Digital Commons Network^™

Neutrosophical Plant Hybridization In Decision-Making Problems, M. Arockia Dasan, E. Bementa, Florentin Smarandache, X. Tubax

Branch Mathematics and Statistics Faculty and Staff Publications

Florentin Smarandache developed the neutrosophic set theory to study inconsistency, incomplete, and uncertainty information by using truth-membership, indeterminacy-membership, and falsity-membership functions. One of the main objectives of this chapter is to develop a new methodological approach of neutrosophic sets in multi-criteria decision-making problems. This method considers neutrosophic sets with their unions in the direct direction and the complements of given neutrosophic sets with their intersections are also considered in the reverse direction. Using these collections, single-valued neutrosophic score functions are computed in both directions. After this process, all the alternatives are ranked in the ascending order arrangement to find the …

Evaluating Blockchain Cybersecurity Based On Tree Soft And Opinion Weight Criteria Method Under Uncertainty Climate, Florentin Smarandache, Mona Mohamed, Michael Gr. Voskoglou

Branch Mathematics and Statistics Faculty and Staff Publications

In the era of digital transformation (DT), many digital technologies have emerged and have had a positive impact on society. Nevertheless, because of certain issues with existing technologies, innovative technology has developed to eradicate them. Fog computing (FC) plays a vital role as an intermediate between edge layer and cloud computing (CC) to resolve limited resources and capabilities. In the same vein, blockchain technology (BCT) is responsible for resolving privacy and security issues that IoT suffers from. Due to using cryptography rules and hashing which is utilized in BCT to prevent any trickery. Hence, BC shows promise as a possible …

The Enduring Power Of Giving And Caring From Cavemen To Kind Hearts: A Neutrosophic Multi-Criteria Decision Making Approach, Victor Christianto, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

Giving and caring are not just warm and fuzzy feelings; they are the bedrock of a healthy society. By understanding the neuroscience and sociology behind these behaviors, we can cultivate a world that prioritizes cooperation, compassion, and the well-being of all its members. We used the single valued neutrosophic sets (SVNSs) with the multi-criteria decision making (MCDM) method for evaluating the giving and caring impacts. We used TreeSoft to divide the problems as a tree. The SVNSs were used to overcome uncertain information in the evaluation process. The SVNSs were integrated with the DEMATEL method to compute the relationships between …

Act Chapter 29: Art And Science And Theology In Dialogue, V. Christianto, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

Where does a sparkling idea come to us, so out of the blue? Divine inspiration? I want a scientific explanation... Maybe, at present, with our current level of science, we are not able to understand the paranormal, or what we think is fantastic, but in fact it is real. A reality that we cannot reach with understanding, because of our low level... Are we not perhaps relevant and do we understand the incomprehensible? Some are connected to the universe better than others, do they have extra senses? How can we “gather” ideas from “air”? How does the spark in the …

New Trends In Neutrosophic Theories And Applications, Volume Iii, Florentin Smarandache, Surapati Pramanik

Branch Mathematics and Statistics Faculty and Staff Publications

The field of neutrosophic set theory and its applications has been rapidly expanding, particularly since the introduction of the journal "Neutrosophic Sets and Systems." New theories, techniques, and algorithms are being developed at a very high rate. One of the most notable trends in neutrosophic theory is its hybridization with other set theories such as rough set theory, bipolar set theory, soft set theory, hesitant fuzzy set theory, and more. Various hybrid structures like rough neutrosophic sets, neutrosophic soft set, single valued neutrosophic hesitant fuzzy sets, among others, have been proposed in a short period. Neutrosophic sets have proven to …

A Hybrid Time Series Forecasting Method Based On Neutrosophic Logic With Applications In Financial Issues, Seyyed Ahmad Edalatpanah, Farnaz Sheikh Hassani, Florentin Smarandache, Ali Sorourkhah, Dragan Pamucar, Bing Cui

Branch Mathematics and Statistics Faculty and Staff Publications

Rising market demands, economic pressures, and technological advancements have spurred researchers to seek ways to enhance business environments and scientific productivity. Predictive science, crucial in this context, has gained prominence due to the rapid progress in information technology and forecasting algorithms. Time series forecasting, widely used in fields like engineering, economics, tourism, and energy, has inherent limitations with classical statistical methods, leading researchers to explore artificial intelligence and fuzzy logic for more accurate predictions. However, despite extensive efforts to improve accuracy, challenges persist. The research introduces a model aimed at surpassing existing methods in time series forecasting accuracy. This approach …

