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Measuring The Degree Of Agreement Between Teachers' And Employers' Perceptions Of The Pedagogical Model, Using Plitogenic Statistics, Carla Gutiérrez Quiroz, Luis Abdon Rivera Paredes Oct 2025

Measuring The Degree Of Agreement Between Teachers' And Employers' Perceptions Of The Pedagogical Model, Using Plitogenic Statistics, Carla Gutiérrez Quiroz, Luis Abdon Rivera Paredes

Neutrosophic Sets and Systems

The systemic model of pedagogical management in the professional training of administrators of Instituto Superior Tecnológico Bolivariano de Tecnología (Ecuador) is assessed based upon the controversial findings of teachers and employers. The authors applied plithogenic statistics to quasi-measure the consensus/controversy between perceptions and triangulated data (interview with professors, survey with students and employers). It seems the significant controversy suggests that 1) systematic pedagogical management does not exist; 2) there's no pedagogical connection between university and enterprises; 3) teachers are not certified in innovative methodologies. Thus, a systematic model is recommended that relies upon strategic assessments to ensure vocational training relative …


Mentoring And Entrepreneurship In Higher Education: A Study From The Plithogenic Statistics, Wilmer Ortega Chávez, Janett Karina Vásquez Pérez, Beker Maraza Vilcanqui, Nazario Aguirre Baique, Carlos Manuel Sacarías Mercado, Ciro Angel Lazo Salcedo, Reyna Olano Del Castillo Oct 2025

Mentoring And Entrepreneurship In Higher Education: A Study From The Plithogenic Statistics, Wilmer Ortega Chávez, Janett Karina Vásquez Pérez, Beker Maraza Vilcanqui, Nazario Aguirre Baique, Carlos Manuel Sacarías Mercado, Ciro Angel Lazo Salcedo, Reyna Olano Del Castillo

Neutrosophic Sets and Systems

Entrepreneurship management in university students is a key factor for economic and social development, especially in intercultural contexts such as the Peruvian Amazon. However, the absence of effective training strategies limits the strengthening of these competencies. This study aims to evaluate the impact of a mentoring program on strengthening entrepreneurship management in students at the National Intercultural University of the Amazon in Peru. The research concludes that the implementation of mentoring programs can represent a key strategy to promote student entrepreneurship in regions with development needs, providing relevant evidence for educational practice and future interventions in higher education. Plithogenic statistics …


Current Situation Of The Integration Of Neutrosophy In Requirements Engineering, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Leonel Vasquez-Cevallos, Leili Lopezdominguez-Rivas Oct 2025

Current Situation Of The Integration Of Neutrosophy In Requirements Engineering, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Leonel Vasquez-Cevallos, Leili Lopezdominguez-Rivas

Neutrosophic Sets and Systems

This study conducts a comprehensive literature review to explore the integration of neutrosophic logic in Requirements Engineering (RE), addressing challenges such as uncertainty, ambiguity, and conflicting stakeholder perspectives. By systematically analyzing peer-reviewed studies from 2015 to 2024, the research synthesizes existing neutrosophic techniques—including Type-2 Neutrosophic Numbers (T2NNs), Neutrosophic Cognitive Maps (NCMs), and Single-Valued Neutrosophic Sets (SVNS)—and categorizes their applications into uncertainty handling, conflict resolution, and requirement prioritization. The study highlights neutrosophy’s transformative potential in enhancing RE practices, offering robust solutions beyond traditional methods. Additionally, it identifies underexplored techniques like Bipolar Neutrosophic Sets (BNS) and Neutrosophic Rough Sets (NRS) for future …


Digital Divide In Latin America: A Multivariate And Neutrosophic Delphi Analysis For Inclusion And Public Policy, Cristian Cornejo Gaete, Viviana Tartakowsky Pezoa, Claudio Ruff Escobar, Jaime Zañartu Reyes Oct 2025

Digital Divide In Latin America: A Multivariate And Neutrosophic Delphi Analysis For Inclusion And Public Policy, Cristian Cornejo Gaete, Viviana Tartakowsky Pezoa, Claudio Ruff Escobar, Jaime Zañartu Reyes

Neutrosophic Sets and Systems

This study examines access to digital connectivity in Latin America, highlighting both progress and persistent structural inequalities. In the context of the pandemic, the internet has consolidated its position as an essential tool for daily life, highlighting deep gaps between countries, urban and rural areas, and different socioeconomic groups. Using the graphical multivariate HJ-Biplot method, complemented by a Neutrosophic Delphi approach to model indeterminacies in digital inclusion policies, the research question is addressed: How are Latin American and Caribbean countries grouped according to their level of access to digital connectivity, considering socioeconomic, age, ¿and geographic differences? The hypothesis guiding this …


