New Neutrosophic Sentiment Analysis Method Based on NeutroAlgebra for the Evaluation of Ethics in Companies

被引：0

作者：

Cruzaty, Lilia Esther Valencia ^{[1
]}

Reynoso, Adriana Mercedes Ruiz ^{[2
]}

Bonilla, Blanca Estela Hernández ^{[3
]}

机构：

[1] Universidad Estatal Península de Santa Elena (UPSE), Guayas, Santa Elena

[2] Universidad Autónoma del Estado de México, Centro Universitario (U UAEM), Valle de México

[3] Universidad Autónoma del Estado de México Centro Universitario (U UAEM), Valle de Teotihuacán

来源：

Neutrosophic Sets and Systems | 2024年 / 70卷

关键词：

Business Management; Ethics; NeutroAlgebra; Prospector; Sentiment Analysis;

D O I：

10.5281/zenodo.13173366

中图分类号：

学科分类号：

摘要：

Ethics is a discipline that has broken the limits of its field of study, which is related to having the right behavior towards other people, but also to respect nature and life. This has been extended to the accounting and organizational management of companies. This paper proposes a sentiment analysis method based on the NeutroGroup obtained from offuninorms defined by the combining functions in Prospector. The advantage of the proposed method is that in addition to “like” and “dislike”, we obtain a result of indeterminacy that can be due either to neutrality or to a contradiction in the short informal writing. The method is illustrated with an example. The application of neutrosophy in sentiment analysis is well-known since neutrality is included in the analysis. However, for the first time, to the authors’ knowledge, the indeterminacy of two different types is modeled. © (2024), (University of New Mexico). All rights reserved.

引用

页码：264 / 270

页数：6

共 21 条

[1]

Smarandache F., Pramanik S., New trends in neutrosophic theory and applications, 1, (2016)

[2]

Mohamed Z., . Ismail M, Abd El-Gawad A., Sustainable Supplier Selection using Neutrosophic Multi-Criteria Decision Making Methodology, Sustainable Machine Intelligence Journal, 3, 2, pp. 1-9, (2023)

[3]

Kandasamy I., Vasantha W. B., Mathur N., Bisht M., Smarandache F., Sentiment analysis of the# MeToo movement using neutrosophy: Application of single-valued neutrosophic sets, Optimization Theory Based on Neutrosophic and Plithogenic Sets, pp. 117-135, (2020)

[4]

Jain A., Pal Nandi B., Gupta C., Tayal D. K., Senti-NSetPSO: large-sized document-level sentiment analysis using Neutrosophic Set and particle swarm optimization, Soft Computing, 24, pp. 3-15, (2020)

[5]

. Ali M, Muthuswamy M., Neutrosophic Multi-Criteria Decision-Making Framework for Sustainable Evaluation of Power Production Systems in Renewable Energy Sources, Sustainable Machine Intelligence Journal, 4, 3, pp. 1-10, (2023)

[6]

Awajan I., Mohamad M., Al-Quran A., Sentiment analysis technique and neutrosophic set theory for mining and ranking big data from online reviews, IEEE Access, 9, pp. 47338-47353, (2021)

[7]

Awajan I., Mohamad M., Al-Quran A., Sentiment analysis technique and neutrosophic set theory for mining and ranking big data from online reviews, IEEE Access, 9, pp. 47338-47353, (2021)

[8]

El-Douh A., A Neutrosophic Multi-Criteria Model for Evaluating Sustainable Soil Enhancement Methods and their Cost Implications in Construction, Sustainable Machine Intelligence Journal, 5, 1, pp. 1-11, (2023)

[9]

Smarandache F., Fundamentos de topologías de vanguardia (artículo de revisión parcial), Neutrosophic Computing and Machine Learning, 31, pp. 01-22, (2024)

[10]

Essameldin R., Ismail A. A., Darwish S. M., Quantifying Opinion Strength: A Neutrosophic Inference System for Smart Sentiment Analysis of Social Media Network, Applied Sciences, 12, (2022)

← 1 2 3 →