates the spatial distribution of employment in the region of Ile-de-France in 1978 and 1997. Exploratory spatial data analysis is used to identify employment centres and a sectoral analysis of the central business district (CBD) and sub-centres is performed. The results highlight a process of suburbanisation of employment in Ile-de-France between 1978 and 1997. A more polarised space emerges in 1997 than in 1978, with several employment centres specialised in different activities. Moreover, even if the spatial influence of the CBD declines over the study period, the CBD maintains its economic leadership by concentrating a large variety of high-orde…
Exporatory data analysis of environmental governance at local level in the south -west region of Poland
2018
Prowadzenie zintegrowanych działań w ramach zrównoważonego rozwoju wymaga obiektywnego rozpoznania potrzeb ich wdrażania na podstawie wyników kompleksowych analiz wielu złożonych, powiązanych ze sobą czynników odzwierciedlających stan środowiska przyrodniczego i sytuację ekonomiczno-demograficzną. Wzrastająca funkcjonalność Systemów Informacji Geograficznej (GIS) spowodowała, że bazy danych GIS stały się narzędziem wspierającym implementację działań z zakresu zrównoważonego rozwoju. Celem pracy było rozpoznanie zmienności przestrzennej poziomu ładu środowiskowego w południowo-zachodnim regionie Polski. Zastosowano metody badań z zakresu wielowymiarowych technik eksploracji danych i analizy …
Spatial Diversity of Environmental Governance in the Aspect of Sustainable Development of the Polish-Czech Border Area
2018
The current action plan for implementing sustainable development is the “Agenda for Sustainable Development 2030” includes the goals which determine the three dimensions of sustainable development, i.e. economic, social and environmental. Dynamically developing Geographic Information Systems (GIS) and widespread availability of spatial information resources are analytical tools supporting the monitoring and implementation of these objectives and are widely applicable in this research area. The aim of the study was to determine the spatial diversity of the environmental governance level and its components in the following areas: climate change, energy, air protection, land use, biodiversity …
Shape evolution in even-even N≤126, Z≥82 nuclei
2010
The shape evolution in the neutron-de cient lead, polonium and radium nuclei has been investigated via in-beam and delayed y-ray and conversion electron spectroscopy. The lead isotope 180Pb is found to still exhibit prolate excited structure, related to the known intruder structures in the heavier isotopes. The production cross-section of 180Pb was only 10 nb, one of the lowest ever employed in an in-beam experiment. A candidate for an excited prolate band was found in 192Po, making it the rst polonium isotope for which both oblate and prolate rotational bands have been established. Contrary to the previous results, the current experiments indicate that the onset of deformation in the radiu…
Multiband variability studies and novel broadband SED modeling of Mrk 501 in 2009
2017
Astronomy and astrophysics 603, A31 (2017). doi:10.1051/0004-6361/201629540
Forensic multidimesnional reconstruction as based on post-mortem image examination and spherical photography
2017
The aim of the paper is to present the methods of creating multi-dimensional reconstructions used in modern forensic medicine and state-of-the-art autopsy technique. Making use of the computer tomography technology and sophisticated software by the forensic pathologists allows a new standard of quality to be introduced into the forensic medical examination and hitherto unprecedented effects to be obtained. These developments significantly enhance the information available to the expert, particularly in case where an incident involved the use of firearms, the presence of foreign object in the body of the deceased, or advanced decay of the corps. Furthermore, the paper touches upon a subject …