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Topsis Approach For Madm Based On Quadripartitioned Single Valued Neutrosophic Refined Hamacher Aggregation Operations, Arokia Pratheesha S V, Annapoorna M S, Radha R, Parul Arora, Ritika Wason, Divya Baliga B Mar 2025

Topsis Approach For Madm Based On Quadripartitioned Single Valued Neutrosophic Refined Hamacher Aggregation Operations, Arokia Pratheesha S V, Annapoorna M S, Radha R, Parul Arora, Ritika Wason, Divya Baliga B

Neutrosophic Sets and Systems

Hamacher operators are extensively utilized in multicriteria attribute group decision-making (MAGDM) problems due to their remarkable adaptability provided by an adjustable parameter. Here, the Hamacher T-norm and T-conorm operations for two QSVNRNs are formulated.Using these Hamacher op erations, we present the quadripartitioned single-valued neutrosophic refined Hamacher weighted averaging (QSVNRHWA) operators within the QSVNR framework and analyze their properties.Finally, we explore a TOPSIS-based approach for multi-attribute decision-making problems that employs the QSVNRHWA opera tors, demonstrating its application in evaluating practical scenarios related to converting solid waste into energy.

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Performance Evaluation Of Venture Capital For Small And Medium-Sized Technology Startups Under Uncertainty Environmen, Zhihao Cao Mar 2025

Performance Evaluation Of Venture Capital For Small And Medium-Sized Technology Startups Under Uncertainty Environmen, Zhihao Cao

Neutrosophic Sets and Systems

This study presents a novel approach to evaluating venture capital in an uncertain environment using a multi-criteria decision-making (MCDM) methodology integrated with the plithogenic framework. Venture capital decisions often involve numerous conflicting factors and vague information, making precise evaluations challenging. The MARCOS method was applied to rank eleven alternatives based on eight criteria, such as return on investment and market growth. The criteria weights were computed using normalized crisp values, and the plithogenic operator was utilized to handle uncertainty. Sensitivity analysis confirmed the stability of the results, showing that the proposed method effectively ranks alternatives under varying conditions. The findings …

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Different Operators Via Weighted Averaging And Geometric Approach Using Trigonometric Neutrosophic Interval-Valued Set And Its Extension, Raed Hatamleh, Ahmed Salem Heilat, M. Palanikumar, Abdallah Al-Husban Mar 2025

Different Operators Via Weighted Averaging And Geometric Approach Using Trigonometric Neutrosophic Interval-Valued Set And Its Extension, Raed Hatamleh, Ahmed Salem Heilat, M. Palanikumar, Abdallah Al-Husban

Neutrosophic Sets and Systems

This work presents a new method for generating tangent trigonometric neutrosophic interval-valued sets. This article will cover tangent trigonometric neutrosophic interval-valued weighted averaging, geometric, generalized notions. We used an aggregating model to get the weighted average and geometric. Several sets with substantial characteristics will be further studied using the algebraic techniques

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Predicting Customer Satisfaction Based On Neutrosophic Sets: Applied On Mobile Food Ordering Application, Walaa Elsanabary, Nouran M. Radwan Mar 2025

Predicting Customer Satisfaction Based On Neutrosophic Sets: Applied On Mobile Food Ordering Application, Walaa Elsanabary, Nouran M. Radwan

Neutrosophic Sets and Systems

Customers’ satisfaction prediction is a vital process for all business organizations to draw new customers and maintain existing customers. One of the most efficient methods to predict customers' satisfaction is classifying customers' feedback. In the real world, customer’s feedback is ambiguous, confusing and inconsistent. This option can be stated in neutrosophic logic as indeterminacy membership, associated with truth and falsity membership. In this study, a classification model based on neutrosophic sets to handle the inconsistency of customer responses is presented. Also, significant factors that impact customers' satisfaction are defined. In order to show the procedures and the application of the …

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Robust Seismic Performance Evaluation Of Super High-Rise Concrete Structures Using Mcdm And Plithogenic-Ram Approach, Kaifeng Xing, Xiaoping Wang, Peng Chen Mar 2025

Robust Seismic Performance Evaluation Of Super High-Rise Concrete Structures Using Mcdm And Plithogenic-Ram Approach, Kaifeng Xing, Xiaoping Wang, Peng Chen

