Автор: Patrick C. K. Hung
Название: Big Data Applications and Use Cases
Издательство: Springer
Год: 2016
ISBN: 978-3319301440
Серия: International Series on Computer Entertainment and Media Technology
Язык: English
Формат: pdf
Размер: 10 mb
Страниц: 214
Big data is a buzzword that has soared in popularity in recent years. Big data is the description of large amount of either organized or unorganized data that is analyzed to make an informed decision or evaluation. The data can be taken from a large variety of sources including browsing history, geolocation, social media, purchase history and medical records. Big data consists of complex data that would overwhelm the processing power of traditional simple database systems.
Many businesses today are increasingly interested in utilizing big data technologies for supporting their business intelligence so that it is becoming more and more important to understand the various practical issues from different practical use cases. This book provides clear proof that big data technologies are playing an ever increasing important and critical role in a new cross-discipline research between computer science and business.
Introduction to Big Data
William Rafferty, Laura Rafferty, and Patrick С. K. Hung
A Bloom Filter-Based Approach for Supporting the Representation and Membership Query of Multidimensional Dataset
Zhu Wang and Tiejian Luo
Automatic Speech and Singing Discrimination for Audio Data Indexing
Wei-HoTsai and Cin-Hao Ma
Exploring the Feature Selection-Based Data Analytics Solutions for Text Mining Online Communities by Investigating the Influential Factors: A Case Study of Programming CQA in Stack Overflow
Shu Zhou and Simon Fong
Temporal Event Tracing on Big Healthcare Data Analytics
Chin-Но Lin, Liang-Cheng Huang, Seng-Cho T. Chou, Chih-Ho Liu, Han-Fang Cheng, and I-Jen Chiang
Unstructured Data, NoSQL, and Terms Analytics
Richard K. Lomotey and Ralph Deters
VLAB-C: Collaborative Virtual Laboratory in Cloud Computing and Its Applications
Jianjun Yu, Kejun Dong, and Yihua Zheng
Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network
Simon Fong, Charlie Fang, Neal Tian, Raymond Wong, and Bee Wah Yap
Case Studies of Government Use of Big Data in Latin America: Brazil and Mexico
Roberto da Mota Ueti, Daniela Fernandez Espinosa, Laura Rafferty, and Patrick С. K. Hung
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