Applications of Data Management and Analysis

Applications of Data Management and Analysis

Case Studies in Social Networks and Beyond

Far, Behrouz H.; Alhajj, Reda; Moshirpour, Mohammad

Springer International Publishing AG

10/2018

217

Dura

Inglês

9783319958095

15 a 20 dias

512


ebook

Descrição não disponível.
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 forheavy 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.
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dynamic social network;fuzzy dynamic model;social media prediction;insurance fraud detection;network visualization using genetic algorithm;customer segmentation model;live sentiment analysis;data science and social networks;big data architecture;big data management;data-driven science, modeling and theory building;computational social sciences