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Journal articles on the topic 'Neutrosophic cognitive maps'

Author: Grafiati

Published: 2 June 2025

Last updated: 31 July 2025

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1

Rojas, H. E. Lozano, F. Sánchez Nelson, and Mendez Cabrita Marina. "Neutrosophic Cognitive Maps for Violence Cause Analysis." International Journal of Neutrosophic Science 19, no. 1 (2022): 314–22. http://dx.doi.org/10.54216/ijns.190128.

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Among the most valuable AI methods for modeling complicated things at the moment is the use of fuzzy cognitive mapping (FCMs). Conventional FCMs, on the other hand, can't handle the ambiguity that often arises in decision-making scenarios. A novel expansion of conventional FCMs called neutrosophic cognitive mapping (NCMs) was developed to address this shortcoming. However, the indeterminacy is not well handled by the NCMs stated in the citations since the level of indeterminacy is not quantified. In certain cases, choices should be seen as a series of steps that are only loosely related to one

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Dimitri, V. B. Frantz, M. G. Teresa De Jes� Jesús, and P. A. Edmundo Enrique. "Neutrosophic cognitive maps for analysis of social problems analysis." International Journal of Neutrosophic Science 19, no. 1 (2022): 223–30. http://dx.doi.org/10.54216/ijns.190129.

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Investors have been flocking to the information technology (IT) industry recently. Any commercial or IT company's success is directly proportional to its employees' efforts. The workforce's contributions are crucial when it comes to the success of technology or any other business on the global stage. However, they will disregard their personal and social lives to achieve their aim. Workers in the private sector, particularly those in the information technology industry, suffer from mental health issues such as stress, depression, anxiety, and addiction. Using Neutrosophic Cognitive Maps (NCM),

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Jose, Jose, Sheila Belen Esparza Pijal, Mónica Isabel Mora Verdezoto, Lorenzo Cevallos Cevallos-Torres, and Sanjar Mirzaliev. "Enhancing Decision-Making in Uncertain Environments: The Role of Neutrosophic Cognitive Maps in Analyzing Complex Systems." Journal of Intelligent Systems and Internet of Things 13, no. 1 (2024): 287–92. https://doi.org/10.54216/jisiot.130121.

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Using Neutrosophic Cognitive Maps (NCM), this research tackles the very core of one of the main problems that exist in the analysis of complex structures and systems: how to represent and model decision making in situations of uncertainty, or where there is contradiction and ambiguity. This problem gets even worse in the areas of knowledge management, strategic evaluation, or design of public policies since orthodox methods do not always possess required versatility for combining partially available or contradicting information. To address this challenge, the researchers recommend Neutrosophic

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Ramona, Parraga Alava, Muñoz Murillo José, Barre Zambrano Roy, Isabel Zambrano Vélez María, and Leyva Vázquez Maikel. "PEST Analysis Based on Neutrosophic Cognitive Maps: A Case Study for Food Industry." Neutrosophic Sets and Systems 21 / 2018 (September 4, 2018): 84–92. https://doi.org/10.5281/zenodo.1408727.

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S. Nareshkumar. "Modeling Uncertainty and Interdependencies in Medical Risk Factors: a Neutrosophic Approach to Complex Health System." Advances in Nonlinear Variational Inequalities 28, no. 3s (2024): 510–22. https://doi.org/10.52783/anvi.v28.3120.

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Cancer remains an intimidating challenge, a complex and heterogeneous group of diseases which has several root causes becomes a challenging deadly disease to the provinces of medicine and science. In recent years, from the younger generation to older, invariably in all the age groups, the cancer affected persons can be seen in common. Lung cancer, particularly Non-small cell lung cancer is one of the leading causes of cancer- related deaths globally. Lung cancer is often diagnosed only at advanced stages, where there are limited treatment options available. This paper delves into recent advanc

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Kandasamy, Ilanthenral, Divakar Arumugam, Aryan Rathore, et al. "NCMPy: A Modelling Software for Neutrosophic Cognitive Maps based on Python Package." Neutrosophic Systems with Applications 13 (December 8, 2023): 1–22. http://dx.doi.org/10.61356/j.nswa.2024.114.

