An analysis of environmental big data through the establishment of emotional classification system model based on machine learning: focus on multimedia contents for portal applications

The Applicability of Big Data in Climate Change Research: The Importance of System of Systems Thinking

“…One of the issues concerning urban environments is energy efficiency and carbon emissions, for which net zero energy movements seek to bring about a solution as well as the application of a resilience ecological framework for net zero energy research (Hu and Pavao-Zuckerman, 2019). Furthermore, Big Data techniques with regard to machine learning enable the attitude of people toward and recognition of environmental changes to be determined (Park et al, 2020). Big Data and machine learning approaches are vital in comprehensively merging heterogeneous genomic and ecological datasets (Cortés et al, 2020).…”

“…Agricultural satellite imagery applications (Majidi et al, 2021) can be transferred to air quality satellite monitoring (Semlali and El Amrani, 2021), or time-series data (Ise et al, 2020) can be used to plan better agricultural interventions. By implication, satellitebased support plays an important role in modeling agricultural water management (Ismail et al, 2020), but disaster news (Park et al, 2020) also helps provide a deeper understanding of social involvement. In assessing disaster resilience in different areas, (Sasaki et al, 2020) satellite imagery provides feedback on risks that can even be revealed over time (Joshi et al, 2019).…”

“…Partnerships for the goals (SDG17) is critical in several ways, on the one hand we recommend the grouping of climate services (Howard et al, 2020), which fits the SoS concept we propose, and on the other hand we need to integrate the knowledge and give feedback to society. An exciting tool for measuring the effectiveness of climate and sustainability related measures is the analysis of news comments (Park et al, 2020).…”

Research Trends and Correlation Analysis of Technological Innovation and Absorptive Capacity

“…Introduction Unlike the past, many changes are happening in our lives because of rapid technological advancement [1]. Recently, we have entered the Fourth Industrial Revolution followed by the First Industrial Revolution, Second Industrial Revolution, and Third Industrial Revolution.…”

“…Although the ranking has elevated significantly compared to the previous year, much more efforts are still required. In the Fourth Industrial Revolution referred to as ICBMA [1,2], technological innovation that corresponds should proceed in order for corporations to survive.…”