Three Novel Approaches To Deep Space: Interstellar Travel That Transcend The Limitations Imposed By The Rocket Equation, Victor Christianto, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

At the time of writing this abstract, we read about Betelgeuse star has exploded in the last few days. While there are various explanations and interpretations on how that event would have impacted this Earth’s inhabitants, our interpretation asserts that there are several chains of stars that act to lock this Earth to the 3D realm, and the exploded Betelgeuse star can be considered as a signal from heaven that we, all Earth inhabitants, are allowed to be elevated to 5D consciousness and to explore the Deep Space beyond this solar system. Therefore, in the present paper, it is considered …

The Cardinal Of The M-Powerset Of A Set Of N Elements Used In The Superhyperstructures And Neutrosophic Superhyperstructures, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

In this paper, we find a formula for computing the cardinal of the m-th powerset of a set of n elements, which is needed in the SuperHyperStructures.

A Review At Two Nuclear Reactor Problems In Asia, Victor Christianto, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

The development of nuclear power plants (NPP) is often a heated debate, especially in developing countries [1]. In relation to this, it is worth the public's attention that lately, it seems that there have been increasingly frequent press releases from various parties representing the government regarding plans to build the first nuclear fission reactor in Indonesia in the not too distant future. Reportedly there will be a large amount of additional energy supply planned (around 100 GW to be built in Indonesia within the coming decade). For this reason, the authors would like to invite readers to take a moment …

A Right-Brain-Based Epistemology Grounded On Local Wisdom: Intuilytics As A Culturally-Meaningful Alternative In Science, Victor Christianto, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

Epistemology, the study of knowledge, has long grappled with the challenge of determining truth. While the combination of deductive and inductive reasoning has been a cornerstone of scientific inquiry, several limitations emerge in its application to contemporary epistemology. One significant issue lies within the core of falsificationism, a prominent philosophy championed by Karl Popper. Falsificationism posits that a scientific theory can only be proven false, not true. While this approach aims to prevent dogmatic adherence to untested ideas, it can lead to an endless cycle of trial and error. As Popper himself acknowledged, no single experiment can definitively prove a …

Soft Sets Extensions Used In Bioinformatics, Florentin Smarandache, Daniela Gifu

Branch Mathematics and Statistics Faculty and Staff Publications

This comprehensive review delves into the intricate realm of Soft Sets and their extensions, including HyperSoft Set, IndetermSoft Set, IndetermHyperSoft Set, and TreeSoft Set, within the context of biomedical data analysis. Soft Sets serve as a foundational framework for managing the inherent uncertainty and imprecision inherent in biological data, thereby facilitating informed decision-making and knowledge discovery. The exploration of Soft Set Products, particularly in the context of multiple soft sets, underscores their pivotal role in advancing biomedical research. By extending these concepts to HyperSoft Sets, researchers can unlock deeper insights into complex biological phenomena, enabling more accurate predictions and classification.

Transformational Leadership Of Library Chiefs And Its Mediating Effect On Job Satisfaction And Quality Of Work-Life, Catherine Era, Estela Dequito

Library Philosophy and Practice (e-journal)

In this study, chief librarians in the Province of South Cotabato were asked to assess the mediating role that transformational leadership played in the relationship between job satisfaction and quality of work-life. This work used descriptive correlational and mediation techniques in a non-experimental quantitative research design. The researcher questionnaires utilized in the research were adjusted to the goals of the investigation. Through stratified sampling, 83 librarians were chosen to participate in the survey. The statistical techniques used to analyze and interpret the data are mean and Pearson's r. The researcher utilized Google Forms, an online survey tool, to collect the …

The Status Of Implementation Of Radio Frequency Identification (Rfid) Technology And Its Awareness Among Library Users And Professionals: A Study Of Central Library Of Jadavpur University, Kolkata, Soma Tanti, Anubhaw Kumar Suman, Dr. Madhu Patel

Library Philosophy and Practice (e-journal)