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Cognitive maps are a vital tool that can be used for knowledge representation and reasoning. Fuzzy Cognitive Maps (FCMs) are popular soft computing techniques used to model large and complex systems, and they can aid in explainable artificial intelligence (AI). FCMs, however, cannot model the indeterminacy that arises in a system due to various uncertainties. Neutrosophic Cognitive Maps (NCMs), upgraded FCMs that could model indeterminacy, were introduced to address this issue. NCMs are a generalization of FCMs, a field of cognitive science firmly based on neural networks. NCMs have been used

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admin, admin, Alisher Sherov, Tukhtabek Rakhimov, Emil Hajiyev, and Hafis Hajiyev. "Multi-Step Neutrosophic Cognitive Map Based Decision Making Framework for Short-Term Financial Stock Market Price Trend Prediction." International Journal of Neutrosophic Science 26, no. 2 (2025): 153–63. https://doi.org/10.54216/ijns.260211.

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Neutrosophic cognitive maps are expansion of fuzzy cognitive maps, containing indetermination in causal relations. Fuzzy cognitive maps do not require an indeterminate relationship, making it less adequate for real-time applications. A logic in which every proposition is projected to have the truth percentage in subset T and the falsity percentage in subset F is named Neutrosophic Logic. This logic is also considered the general form of Intuitionistic fuzzy logic. Stock price prediction is a main topic in economics and finance, which has promoted the priority of investigators in recent years t

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Nasser, Nasser, Leonso Torres Torres, Jorge G. Del Pozo C., and Nasser El El-Kanj. "Neutrosophic Cognitive Maps for Mediation as a Conflict Resolution Method in Traffic Conflicts." International Journal of Neutrosophic Science 24, no. 1 (2024): 249–58. http://dx.doi.org/10.54216/ijns.240122.

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This study investigated the dynamics of interaction between key variables in traffic accident mediation and how the inherent indeterminacy in these interactions influences the outcomes of mediation. Neutrosophic Cognitive Maps and neutrosophic logic were used to model and quantify the centrality and influence of such variables. The results highlighted the importance of negotiation strategies and emotional management as factors of high centrality in the mediation process. Based on these findings, the implementation of targeted training programs and the adoption of advanced analytical tools to i

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Rajkumar, A., N. Lakshmipathy, and A. Praveen Prakash. "RANKING METHOD USING NEW TRIANGULAR COMBINED OVERLAP NEUTROSOPHIC COGNITIVE MAPS (TRCOBNCMS)." Advances in Mathematics: Scientific Journal 9, no. 12 (2020): 11161–67. http://dx.doi.org/10.37418/amsj.9.12.96.

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VictorDevadoss, A., A. Rajkumar, and N. Jose Parvin Praveena. "A Study on Miracles through Holy Bible using Neutrosophic Cognitive Maps (NCMS)." International Journal of Computer Applications 69, no. 3 (2013): 22–27. http://dx.doi.org/10.5120/11823-7522.

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Raúl, D. C. Marcelo Ra�, T. T. Diego Fabricio, and D. P. F. Patty Elizabeth. "Analyzing the impact of social factors on homelessness with neutrosophic cognitive maps." International Journal of Neutrosophic Science 19, no. 1 (2022): 260–66. http://dx.doi.org/10.54216/ijns.190121.

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Homeless people are marginalized because they lack the resources necessary to participate in mainstream culture. It is not unusual to come across homeless persons in the streets of Quito, Ecuador, particularly in the downtown area. Society often refers to them as the unaccepted, the outcasts, the marginalized, and the homeless. Being a victim of aggressiveness is not an inevitable part of life on the streets. Still, unfortunately, we are seeing more and more instances of it being shown nearly every day. Many groups work to alleviate this problem by providing aid or enhancing the quality of lif

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P.Subashini, P. Subashini, and R. Sophia Porchelvi. "A Neutrosophic Cognitive Maps Approach For TheSymptoms-Disease Model In Maternal Healthcare." International Journal of Advances in Engineering and Management 6, no. 11 (2024): 638–51. https://doi.org/10.35629/5252-0611638651.

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for maternal health conditions using neutrosphic cognitive maps (NCM). This approach develops a NCM model to analyze the nine symptoms associated with the six disorders that affect expectant mothers. A numerical example of the diagnosis model is also provided to demonstrate the applicability of the proposed NCM approach

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Adam, Adam, and Abdulkarim Alsayegh. "Integrating N‐person Intuitionistic Neutrosophic Soft Games with Neutrosophic Cognitive Maps for Cloud Storage with Accounting Information Systems." International Journal of Neutrosophic Science 24, no. 3 (2024): 34–44. http://dx.doi.org/10.54216/ijns.240303.

