Design and Implementation of a Flood Disaster Safety System Using Realtime Weather Big Data

Abstract

Recently, analysis techniques to extract new meanings using big data analysis and various services using them have been developed. A disaster safety service among such services has been paid attention as the most important service. In this paper, we design and implement a flood disaster safety system using real time weather big data. The proposed system retrieves and processes vast amounts of information being collected in real time. In addition, it analyzes risk factors by aggregating the collected real time and past data and then provides users with prediction information. The proposed system also provides users with the risk prediction information by processing real time data such as user messages and news, and by analyzing disaster risk factors such a typhoon and a flood. As a result, users can prepare for potential disaster safety risks through the proposed system.

The impact of big data analytics on organizational sustainability: The influencing factors of autonomous research and development and absorptive capacity

“…While several studies have confirmed these elements' independence and acknowledged their external impact. 12,13 Which has demonstrated how top management support may significantly aid in acquiring and applying innovative technologies, such as BDA. 113,114 Top management should play a crucial role in creating the necessary vision and later couple related strategies with associated alignment issues for generating business value from innovative technologies, as investigated by.…”

“…14 BDAC has motivated organizations to provide cutting-edge and intelligent services while maintaining highly developed predictive skills. 13,15 These abilities allow organizations to make more intelligent business decisions, boost company performance, and contribute to sustainability. Even though there have been some BDA adoption success stories, many organizations have yet to fully understand the value of big data, their organizational readiness, and the technical requirements for such an investment.…”

“…To achieve societal sustainability and progress, they have thus realized the importance of technical advancement. 12,13 In this context, big data analytics (BDAC) allows organizations to maintain their growth and contribute to numerous advancements in their specific settings. 14 BDAC has motivated organizations to provide cutting-edge and intelligent services while maintaining highly developed predictive skills.…”

“…Additionally, research that has sought to investigate the intention to embrace BDA has not considered value creation through the adoption of cutting-edge technology within organizations. 12,13 Many of these studies have been influenced by marketing, with little attention paid to operations or projections aligned with the various objectives. 16,18 The following questions are so addressed in this work.…”