The main aim of this study is to determine the status of implementing the Radio Frequency Identification (RFID) technology in the central library of Jadavpur University, Kolkata; the other purpose is to increase awareness of RFID technology among library professionals and users of the library. RFID technology occurs in many areas of society, such as healthcare, marketing, libraries, etc. For this study, the users and library professionals of Jadavpur University have been selected. This study adopted the descriptive analytical research method, and quantitative and qualitative data were collected to achieve its objectives. The survey method has been used with the …

The Evolving Role Of Libraries In The Fourth Industrial Revolution: Navigating Digital Transformation, Abdullahi Olayinka Isiaka, Abdulfatai Soliu, Biliamin Abiola Aremu, Benjamin Adebisi Bamidele, Saidu Saba-Jibril, Adelani Rotimi Ibitoye

Library Philosophy and Practice (e-journal)

Abstract

This article explores the transformative impact of the Fourth Industrial Revolution (4IR) on libraries and their pivotal role in navigating the challenges and opportunities brought forth by rapid technological advancements. Libraries, traditionally perceived as repositories of books and information, are undergoing a profound metamorphosis in the digital age. The 4IR, characterized by breakthroughs in Artificial Intelligence, the Internet of Things, and Data Analytics, demands a redefinition of the library’s purpose and services. The first section introduces the concept of the 4IR and its key technological advancements. Emphasis is placed on understanding the dynamic landscape of the 4IR and the …

Influence Of User Satisfaction On Library Patronage Among Postgraduate Students In Ladoke Akintola University Of Technology, Ogbomoso, Oyo State, Nigeria, Adeola Adesoji Arinola Ph.D, Olatundun Oluwatoyin Oyewunmi Phd, Adewale Joel Sobalaje, Ezekiel Tubosun Olatunji

Library Philosophy and Practice (e-journal)

This study investigated the correlation between user satisfaction and library patronage among postgraduate students at Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria. A questionnaire was developed for data collection and validated, demonstrating a good reliability, with a coefficient of 0.847 (84.7%) for library patronage and 0.823 (82.3%) for user satisfaction. 120 responses were obtained and analyzed based on descriptive statistics (percentage, mean, average mean, and standard deviation) as well as inferential (Pearson Product Moment Correlation) statistics. The findings revealed a significant correlation between library patronage and user satisfaction (r= 0.000c, N = 120, P < 0.05) among postgraduate students of the University. The study concluded that adequate library customer care services and prioritizing meeting the essential needs of postgraduate students would enhance their satisfaction and consequently increase their library patronage. It was recommended that the university administration, in collaboration with the library management, address the issues that hinder effective utilization of the university library.

Protecting Feminist Culture Through Feminine Register In Speculative Fiction: Linking Curriculum And Reading For Pleasure In Nsw High Schools., Abdul Baseer

Library Philosophy and Practice (e-journal)

This paper presents a case for speculative fiction’s potential to uphold the feminist cause in our current global scenario of male violence. Young Adult (YA) and children’s speculative fiction around feminist themes should be included in high school libraries for pleasure for reading and forms of support to the current curriculum and to address contemporary social issues including patriarchy and less space for feminist agency. This writing suggests five titles in current speculative fiction built around the feminine register for inclusion in a New South Wales high school’s library collection targeting stages 5 and 6 students and linked to the …

Usability Evaluation Of Library Management System: A User Experience Approach, Mehdi Sohrabzadeh, Shafi Habibi, Taha Samad-Soltani, Amir Torab-Miandoab

Library Philosophy and Practice (e-journal)

The usability evaluation of library management systems is important to improve the provision of library service. The present study aimed to evaluate the usability of Azarsa Library Management System based on the user experience. In this research, 200 users of Azarsa library management system were selected as study samples by a simple random sampling method. The 26-item user experience questionnaire was used to collect data. The highest scores relating to mean data of the evaluation of Azarsa library management system belonged to the system's "perspicuity" with a mean of 0.772, "dependability" of system with a mean of 0.550, and the …

Disaster Management In Public Sector University Libraries In Karachi, Sameem Kardar, Muhammad Waseem Zia

Library Philosophy and Practice (e-journal)

The purpose of this study was to examine the level of staff preparedness towards disaster management in public sector university libraries situated in Karachi. Survey research method was adopted for the study. The data collection tool consisted of questionnaires and interviews. This paper is based on the preliminary findings of M.Phil. research “Preservation and Conservation Techniques Adopted by Public Sector University Libraries”. For the interview, a face-to-face interactive session was held between the researcher and the university librarian on issues of Disaster Prevention Management Plan in the Library. There are 9 public sector universities in Karachi, libraries of all 9 …

