Handbook of Statistics 24: Data Mining and Data Visualization

Technometrics ◽  
2006 ◽  
Vol 48 (2) ◽  
pp. 314-315
Keyword(s):  
Data Mining ◽  
Data Visualization

Data Visualization Indicator Disease (Malaria, Dengue Fever, and Measles) in The Year 2012-2015

2017 ◽  
Vol 4 (2) ◽  
pp. 87-93
Author(s):  
Immanuel Luigi Da Gusta ◽  
Johan Setiawan
Keyword(s):  
Data Mining ◽  
Human Resources ◽  
Data Visualization ◽  
Health Sector ◽  
Medical Personnel ◽  
Database Systems ◽  
Process Time ◽  
Acceptance Test ◽  
Visual Data Mining ◽  
The Government

The aim of this paper are: to create a data visualization that can assist the Government in evaluating the return on the development of health facilities in the region and province area in term of human resources for medical personnel, to help community knowing the amount of distribution of hospitals with medical personnel in the regional area and to map disease indicator in Indonesia. The issue of tackling health is still a major problem that is not resolved by the Government of Indonesia. There are three big things that become problems in the health sector in Indonesia: infrastructure has not been evenly distributed and less adequate, the lack of human resources professional health workforce, there is still a high number of deaths in the outbreak of infectious diseases. Data for the research are taken from BPS, in total 10,600 records after the Extract, Transform and Loading process. Time needed to convert several publications from PDF, to convert to CSV and then to MS Excel 3 weeks. The method used is Eight-step Data Visualization and Data Mining methodology. Tableau is chosen as a tool to create the data visualization because it can combine each dasboard inside a story interactive, easier for the user to analyze the data. The result is a story with 3 dashboards that can fulfill the requirement from BPS staff and has been tested with a satisfied result in the UAT (User Acceptance Test). Index Terms—Dashboard, data visualization, disease, malaria, Tableau REFERENCES [1] S. Arianto, Understanding of learning and others, 2008. [2] Rainer; Turban, Introduction to Information Systems, Danvers: John Wiley & Sons, Inc, 2007. [3] V. Friedman, Data Visualization Infographics, Monday Inspirition, 2008. [4] D. A. Keim, "Information Visualization and Visual Data Mining," IEEE Transactions on Visualization and Computer Graphics 8.1, pp. 1-8, 2002. [5] Connolly and Begg, Database Systems, Boston: Pearson Education, Inc, 2010. [6] E. Hariyanti, "Pengembangan Metodologi Pembangunan Information Dashboard Untuk Monitoring kinerja Organisasi," Konferensi dan Temu Nasional Teknologi Informasi dan Komunikasi untuk Indonesia, p. 1, 2008. [7] S. Darudiato, "Perancangan Data Warehouse Penjualan Untuk Mendukung Kebutuhan Informasi Eksekutif Cemerlang Skin Care," Seminar Nasional Informatika 2010, pp. E-353, 2010.

Metaphorical Communication about Nature

2014 ◽  
pp. 208-224
Keyword(s):  
Data Mining ◽  
Cloud Computing ◽  
Semantic Web ◽  
Data Visualization ◽  
Knowledge Visualization ◽  
Art And Science ◽  
Learning And Teaching ◽  
Mathematical Equations ◽  
Abstract Ideas

Metaphors are present in our thoughts and make invisible concepts perceivable. The metaphorical way of perceptual imaging is discussed in this chapter, particularly the use of art and graphic metaphors for concept visualization. We may describe with metaphors the structure and the relations among several kinds of data. Metaphors may represent mathematical equations or geometrical curves and thus make abstract ideas visible. Most metaphors originate from biology-inspired thinking. Nature-derived metaphors support data visualization, information and knowledge visualization, data mining, Semantic Web, swarm computing, cloud computing, and serve as the enrichment of interdisciplinary models. This chapter examines examples of combining metaphorical visualization with artistic principles, and then describes the metaphorical way of learning and teaching with art and graphic metaphors aimed at improving one’s power of conveying meaning, integrating art and science, and visualizing knowledge.