Neutrosophic Sets and Systems

More reinforced concrete supertall and megatall high-rise structures are being built due to the growing global demand for high-rise buildings, recent advancements in concrete technology, and improvements in construction techniques. When using concrete in these structures, additional care must be taken. Evaluating Super High-Rise Concrete Structures using various criteria is a multi-criteria decision-making (MCDM) challenge. We propose an MCDM method with a set of criteria and alternatives. The Root Assessment Method (RAM) is applied in this study to rank the alternatives. The RAM method is integrated with plithogenic sets to handle uncertain information. Plithogenic operators are used to combine the …

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Algebraic Properties Of Interval -Valued Quadri Partitioned Neutrosophic Fuzzy Matrices And Their Application In Multi-Criteria Decision- Making Problem, P. Tharini, C. Devi Shyamala Mary, P. Tharaniya, S. Prathap, S. Ramkumar, G. Dhanavel Mar 2025

Algebraic Properties Of Interval -Valued Quadri Partitioned Neutrosophic Fuzzy Matrices And Their Application In Multi-Criteria Decision- Making Problem, P. Tharini, C. Devi Shyamala Mary, P. Tharaniya, S. Prathap, S. Ramkumar, G. Dhanavel

Neutrosophic Sets and Systems

– In this study, we introduce two novel matrix concepts in the neutrosophic fuzzy domain: range-symmetric Interval-Valued Quadri Partitioned Neutrosophic Fuzzy Matrices and kernel symmetric Interval-Valued Quadri Partitioned Neutrosophic Fuzzy Matrices. These matrices are defined analogously to EP-matrices within the complex domain. Initially, we establish fundamental characterizations of range-symmetric matrices and then derive the necessary and sufficient conditions under which an Interval-Valued Quadri Partitioned Neutrosophic Fuzzy Matrices becomes kernel-symmetric . A detailed analysis follows to explore the relationship between range symmetric and kernel-symmetric Interval-Valued Quadri Partitioned Neutrosophic Fuzzy Matrices. Additionally, we introduce the concepts of Kernel and k-Kernel Symmetric Interval-Valued …

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Distance Measure For Fermatean Neutrosophic Sets: A Comparative Framework For Qualitative Evaluation, S. Bhuvaneshwari, C. Antony Crispin Sweety, Broumi Said Mar 2025

Distance Measure For Fermatean Neutrosophic Sets: A Comparative Framework For Qualitative Evaluation, S. Bhuvaneshwari, C. Antony Crispin Sweety, Broumi Said

Neutrosophic Sets and Systems

This work introduces a novel distance measure specifically designed for Fermatean Neutrosophic sets (FNS), extending upon existing measures such as the intuitionistic fuzzy distance and single-valued Neutrosophy distance measures. The study proposes a Hypothetical Framework for Fermatean Neutrosophic Sets to evaluate minimum distances and compares six different distance measures. These measures are applied within the contexts of both Fermatean Neutrosophic Sets and Neutrosophic Sets. The primary objective is to identify the shortest distance, enabling precise and appropriate decision-making. The study highlights the importance of false membership in FNS, which alters the ranking of FNS and establishes the Fermatean Neutrosophic set …

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Neutrosophic Non-Newtonian And Geometric Measures: A Consistent Analytical Framework, Amer Darweesh, Kamel Al-Khaled, Mohammed Shakhatreh, Mahmood Shareef Ajeel, Nermin Abo Hasan Mar 2025

Neutrosophic Non-Newtonian And Geometric Measures: A Consistent Analytical Framework, Amer Darweesh, Kamel Al-Khaled, Mohammed Shakhatreh, Mahmood Shareef Ajeel, Nermin Abo Hasan

Neutrosophic Sets and Systems

The neutrosophic measure is a generalization of the classical measure in situations when the space contains some indeterminacy. In this paper, we introduce the concept of the Neutrosophic Geometric Measure, we also provide some results, and examples related to the Neutrosophic Geometric Measure. A classical measure of the objects determinate component, a classical measure of its indeterminate part, and a further classical measure of the objects opposite determinate part are the three classical measures that make up the neutrosophic measure. To de ne the Neutrosophic Geometric Measure, we introduce a new measure on R+ and call it the geometric Lebesgue …

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, Combine Knowledge And Similarity Measure To Solve Single Valued Neutrosophic Set Mcdm Problems, Nguyen Xuan Thao, Truong Thi Thuy Duong Mar 2025

