Visualization support for the analysis of properties of interestingness measures

The paper considers a particular group of rule interestingness measures, called Bayesian confirmation measures, which have become the subject of numerous, but often exclusively theoretical studies. To assist and enhance their analysis in real-life situations, where time constraints may impede conducting such time consuming procedures, a visual technique has been introduced and described in this paper. It starts with an exhaustive and non-redundant set of contingency tables, which consists of all possible tables having the same number of observations. These data, originally 4-dimensional, may, owing to an inherent constraint, be effectively represented as a 3-dimensional tetrahedron, while an additional, scalar function of the data (e.g. a confirmation measure) may be rendered using colour. Dedicated analyses of particular colour patterns on this tetrahedron allow to promptly perceive particular properties of the visualized measures. To illustrate the introduced technique, a set of 12 popular confirmation measures has been selected and visualized. Additionally, a set of 9 popular properties has been chosen and the visual interpretations of the measures in terms of the properties have been presented

Visualization support for the analysis of properties of interestingness measures

The paper considers a particular group of rule interestingness measures, called Bayesian confirmation measures, which have become the subject of numerous, but often exclusively theoretical studies. To assist and enhance their analysis in real-life situations, where time constraints may impede conducting such time consuming procedures, a visual technique has been introduced and described in this paper. It starts with an exhaustive and non-redundant set of contingency tables, which consists of all possible tables having the same number of observations. These data, originally 4-dimensional, may, owing to an inherent constraint, be effectively represented as a 3-dimensional tetrahedron, while an additional, scalar function of the data (e.g. a confirmation measure) may be rendered using colour. Dedicated analyses of particular colour patterns on this tetrahedron allow to promptly perceive particular properties of the visualized measures. To illustrate the introduced technique, a set of 12 popular confirmation measures has been selected and visualized. Additionally, a set of 9 popular properties has been chosen and the visual interpretations of the measures in terms of the properties have been presented

Can interestingness measures be usefully visualized?

The paper presents visualization techniques for interestingness measures. The process of measure visualization provides useful insights into different domain areas of the visualized measures and thus effectively assists their comprehension and selection for different knowledge discovery tasks. Assuming a common domain form of the visualized measures, a set of contingency tables, which consists of all possible tables having the same total number of observations, is constructed. These originally four-dimensional data may be effectively represented in three dimensions using a tetrahedron-based barycentric coordinate system. At the same time, an additional, scalar function of the data (referred to as the operational function, e.g., any interestingness measure) may be rendered using colour. Throughout the paper a particular group of interestingness measures, known as confirmation measures, is used to demonstrate the capabilities of the visualization techniques. They cover a wide spectrum of possibilities, ranging from the determination of specific values (extremes, zeros, etc.) of a single measure, to the localization of pre-defined regions of interest, e.g., such domain areas for which two or more measures do not differ at all or differ the most

Geoturystyczne walory Gorczańskiego Parku Narodowego i jego otoczenia (Karpaty Zewnętrzne, Polska)

The Gorce Mountains are a picturesque range in the Polish sector of the Outer Carpathians. They are built with turbiditic deposits, representing sedimentary successions of the Krynica and Bystrica Subunits of the Magura Nappe, Late Cretaceous- Paleogene in age. In the Gorce Mts. the majority of lithostratigraphic divisions representing discussed subunits are very well exposed in numerous outcrops. The deposits of the Magura Nappe are folded, locally thrust, and cut by the strike-slip and oblique fault system. This nappe in the Gorce Mts. covers tectonically units of the Foremagura Group of Nappes, which crop out in two tectonic windows. From Rabka-Zdrój and Szczawa mineral waters are well known. Morphology of the Gorces Mts. is varied. A lot of rock tors occur there, as well as landslides, often extensive. Good localizations, varied geology, great land relief and rich live nature, as well as the highlander culture and monuments make the Gorce Mts. an area of high geotouristic potential.Gorce są malowniczym pasmem w polskiej części Zachodnich Karpat Zewnętrznych. Są one zbudowane z turbidytowych, późnokredowo-paleogeńskich utworów reprezentujących osadowe sukcesje krynickiej i bystrzyckiej podjednostki płaszczowiny magurskiej. W Gorcach większość wydzieleń litostratygraficznych reprezentujących wspomniane podjednostki jest bardzo dobrze eksponowana w licznych odsłonięciach. Utwory płaszczowiny magurskiej są sfałdowane, lokalnie złuskowane i pocięte systemem poprzecznych i ukośnych uskoków. Płaszczowina magurska w Gorcach przykrywa tektonicznie jednostki przedmagurskiej grupy płaszczowin, które odsłaniają się w dwu tektonicznych oknach. W Rabce-Zdroju i w Szczawie wykorzystywane są wody mineralne. Rzeźba Gorców jest zróżnicowana. Występują tu liczne skałki oraz osuwiska, często rozległe. Dogodna lokalizacja, interesująca budowa geologiczna, wspaniała rzeźba tego pasma, bogata fauna i fora oraz dziedzictwo kulturalne miejscowej ludności wpływają na duży potencjał geoturystyczny Gorców