Data visualization methodologies for data mining systems in bioinformatics

2006 ◽  
Author(s):  
A. Staiano ◽  
A. Ciaramella ◽  
G. Raiconi ◽  
R. Tagliaferri ◽  
R. Amato ◽  
...  
Keyword(s):  
Data Mining ◽  
Data Visualization

scholarly journals Data mining and visualization from planetary missions: the VESPA-Europlanet2020 activity

2016 ◽  
Vol 12 (S325) ◽  
pp. 316-319 ◽  
Author(s):  
Andrea Longobardo ◽  
Maria Teresa Capria ◽  
Angelo Zinzi ◽  
Stavro Ivanovski ◽  
Marco Giardino ◽  
...  
Keyword(s):  
Data Mining ◽  
Data Visualization ◽  
Space Missions ◽  
Planetary Surfaces ◽  
Computation Node ◽  
Planetary Missions ◽  
Cometary Comae

AbstractThis paper presents the VESPA (Virtual European Solar and Planetary Access) activity, developed in the context of the Europlanet 2020 Horizon project, aimed at providing tools for analysis and visualization of planetary data provided by space missions. In particular, the activity is focused on minor bodies of the Solar System.The structure of the computation node, the algorithms developed for analysis of planetary surfaces and cometary comae and the tools for data visualization are presented.

scholarly journals APPLYING DATA MINING AND DATA VISUALIZATION WITHIN THE SCOPE OF AUDIO DATA USING SPOTIFY

2019 ◽  
Author(s):  
Marika Apostolova Trpkovska ◽  
Arbesa Kajtazi ◽  
Lejla Abazi Bexheti ◽  
Arbana Kadriu
Keyword(s):  
Data Mining ◽  
Data Visualization ◽  
Audio Data

scholarly journals Business Intelligence Applications; sustaining Retail Businesses in Rivers State, Nigeria

2021 ◽  
Vol 04 (03) ◽  
Author(s):  
Patrick N Nwinyokpugi ◽  
Keyword(s):  
Data Mining ◽  
Performance Management ◽  
Data Warehouse ◽  
Data Visualization ◽  
Business Intelligence ◽  
Business Sustainability ◽  
Retail Business ◽  
Retail Outlets ◽  
Rivers State ◽  
Intelligence Application

The contemporary retail outlets are no more run by manual practices given the electronic nature of company to customers (C-C); customers to customers (C-C) transactions globally. The application of business intelligence has given an edge to retail outlets operation. This study therefore, strives to examine the relationship between business intelligence application and retail business sustainability in Rivers State, Nigeria. The study used descriptive research technique through the adoption of cross- sectional survey design. Nine judgmentally sampled retail outlets especially large scale malls & superstores were studied in Port Harcourt base on their inherent electronic driven operations. Using structured closed ended questionnaire, 45 census senior managers of these sampled retail outlets were studied. Data gathered were analysed using the Pearson Product Moment Correlation Coefficient (PPMCC) statistics and presented with the aid of SPSS version 20.0 for easy interpretation. The results of analysed data showed that, the dimensions of business intelligence application which included but not limited to customers’ performance management, data warehouse, data mining and advanced data visualization significantly correlated positively with the measures of retail business sustainability being profitability and customers’ patronage. The finding also showed a high moderating effect of organizational culture on business intelligence application and retail business sustainability in Rivers State, Nigeria. Relying on the empirical findings, the study concluded that business intelligence application has positive significant relationship with retail business sustainability. It is therefore recommended that, the dimensions of business intelligence: customers’ performance management, data warehouse, data mining & advance data visualization identified in this study should be utilized as it enhances retail business operational sustainability.

Value Sensing by Data Based Meta Cognition

2008 ◽  
Author(s):  
Yukio Ohsawa
Keyword(s):  
Data Mining ◽  
Social Environment ◽  
Data Visualization ◽  
Education Psychology ◽  
The Mind

Value sensing means to feel associated with something in one’s environment. This concept has been defined in the literature of education psychology, as a particular dimension of human’s sensitivity. It is meaningful to extend this concept to the aspect of creativity in business. The “value” here can be dealt with as a new variable which business workers create from their interaction with the dynamic social environment, on which they consciously or unconsciously redesign the market sustainably. Here I show how data mining and data visualization can provide useful tools for aiding marketers’/designers’ sensitivity of emerging values in the mind of consumers/users. Using these tools with communication about scenarios of business, due to the effect of meta cognition, human(s) can find relations between entities one has been explicitly or implicitly aware of, including the life of oneself. This leads to the finding of essential scenarios of business, which can be embodied into useful strategies for the designing and marketing of products.

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