, Combine Knowledge And Similarity Measure To Solve Single Valued Neutrosophic Set Mcdm Problems, Nguyen Xuan Thao, Truong Thi Thuy Duong

Neutrosophic Sets and Systems

The Neutrosophics set have been paid attention of researchers using in many fields in the practice. It is a useful tool to deal with those complex problems. In this paper, we first investigat the knowledge measures on the Single neutrosophic set. Then, we introduce a new similarity measure of SNS that overcomes the restriction of some already existing similarity measure cases. A proposed measure-based multi-criteria decision-making (MCDM) model was constructed. In this model the knowledge measure to determine the weight of each criterion and similarity measure to rank the alternatives. This model applied to solve the agricultural land selection. Finally, …

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University Mathematics Classroom Teaching Quality Assessment Based On Core Competencies Using The Dematel Approach And Single-Valued Neutrosophic Hypersoft Sets, Jingjing Qiao Mar 2025

University Mathematics Classroom Teaching Quality Assessment Based On Core Competencies Using The Dematel Approach And Single-Valued Neutrosophic Hypersoft Sets, Jingjing Qiao

Neutrosophic Sets and Systems

This study proposes a multi-criteria decision-making (MCDM) approach to evaluate the quality of University Mathematics Classroom Teaching based on core competencies. The MCDM approach is applied within the framework of the neutrosophic set to address vague and uncertain data. Unlike the hypersoft set, which handles multiple disjoint attribute-valued sets corresponding to various characteristics, the soft set operates with a single set of attributes. This study introduces the concept of Single-Valued Neutrosophic Hypersoft Expert Sets (SVNS), which integrate single-valued neutrosophic sets and hypersoft expert sets. Eight criteria were employed to construct the pairwise comparison matrix. The Decision-Making Trial and Evaluation Laboratory …

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Intuitionistic Quadri-Partitioned Neutrosophic Sets With Extended Operators, Sai Anu P, Arulselvam A, Bobin A Mar 2025

Intuitionistic Quadri-Partitioned Neutrosophic Sets With Extended Operators, Sai Anu P, Arulselvam A, Bobin A

Neutrosophic Sets and Systems

We present the concept of intuitionistic quadri-partitioned neutrosophic sets (IQ-PNSs) and extend it to intuitionistic quadri-partitioned neutrosophic soft sets (IQ-PNSSs). These sets introduce a constraint where the combined membership values for truth and falsity must not exceed one, while the indeterminacy and contradiction membership values are restricted to the interval [01], ensuring the total sum of all membership values remains below three. In addition, we de ne necessity and possibility operators, along with two novel operators, ( and ), on IQ-PNSSs and explore their properties. Furthermore, we introduce and analyze the operators , , and , as well as the …

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Neutrosophic Analysis Of The Cultural Impact Of The Pinkullo In Llata: Integrating Chatgpt And Fsqca, Fredy Romulo Marcellini Morales, Betty Leon Trujillo, Esio Ocana Igarza, Roberto Carlos Cardenas Viviano Mar 2025

Neutrosophic Analysis Of The Cultural Impact Of The Pinkullo In Llata: Integrating Chatgpt And Fsqca, Fredy Romulo Marcellini Morales, Betty Leon Trujillo, Esio Ocana Igarza, Roberto Carlos Cardenas Viviano

Neutrosophic Sets and Systems

This study explores the cultural impact of the Pinkullo, a traditional Andean aerophone, on the community of Llata, Peru, through an innovative approach that integrates neutrosophic set theory with computational methods. By employing fuzzy-set Qualitative Comparative Analysis (fsQCA) and a novel application of ChatGPT for neutrosophic sentiment analysis, the research investigates the complex interplay between the Pinkullo and various aspects of community life, including cultural participation, social impact, and cultural preservation. Textual data collected from surveys was analyzed using the "ChatGPT Constructor" add-on in Orange Data Mining to generate neutrosophic scores, representing the truth, indeterminacy, and falsity of expressed sentiments …

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Division Of 3-Refined Neutrosophic Numbers By Using The Identification Method And The 3-Refined Ah-Isometry, Yaser Ahmad Alhasan, Mohamed Elghazali Ali Mohieldin Mohamed, Qusay Ahassan, Raja Abdullah Abdulfatah Mar 2025

Division Of 3-Refined Neutrosophic Numbers By Using The Identification Method And The 3-Refined Ah-Isometry, Yaser Ahmad Alhasan, Mohamed Elghazali Ali Mohieldin Mohamed, Qusay Ahassan, Raja Abdullah Abdulfatah

Neutrosophic Sets and Systems

This paper aims to study the division of 3-refined neutrosophic numbers, where it was discussed through two methods, the first is the identification method, and the second is the 3-refined AH-isometry. In addition to presenting special cases related to division of 3-refined neutrosophic numbers. The most important idea in this paper is that we were able to move from the formula we obtained in the 3-refined AH-isometry to the formula we found in the identification method and vice versa, hence this proves the validity of both formulas.

