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Applications of data management and analysis = case studies in social networks and beyond /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Applications of data management and analysis/ edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj.
其他題名:	case studies in social networks and beyond /
其他作者:	Moshirpour, Mohammad.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	viii, 217 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Database management. -
電子資源:	https://doi.org/10.1007/978-3-319-95810-1
ISBN:	9783319958101

Applications of data management and analysis = case studies in social networks and beyond /
Applications of data management and analysiscase studies in social networks and beyond /[electronic resource] :edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj. - Cham :Springer International Publishing :2018. - viii, 217 p. :ill., digital ;24 cm. - Lecture notes in social networks,2190-5428. - Lecture notes in social networks..

Chapter1: Predicting Implicit Negative Relations in Online Social Networks -- Chapter2: Automobile insurance fraud detection using social network analysis -- Chapter3: Improving circular layout algorithm for social network visualization using genetic algorithm -- Chapter4: Live Twitter Sentiment Analysis -- Chapter5: Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance -- Chapter6: A Sliding-Window Algorithm Implementation in MapReduce -- Chapter7: A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry -- Chapter8: Temporal Dependency between Evolution of Features and Dynamic Social Networks -- Chapter9: Recommender System for Product Avoidance -- Chapter10: A new 3D value model for customer segmentation:Complex Network Approach -- Chapter11: Finding Influential Factors for Different Types of Cancer: A Data Mining Approach -- Chapter 12: Enhanced load balancer with multi-layer processing architecture for heavy load over cloud network -- Chapter13: Market Basket Analysis Using Community Detection Approach: A Real Case -- Chapter14: Predicting Future with Social Media based on Sentiment and Quantitative Analysis.

This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.

ISBN: 9783319958101

Standard No.: 10.1007/978-3-319-95810-1doiSubjects--Topical Terms:

557799
Database management.

LC Class. No.: QA76.9.D3 / A675 2018

Dewey Class. No.: 005.74068

Applications of data management and analysis = case studies in social networks and beyond /
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