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Neutrosophic logic is founded on non-standard evaluation. In neutrosophic set (NS), the computation of indefiniteness is explicit, while the membership of truth, falsity, and indeterminacy are non-reliable. Recently, various attractive game theory application is extended by entrenching the fuzzy set logic. The accounting data analysis has to contribute the innovativeness. This includes various characteristics. It applies billions of individuals in the business to develop and design novel products until the sale managing of the enormous sales staff. While cloud storage provides flexibility and

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Gorbachev, Sergey, and Tatyana Abramova. "Design of Fuzzy Cognitive Model of Mutual Influence and Connectivity of Innovative Technologies." Journal of Modeling and Optimization 10, no. 1 (2018): 1. http://dx.doi.org/10.32732/jmo.2018.10.1.1.

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The article is devoted to research and development of fuzzy cognitive model of mutual influence and connectivity of innovative technologies on the basis of synthesis of interdisciplinary research strategies - foresight methods based on logically transparent mechanisms of interpretation of the solution, expert weighting methods and neutrosophic cognitive maps. Neutrosophic cognitive map of mutual influence and connectivity of innovative technologies is constructed on the basis of data on the nature and intensity of these interactions, allowing to calculate the degree of influence of one or seve

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Joseph Bellarmin, A., A. Victor Devadoss, and M. Clement Joe Anand. "A Study of Quality in Primary Education Combined Disjoint Block Neutrosophic Cognitive Maps (CDBNCM)." International Journal of Business Intelligents 004, no. 002 (2015): 98–101. http://dx.doi.org/10.20894/ijbi.105.004.002.009.

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D, Yuvageswary, and Johnson Savarimuthu S. "A Study on the Exposures of Rag- Pickers using Induced Neutrosophic Cognitive Relational Maps." International Journal of Computing Algorithm 4, no. 2 (2015): 68–71. http://dx.doi.org/10.20894/ijcoa.101.004.002.004.

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PraveenPrakash, A., Kannan M. P. Kannan.M.P, and Esther Jerlin J. "A Study on the Causes for Child Trafficking using Triangular Neutrosophic Cognitive Maps (TrNCMs)." International Journal of Computer Applications 103, no. 11 (2014): 34–38. http://dx.doi.org/10.5120/18120-9431.

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Praveenprakash, A., Kannan M. P. Kannan.M.P, and Esther Jerlin J. "A Study on the Causes for Child Trafficking using Trapezoidal Neutrosophic Cognitive Maps (TpNCMs)." International Journal of Computer Applications 104, no. 8 (2014): 36–39. http://dx.doi.org/10.5120/18226-9393.

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Abd Rhani, Norarida, Nurul Eylia Maisarah Mazlan, Nur Amani Izzati Mohd Azhan, Siti Nurul Fitriah Mohamad, and Suriana Alias. "Fuzzy and Neutrosophic Cognitive Maps Analysis of the Emergence of COVID-19 Post-vaccination." Malaysian Journal of Fundamental and Applied Sciences 20, no. 4 (2024): 801–12. http://dx.doi.org/10.11113/mjfas.v20n4.3472.

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After several years of the spread of coronavirus disease 2019 (COVID-19) around the world occurred, World Health Organization (WHO) has stimulated great efforts to develop a vaccine against the COVID-19. Therefore, all of citizen is obliged to take the vaccine for precaution. However, the vaccine is only one step to reduce the spreadness of COVID-19, where the appearance of COVID-19 can occur after vaccination. Some peoples do not understand the vaccine function where it is used to prevent spreading COVID-19. This research analysed the emergence of COVID-19 post-vaccination by using the method

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Emerson, Emerson, Pablo Morales, Cristian Jiménez-J� Jiménez-Jácome, and Dilfuza Abidova. "Development of Neutrosophic Cognitive Maps (NCM) for the Evaluation and Ranking of the Main Causes of the Appearance of Fruit Fly Pests." International Journal of Neutrosophic Science 25, no. 1 (2025): 485–94. http://dx.doi.org/10.54216/ijns.250143.