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A Study On Blended Teaching Model Evaluation For English Major Courses In Higher Education: An Uncertainty-Based Approach, Chunmei Xue Mar 2025

A Study On Blended Teaching Model Evaluation For English Major Courses In Higher Education: An Uncertainty-Based Approach, Chunmei Xue

Neutrosophic Sets and Systems

As businesses adopt remote work, online learning, and the digital workplace, the idea of blended learning keeps changing. Traditional trainer-led lectures and coaching sessions are still provided to learners, but they are combined with interactive, self-guided experiences that give employees practical training and allow them to operate as a team. The creation of a decision support system that facilitates the evaluation of blended learning of English courses in higher education for aiding students. In addition to qualitative metrics that show evaluation of blended learning, several quantitative metrics also influence blended learning performance. The purpose of this study is to evaluate …

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Implication-Based Neutrosophic Finite State Machine Over A Finite Group, S. Jafari, N. Rajesh, G. Nordo, M. Gorgone Mar 2025

Implication-Based Neutrosophic Finite State Machine Over A Finite Group, S. Jafari, N. Rajesh, G. Nordo, M. Gorgone

Neutrosophic Sets and Systems

In this paper, we define and investigate the concept of the implication-based neutrosophic finite state machine (IB-IFSA) over a finite group. Building upon the framework of neutrosophic logic, we introduce the implication-based neutrosophic kernel and the implication-based neutrosophic subsemiautomaton, establishing their formal definitions and properties. Additionally, we explore the structural interplay between these concepts and their implications within algebraic systems

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The Improper Neutrosophic Integrals, Yaser Ahmad Alhasan, Issam Mohammed Abdallah Abdalaziz, Raja Abdullah Abdulfatah, Florentin Smarandache Mar 2025

The Improper Neutrosophic Integrals, Yaser Ahmad Alhasan, Issam Mohammed Abdallah Abdalaziz, Raja Abdullah Abdulfatah, Florentin Smarandache

Neutrosophic Sets and Systems

In light of the expansion of research that dealt with the logic of the neutrosophic and its clear spread at the level of science, it was necessary for us to continue in the series of research that covers the calculus of neutrosophic integration, and this is what led us to study the improper neutrosophic integrals. This study dealt with the types of the improper neutrosophic integrals of the first and second kind. In addition, we discussed the concept of convergent and divergent neutrosophic integrals. As well as providing a set of examples related to these ideas.

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Enhancing Competency-Based Learning With Neutrosophic Regression And The Deming Cycle, Dr Hortencio Flores Flores, Dr. Irma Reyes Blácido, Dr. Magda Patricia Ramos Cevallos, Dr. Nemesia Hidalgo Penadillo Hidalgo Penadillo, Mg. Luz Magali Villarroel Nuñez Mar 2025

Enhancing Competency-Based Learning With Neutrosophic Regression And The Deming Cycle, Dr Hortencio Flores Flores, Dr. Irma Reyes Blácido, Dr. Magda Patricia Ramos Cevallos, Dr. Nemesia Hidalgo Penadillo Hidalgo Penadillo, Mg. Luz Magali Villarroel Nuñez

Neutrosophic Sets and Systems

This article introduces a novel approach to enhance competency-based learning by combining the Deming Cycle with neutrosophic statistics. Competency-based education focuses on practical skills, but uncertainty in student performance and assessment can hinder its effectiveness. Neutrosophic statistics, unlike traditional methods, explicitly models indeterminacy, providing a more complete picture of uncertainty in educational data. This approach integrates neutrosophic numbers into re gression analysis to predict learning outcomes and quantify the confidence level of those predictions. These predictions, with their associated indeterminacy, then inform the Deming Cycle (Plan-Do Check-Act), enabling educators to dynamically adjust teaching strategies based on data-driven in sights. This …

