Applying Big Data Based Deep Learning System to Intrusion Detection by Wei Zhong, Ning Yu, Chunyu Ai

“…With vast amounts of data being generated daily and the ever increasing interconnectivity of the world’s internet infrastructures, a machine learning based Intrusion Detection Systems (IDS) has become a vital component to protect our economic and national security. …”
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EFFECTIVENESS OF INNOVATIVE SOLUTIONS IN MULTICULTURAL MANAGEMENT BASED ON A BIG PHARMA COMPANY CASE STUDY by Rajae LAHSSIOUI

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A New Big Data Approach to Understanding General Traffic Impacts on Bus Passenger Delays by Yaiza Montero-Lamas, Margarita Novales, Alfonso Orro, Graham Currie

“…This paper presents a new method to quantify the potential user time savings if the urban bus is given preferential treatment, changing from mixed traffic to an exclusive bus lane, using a big data approach. …”
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An Efficient Approach for Web Indexing of Big Data through Hyperlinks in Web Crawling by R. Suganya Devi, D. Manjula, R. K. Siddharth

“…This content is very essential for any type of analyser work to be carried on the Big Data obtained as a result of Web Crawling.…”
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Research on Coordination of Fresh Produce Supply Chain in Big Market Sales Environment by Juning Su, Jiebing Wu, Chenguang Liu

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FORMATION OF MEDIA SCIENCE INFRASTRUCTURE BIG DATA SCIENCE IN THE AGE OF HIGH ELECTRONICS by Yu. D. Gensitskiy

“…The emergence, formation and development of mediainfrastructure makes the world scientific community see the modernist paradigm of scientific knowledge production, pay attention to the formation of a qualitatively new ways of transmission and reception using scientific evidence and information research. …”
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Application of Big Data Technology in the Impact of Tourism E-Commerce on Tourism Planning by Heqing Zhang, Tingting Guo, Xiaobo Su

“…Coupled with the advent of the era of big data (EBD), the concept of customized tourism has gradually entered people’s lives. …”
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The 1945 World Order – Process with «Open» Continuation by V. T. Yungblud

“…The end of the Cold War and globalization created conditions for widespread democracy in the world. The liberal system of international relations, which expanded in the late XX - early XXI century, is currently experiencing a crisis. …”
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Big Data-Driven Based Real-Time Traffic Flow State Identification and Prediction by Hua-pu Lu, Zhi-yuan Sun, Wen-cong Qu

“…The second stage model is present to calculate basic model formulation of regional traffic flow correlation. A case study based on a real-world road network in Beijing, China, is implemented to test the efficiency and applicability of the proposed modeling and computing methods.…”
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The Optimization of Carbon Emission Prediction in Low Carbon Energy Economy Under Big Data by Ji Luo, Wuyang Zhuo, Siyan Liu, Bingfei Xu

“…With the intensification of global climate change, low-carbon energy has become a hot topic, and governments around the world are implementing corresponding policies to promote its use. …”
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Assessing the effects of therapeutic combinations on SARS-CoV-2 infected patient outcomes: A big data approach. by Hamidreza Moradi, H Timothy Bunnell, Bradley S Price, Maryam Khodaverdi, Michael T Vest, James Z Porterfield, Alfred J Anzalone, Susan L Santangelo, Wesley Kimble, Jeremy Harper, William B Hillegass, Sally L Hodder, National COVID Cohort Collaborative (N3C) Consortium

“…However, they rarely are designed to assess treatment combinations across all relevant subgroups. A big data approach to analyzing real-world impacts of therapies may confirm or supplement RCT evidence to further assess effectiveness of therapeutic options for rapidly evolving diseases such as COVID-19.…”
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τSQWRL: A TSQL2-Like Query Language for Temporal Ontologies Generated from JSON Big Data by Zouhaier Brahmia, Fabio Grandi, Rafik Bouaziz

“…However, there is no standard or consensual temporal ontology query language. In a previous work, we have proposed an approach named τJOWL (temporal OWL 2 from temporal JSON, where OWL 2 stands for "OWL 2 Web Ontology Language" and JSON stands for "JavaScript Object Notation" ). τJOWL allows (1) to automatically build a temporal OWL 2 ontology of data, following the Closed World Assumption (CWA), from temporal JSON-based big data, and (2) to manage its incremental maintenance accommodating their evolution, in a temporal and multi-schema-version environment. …”
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Big Data Governance Challenges Arising From Data Generated by Intelligent Systems Technologies: A Systematic Literature Review by Yunusa Adamu Bena, Roliana Ibrahim, Jamilah Mahmood, Arafat Al-Dhaqm, Ahmad Alshammari, Maged Nasser, Muhammed Nura Yusuf, Matthew O. Ayemowa

“…The model was validated through a pilot study conducted with a public higher learning institution, demonstrating its practical applicability and effectiveness in real-world scenarios. …”
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Undermining competition, undermining markets? Implications of Big Tech and digital personal data for competition policy by Kean Birch, ‘Damola Adediji

“…Many countries and jurisdictions are reforming their competition policies in response to growing political and public concerns about market concentration, especially when it comes to the market power of Big Tech firms. A particular concern is the new dynamics in market competition resulting from the rise of digital personal data as the key resource or asset underpinning our economies. …”
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Big Data Research for Diabetes-Related Diseases Using the Korean National Health Information Database by Kyung-Soo Kim, Bongseong Kim, Kyungdo Han

“…The Korean National Health Information Database (NHID), which contains nationwide real-world claims data including sociodemographic data, health care utilization data, health screening data, and healthcare provider information, is a powerful resource to test various hypotheses. …”
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Research on the Pattern and Evolution Characteristics of Global Dry Bulk Shipping Network Driven by Big Data by Haijiang Li, Xin Zhang, Peng Jia, Qianqi Ma

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Analysis of high-rise building safety detection methods based on big data and artificial intelligence by Jiaojiao Xu, Chuanjie Yan, Yangyang Su, Yong Liu

“…When the experimental model frame is stable under normal environmental conditions, a nonstationary vibration is artificially produced for a period of time from the outside world, which is about 60 s higher than the traditional method, and the efficiency is also increased by about 80%, a situation where a building has a reversible tilt change.…”
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Application of Internet of Things Based on Big Data Ecosystem in Factory Energy Consumption Analysis Model by Ang Li, Chen Zhang, Lei Li

“…In this paper, an Internet of Things based on big data ecosystem is proposed to analyze the energy consumption of the factory and build a model. …”
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Expansion of Impervious Surface Area in Pekanbaru (1990–2018) and Predictions for 2038 Using Big Data by Wirawan Bayu Andrianto, Siregar Yusni Ikhwan, Sukendi Sukendi, Mulyadi Mulyadi

“…Climate change and biodiversity loss are two major ecological issues facing the world today, 25% of which are caused by land use change. …”
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τJOWL: A Systematic Approach to Build and Evolve a Temporal OWL 2 Ontology Based on Temporal JSON Big Data by Zouhaier Brahmia, Fabio Grandi, Rafik Bouaziz

“…In this paper, we propose an approach, named τJOWL (temporal OWL 2 from temporal JSON), which allows users (i) to automatically build a temporal OWL 2 ontology of data, following the Closed World Assumption (CWA), from temporal JSON-based big data, and (ii) to manage its incremental maintenance accommodating the evolution of these data, in a temporal and multi-schema environment.…”
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