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The development of Neutrosophic Cognitive Maps (NCM) for the evaluation and ranking of the main causes of the appearance of fruit fly pests represents a significant advance in the field of agriculture and entomology ̣This innovative approach allows for a holistic and integrated view of the complex and often interdependent factors that contribute to the proliferation of these destructive pests ̣Using neutrosophic theory, which incorporates degrees of truth, falsehood, and indeterminacy, NCMs offer a powerful tool for identifying and prioritizing critical variables ̣In this way, a more nuanced a

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Petukhova, Alina Vladimirovna, Anna Vladimirovna Kovalenko, and Anna Vyacheslavovna Ovsyannikova. "Algorithm for Optimization of Inverse Problem Modeling in Fuzzy Cognitive Maps." Mathematics 10, no. 19 (2022): 3452. http://dx.doi.org/10.3390/math10193452.

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Managerial decision-making is a complex process that has several problems. The more heterogeneous the system, the more immeasurable, non-numerical information it contains. To understand the cognitive processes involved, it is important to describe in detail their components, define the dependencies between components, and apply relevant algorithms for scenario modelling. Fuzzy cognitive maps (FCMs) is the popular approach for modeling a system’s behavior over time and defining its main properties. This work develops a new algorithm for scenario analysis in complex systems represented by FCMs t

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Paraskevas, Antonios, Michael Madas, and Yiannis Nikolaidis. "Using Neutrosophic Cognitive Maps to Support Group Decisions About Modeling and Analyzing Smart Port Performance." Applied Sciences 15, no. 4 (2025): 1981. https://doi.org/10.3390/app15041981.

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Contemporary ports are facing a variety of challenges due to technological advancements, economic pressures, and changing policies. Key issues include the effects of globalization, rapid advancements in information and communication technologies (ICTs), and the changing nature of port services. In order to tackle these challenges and achieve operational excellence, adapt to the shifting of activities, and meet new business demands, smart ports have been proposed as a comprehensive solution. These challenges arise because port success is often measured by traditional metrics such as port size a

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S, Aseervatham, and Victor Devadoss A. "Study on the Influences of Ragas in Holy Mass Songs Using Neutrosophic Fuzzy Cognitive Maps (NFCMS)." INTERNATIONAL JOURNAL OF COMPUTING ALGORITHM 2, no. 1 (2013): 52–56. http://dx.doi.org/10.20894/ijcoa.101.002.001.014.

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Paucarchuco, Ketty Marilú Moscoso, Manuel Michael Beraún Espíritu, Uriel Rigoberto Quispe-Quezada Quezada, et al. "Evaluation of the Economic Viability of Circular Models in Agri-culture Based on Neutrosophic Cognitive Maps." International Journal of Neutrosophic Science 24, no. 4 (2024): 52–58. http://dx.doi.org/10.54216/ijns.240425.

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The main purpose of this evaluation is to analyze the economic viability of the implementation of circular models in agriculture in Tarma, Peru. This involves examining the costs and benefits associated with the adoption of circu-lar practices, as well as identifying possible barriers and opportunities for their implementation at the local level. By better understanding the economic landscape, it will be possible to inform decision-making both at the govern-ment level and at the level of individual farmers. For the analysis, we have a committee of 30 experts who will evaluate the relationship

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A.G.Almache, Francisco A. G., Carlos R. H. Lomas, and Josue R. L. Mina. "Presumption of Innocence: Analysis of its Application using Neutrosophic Methods." International Journal of Neutrosophic Science 18, no. 4 (2022): 125–34. http://dx.doi.org/10.54216/ijns.180411.

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The application of the principle of innocence in Ecuador has irregularities since there has been an abuse of preventive detention, violating the constitutional and normative principle of the presumption of innocence. The justification for the preventive detention lies in the alleged need to ensure the accused's appearance. This turns this form of insurance into an early conviction because by proving his innocence at the hearing,the accused has already been unjustly deprived of his freedom, which leads him to suffer another series of damages. Therefore, it is necessary to study the subject to d

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Layal, Layal, Carlos Javier L. Chapeta, Rosa E. Chuga Quemac, and Layal Kallach. "Fusion of Centrality Measures with D-OWA in Neutrosophic Cognitive Maps to Develop a Composite Centrality Indicator." International Journal of Neutrosophic Science 24, no. 2 (2024): 50–57. http://dx.doi.org/10.54216/ijns.240205.