Predictive Model Of School Dropout In Higher Education Through Learning Analytics With Neutrosophic Plithogenic Hypotheses, David Núñez, Purificación Galindo-Villardón Oct 2025

Predictive Model Of School Dropout In Higher Education Through Learning Analytics With Neutrosophic Plithogenic Hypotheses, David Núñez, Purificación Galindo-Villardón

Neutrosophic Sets and Systems

Higher education dropout rates are an international problem, as many people abandon their studies, especially in the early years. This problem affects institutions, causing significant losses. In this context, it is essential to consider methods that allow for predicting dropout rates and taking rapid and effective measures. Objective: The main objective is to analyze prediction models using Learning Analytics, integrating neutrosophic plithogenic hypotheses, to identify early the risk of dropout in higher education. This provides institutions with useful tools to implement actions that help retain more students, considering uncertainty and complex interactions between academic and non-academic factors. Methodology: The method …


Predictive Modeling Of Atrial Fibrillation Using A Hybrid Multinomial-Neutrosophic Approach For Biomarker Identification, Lorenzo Cevallos-Torres, Luis Pilacuan-Bonete, Rosangela Caicedo-Quiroz, Franklin Parrales-Bravo, Eduardo Rubio-Bonito Oct 2025

Predictive Modeling Of Atrial Fibrillation Using A Hybrid Multinomial-Neutrosophic Approach For Biomarker Identification, Lorenzo Cevallos-Torres, Luis Pilacuan-Bonete, Rosangela Caicedo-Quiroz, Franklin Parrales-Bravo, Eduardo Rubio-Bonito

Neutrosophic Sets and Systems

Atrial fibrillation, characterized by chaotic rhythms and electrical complexity, presents a diagnostic challenge that requires innovative approaches to uncover its underlying biomarkers. This study proposes a hybrid predictive model based on multinomial logistic regression and neutrosophic logic, aiming to identify clinically significant patterns associated with this condition. Using the Knowledge Discovery in Databases (KDD) methodology, large volumes of cardiovascular data are analyzed to distinguish meaningful signals from background noise, revealing hidden connections and validating medical hypotheses. The implementation of the model through a digital prototype reflects a convergence of advanced statistics, artificial intelligence, and cardiovascular medicine, promoting a multidisciplinary approach. …


Neutrosophic Performance Evaluation Of A Consulting Firm Using A Hybrid Topsis-Owa Model From The Perspective Of Consultants And Auditors, Vladimir Vega Falcón Oct 2025

Neutrosophic Performance Evaluation Of A Consulting Firm Using A Hybrid Topsis-Owa Model From The Perspective Of Consultants And Auditors, Vladimir Vega Falcón

Neutrosophic Sets and Systems

Yet performance evaluation of consulting firms faces uncertainty and subjectivity for the auditor's consultant perspective a concern for problematizing proper strategic choice. This condition is relevant since consulting firms are integral to any enterprise problem solving, and identifying where productivity exists only makes firms more competitive and enhances quality of service to their clients. Yet the literature does not provide any constructs to properly apply indeterminacy to human assessments as operations are based on crisp integers and binary true/false logic which does not adequately represent the holistic expertise of the professional. Therefore, this study proposes a hybrid neutrosophic TOPSIS-OWA assessment …


Prioritizing Administrative Process Improvements Through Nahp And Business Process Management, Andrea Malavé Gómez, Andrés Avilés-Noles, Carlos Bastidas Sánchez, Fabrizzio Andrade Zamora Oct 2025

Prioritizing Administrative Process Improvements Through Nahp And Business Process Management, Andrea Malavé Gómez, Andrés Avilés-Noles, Carlos Bastidas Sánchez, Fabrizzio Andrade Zamora

Neutrosophic Sets and Systems

This research developed a hybrid approach that combines BPM and Neutrosophic Analytic Hierarchy Process (NAHP) to prioritize the improvement of administrative processes for more efficient operation in high uncertainty settings. For instance, BPMN 2.0 was used to visualize the AS-IS/TO-BE of a public university's document management process (current/future state) to identify the source of delays/duplication and the NAHP technique was employed to evaluate and prioritize the evaluation criteria (time, cost, and user satisfaction) through expert pairwise comparisons manifested by truth-degrees, indeterminacy, and falsity since NAHP confines ambiguity and inconsistencies of reply. The AS-IS/TO-BE findings indicated a 30% decrease in turnaround …