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A Concise Introduction To Hyperfuzzy, Hyperneutrosophic, Hyperplithogenic, Hypersoft, And Hyperrough Sets With Practical Examples, Takaaki Fujita, Florentin Smarandache Mar 2025

A Concise Introduction To Hyperfuzzy, Hyperneutrosophic, Hyperplithogenic, Hypersoft, And Hyperrough Sets With Practical Examples, Takaaki Fujita, Florentin Smarandache

Neutrosophic Sets and Systems

Various set concepts are widely recognized for effectively addressing u ncertainty, including fuzzy sets, neutrosophic sets, plithogenic sets, rough sets, and soft sets. These concepts have been further extended through hyperstructures (based on powersets) and superhyperstructures (based on n-th powersets, which are sets with repeated power set structures) [5,12–14,32]. These extensions are commonly referred to as HyperUncertain, SuperUncertain, and SuperHyperUncertain Sets/Logics/Probabilities/Statistics, and they were introduced by Smarandache in 2016-2017 [32] as parts of HyperStructures, SuperStructures, and SuperHyperStructures respectively. This paper recalls these concepts along with concrete examples.

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Conjugation Of Hypersoft Set And Triangular Neutrosophic To Evaluate Cognitive Digital Twins' Contribution To Smart Manufacturing, Mona Mohamed, Nurhan Alaa Mar 2025

Conjugation Of Hypersoft Set And Triangular Neutrosophic To Evaluate Cognitive Digital Twins' Contribution To Smart Manufacturing, Mona Mohamed, Nurhan Alaa

Neutrosophic Sets and Systems

The latest innovation in digital twin technology is called Cognitive Digital Twins (CDT). The sophisticated and autonomous activities made possible by this technology have the potential to revolutionize manufacturing. An overview of CDT in manufacturing is given in this paper, along with an examination of their main features, components, and possible uses. CDT can learn from data, reason about difficult circumstances, and make well-informed judgments by combining artificial intelligence, machine learning, and knowledge representation approaches. The advantages of CDT in smart manufacturing are covered in the paper. Hence, the objective of this paper is evaluating the smart manufacturing that adopts …

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Stock Price Predictions With Lstm-Arima Hybrid Model Under Neutrosophic Treesoft Sets With Mcdm Interaction, G. Dhanalakshmi, Dr. S. Sandhiya, Florentin Smarandache Mar 2025

Stock Price Predictions With Lstm-Arima Hybrid Model Under Neutrosophic Treesoft Sets With Mcdm Interaction, G. Dhanalakshmi, Dr. S. Sandhiya, Florentin Smarandache

Neutrosophic Sets and Systems

The stock market is regarded as volatile, complex, tumultuous, and dynamic. Forecasting stock performance has proven to be a challenging endeavour due to its increasing need for investment and growth prospects. At the forefront of machine learning, deep learning models facilitate the straightforward and efficient exploration and identification of optimal stocks, the hybrid forecasting models (LSTM and ARIMA) are used in the prediction of stock increase. This paper incorporated the MCDM technique to determine the optimal stocks for investment. The Analytic Hierarchy Process (AHP) is used to assign weights to various financial factors. These weights are then used by the …

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Risk Assessment Of Steel Structure Engineering Cost Using Multi-Criteria Decision-Making Approach Under Uncertainty, Bijun Ni Mar 2025

Risk Assessment Of Steel Structure Engineering Cost Using Multi-Criteria Decision-Making Approach Under Uncertainty, Bijun Ni

Neutrosophic Sets and Systems

Choosing options with complex, ambiguous, and contradicting criteria is a common challenge for decision-makers. To choose the optimal option, they typically use multicriteria decision-making techniques, in which specialists manage the relative importance of conflicting tangible and intangible criteria to identify and evaluate possible courses of action. Making decisions involves one or more people selecting the best option from a range of potential options. This study proposes multi-criteria decision making (MCDM) method to compute the criteria weights are rank the alternatives. The MCDM approach is applied for risk assessment to cost in steel structure engineering. This problem includes many criteria and …

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Single-Valued Neutrosophic Graph With Heptapartitioend Structure, Hanaa Fathi, M. Myvizhi, Ahmed Abdelhafeez, Mohamed Refaat Abdellah, Mohamed Eassa, Mohamed S. Sawah, Hussam Elbehiery Mar 2025

Single-Valued Neutrosophic Graph With Heptapartitioend Structure, Hanaa Fathi, M. Myvizhi, Ahmed Abdelhafeez, Mohamed Refaat Abdellah, Mohamed Eassa, Mohamed S. Sawah, Hussam Elbehiery

Neutrosophic Sets and Systems

This study applies single-valued neutrosophic sets, which extend the frameworks of fuzzy and intuitionistic fuzzy sets, to graph theory. We introduce a new category of graphs called Single-Valued Heptapartitioned Neutrosophic Graphs (SVHNG) and investigate their characteristics through comprehensive proofs and illustrative examples.