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This study utilized Neutrosophic Cognitive Maps (NCMs) integrated with the D-OWA operator to analyze the nutritional rights of pregnant women in Ecuador, with a focus on the crucial role of nutrition education. The innovative application of the D-OWA operator enabled the computation of a composite centrality measure by merging key centrality indicators—degree, closeness, and betweenness—each appropriately weighted according to its relevance to the analysis. This methodology provided a sophisticated evaluation of the factors impacting maternal nutrition, demonstrating how combining various cent

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W., B. VASANTHA KANDASAMY, and SMARANDACHE FLORENTIN. "NEUTROSOPHIC COGNITIVE MAPS AND NEUTROSOPHIC RELATIONAL MAPS." April 11, 2017. https://doi.org/10.5281/zenodo.854469.

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Maikel, Leyva-Vázquez, Escobar-Jara Rebeca, and Smarandache Florentin. "Modelos mentales y mapas cognitivos neutrosóficos Mental models and neutrosophic cognitive maps." February 28, 2018. https://doi.org/10.5281/zenodo.1254944.

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In this work, elements related to mental models elicitation and analysis are addressed through causal models. Issues related to the need to include indeterminacy in causal relationships through neutrophic cognitive maps are discussed. A proposal for static analysis in neutrosophic cognitive maps is presented. The following activities are included in the proposal: Calculate, measures of centrality, Classify nodes, De-neutrosification, and Ranking nodes. As future works, the incorporation of new metrics of centrality in neutrosophic cognitive maps is proposed. The inclusion o

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Shakil, Talha Alam Mohammed, Ubaid Syed, Saquib Sohail Shahab, and Afshar Alam M. "A Neutrosophic Cognitive Map Based Approach to Explore the Health Deterioration Factors." March 21, 2021. https://doi.org/10.5281/zenodo.4625707.

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  Neutrosophy logic has gained an exponential fame in recent years among researchers and academician specially when there is need to deal with the different and difficult situations. Out of several neutrosophy-sets related concepts, the researchers have used neutrosophic cognitive maps for identifying the hidden and indeterminate factors that can influence a particular situation or can significantly affect any problems which involve making decisions. In our study we have used neutrosophic cognitive maps to explore the factors which can lead to health deterioration. The present method not

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Nivetha, Martin, and Smarandache Florentin. "Plithogenic Cognitive Maps in Decision Making." August 19, 2020. https://doi.org/10.5281/zenodo.3991501.

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Plithogenic sets introduced by Smarandache (2018) have disclosed new research vistas and this paper introduces the novel concept of plithogenic cognitive maps (PCM) and its applications in decision making. The new approach of defining instantaneous state neutrosophic vector with the confinement of indeterminacy to (0,1] is proposed to quantify the degree of indeterminacy. The resultant vector is obtained by applying instantaneous state vector through the connection matrix together with plithogenic operators comprising the contradiction degrees. The connection matrix is represented as fuzzy mat

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.., Nivetha, and Florentin Smarandache. "Plithogenic Cognitive Maps in Decision Making." International Journal of Neutrosophic Science, 2020, 09–21. http://dx.doi.org/10.54216/ijns.090101.

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Plithogenic sets introduced by Smarandache (2018) have disclosed new research vistas and this paper introduces the novel concept of plithogenic cognitive maps (PCM) and its applications in decision making. The new approach of defining instantaneous state neutrosophic vector with the confinement of indeterminacy to (0,1] is proposed to quantify the degree of indeterminacy. The resultant vector is obtained by applying instantaneous state vector through the connection matrix together with plithogenic operators comprising the contradiction degrees. The connection matrix is represented as fuzzy mat

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Aasim, Zafar, and Anas Wajid Mohd. "Neutrosophic Cognitive Maps for Situation Analysis." October 20, 2019. https://doi.org/10.5281/zenodo.3514407.

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There are various factors which lead to the criminal behaviour in humans. Prominent re-searchers monitoring the situation of crime in Nigeria cite poverty, unemployment, family-breakdown, bribing & corruption, lack of co-operation from public and negative perception of police to be the major causes behind criminal behaviour. The factors like underemployment, inadequate equipment, NGOs are not taken into account by the researchers because these are considered to be indeterminate. To show how these indeterminate factors are actually related to crime in Nigeria we model the situation mathe-ma

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Sujatha, Ramalingam, Govindan Kuppuswami, Vasantha Kandasamy W.B., and Broumi Said. "An Approach for Study of Traffic Congestion Problem Using Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps-the Case of Indian Traffic." December 10, 2019. https://doi.org/10.5281/zenodo.3569712.

