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Information Security Assessment in Big Data Environment using Fuzzy Logic

In recent years, it has been observed that disclosure of information leads to the risk. Without restrict the accessibility of information providing security is difficult. So, there is a demand of time to fill the gap between security and accessibility of information. In fact, security tools should be usable for improving the security as well as the accessibility of information. Though security and accessibility are not related directly, but some of their factors indirectly affect each other. Attributes play an important role in connecting the gap among security and accessibility. In this paper, finds the main attributes of security and accessibility that impact directly and indirectly each other such as confidentiality, integrity and availability and severity. The significance of every attribute in terms of their weight is important for their effect on the overall security during the big data security life cycle process. To calculate proposed work, researchers used the Fuzzy Analytic Hierarchy Process (Fuzzy AHP).

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Kanika Sharma mail -
Achyut Shankar mail -
Prabhishek Singh mail
link https://doi.org/10.54216/JCIM.050103

Volume & Issue

Vol. Volume 5 / Iss. Issue 1

Details open_in_new

Plagiarism Detection Algorithm Model Based on NLP Technology

  We can bear in mind that each of us has plagiarized a text without realizing that it was plagiarism, Plagiarism can happen in Articles, Papers, Researches, literature, music, software, scientific, newspapers, websites, Master and PHD Thesis and many other fields, So plagiarism has become serious major problem to teachers, researchers and publishers, There are divergent opinions about how to define plagiarism and what makes plagiarism serious. So, the detecting plagiarism is very important, so in this survey we explicate the concept of "plagiarism" and provide an overview of different plagiarism software and tools to solve the plagiarism problem, and will discuss the plagiarism process, types and detection methodologies. We can define that plagiarism is the brief and the description of this sentence "someone used someone else’s mental product (such as its texts, ideas, or privacy). We suggest that what makes plagiarism so reprehensible is that it distorts scientific credit. In addition, intentional plagiarism indicates dishonesty. Moreover, there are a number of possible negative consequences of plagiarism. So we just create a framework for external plagiarism detection in which a some NLP processes are applied to process a set of suspicious and original documents, we have classified the different plagiarism detection techniques based on Lexical, Semantic, Syntactic and grammar analysis algorithms, And all of these algorithms precedes it NLP processing.

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Ahmed A. Elngar mail -
Mohamed Gamal mail -
Amar Fathy mail -
Basma Moustafa mail -
Omar Mahmoud mail -
Mohamed Shaban mail
link https://doi.org/10.54216/JCIM.050104

Volume & Issue

Vol. Volume 5 / Iss. Issue 1

Details open_in_new

Enhancing WBAN Performance with Cluster-Based Routing Protocol Using Black Widow Optimization for Healthcare Application

Research on wireless body area networks (WBAN), also known as wireless body sensor networks (WBSN), has been increasingly important in medical applications recently and is now crucial for patient monitoring. To create a dependable body area network (BAN) system, several factors need to be considered at both the software and hardware levels. One such factor is the designing and implementation of routing protocols in the network layers. Protocols for routing can detect and manage the routing paths in a network to facilitate efficient data transmission between nodes. Therefore, the routing protocol is crucial in wireless sensor networks (WSN) to provide dependable communication among the sensor nodes. Different clustering methods can be used in WBAN systems. However, these techniques often produce many cluster heads (CHs), which leads to higher energy consumption. Increased consumption of energy reduces the lifespan of WBANs and raises costs of monitoring. This research proposes a recent metaheuristic algorithm to select the optimal clusters to provide an energy-effective protocol for healthcare monitoring. This research aims to minimize the energy utilization of WBANs by choosing the most suitable CHs based on the BWO. The proposed BWO-based routing protocol demonstrates superior performance in WBANs based on energy consumption, packet loss, packet delivery ratio, network lifetime, end-to-end delay, and throughput. It optimizes energy consumption by effectively selecting CHs and routing paths, leading to balanced energy usage and prolonged network operation. The BWO model significantly reduces end-to-end delay by ensuring data packets follow the shortest and least congested routes, which is significant for real-time health monitoring. It achieves a high packet delivery ratio, typically between 95% and 98%, indicating reliable data transmission, while maintaining a low packet loss rate, generally between 1% and 5%. Additionally, the BWO-based routing protocol extends network lifetime by preventing early node depletion and enhances network throughput by reducing congestion and packet collisions, thereby supporting continuous and robust health data monitoring.

