Indeterminate Likert Scale Feedback Based On Neutrosophy Its Distance Measures And Clustering Algorithm

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Indeterminate Likert scale: feedback based on neutrosophy, its distance measures and clustering algorithm

Ilanthenral Kandasamy,W. B. Vasantha Kandasamy,Jagan M. Obbineni,Florentin Smarandache
Indeterminate Likert scale feedback based on neutrosophy its distance measures and clustering algorithm Book PDF

Author : Ilanthenral Kandasamy,W. B. Vasantha Kandasamy,Jagan M. Obbineni,Florentin Smarandache
Publisher : Infinite Study
Page : 10 pages
File Size : 42,5 Mb
Release : 2020-10-01
Category : Mathematics
ISBN : 8210379456XXX

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Indeterminate Likert scale: feedback based on neutrosophy, its distance measures and clustering algorithm by Ilanthenral Kandasamy,W. B. Vasantha Kandasamy,Jagan M. Obbineni,Florentin Smarandache Pdf

Likert scale is the most widely used psychometric scale for obtaining feedback. The major disadvantage of Likert scale is information distortion and information loss problem that arise due to its ordinal nature and closed format. Real-world responses are mostly inconsistent, imprecise and indeterminate depending on the customers’ emotions. To capture the responses realistically, the concept of neutrosophy (study of neutralities and indeterminacy) is used. Indeterminate Likert scale based on neutrosophy is introduced in this paper. Clustering according to customer feedback is an effectiveway of classifying customers and targeting them accordingly. Clustering algorithm for feedback obtained using indeterminate Likert scaling is proposed in this paper. While dealing real-world scenarios, indeterminate Likert scaling is better in capturing the responses accurately.

Collected Papers. Volume VIII

Florentin Smarandache
Collected Papers Volume VIII Book PDF

Author : Florentin Smarandache
Publisher : Infinite Study
Page : 1002 pages
File Size : 50,5 Mb
Release : 2022-04-01
Category : Mathematics
ISBN : 8210379456XXX

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Collected Papers. Volume VIII by Florentin Smarandache Pdf

This eighth volume of Collected Papers includes 75 papers comprising 973 pages on (theoretic and applied) neutrosophics, written between 2010-2022 by the author alone or in collaboration with the following 102 co-authors (alphabetically ordered) from 24 countries: Mohamed Abdel-Basset, Abduallah Gamal, Firoz Ahmad, Ahmad Yusuf Adhami, Ahmed B. Al-Nafee, Ali Hassan, Mumtaz Ali, Akbar Rezaei, Assia Bakali, Ayoub Bahnasse, Azeddine Elhassouny, Durga Banerjee, Romualdas Bausys, Mircea Boșcoianu, Traian Alexandru Buda, Bui Cong Cuong, Emilia Calefariu, Ahmet Çevik, Chang Su Kim, Victor Christianto, Dae Wan Kim, Daud Ahmad, Arindam Dey, Partha Pratim Dey, Mamouni Dhar, H. A. Elagamy, Ahmed K. Essa, Sudipta Gayen, Bibhas C. Giri, Daniela Gîfu, Noel Batista Hernández, Hojjatollah Farahani, Huda E. Khalid, Irfan Deli, Saeid Jafari, Tèmítópé Gbóláhàn Jaíyéolá, Sripati Jha, Sudan Jha, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Darjan Karabašević, M. Karthika, Kawther F. Alhasan, Giruta Kazakeviciute-Januskeviciene, Qaisar Khan, Kishore Kumar P K, Prem Kumar Singh, Ranjan Kumar, Maikel Leyva-Vázquez, Mahmoud Ismail, Tahir Mahmood, Hafsa Masood Malik, Mohammad Abobala, Mai Mohamed, Gunasekaran Manogaran, Seema Mehra, Kalyan Mondal, Mohamed Talea, Mullai Murugappan, Muhammad Akram, Muhammad Aslam Malik, Muhammad Khalid Mahmood, Nivetha Martin, Durga Nagarajan, Nguyen Van Dinh, Nguyen Xuan Thao, Lewis Nkenyereya, Jagan M. Obbineni, M. Parimala, S. K. Patro, Peide Liu, Pham Hong Phong, Surapati Pramanik, Gyanendra Prasad Joshi, Quek Shio Gai, R. Radha, A.A. Salama, S. Satham Hussain, Mehmet Șahin, Said Broumi, Ganeshsree Selvachandran, Selvaraj Ganesan, Shahbaz Ali, Shouzhen Zeng, Manjeet Singh, A. Stanis Arul Mary, Dragiša Stanujkić, Yusuf Șubaș, Rui-Pu Tan, Mirela Teodorescu, Selçuk Topal, Zenonas Turskis, Vakkas Uluçay, Norberto Valcárcel Izquierdo, V. Venkateswara Rao, Volkan Duran, Ying Li, Young Bae Jun, Wadei F. Al-Omeri, Jian-qiang Wang, Lihshing Leigh Wang, Edmundas Kazimieras Zavadskas.