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The aim of this paper is to find the reasons for traffic congestion problem and its solution using Neutrosophic Cognitive Maps (NCMs) and Fuzzy Cognitive Maps (FCMs). Fuzzy theory only measures the grade of membership but fuzzy theory has failed to characteristic the perception when the relations between concepts in problems are indeterminate. Addition of concepts of indeterminate situation with fuzzy logic forms the neutrosophic logic. Since, some of the reasons for traffic congestions are indeterminate we use Neutrosophic Cognitive Maps to find a solution. The discussion is based on Indian r

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R.Priya and Martin Nivetha. "Neutrosophic Sociogram Approach to Neutrosophic Cognitive Maps in Swift Language." April 9, 2022. https://doi.org/10.5281/zenodo.6426379.

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Neutrosophic Cognitive Maps (NCM) decision-making system encompasses sequential tasks of resolving the confrontations in finding the ideal solution. This paper introduces neutrosophic sociogram (NS) approach as an alternative to the conventional approach of NCM in finding the fixed point of the dynamical NCM system. A comparative analysis is made between two approaches and the efficiency of the proposed approach is validated with an application to find the interrelationship between the persuading eleven factors of Technopreneurship. It was observed that the results obtained using the proposed

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Sujatha, Ramalingam, Govindan Kuppuswami, and Broumi Said. "Analysis of Covid-19 via Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps." April 22, 2021. https://doi.org/10.5281/zenodo.4711511.

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As far world history is concerned, human being faced many problems like world war, terrorist attack, bomb blasters, natural disasters and so on. But all these problems are visible and were able to come across in few months or years. Nowadays situation is entirely different from the past world history, because all the worlds are fighting with an invisible enemy called Novel Corono virus disease (Covid-19). If we compare with other diseases like Swine flu, Ebola virus this disease is very infectious and the death rate is also severe all around the world. The covid-19 pandemic has affected everyo

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Ameirys, Betancourt-Vázquez, and Leyva-Vázquez Maikel. "Neutrosophic cognitive maps for modeling project portfolio interdependencies." July 1, 2015. https://doi.org/10.5281/zenodo.22573.

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Interdependency modeling and analysis have commonly been ignored in project portfolio management. In this work, we proposed a new method for modeling project portfolio interdependencies, and specially risks interdependencies, using neutrosophic logic and neutrosophic cognitive maps. This proposal has many advantages for dealing with indeterminacy making easy the elicitation of knowledge from experts. An illustrative example is presented to demonstrate the applicability of the proposed method.

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Kalyan, Monda, and Pramanik Surapati. "A Study on Problems of Hijras in West Bengal Based on Neutrosophic Cognitive Maps." July 1, 2015. https://doi.org/10.5281/zenodo.22436.

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This paper deals with the problems faced by Hijras in West Bengal in order to find its solutions using neutrosophic cognitive maps. Florentin Smarandache and Vasantha Kandasamy studied neutrosophic cognitive map which is an extension of fuzzy cognitive map by incorporating indeterminacy.Hijras is considered as neither man nor woman in biological point of view. They are in special gender identity (third gender) in Indian society. In their daily life, they have to face many of problems in social aspects.

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Bhutani, Kanika, Megha Kumar, Gaurav Garg, and Swati Aggarwal. "Assessing IT Projects Success with Extended Fuzzy Cognitive Maps & Neutrosophic Cognitive Maps in comparison to Fuzzy Cognitive Maps." Neutrosophic Sets and Systems 12, 2016 (June 15, 2016). https://doi.org/10.5281/zenodo.571131.

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IT projects hold a huge importance to economic growth. Today, half of the capital investments are in IT technology. IT systems and projects are extensive and time consuming; thus implying that its failure is not affordable, so proper feasibility study of assessing project success factors is required. A current methodology like Fuzzy Cognitive Maps has been experimented for identifying and evaluating the success factors in IT projects, but this technique has certain limitations. This paper discusses two new approaches to evaluate IT project success: Extended Fuzzy Cognitive Maps (E-FCM) & N

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Bellarmin, A. Joseph, A. Victor Devadoss, and M. Clement Joe Anand. "A Study of Quality in Primary Education Combined Disjoint Block Neutrosophic Cognitive Maps (CDBNCM)." International Journal of Business Intelligent 5, no. 2 (2016). http://dx.doi.org/10.20894/ijbi.105.005.002.006.