Neutrosophic Classification Of The Factors That Shape The Professional Profile Of Students In Ecuadorian Higher Education, Ana Jacqueline Noblecilla Olaya, María Paredes Morales, Amor Lalama Franco, Dalva Icaza Rivera, Fabrizzio Andrade Zamora Oct 2025

Neutrosophic Classification Of The Factors That Shape The Professional Profile Of Students In Ecuadorian Higher Education, Ana Jacqueline Noblecilla Olaya, María Paredes Morales, Amor Lalama Franco, Dalva Icaza Rivera, Fabrizzio Andrade Zamora

Neutrosophic Sets and Systems

This article examines the professional profile of university students in the context of uncertainty of Ecuador. What constitutes this professional profile? Technical skills? Soft skills? Demands of the international and national market? This is relevant to the nation because the employability situation of the country depends on economic development. The correlation between higher education and economic development has been complicated by developments that exploit imperfectly educated people for demand within the employment market. Thus, a professional profile is neither the first study of such developments; however, few studies exist that assess the professional profile through uncertainty and contradiction which means …


Hap-Covid: Hybrid Model Integrating Machine Learning And Neutrosophic Statistics To Estimate Mortality Risk In Covid-19 Comorbid Patients, Daniel Iturburu-Salvador, Lorenzo Cevallos-Torres, Rosangela Caicedo-Quiroz, Irma Naranjo-Peña, Rosa Hernández-Magallanes, Rosa Gonzáles-Quiñones Oct 2025

Hap-Covid: Hybrid Model Integrating Machine Learning And Neutrosophic Statistics To Estimate Mortality Risk In Covid-19 Comorbid Patients, Daniel Iturburu-Salvador, Lorenzo Cevallos-Torres, Rosangela Caicedo-Quiroz, Irma Naranjo-Peña, Rosa Hernández-Magallanes, Rosa Gonzáles-Quiñones

Neutrosophic Sets and Systems

This study aims to utilize a hybrid predictive model to evaluate the mortality risk in COVID-19 patients with comorbidities. It is challenging to make clinical decisions while dealing with SARS-CoV-2 because of the high death rate related to chronic conditions such as diabetes, hypertension, chronic obstructive pulmonary disease (COPD), renal failure, heart disease, and cancer. To overcome this obstacle, a Monte Carlo algorithm-based simulated database was created, with clinical variables represented by Bernoulli and truncated normal distributions. Several prediction models, including Decision Trees, Naive Bayes, and Neutrosophic Statistics, were trained using this database. While the neutrosophic model permitted risk categorization …


Study Of The Information Technology Knowledge Of First-Semester Students At A Private University In Huancayo Based On The Indeterminate Likert Scale And Z-Numbers, Ketty Marilú Moscoso-Paucarchuco, Wild Franz Cerron-Leon, Manuel Michael Beraún-Espíritu, José Segura-Cuyubamba, Leidy Yamira Carrera-Travezaño, Herbert Víctor Huaranga-Rivera, Edgar Gutiérrez-Gómez Oct 2025

Study Of The Information Technology Knowledge Of First-Semester Students At A Private University In Huancayo Based On The Indeterminate Likert Scale And Z-Numbers, Ketty Marilú Moscoso-Paucarchuco, Wild Franz Cerron-Leon, Manuel Michael Beraún-Espíritu, José Segura-Cuyubamba, Leidy Yamira Carrera-Travezaño, Herbert Víctor Huaranga-Rivera, Edgar Gutiérrez-Gómez

Neutrosophic Sets and Systems

It is essential for today's professional to know and master the information technologies that are part of modern life. Otherwise, this constitutes an educational deficiency in our universities that must be reversed. This paper aims to determine the level of information technology knowledge of first-semester students at the Franklin Roosevelt Private University of Huancayo in Peru. The study population consists of 240 students. Simple random sampling was used to select a representative sample. Data collection was carried out using a survey consisting of a questionnaire containing a set of 37 questions. The survey measures students' level of skills in using …


Https://Fs.Unm.Edu/Nss/Nss-89-2025-Sia.Pdf, Florentin Smarandache, Ma Kel Leyva Vázquez, Mohamed Abdel-Basset Oct 2025

Https://Fs.Unm.Edu/Nss/Nss-89-2025-Sia.Pdf, Florentin Smarandache, Ma Kel Leyva Vázquez, Mohamed Abdel-Basset

Neutrosophic Sets and Systems

No abstract provided.


