contemporary human behavior.
We present how data science impacts science and society at large in the coming years, including ethical problems in managing human behavior data and contemporary human behavior the quantitative expectations of data science economic impact. We introduce concepts such as open science and e-infrastructure as useful tools for supporting ethical data science and training new generations of data scientists. Finally, this work outlines SoBigData Research Infrastructure as an easy-to-access platform for executing complex data science processes.
Book Quotes "Management of human behavior in the (modern organizations)"
The services proposed by SoBigData are aimed at using data science to understand the complexity of our contemporary, globally interconnected society. Introduction: from data to knowledge Data science is an interdisciplinary and pervasive paradigm where different theories and models are combined to transform data into knowledge and value. Experiments and analyses over massive datasets are functional not only to the validation of existing theories and models but also to the data-driven discovery of patterns emerging from data, which can help scientists in the design of better theories and models, yielding a deeper understanding of the complexity of the social, contemporary human behavior, biological, technological, cultural, and natural phenomenon.
The products of data science are the result of re-interpreting available data for analysis goals that differ from the original reasons motivating data collection. All these aspects are producing a change in the scientific method, in research and in the way our society makes decisions cobtemporary 2 humwn. Data contemporary human behavior emerges to concurring facts: i the advent of big data that provides the critical mass of actual examples to learn from, ii the advances in data analysis and learning techniques that can produce predictive models and behavioral patterns from big data, and iii the advances in high-performance computing infrastructures that make it possible to ingest and manage big data and perform complex analysis [ 16 ]. Paper organization Section 2 discusses how data science impacts our science and society at large in contemporary human behavior coming years. Section 3 outlines the main issues related to the ethical problems in studying human behaviors that data science introduces.
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In Sect. We will illustrate the importance of an open data science with examples provided later in the paper. Finally, we show some use cases of data science through thematic environments that bind the datasets with social mining methods.
Data science for society, science, industry and business Fig.]
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