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Quality in primary education has been classified into five factors involving learners, content, processes, environment and outcomes. In this paper we analyzed, quality in primary education in Chennai and find out its solution using Neutrosophic cognitive maps (NCMS), which is the generalization of fuzzy cognitive maps (FCMS) defined by W.B. Vasantha Kandasamy and Florentine Smarandache. This paper has five sections. First section gives information about development of fuzzy cognitive maps and Neutrosophic cognitive maps. Second section gives the preliminaries of FCMS and NCMS. In section three

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Evelyn, Jazmín Henríquez Antepara, Elizabeth Arízaga Gamboa Jenny, Rocio Campoverde Méndez Mélida, and Elizabeth Peña González Miriam. "Competencies Interdepencies Analysis based on Neutrosophic Cognitive Mapping." June 19, 2017. https://doi.org/10.5281/zenodo.831949.

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Recently, there has been increasing interest in competency-based education. Additionally, neutrosophic cognitive maps and its application in decision making have become a topic of significant importance for researchers and practitioners. In this paper, a framework 33 based on static analysis of neutrosophic cognitive maps applied to competencies modelling and prioritization in presented. A case study based on modelling and prioritization of transversal competencies in system engineering is developed. The paper ends with conclusion and future research directions.

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Regan, Murugesan, Parthiban Yamini, and Narmada Devi R. "A Comparative Study of Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps on Covid Variants." April 16, 2023. https://doi.org/10.5281/zenodo.7832763.

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The pandemic situation created by COVID’19 is ridiculous. It has made even the blood relations hide themselves from the infected person. The whole world was stunned by this situation. This is because of the uncertainty in the way in which this disease is spread. As an advancement of this disease, a few other variants like delta, omicron etc. also got spread. It is essential to find a solution to this situation . The variants Omicron and Delta are taken into consideration here. Though both the vibrant colours look alike, the symptoms and prevention methods changes for each of these vibran

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C., Barrionuevo de la Rosa, Cárdenas Bolaños B., Cárdenas Echeverría H., Cabezas Padilla R., and A. Sandoval Ruilova G. "PESTEL analysis with neutrosophic cognitive maps to determine the factors that affect rural sustainability. Case Study of the South-Eastern plain of the province of Pinar del Río." July 9, 2019. https://doi.org/10.5281/zenodo.3275622.

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Neutrosophic cognitive maps and their application in decision-making have become an important subject for researchers and practitioners. Especially, PESTEL analysis based on neutrosophic cognitive maps is a useful method, which permits to analyse specific topics statically. In the present paper strategies for the external factors that contribute to the identification of agricultural contexts in the South-Eastern plain of the province of Pinar del Río, Cuba are studied based on PESTEL analysis and neutrosophic cognitive maps. Here, PEST analysis incorporates Ecological and Legal factors

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Gustavo, Adolfo Álvarez Gómez, Yelandi Leyva Vázquez Maikel, and Estupiñán Ricardo Jesús. "Application of Neutrosophy to the Analysis of Open Government, its Implementation and Contribution to the Ecuadorian Judicial System." November 28, 2022. https://doi.org/10.5281/zenodo.7374277.

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The implementation of open governments is a trend in recent years in democratic countries, of which Ecuador is a part. Reaching its correct development and operation represents a challenge and an opportunity for the sectors that make up society, including the judicial system. The present investigation is based on the analysis of open government and how it can be brought to reality in the Ecuadorian judicial system, taking into account that like any phenomenon of practical life, it presents a certain degree of indeterminacy in the information analyzed. Methods such as PESTEL analysis, cognitive

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Kanika, Bhutani, and Gigras Yogita. "Classification using Fuzzy Cognitive Maps & Fuzzy Inference System." March 5, 2015. https://doi.org/10.5281/zenodo.34788.

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Fuzzy classification has become very necessary because of its ability to use simple linguistically interpretable rules and has get control over the limitations of symbolic or crisp rule based classifiers. This paper mainly deals with classification on the basis of soft computing techniques Fuzzy cognitive maps and fuzzy inference system. But the data available for classification contain some missing or ambiguous data so it is better to use the Neutrosophic logic for classification.

