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Neutrosophic Sets and Systems
Article . 2020
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An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps

Authors: Jesús Estupiñán Ricardo; Diego Fernando Coka Flores; Jorge Alfredo Eras Diaz; Karina Pérez Teruel;

An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps

Abstract

Abstract. The wisdom of crowds (WOC) is a theory where it is believed that a multitude of people, unknown to each other and not experts in some subject, can reach more accurate conclusions on this subject than each of them would achieve individually; it could even have more accuracy than the result that a group of experts would obtain. This theory can be used to obtain information from the individual knowledge of an inexperienced crowd, including knowledge on complex phenomena. In this paper, the complex phenomenon is represented with the help of Neutrosophic Cognitive Maps (NCM), which allow us to capture the cause-effect relations among the concepts according to each of the individuals’ judgments. In this case, a dynamic processing of the results is carried out. The NCMs are aggregated following the WOC principles using an aggregation algorithm, which is based on the Fuzzy Negative-Positive-Neutral (NPN) logic. The advantage of using NCM is that indeterminacy is included in the modeling, thus individuals can express their opinions more reliably.

Keywords

wisdom of crowds, Electronic computers. Computer science, Wisdom of crowds, fuzzy cognitive map, neutrosophic cognitive map, fuzzy NPN logic., QA1-939, fuzzy cognitive map, neutrosophic cognitive map, QA75.5-76.95, Mathematics, fuzzy npn logic

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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