Benchmarking Library And Information Science Journals: A Comparative Study Of Sjr Rankings In The Asiatic Region, Debalina Bhattacharyya, Sailendra Malik, Sukumar Mandal

Library Philosophy and Practice (e-journal)

Purpose

The paper represents the country-wise distribution and ranking of LIS journals which are published in Asiatic Region through the medium of the Scimago Journal & Country Rank. The work can give idea about the current position and scenario of the Asian LIS journals. The paper can help the researchers and Library professionals to choose the journal of their choice, to publish the article on the journals and to know about the quality and prestige of the journal.

Methodology

This study was based on Scopus’s SJR database. The relevant data of 15 LIS journals in Asiatic Region was analysed and …

Examining The Influence Of Capital Investments On Library Enhancements, Faculty Development, And Sponsored Projects In A Top 20 Nirf Ranked University: An Investigation, Debdas Mondal

Library Philosophy and Practice (e-journal)

This study delves into the 2017-2019 NIRF rankings of India's top 20 universities, examining factors such as library spending, faculty quality, and sponsored projects. Despite varying expenditures, some universities displayed unexpected performances in rankings. The study suggests strategies for universities to enhance performance and rankings, aiming to uncover correlations between NIRF ranks and factors like library expenditure, research student count, faculty numbers, and sponsored projects. Data for the study were collected through web content analysis, primarily sourced from the official websites of NIRF. Among the top 20 universities, only IISc, Bengaluru consistently excelled across these factors. Manipal Academy of Higher …

Causal Disentangled Recommendation Against User Preference Shifts, Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat‑Seng Chua

Research Collection School Of Computing and Information Systems

Recommender systems easily face the issue of user preference shifts. User representations will become outof-date and lead to inappropriate recommendations if user preference has shifted over time. To solve theissue, existing work focuses on learning robust representations or predicting the shifting pattern. Therelacks a comprehensive view to discover the underlying reasons for user preference shifts. To understand thepreference shift, we abstract a causal graph to describe the generation procedure of user interaction sequences.Assuming user preference is stable within a short period, we abstract the interaction sequence as a set ofchronological environments. From the causal graph, we find that the changes …

Provably Secure Decisions Based On Potentially Malicious Information, Dongxia Wang, Tim Muller, Jun Sun

Research Collection School Of Computing and Information Systems

There are various security-critical decisions routinely made, on the basis of information provided by peers: routing messages, user reports, sensor data, navigational information, blockchain updates, etc. Jury theorems were proposed in sociology to make decisions based on information from peers, which assume peers may be mistaken with some probability. We focus on attackers in a system, which manifest as peers that strategically report fake information to manipulate decision making. We define the property of robustness: a lower bound probability of deciding correctly, regardless of what information attackers provide. When peers are independently selected, we propose an optimal, robust decision mechanism …

Active Code Learning: Benchmarking Sample-Efficient Training Of Code Models, Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon

Research Collection School Of Computing and Information Systems

The costly human effort required to prepare the training data of machine learning (ML) models hinders their practical development and usage in software engineering (ML4Code), especially for those with limited budgets. Therefore, efficiently training models of code with less human effort has become an emergent problem. Active learning is such a technique to address this issue that allows developers to train a model with reduced data while producing models with desired performance, which has been well studied in computer vision and natural language processing domains. Unfortunately, there is no such work that explores the effectiveness of active learning for code …

Dynamic Meta-Path Guided Temporal Heterogeneous Graph Neural Networks, Yugang Ji, Chuan Shi, Yuan Fang

Research Collection School Of Computing and Information Systems

Graph Neural Networks (GNNs) have become the de facto standard for representation learning on topological graphs, which usually derive effective node representations via message passing from neighborhoods. Although GNNs have achieved great success, previous models are mostly confined to static and homogeneous graphs. However, there are multiple dynamic interactions between different-typed nodes in real-world scenarios like academic networks and e-commerce platforms, forming temporal heterogeneous graphs (THGs). Limited work has been done for representation learning on THGs and the challenges are in two aspects. First, there are abundant dynamic semantics between nodes while traditional techniques like meta-paths can only capture static …

