scholarly journals Analyzing the Impact of Characteristics on Artificial Intelligence IQ Test: A Fuzzy Cognitive Map Approach

2018 ◽  
Vol 139 ◽  
pp. 82-90 ◽  
Author(s):  
Fangyao Liu ◽  
Yuejin Zhang ◽  
Yong Shi ◽  
Zhengxin Chen ◽  
Xixi Feng
Keyword(s):  
Artificial Intelligence ◽  
Cognitive Map ◽  
Fuzzy Cognitive Map ◽  
Iq Test ◽  
The Impact ◽  
Map Approach

scholarly journals Modeling of Characteristics on Artificial Intelligence IQ Test: a Fuzzy Cognitive Map-Based Dynamic Scenario Analysis

2019 ◽  
Vol 14 (6) ◽  
pp. 653-669
Author(s):  
Fangyao Liu ◽  
Yayu Peng ◽  
Zhengxin Chen ◽  
Yong Shi
Keyword(s):  
Artificial Intelligence ◽  
Scenario Analysis ◽  
Negative Influence ◽  
Cognitive Map ◽  
Fuzzy Cognitive Map ◽  
Test Characteristics ◽  
Research Article ◽  
Iq Test ◽  
Dynamic Scenario ◽  
Triangular Membership Function

This research article uses a Fuzzy Cognitive Map (FCM) approach to improve an earlier proposed IQ test characteristics of Artificial Intelligence (AI) systems. The defuzzification process makes use of fuzzy logic and the triangular membership function along with linguistic term analyses. Each edge of the proposed FCM is assigned to a positive or negative influence type associated with a quantitative weight. All the weights are based on the defuzzified value in the defuzzification results. This research also leverages a dynamic scenario analysis to investigate the interrelationships between driver concepts and other concepts. Worst and best-case scenarios have been conducted on the correlation among concepts. We also use an inference simulation to examine the concepts importance order and the FCM convergence status. The analysis results not only examine the FCM complexity, but also draws insightful conclusions.

scholarly journals Analyzing the impact of social factors on homelessness: a Fuzzy Cognitive Map approach

2013 ◽  
Vol 13 (1) ◽  
Author(s):  
Vijay K Mago ◽  
Hilary K Morden ◽  
Charles Fritz ◽  
Tiankuang Wu ◽  
Sara Namazi ◽  
...  
Keyword(s):  
Social Factors ◽  
Cognitive Map ◽  
Fuzzy Cognitive Map ◽  
The Impact ◽  
Map Approach

Using Fuzzy Cognitive Map Approach for Assessing Cybersecurity for Telehealth Scenario

2020 ◽  
pp. 828-837
Author(s):  
Thiago Poleto ◽  
Rodrigo Cleiton Paiva de Oliveira ◽  
Ayara Letícia Bentes da Silva ◽  
Victor Diogho Heuer de Carvalho
Keyword(s):  
Cognitive Map ◽  
Fuzzy Cognitive Map ◽  
Map Approach

The Application of the Fuzzy Cognitive Map among Intravenous Drug Users

2015 ◽  
Vol 734 ◽  
pp. 428-434
Author(s):  
Qun Xiu Yu ◽  
Shou Ming Zhang ◽  
Gui Hong Bi ◽  
Chun Tao Wei
Keyword(s):  
Complex Network ◽  
Drug Users ◽  
Decision Rules ◽  
Cognitive Map ◽  
Independent Learning ◽  
Learning Ability ◽  
Fuzzy Cognitive Map ◽  
Social Discrimination ◽  
Individual Values ◽  
The Impact

This article carries on a research about spreading and imitating based on network modal of dynamic, complex and comparing various Agents. The Agent regarded as drug complex network nodes and combine Agent itself functions. Propose a dynamic complex network technology combined with Agent simulation model based on fuzzy cognitive map to study the spread of HIV. Using fuzzy cognitive map design with independent learning ability node agent based on personal emotion and cognition, agent considers the individual perception of the epidemic of surrounding environment, social discrimination, legal constraints strength, national testing and treatment, free needle exchange extrinsic and intrinsic factors in the environment of individual course, emotion, etc., Under the combined effect of individual values ​​derived drug fuzzy cognitive map. Develop individualized decision rules to circumvent virus. This article studied the impact of fuzzy cognitive and social discrimination and legal factors on HIV transmission.

Sign in / Sign up

Export Citation Format

Share Document