Modeling Intertwined Humanity: Neutrosophic Complete Graphs, Ubuntu, And The Logic Of No, Florentin Smarandache, Victor Christianto Sep 2025

Modeling Intertwined Humanity: Neutrosophic Complete Graphs, Ubuntu, And The Logic Of No, Florentin Smarandache, Victor Christianto

Neutrosophic Sets and Systems

No abstract provided.


Color Blending In Image Processing Using New Operation On Neutrosophic Fuzzy Matrices, A. Anbukkarasi, M. Raji, H. Prathab, G. Kuppuswami, Ayyalappagari Sreenivasulu, K. Chinnadurai Sep 2025

Color Blending In Image Processing Using New Operation On Neutrosophic Fuzzy Matrices, A. Anbukkarasi, M. Raji, H. Prathab, G. Kuppuswami, Ayyalappagari Sreenivasulu, K. Chinnadurai

Neutrosophic Sets and Systems

No abstract provided.


Directed N-Superhypergraphs Incorporating Bipolar Fuzzy Information: A Multi-Tier Framework For Modeling Bipolar Uncertainty In Complex Networks, Takaaki Fujita, Florentin Smarandache Sep 2025

Directed N-Superhypergraphs Incorporating Bipolar Fuzzy Information: A Multi-Tier Framework For Modeling Bipolar Uncertainty In Complex Networks, Takaaki Fujita, Florentin Smarandache

Neutrosophic Sets and Systems

No abstract provided.


Interval Valued Neutrosophic Set With Machine Learning Model Dynamic Malware Detection In Digital Security, Mohanad Mousa Janat, Ahmed A El-Douh, Ahmed Abdelhafeez, Hanadi Ahmad Simmak Sep 2025

Interval Valued Neutrosophic Set With Machine Learning Model Dynamic Malware Detection In Digital Security, Mohanad Mousa Janat, Ahmed A El-Douh, Ahmed Abdelhafeez, Hanadi Ahmad Simmak

Neutrosophic Sets and Systems

No abstract provided.


Novel Methods For Computing The Moore-Penrose Inverse Of Neutrosophic Fuzzy Matrices, R. Jaya, S. Vimala Sep 2025

Novel Methods For Computing The Moore-Penrose Inverse Of Neutrosophic Fuzzy Matrices, R. Jaya, S. Vimala

Neutrosophic Sets and Systems

No abstract provided.


Max Multiplicative Operations On Neutrosophic Fuzzy Matrices And Its Application, T. Muthuraji, A. Anbukkarasi Sep 2025

Max Multiplicative Operations On Neutrosophic Fuzzy Matrices And Its Application, T. Muthuraji, A. Anbukkarasi

Neutrosophic Sets and Systems

No abstract provided.


Assessing The Performance Of Basic Education Informatization In The Digital Age Using Quintuple-Valued Neutrosophic Set, Yuan Sun Sep 2025

Assessing The Performance Of Basic Education Informatization In The Digital Age Using Quintuple-Valued Neutrosophic Set, Yuan Sun

Neutrosophic Sets and Systems

No abstract provided.


Optimizing Ai-Driven Digital Resources In Vocational English Learning Using Plithogenic N-Superhypergraph Structures For Adaptive Content Recommendation, Liang Zhang, Min Huang, Fenghua Li Sep 2025

Optimizing Ai-Driven Digital Resources In Vocational English Learning Using Plithogenic N-Superhypergraph Structures For Adaptive Content Recommendation, Liang Zhang, Min Huang, Fenghua Li

Neutrosophic Sets and Systems

No abstract provided.


A Nonstandard Neutrosophic Off-Norm Model For Evaluating Research Data Management Service Capability In University Libraries, Tao Xu Sep 2025

A Nonstandard Neutrosophic Off-Norm Model For Evaluating Research Data Management Service Capability In University Libraries, Tao Xu

Neutrosophic Sets and Systems

No abstract provided.


Inclusive Experiences In Pre-Professional Practices Of The Online Early Childhood Education Program At Milagro State University Using Plithogenic Statistics., Marylin Figueroa Cruz, María Elena Ron Vargas Sep 2025

Inclusive Experiences In Pre-Professional Practices Of The Online Early Childhood Education Program At Milagro State University Using Plithogenic Statistics., Marylin Figueroa Cruz, María Elena Ron Vargas

Neutrosophic Sets and Systems

No abstract provided.