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Mapping Barriers To Sustainable Fashion Consumption: Insights From Neutrosophic-Z Number And Delphi-Dematel Integration, Phi-Hung Nguyen, Lan-Anh Thi Nguyen, The-Vu Pham, Tra-Giang Vu, Duc-Minh Vu, Thu-Hoai Thi Nguyen, Hong-Quan Le, Huong-Giang Hoang Le Mar 2025

Mapping Barriers To Sustainable Fashion Consumption: Insights From Neutrosophic-Z Number And Delphi-Dematel Integration, Phi-Hung Nguyen, Lan-Anh Thi Nguyen, The-Vu Pham, Tra-Giang Vu, Duc-Minh Vu, Thu-Hoai Thi Nguyen, Hong-Quan Le, Huong-Giang Hoang Le

Neutrosophic Sets and Systems

This study investigates the barriers to sustainable consumption within the Vietnamese fashion industry, a critical issue given the sector’s significant environmental impact and growing consumer awareness. The research employs an innovative combination of Neutrosophic Z-number sets (NZN), Delphi, and Decision-Making Trial and Evaluation Laboratory (DEMATEL) methodologies to systematically identify and analyze 47 barriers across five key dimensions: Social and Cultural Factors, Pricing and Affordability, Policy and Education, Perception and Image, and Supply Chain and Industry Practices. Through expert evaluations and causal analysis, the study reveals that Policy and Education are the most influential factors, highlighting the need for robust policy …

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Sustainable Model For Analyzing The Impact Of Social Media On Customer Buying Behavior: A Case Study, Bshair Alharthi, Mohammed A. Farsi Feb 2025

Sustainable Model For Analyzing The Impact Of Social Media On Customer Buying Behavior: A Case Study, Bshair Alharthi, Mohammed A. Farsi

Sustainable Machine Intelligence Journal

In today's digital landscape, chatbots have become widely used across various applications, particularly in systems that provide intelligent assistance to users. To enhance user experience, these systems are often equipped with chatbots capable of processing user inquiries and delivering accurate, timely responses. This study proposes a structured framework for evaluating the impact of social media on customer buying behavior through a case study focused on selecting the most suitable Online Chatbot Platform (OCP). The selection of an optimal OCP is a complex multi-criteria decision-making (MCDM) problem, involving multiple interdependent and often conflicting factors. One of the key challenges in this …

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The Permutation Annihilator Ideals In Commutative Permutation Bck–Algebras With Their Applications, Shuker Khalil, Ali Abbas Asmae Feb 2025

The Permutation Annihilator Ideals In Commutative Permutation Bck–Algebras With Their Applications, Shuker Khalil, Ali Abbas Asmae

Iraqi Journal for Computer Science and Mathematics

This paper introduces new concepts such as permutation BCK--algebra, permutation involutory ideal, commutative permutation BCK--algebra, and prime permutation ideal. Additionally, their attributes are examined. This paper elucidates a method for determining a relationship between the chemical structure of atoms for the chemical element Cadmium, and some of our suggestions are given here. In this work, the structure of the sets 𝒜 and λnβ∗𝒜 are defined. Next, we show that if 𝒜 is a permutation ideal, then λnβ∗𝒜 is a permutation ideal that contains 𝒜. Also, in any commutative permutation BCK--algebra the …

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Integrating Fuzzy Set Theory With Association Rule Mining For Advanced E-Commerce Recommendations, Hind Raad Ibraheem, Murtadha Mohammed Hamad Feb 2025

Integrating Fuzzy Set Theory With Association Rule Mining For Advanced E-Commerce Recommendations, Hind Raad Ibraheem, Murtadha Mohammed Hamad