A Computerized Mastitis Classification Aid Using A Dairy Herd-Based Records: Multi-Layer Perceptron (Mlp) Neural Network With Backpropagation Approach, Ahmed M. Gad Prof, Dina Faris De, Sherif Ramadan Prof, Ghada Afifi Dr, Eman Manaa Prof, Mahmoud El-Tarabany Prof

Business Administration

The main objective of this study is to develop an efficient machine learning-based model for the early prediction of clinical mastitis in Holstein Friesian dairy cattle where automatic milking system (AMS) data is used. The model aims to offer a costless opportunity for mastitis control and reduce its negative impact on livestock production. Different forward multilayer perceptron (MLP) neural networks with backpropagation (BP) learning algorithms using various numbers of hidden neurons and epochs have been introduced. The results of the established models are evaluated based on different metrics such as the accuracy, the F1 core, the precision, the recall, and …

Completely Optional: Rethinking Synchronous Graduate Workshops As Asynchronous Youtube Videos, Julie Arendt

VCU Libraries Faculty and Staff Presentations

After the session, attendees will be aware of the “best practices” recommended for academic library videos in general. Attendees will observe a process for prioritizing goals in library workshops and for getting inspiration from sources outside the library.

Unraveling A Broken Model: Exploring Librarians Experimentation And Early Use Of Chatgpt, Hope Y. Kelly Phd

VCU Libraries Faculty and Staff Presentations

A recent study about ChatGPT use amongst librarians broke a reliable and widely replicated model. This presentation digs through the incongruous results to provide a snapshot of the excitement, concerns, and conflict that arise in engaging with such tools, particularly in our capacity as information literacy instructors.

Generative AI, like Chat GPT, is changing the landscape of information literacy as well as how we develop and deliver instructional content. This presentation speaks to how early adopters and detractors began to experiment with the technology and how they viewed its influence on their instructional design, applying information literacy principles to GenAI …

A Proposed Innovative Learning Spaces For A State University Library In The Philippines, Delna Liwaden-Galut, David A. Cabonero

Library Philosophy and Practice (e-journal)

The library plays a significant role in providing a welcoming, inviting, and appealing library environment to attract learners to use its resources and services. Consequently, the learning preferences of learners prompted the shift from information commons to learning commons in higher education. With an emphasis on the social dimensions of learning, the learning space represents a transformative change that extends beyond the reach of the traditional library. The library can maximize the learners' potential by making it truly an extension of the classroom. This research is guided by the following research questions: 1. What are the teachers’ and librarians’ perceived …

Mapping Success: Swot Analysis Of Roots Millennium University Libraries In Pakistan, Muhammad Kabir Khan, Hafiz Muhammad Tahir Aleem, Arslan Sheikh, Mohamad Noorman Masrek

Library Philosophy and Practice (e-journal)

Purpose - The primary goal of this research is to measure the present status of Roots Millennium University Libraries in view of its user’s points of view about the utilization of libraries and their services.

Research Design – Quantitative research was used in this study and data was collected from students through a survey using a structured questionnaire.

Findings - This study evaluates the internal and external conditions of Roots Millennium libraries through SWOT analysis. The undergraduate student’s opinions were taken into consideration to know the strengths, weaknesses, opportunities, and threats of Roots Millennium University libraries. The investigators evaluated the …

Artificial Intelligence Teamwork For Agricultural Information Service Delivery In A Changing World: A Paradigm Shift, Taiwo Bosede Ajayi Dr, Onaade Ojo Dr, Modupe Atinuke Otuyalo, Wosilat Omolara Oyeniyi, Oluwole Ibiyem Ogunyemi Dr, Rufus Dirinfo Dr

Library Philosophy and Practice (e-journal)

As the global agricultural landscape faces unprecedented challenges driven by climate change, population growth, and shifting consumer demands, there is a pressing need for innovative solutions to ensure food security and sustainable agricultural practices. This paper explores the transformative potential of Artificial Intelligence (AI) in reshaping how agricultural information is developed, disseminated, and utilized to enhance service delivery. AI-powered technologies, including machine learning, data analytics, and automation, are revolutionizing agriculture by providing real-time insights, optimizing resource allocation, and improving decision-making for farmers, policymakers, and stakeholders across the agricultural value chain. This research delves into the multifaceted applications of AI in …