An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps
t. 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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of New Mexico
2020-10-01
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| Series: | Neutrosophic Sets and Systems |
| Subjects: | |
| Online Access: | https://fs.unm.edu/NSS/2AnExplorationWisdomCrowds.pdf |
| _version_ | 1797752570070958080 |
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| author | Jesús Estupiñán Ricardo Diego Fernando Coka Flores Jorge Alfredo Eras Diaz Karina Pérez Teruel |
| author_facet | Jesús Estupiñán Ricardo Diego Fernando Coka Flores Jorge Alfredo Eras Diaz Karina Pérez Teruel |
| author_sort | Jesús Estupiñán Ricardo |
| collection | DOAJ |
| description | t. 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. |
| first_indexed | 2024-03-12T17:06:15Z |
| format | Article |
| id | doaj.art-9ec0cfc7bfbb4f30afac7da19d680944 |
| institution | Directory Open Access Journal |
| issn | 2331-6055 2331-608X |
| language | English |
| last_indexed | 2024-03-12T17:06:15Z |
| publishDate | 2020-10-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj.art-9ec0cfc7bfbb4f30afac7da19d6809442023-08-06T16:56:50ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2020-10-013781510.5281/zenodo.4121955An Exploration of Wisdom of Crowds using Neutrosophic Cognitive MapsJesús Estupiñán Ricardo Diego Fernando Coka FloresJorge Alfredo Eras Diaz Karina Pérez Teruelt. 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.https://fs.unm.edu/NSS/2AnExplorationWisdomCrowds.pdfwisdom of crowdsfuzzy cognitive mapneutrosophic cognitive mapfuzzy npn logic |
| spellingShingle | Jesús Estupiñán Ricardo Diego Fernando Coka Flores Jorge Alfredo Eras Diaz Karina Pérez Teruel An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps Neutrosophic Sets and Systems wisdom of crowds fuzzy cognitive map neutrosophic cognitive map fuzzy npn logic |
| title | An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps |
| title_full | An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps |
| title_fullStr | An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps |
| title_full_unstemmed | An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps |
| title_short | An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps |
| title_sort | exploration of wisdom of crowds using neutrosophic cognitive maps |
| topic | wisdom of crowds fuzzy cognitive map neutrosophic cognitive map fuzzy npn logic |
| url | https://fs.unm.edu/NSS/2AnExplorationWisdomCrowds.pdf |
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