Modeling and Simulating Complex Business Perceptions

丛 书 名：Fuzzy Management Methods

版本说明：1

作     者：Zoumpolia Dikopoulou 

I S B N：(纸本) 9783030814953;9783030814984 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XXV, 154页

主 题 词：IT in Business Probability and Statistics in Computer Science Data Mining and Knowledge Discovery Mathematical Models of Cognitive Processes and Neural Networks 

摘      要：Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabilities in modeling and decision making for complex *** book presents a novel algorithm called glassoFCM to enable automatic learning of FCM models from data. Specifically, glassoFCM is a combination of two methods, glasso (a technique originated from machine learning) for data modeling and FCM simulation for decision making. The book outlines that glassoFCM elaborates simple, accurate, and more stable models that are easy to interpret and offer meaningful decisions. The research results presented are based on an investigation related to a real-world business intelligence problem to evaluate characteristics that influence employee work readiness.;Finally, this book provides readers with a step-by-step guide of the fcm package to execute and visualize their policies and decisions through the FCM simulation process.