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D. Abdul Kareem mail -
D. Rajesh mail
link https://doi.org/10.54216/JISIoT.140104

Volume & Issue

Vol. Volume 14 / Iss. Issue 1

Details open_in_new

Decision Making on Teacher’s adaptation to Cybergogy in Saturated Interval- valued Refined Neutrosophic overset /underset /offset Environment

Neutrosophic overset, neutrosophic underset and neutrosophic offset introduced by Smarandache are special kinds of neutrosophic sets with values beyond the range [0,1] and these sets are pragmatic in nature as it represents the real life situations. This paper introduces the concept of saturated refined neutrosophic sets and extends the same to the special kinds of neutrosophic sets. The proposed concept is validated with a real life application in decision making on Teacher’s adaptation to cybergogy. The decision making environment is characterized by different types of teachers, online teaching skills and various training methods. Fuzzy relation is used to match the most suitable method to the different kinds of teachers with the intervention of saturated interval valued neutrosophic refined oversets, offsets and undersets. The results obtained by applying the notion of saturated refined sets represent the effect of training methods on teacher’s adaptation to learner-centred teaching methods, which certainly give space to gain many insights on the relationship between quality of training and teacher’s adaptation rate

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NivethaMartin mail -
NivethaMartin mail -
PRIYAR
link

Volume & Issue

Details open_in_new

A Glimpse of Neutrosophic Approach Publications Relevant to a Prominent Researcher in Africa of the Decade 2010 to 2020: A Digital Vision

In recent times, with a rapid spark of scientific progress and development, new scientific approaches have been begun to emerge and widely spread in various fields. Currently, neutrosophic approach is one of the most approaches which considered as a precious modern approach. With the increasing popularity of Neutrosophic approach, the development of this approach became a great trend of science which has its own rules and principles. The overwhelming spread of neutrosophic approach in the late 20th century has provided a new trend into the debate and research. As well as, it has offered a worthwhile forum and symposiums. The first touches of neutrosophic approach and neutrosophy were provided by the American pioneer researcher Florentin Smarandache. The African researcher prof. Ahmed Salama is one of the most Arab researchers who interested in Neutrosophic approach and he has cooperated with prof. Florentin Smarandache in many studies and symposiums. Neutrosophic approach is a special approach which connected and used in several fields. Due to the importance of neutrosophic approach, this study sheds light on Neutrosophic approach, and lists a glimpse of common publications and studies involved which relevant to the most prominent researcher in Africa. Possible application to virtual university is touched upon.

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A. Abd ELhamid mail -
Shimaa. I. Hassan mail -
N. M. A. Ayad mail
link https://doi.org/10.54216/IJNS.130101

Volume & Issue

Vol. Volume 13 / Iss. Issue 1

Details open_in_new

Estimating the Ratio of a Crisp Variable and a Neutrosophic Variable

The estimation of the ratio of two means is studied within the neutrosophic theory framework. The variable of interest Y is measured in a sample of units and the auxiliary variable X is obtainable for all units using records  or predictions. They are correlated and the sample is selected using simple random sampling. The indeterminacy of the auxiliary variable is considered and is modeled as a neutrosophic variable.  The bias and variance of the proposed estimator are derived.