Iraqi Journal for Computer Science and Mathematics

The dynamic nature of e-commerce necessitates the adoption of cutting-edge technologies to improve the online shopping experience. Our research introduces a groundbreaking methodology called Fuzzy Association Rule Mining (FARM), combining fuzzy set theory with traditional Association Rule Mining (ARM). Unlike conventional ARM, which focuses solely on the frequency of jointly purchased items, FARM also considers the sold quantities, leveraging the Apriori algorithm to discern customer preferences from historical sales data across the UCI Online Retail II, Market Basket, and Movielens datasets. This hybrid of fuzzy set theory with ARM enables a better understanding of complicated consumer behaviors and associations between …

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Evaluating Construction Projects Of Urban Road And Bridge Based On Environmental Sustainability With Mcdm Methodology, Zhenhua Sun Feb 2025

Evaluating Construction Projects Of Urban Road And Bridge Based On Environmental Sustainability With Mcdm Methodology, Zhenhua Sun

Neutrosophic Sets and Systems

Evaluation construction projects of road and bridge has various criteria so, we used the concept of multi-criteria decision making (MCDM) methodology to deal with these criteria. The MOORA methodology is a MCDM methodology used to rank various projects. MOORA methodology is integrated under the Plithogenic set to deal with uncertainty data. The Plithogenic set is an extension of neutrosophic sets. Three experts are invited to evaluate the criteria and alternatives. This study gathered seven criteria and 13 alternatives. We compute the criteria weights and rank the alternatives. The results show the Environmental Impact Mitigation criterion has the highest weights and …

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A Hybrid Approach For Educational Development Assessment In Higher Education With Trapezoidal Fuzzy Neutrosophic Analysis: Towards Optimized Decision-Making And Strategic Improvement, Bin Ge Feb 2025

A Hybrid Approach For Educational Development Assessment In Higher Education With Trapezoidal Fuzzy Neutrosophic Analysis: Towards Optimized Decision-Making And Strategic Improvement, Bin Ge

Neutrosophic Sets and Systems

The rapid advancement of technology has significantly driven social development, leading to transformative changes across various sectors of society. As a result, there are increasing demands for higher standards of management in the education sector. Consequently, reforming education management has become an urgent necessity. In China, higher education plays a pivotal role as the primary platform for cultivating and supplying talent to society. With the emergence of new challenges and heightened societal expectations, ensuring high-quality teaching and implementing effective management reforms in higher education have become critical priorities. The evaluation of innovative development models in higher education management can be …

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Improved Maut Framework For Quality Evaluation Of University Party Building Work In The New Era Based On The Interval Neutrosophic Multi-Attribute Group Decision-Making, Yao Mo Feb 2025

Improved Maut Framework For Quality Evaluation Of University Party Building Work In The New Era Based On The Interval Neutrosophic Multi-Attribute Group Decision-Making, Yao Mo

Neutrosophic Sets and Systems

In the new era, the evaluation of the quality of party-building work in universities focuses on strengthening political, ideological, and organizational construction. By using a scientific evaluation system, it ensures the implementation of Party theories and policies. It emphasizes innovative methods to enhance Party members' ideological awareness and organizational skills, promoting the integration of Party building with education. This ensures the Party's leadership plays a central role in all university activities, driving comprehensive development. The quality evaluation of university party building work in the new era is a multi-attribute group decision-making (MAGDM) problem. Recently, both the MAUT method and the …

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Determinant Theory Of Quadri-Partitioned Neutrosophic Fuzzy Matrices And Its Application To Multi-Criteria Decision-Making Problems, M. Anandhkumar, S. Prathap, R. Ambrose Prabhu, P. Tharaniya, K. Thirumalai, B. Kanimozhi Feb 2025

Determinant Theory Of Quadri-Partitioned Neutrosophic Fuzzy Matrices And Its Application To Multi-Criteria Decision-Making Problems, M. Anandhkumar, S. Prathap, R. Ambrose Prabhu, P. Tharaniya, K. Thirumalai, B. Kanimozhi

Neutrosophic Sets and Systems

We explore the determinant theory for Quadri-Partitioned Neutrosophic Fuzzy Matrices (QPNFMs), investigating det ( Padj P ( ) ) det ( ) P their = = det ( properties. adj P P ( ) ) . In this study, we establish that Additionally, we propose a refined method to compute the determinant of matrices with a higher number of rows and columns. Furthermore, an algorithm is developed to address decision-making problems based on QPNFMs. An illustrative example is provided to demonstrate the effectiveness of the proposed method.

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