Neutrosophic Sets and Systems, Vol. 37, 2020. Special issue: Impact of neutrosophy in solving the Latin American's social problems

Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Neutrosophic Sets and Systems Vol 37 2020 Special issue Impact of neutrosophy in solving the Latin American s social problems Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Publisher : Infinite Study
Page : 438 pages
File Size : 51,9 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 37, 2020. Special issue: Impact of neutrosophy in solving the Latin American's social problems by Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi Pdf

The main objective of this special issue is to divulge the applicability of the Neutrosophic Theory and to explore the possibilities and advantages of neutrosophic tools, through both the presentation of thorough research and case studies in solving social problems in Latin America. The best presentations discussed at the III International Congress of Educational Research and University Innovation, turned into papers, show us the capacity for socialization of neutrosophic knowledge and its link with this science of validation and consolidation of scientific knowledge. This publication with authors from 11 countries that we place in the hands of the international scientific community, constitutes an example of how in Latin America the Neutrosophy is contributing to complex solutions based on the results of scientific research carried out by teachers and students committed to the social responsibility of continuing to progress for the benefit of humanity.

Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems

Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Neutrosophic Sets and Systems Vol 44 2021 Special issue Impact of neutrosophy in solving the Latin American s social problems Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Publisher : Infinite Study
Page : 475 pages
File Size : 55,5 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems by Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi Pdf

This special issue reflects the impact of neutrosophic theory in Latin America, especially after creating the Latin American Association of Neutrosophic Sciences. Among the areas of publication most addressed in the region are found in the interrelation of social sciences and neutrosophy, presenting outstanding results in these research areas. The main objective of this special issue is to divulge the impact publication related to the Neutrosophic theory and explore new areas of research and application in the region. The SI reflects the influence of the neutrosophic publications in Latin America by opening new research areas mainly related to Neutrosophic Statistics, Plithogeny, and NeutroAlgebra. Furthermore, it is worth mentioning the incorporation of authors from new countries in the region, such as Paraguay, Uruguay, and Panama, to have authors in total from 15 countries, 12 of them from the Latin American region.

Neutrosophic Sets and Systems, Vol. 30, 2019

Florentin Smarandache,Mohamed Abdel-Basset
Neutrosophic Sets and Systems Vol 30 2019 Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Infinite Study
Page : 293 pages
File Size : 47,8 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 30, 2019 by Florentin Smarandache,Mohamed Abdel-Basset Pdf

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Study of Imaginative Play in Children using Neutrosophic Cognitive Maps Model

Vasantha W.B.,Ilanthenral Kandasamy,Vinayak Devvrat,Shivam Ghildiyal
Study of Imaginative Play in Children using Neutrosophic Cognitive Maps Model Book PDF

Author : Vasantha W.B.,Ilanthenral Kandasamy,Vinayak Devvrat,Shivam Ghildiyal
Publisher : Infinite Study
Page : 12 pages
File Size : 47,8 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Study of Imaginative Play in Children using Neutrosophic Cognitive Maps Model by Vasantha W.B.,Ilanthenral Kandasamy,Vinayak Devvrat,Shivam Ghildiyal Pdf

This paper studies the imaginative play in young children using a model based on neutrosophic logic, viz, Neutrosophic Cognitive Maps (NCMs). NCMs are constructed with the help of expert opinion to establish relationships between the several concepts related with the imaginative play in children in the age group 1-10 years belonging to socially, economically and educationally backward groups.

Using Neutrosophic Trait Measures to Analyze Impostor Syndrome in College Students after COVID-19 Pandemic with Machine Learning

Riya Eliza Shaju,Meghana Dirisala, Muhammad Ali Najjar,,Ilanthenral Kandasamy,Vasantha Kandasamy,Florentin Smarandache
Using Neutrosophic Trait Measures to Analyze Impostor Syndrome in College Students after COVID 19 Pandemic with Machine Learning Book PDF

Author : Riya Eliza Shaju,Meghana Dirisala, Muhammad Ali Najjar,,Ilanthenral Kandasamy,Vasantha Kandasamy,Florentin Smarandache
Publisher : Infinite Study
Page : 18 pages
File Size : 47,9 Mb
Release : 2024-06-30
Category : Computers
ISBN : 8210379456XXX

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Using Neutrosophic Trait Measures to Analyze Impostor Syndrome in College Students after COVID-19 Pandemic with Machine Learning by Riya Eliza Shaju,Meghana Dirisala, Muhammad Ali Najjar,,Ilanthenral Kandasamy,Vasantha Kandasamy,Florentin Smarandache Pdf