Financial Behaviors And Their Predictive Power On Stress: A Neutrosophic Qca Approach, Suly Sendy Pérez-Castañeda, Blanca Estela, Dorie Cruz-Ramírez, Beatriz Sauza-Ávila, Gisela Janeth Espinosa-Martínez Sep 2025

Financial Behaviors And Their Predictive Power On Stress: A Neutrosophic Qca Approach, Suly Sendy Pérez-Castañeda, Blanca Estela, Dorie Cruz-Ramírez, Beatriz Sauza-Ávila, Gisela Janeth Espinosa-Martínez

Neutrosophic Sets and Systems

No abstract provided.


Evaluating Curriculum Alignment In University-Level Organic Chemistry Programs Using N-Valued Neutrosophic Trapezoidal Numbers, Huaying Gao, Hongchang Liu Sep 2025

Evaluating Curriculum Alignment In University-Level Organic Chemistry Programs Using N-Valued Neutrosophic Trapezoidal Numbers, Huaying Gao, Hongchang Liu

Neutrosophic Sets and Systems

No abstract provided.


Enhanced Multi-Criteria Dna Sequence Analysis Using Neutrosophic Logic And Deep Learning: An Integrated Approach For Comparison And Classification, Romany M. Farag, Mahmoud Y. Shams, Dalia A. Aldawody, Hazem M. El-Bakry, Huda E. Khalid, Ahmed K. Essa, A. A. Salama Sep 2025

Enhanced Multi-Criteria Dna Sequence Analysis Using Neutrosophic Logic And Deep Learning: An Integrated Approach For Comparison And Classification, Romany M. Farag, Mahmoud Y. Shams, Dalia A. Aldawody, Hazem M. El-Bakry, Huda E. Khalid, Ahmed K. Essa, A. A. Salama

Neutrosophic Sets and Systems

No abstract provided.


A Novel Multi-Criteria Decision-Making Approach For The Solution Of Cigarette Use Reduction Based On Generalized Neutrosophic Hypersoft Sets, Nguyen Thu Huong, Nguyen Tho Thong, Dao The Son, Dao Cao Son, Florentin Smarandache Sep 2025

A Novel Multi-Criteria Decision-Making Approach For The Solution Of Cigarette Use Reduction Based On Generalized Neutrosophic Hypersoft Sets, Nguyen Thu Huong, Nguyen Tho Thong, Dao The Son, Dao Cao Son, Florentin Smarandache

Neutrosophic Sets and Systems

No abstract provided.


Navigating Economic And Agricultural Realms With Interval-Valued Complex Neutrosophic Fuzzy Sets., Velan Kalaiyarasan, Krishnan Muthunagai Sep 2025

Navigating Economic And Agricultural Realms With Interval-Valued Complex Neutrosophic Fuzzy Sets., Velan Kalaiyarasan, Krishnan Muthunagai

Neutrosophic Sets and Systems

No abstract provided.


A Neutrosophic Eco-Dynamical Framework For Rural Ecotourism Management Quality Under Urban Expansion Pressure, Hongxia Lei, Rongbing Zhai Sep 2025

A Neutrosophic Eco-Dynamical Framework For Rural Ecotourism Management Quality Under Urban Expansion Pressure, Hongxia Lei, Rongbing Zhai

Neutrosophic Sets and Systems

No abstract provided.


Transitive And Strongly Transitive Neutrosophic Fuzzy Matrices, M. Anandhkumar, A. Savitha Mary, M. Kavitha, S. Subramanian, V. Sathishkumar, S.M. Chithra Sep 2025

Transitive And Strongly Transitive Neutrosophic Fuzzy Matrices, M. Anandhkumar, A. Savitha Mary, M. Kavitha, S. Subramanian, V. Sathishkumar, S.M. Chithra

Neutrosophic Sets and Systems

No abstract provided.


A Neutrosophic Approach To Improving Sentiment Classification Accuracy In Social Media Analytics, Raad A. Qasim, Sajjad Abbas, Habeeb Noori Jumaah, Maher Khalaf Hussein, Huda E. Khalid Sep 2025

A Neutrosophic Approach To Improving Sentiment Classification Accuracy In Social Media Analytics, Raad A. Qasim, Sajjad Abbas, Habeeb Noori Jumaah, Maher Khalaf Hussein, Huda E. Khalid

Neutrosophic Sets and Systems

No abstract provided.