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Carlos N. Bouza-Herrera mail -
Mir Subzar mail
link https://doi.org/10.54216/IJNS.0110101

Volume & Issue

Vol. Volume 11 / Iss. Issue 1

Details open_in_new

A Novel Approach for Assessing the Reliability of Data Contained in a Single Valued Neutrosophic Number and its Application in Multiple Criteria Decision Making

  Multiple criteria decision making is one of the many areas where neutrosophic sets have been successfully applied to solve various problems so far. Compared to a fuzzy set, and similar sets, neutrosophic sets use more membership functions which makes them suitable for using complex evaluation criteria in multiple criteria decision making. On the other hand, the application of three membership functions makes evaluation somewhat more complex compared to evaluation using fuzzy sets. The reliability of the data used to solve a problem can have an impact on the selection of the appropriate solution/alternative. Therefore, this paper discusses an approach that can be used to assess the reliability of information collected by surveying respondents. The usability of the proposed approach is demonstrated in the numerical illustration of the supplier selection.

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Dragisa Stanujkic mail -
Darjan Karabasevic mail -
Florentin Smarandache mail -
Gabrijela Popovic mail
link https://doi.org/10.54216/IJNS.0110102

Volume & Issue

Vol. Volume 11 / Iss. Issue 1

Details open_in_new

Plithogenic Cubic Sets

 In this article, using the concepts of cubic set and plithogenic set, the ideas of  plithogenic fuzzy cubic set, plithogenic intuitionistic fuzzy cubic set, Plithogenic neutrosophic cubic set are introduced and its corresponding internal and external cubic sets are discussed with examples. Primary properties of the Plithogenic neutrosophic cubic sets were also discussed.This concept is extremely suitable for addressing problems involving multiple attribute decision making as this plithogenic neutrosophic set are described by four or more value of attributes and the accuracy of the result is also so precise.  

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S.P. Priyadharshini mail -
F. Nirmala Irudayam mail -
F. Smarandache mail
link https://doi.org/10.54216/IJNS.0110103

Volume & Issue

Vol. Volume 11 / Iss. Issue 1

Details open_in_new

Interval Valued Neutrosophic Shortest Path Problem by A* Algorithm

  Many researchers have been proposing various algorithms to unravel different types of fuzzy shortest path problems. There are many algorithms like Dijkstra’s, Bellman-Ford,Floyd-Warshall and kruskal’s etc are existing for solving the shortest path problems. In this work a shortest path problem with interval valued neutrosophic numbers is investigated using the proposed algorithm. A* algorithm is extensively applied in pathfinding and graph traversal.Unlike the other algorithms mentioned above, A* algorithm entails heuristic function to uncover the cost of path that traverses through the particular state. In the structured  work A* algorithm is applied to unravel the length  of the shortest path by utilizing ranking function from the source node to the destination node. A* algorithm is executed by applying best first search with the help of this search, it greedily decides which vertex to investigate subsequently. A* is equally complete and optimal if an acceptable heuristic is concerned. The arc lengths in interval valued neutrosophic numbers are defuzzified using the score function.. A numerical example is used to illustrate the proposed approach.  

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S.Krishna Prabha mail -
Said Broumi mail -
Florentin Smarandache mail
link https://doi.org/10.54216/IJNS.0110104

Volume & Issue

Vol. Volume 11 / Iss. Issue 1

Details open_in_new

Cryptography in Terms of Triangular Neutrosophic Numbers with Real Life Applications

  In this article, our main focus is to put forward the concept of Cryptography in terms of triangular neutrosophic numbers. This kind of cryptography is really reliable, manual, secure, and based on few simple steps. All the encryption and decryption are easy to proceed (mention below). As we know, Public-key cryptography as an indefatigable defender for human privacy and use as information transfer from the ages. various concepts are available with regard to cryptography e.g. Elliptic curve cryptography. TNNC (Triangular neutrosophic numbers cryptography) is familiar with basic concepts of math as well as applicable in different situations e.g. code cryptography, detailed view cryptography, and Graph cryptography encryption facilitate.  

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Ali Hamza mail -
Muhammad Naveed Jafar mail -
Ahtasham Habib mail -
Sara Farooq mail -
Ezgi TÜRKARSLAN mail
link https://doi.org/10.54216/IJNS.0110105

Volume & Issue

Vol. Volume 11 / Iss. Issue 1

Details open_in_new