Impostor syndrome or Impostor phenomenon is a belief that a person thinks their success is due to luck or external factors, not their abilities. This psychological trait is present in certain groups like women. In this paper, we propose a neutrosophic trait measure to represent the psychological concept of the trait-anti trait using refined neutrosophic sets. This study analysed a group of 200 undergraduate students for impostor syndrome, perfectionism, introversion and self-esteem: after the COVID pandemic break in 2021. Data labelling was carried out using these neutrosophic trait measures. Machine learning models like Support Vector Machine(SVM), K-nearest neighbour (K-NN), and random forest were used to model the data; SVM provided the best accuracy of 92.15%.

Information and Communication Technologies

Jorge Herrera-Tapia,Germania Rodriguez-Morales,Efraín R. Fonseca C.,Santiago Berrezueta-Guzman
Information and Communication Technologies Book PDF

Author : Jorge Herrera-Tapia,Germania Rodriguez-Morales,Efraín R. Fonseca C.,Santiago Berrezueta-Guzman
Publisher : Springer Nature
Page : 320 pages
File Size : 49,7 Mb
Release : 2022-09-30
Category : Computers
ISBN : 9783031182723

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Information and Communication Technologies by Jorge Herrera-Tapia,Germania Rodriguez-Morales,Efraín R. Fonseca C.,Santiago Berrezueta-Guzman Pdf

This book constitutes refereed proceedings of the 10th Ecuadorian Conference on Information and Communication Technologies, TICEC 2022, held in Manta, Ecuador, in October 2022. The 20 full papers were carefully reviewed and selected from 150 qualified submissions. The papers cover a great variety of topics, such as wireless communication, immersive environments, artificial intelligence, data mining, neural networks, augmented reality, cyberphysical systems, telemedicine, cybersecurity, software architecture, data processing, software development, and others. The contributions are divided into the following thematic blocks: ICT ́s Applications; Data Science; Software Development.

Plithogenic Graphs

W. B. Vasantha Kandasamy,Ilanthenral K,Florentin Smarandache
Plithogenic Graphs Book PDF

Author : W. B. Vasantha Kandasamy,Ilanthenral K,Florentin Smarandache
Publisher : Infinite Study
Page : 296 pages
File Size : 47,8 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Plithogenic Graphs by W. B. Vasantha Kandasamy,Ilanthenral K,Florentin Smarandache Pdf

The plithogenic set is a generalization of crisp, fuzzy, intuitionistic fuzzy, and Neutrosophic sets, it is a set whose elements are characterized by many attributes' values. This book gives some possible applications of plithogenic sets defined by Florentin Smarandache (2018). The authors have defined a new class of special type of graphs which can be applied for plithogenic models.

Information and Communication Technologies for Ageing Well and e-Health

Leszek A. Maciaszek,Maurice D. Mulvenna,Martina Ziefle
Information and Communication Technologies for Ageing Well and e Health Book PDF

Author : Leszek A. Maciaszek,Maurice D. Mulvenna,Martina Ziefle
Publisher : Springer Nature
Page : 436 pages
File Size : 53,5 Mb
Release : 2023-07-13
Category : Medical
ISBN : 9783031374968

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Information and Communication Technologies for Ageing Well and e-Health by Leszek A. Maciaszek,Maurice D. Mulvenna,Martina Ziefle Pdf

This book constitutes the refereed post-conference proceedings of the 7th and the 8th International Conference on Big Data Technologies and Applications, ICT4AWE 2021 and ICT4AWE 2022, held in April 24–26, 2021 and April 23–25, 2022. Due to COVID-19 pandemic both conferences were held virtually. The 21 full papers of ICT4AWE 2021 and ICT4AWE 2022 were selected from 80 submissions and present all big data technologies, such as Aging Well - Social and Human Sciences Perspective; Telemedicine and Independent Living; Digital Health and e-health.

Neutrosophic Quadruple Algebraic Codes over Z2 and their Properties

Vasantha Kandasamy,Ilanthenral Kandasamy ,Florentin Smarandache
Neutrosophic Quadruple Algebraic Codes over Z2 and their Properties Book PDF

Author : Vasantha Kandasamy,Ilanthenral Kandasamy ,Florentin Smarandache
Publisher : Infinite Study
Page : 14 pages
File Size : 49,9 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Quadruple Algebraic Codes over Z2 and their Properties by Vasantha Kandasamy,Ilanthenral Kandasamy ,Florentin Smarandache Pdf

In this paper we for the rst time develop, de ne and describe a new class of algebraic codes using Neutrosophic Quadruples which uses the notion of known value, and three unknown triplets (T; I; F) where T is the truth value, I is the indeterminate and F is the false value.