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Kanika, Bhutani, Gaurav, and Kumar Megha. "Fuzzy Inference System & Fuzzy Cognitive Maps based Classification." July 5, 2015. https://doi.org/10.5281/zenodo.34819.

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Fuzzy classification is very necessary because it has the ability to use interpretable rules. It has got control over the limitations of crisp rule based classifiers. This paper mainly deals with classification on the basis of soft computing techniques fuzzy cognitive maps and fuzzy inference system on the lenses dataset. The results obtained with FIS shows 100% accuracy. Sometimes the data available for classification contain missing or ambiguous data so Neutrosophic logic is used for classification to deal with indeterminacy.

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Katia, Ninozca Flores Ledesma, W. Cánez Palomino Rafael, R. Vilcapoma Pérez César, et al. "Evaluation of the challenges and opportunities of Artificial Intelligence applied in current Latin American Education with the help of Neutrosophic SWOT and Neutrosophic Cognitive Maps." July 1, 2024. https://doi.org/10.5281/zenodo.12752950.

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Artificial intelligence (AI) has revolutionized many areas, including education, by improving teaching methods and addressing challenges such as equity of access, data privacy, quality of algorithms, and adaptation of traditional education systems. This paper aims to analyze and understand the challenges and opportunities of artificial intelligence in Latin American education today. For the proposed evaluation we use the criteria of five experts on the subject. Specifically, we use Neutrosophic SWOT and static analysis of Neutrosophic Cognitive Maps techniques. The use of tools in the field of

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Saleh, Al-Subhi Salah Hasan, Pupo Iliana Perez, Roberto Garcia Vacacela, Perez Pedro Pinero, and Vazquez Maikel Leyva. "A New Neutrosophic Cognitive Map with Neutrosophic Sets on Connections, Application in Project Management." Neutrosophic Sets and Systems 22 (December 10, 2018). https://doi.org/10.5281/zenodo.2159750.

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Neutrosophic sets and their application to decision support have become a very important topic. In real situations, there are different sources of indeterminacy. This paper suggests a new decision-making model based on Neutrosophic Cognitive Maps (NCMs) for making comprehensive decisions from a multi-objective approach (diagnosis, decisions, and prediction) during the execution of many projects simultaneously. A Soft Computing technique like Fuzzy Cognitive Maps (FCMs) has been widely used for decision-making process in project management, but this technique has the limitation of not consideri

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Choez, Wilmer Ortiz, Marcos Quinteros Cortázar, Shirley Huerta Cruz, and Katiuska Rubira Carvache. "A framework for PEST analysis based on neutrosophic cognitive map: case study in a vertical farming initiative." October 14, 2017. https://doi.org/10.5281/zenodo.1012211.

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Recently, neutrosophic cognitive maps and its application in decision making have become a topic of great importance for researchers and practitioners alike. In this paper, a new model PEST analysis is presented based on neutrosophic cognitive maps static analysis. The proposed framework is composed of five activities, identifying PEST factors and sub-factors, modelling interrelation among PEST factors, calculate centrality measures, factor classification, and factors ranking. A case study developed in environment analysis for a vertical farming project was presented, ranking factor based in i

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C., Ramkumar, Ravanan R., Lourdusamy A., and Narayanamoorthy S. "A STUDY ON NEUTROSOPHIC COGNITIVE MAPS (NCM) AND ITS APPLICATIONS." February 26, 2015. https://doi.org/10.5281/zenodo.23094.

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In the society there are several poor people are living. One of the sympathetic poor people is gypsies. They are moving from one place to another place towards survive of life because of not having any permanent place to live. In this paper we have interviewed 300 gypsies in Tamilnadu using a linguistic questionnaire. As the problems faced by them to improve their life at large involve so much of feeling, uncertainties and unpredictability’s. I felt that it deem fit to use fuzzy theory in general and fuzzy Neutrosophic Cognitive maps inparticular.

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Jesús, Estupiñán Ricardo, Fernando Coka Flores Diego, Alfredo Eras Díaz Jorge, and Pérez Teruel Karina. "An Exploration of Wisdom of Crowds using Neutrosophic Cognitive Maps." October 23, 2020. https://doi.org/10.5281/zenodo.4121955.

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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

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