2018 Proceeding
Over the past few years big data has emerged a new major pluri-disciplinary research area whose objective is to deal with massive datasets and that are too large to be manipulated by conventional modelling and current computational approaches. As the datasets often available in many disciplines and application areas exponentially grow thanks to the increasing availability of novel sensors and devices, there is nowadays an urgent need to develop novel methods and computational approaches to deal with the high volumes and variety of the large data sources generated in many fields. The range of research challenges still opened are extremely large, from the integration, storage, manipulation, data mining and visualization techniques to the development of computing architectures, cloud and distributed computing platforms to scalable storage systems. Clearly, big data challenges should require multidisciplinary approaches, when different points of view, ideas and experiences should be shared, this favoring exchanges and cross-fertilization on recent trends as well as research directions to consider.
Intellectual Property Risks and Protection Mechanisms of Big Data
In order to deepen the innovative application of big data in different industries and accelerate the research on big data technologies, it is important to clarify the intellectual property risks of big data and to understand the intellectual property ...
Big Data Framework for Abnormal Vessel Trajectories Detection using Adaptive Kernel Density Estimation
In the maintaining of inland navigational safety and security, the automatic detection of anomalous vessels trajectory behavior from a large amount of vessels traffic datasets produced by automatic identification systems (AIS) is an interesting task, ...
Application of big data collection based on self-powered technology in intelligent transportation system
Intelligent transportation system is an important part of smart city. The wireless sensor network (WSN) system can provide real-time and reliable big data for the intelligent transportation system, but the power supply of the wireless sensor node is a ...
Research on Security and Privacy of Big Data under Cloud Computing Environment
With the rapid development of computer science, Internet and information technology, the application scale of network is expanding constantly, and the data volume is increasing day by day. Therefore, the demand for data processing needs to be improved ...
Big Data with Ten Big Characteristics
This paper reveals ten big characteristics (10 Bigs) of big data and explores their non-linear interrelationships through presenting a unified framework of big data. The framework has three levels: fundamental level, technological level, and socio-...
Extracting Courses of Vessels from AIS Data and Real-Time Warning Against Off-Course
Automatic Identification System (AIS) broadcasts real-time information from moving vessels at sea. AIS data collected from moving vessels over an area of interest can rapidly generates large datasets, while such data can be also of very much interest ...
Research on the effectiveness evaluation of big data in combat simulation
With the development of complex system simulation techniques, computational capabilities, and data management capabilities, the simulation results tend to be big data. There are also high-dimension, high-redundancy, and high-correlation issues among ...
Lifelong Machine Learning: Outlook and Direction
The Lifelong machine learning is an advanced machine learning paradigm and also is the key to the stronger AI. In this paper, we review the development history of the lifelong machine learning and evaluate the current stage. The aim, definition and main ...
Visual Analysis of Big Data Based on Movies Released in China
China film market has become the second largest box office market just after North America today, the Chinese film market is less than 1/5 size of the now, in 10 years ago. The Chinese film market is growing so fast, the reasons research on this ...
Application of large data mining technology in Colleges and Universities
Data mining is an advanced science and technology to process data and information. It can be extracted from a large number of complex data, or find some valuable data rules and models. Education has entered the era of big data. However, the way of data ...
The Visualized Analysis System for Big Data of Movies' Box Office in China
Chinese film industry has massive data, but the overall industrial system is still in infancy. At present, there is still a short board in the field of analysis for big data based on movies' box office in many studies. In this paper, we propose a ...
Parking Data Collection, Storage and Mining in Smart City
With the continuous and fast development of urbanization, traffic congestion has become a major problem in cities. However, new technologies provide us opportunity to tackle the problem in an efficient way. As people know, intelligent traffic is an ...
Index Terms
- Proceedings of the 2nd International Conference on Big Data Research