Neutrosophic Sets and Systems, Vol. 33, 2020

Florentin Smarandache,Mohamed Abdel-Basset
Neutrosophic Sets and Systems Vol 33 2020 Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Infinite Study
Page : 353 pages
File Size : 50,6 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 33, 2020 by Florentin Smarandache,Mohamed Abdel-Basset Pdf

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc. Some articles in this issue: Extension of HyperGraph to n-SuperHyperGraph and to Plithogenic n-SuperHyperGraph, and Extension of HyperAlgebra to n-ary (Classical-/Neutro-/Anti-)HyperAlgebra, Neutrosophic Triplet Partial Bipolar Metric Spaces, The Neutrosophic Triplet of BI-algebras.

Neutrosophic Sets and Systems, Book Series, Vol. 33, 2020. An International Book Series in Information Science and Engineering

Florentin Smarandache,Mohamed Abdel-Basset
Neutrosophic Sets and Systems Book Series Vol 33 2020 An International Book Series in Information Science and Engineering Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Infinite Study
Page : 341 pages
File Size : 42,5 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Book Series, Vol. 33, 2020. An International Book Series in Information Science and Engineering by Florentin Smarandache,Mohamed Abdel-Basset Pdf

Contributors to current issue (listed in papers’ order): Atena Tahmasbpour Meikola, Arif Mehmood, Wadood Ullah, Said Broumi, Muhammad Imran Khan, Humera Qureshi, Muhammad Ibrar Abbas, Humaira Kalsoom, Fawad Nadeem, T. Chalapathi, L. Madhavi, R. Suresh, S. Palaniammal, Nivetha Martin, Florentin Smarandache, S. A. Edalatpanah, Rafif Alhabib, A. A. Salama, Memet Şahin, Abdullah Kargın, Murat Yücel, Dimacha Dwibrang Mwchahary, Bhimraj Basumatary, R. S. Alghamdi, N. O. Alshehri, Shigui Du, Rui Yong, Jun Ye, Vasantha Kandasamy, Ilanthenral Kandasamy, Muhammad Saeed, Muhammad Saqlain, Asad Mehmood, Khushbakht Naseer, Sonia Yaqoob, Sudipta Gayen, Sripati Jha, Manoranjan Kumar Singh, Ranjan Kumar, Huseyin Kamaci, Shawkat Alkhazaleh, Anas Al-Masarwah, Abd Ghafur Ahmad, Merve Sena Uz, Akbar Rezaei, Mohamed Grida, Rehab Mohamed, Abdelnaser H. Zaid.

Comparison of neutrosophic approach to various deep learning models for sentiment analysis

Mayukh Sharma, Ilanthenral Kandasamy,W.B. Vasantha
Comparison of neutrosophic approach to various deep learning models for sentiment analysis Book PDF

Author : Mayukh Sharma, Ilanthenral Kandasamy,W.B. Vasantha
Publisher : Infinite Study
Page : 14 pages
File Size : 54,6 Mb
Release : 2024-06-30
Category : Mathematics
ISBN : 8210379456XXX

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Comparison of neutrosophic approach to various deep learning models for sentiment analysis by Mayukh Sharma, Ilanthenral Kandasamy,W.B. Vasantha Pdf

Deep learning has been widely used in numerous real-world engineering applications and for classification problems. Real-world data is present with neutrality and indeterminacy, which neutrosophic theory captures clearly. Though both are currently developing research areas, there has been little study on their interlinking. We have proposed a novel framework to implement neutrosophy in deep learning models. Instead of just predicting a single class as output, we have quantified the sentiments using three membership functions to understand them better. Our proposed model consists of two blocks, feature extraction, and feature classification.

A Novel Framework Using Neutrosophy for Integrated Speech and Text Sentiment Analysis

Kritika Mishra,Ilanthenral Kandasamy,Vasantha Kandasamy W. B.,Florentin Smarandache
A Novel Framework Using Neutrosophy for Integrated Speech and Text Sentiment Analysis Book PDF

Author : Kritika Mishra,Ilanthenral Kandasamy,Vasantha Kandasamy W. B.,Florentin Smarandache
Publisher : Infinite Study
Page : 22 pages
File Size : 44,7 Mb
Release : 2020-10-18
Category : Computers
ISBN : 8210379456XXX

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A Novel Framework Using Neutrosophy for Integrated Speech and Text Sentiment Analysis by Kritika Mishra,Ilanthenral Kandasamy,Vasantha Kandasamy W. B.,Florentin Smarandache Pdf

We have proposed a novel framework that performs sentiment analysis on audio files by calculating their Single-Valued Neutrosophic Sets (SVNS) and clustering them into positive-neutral-negative and combines these results with those obtained by performing sentiment analysis on the text files of those audio.