Digital Commons Network^™

Using Plithogenic N-Superhypergraphs To Assess The Degree Of Relationship Between Information Skills And Digital Competencies, Salomón Marcos Berrocal Villegas, Willner Montalvo Fritas, Carmen Rosa Berrocal Villegas, María Yissel Flores Fuentes Rivera, Roberto Espejo Rivera, Laura Daysi Bautista Puma, Dante Manuel Macazana Fernández

Neutrosophic Sets and Systems

This study investigates the interdependence between informational skills and digital competencies, and how an educational intervention can strengthen this relationship in university students. Using Plithogenic n-SuperHyperGraphs as a modeling mechanism, 40 students were assessed through questionnaires and practical tests before and after a ten-week experiment. Findings revealed new associations, such as a strong positive correlation (0.82) between information searching and digital literacy. Significantly, the percentage of students with high-level integrated skills increased from 12.5% to 37.5% after the intervention. Although the intervention improved all dimensions regardless of socio-demographic variables, female students, engineering students, and the 18-20 age group showed the …

Configurational Analysis Of Comprehensive Healthcare Quality: A Neutrosophic Set And Fsqca Approach, Jasson Humberto Ruiz Silva, Sandra Dayanara Correa Solis, Manuel Richard Naranjo Rodríguez, Fatima Lissett Zambrano Coello

Neutrosophic Sets and Systems

This study employs a nonlinear, neutrosophic approach to examine gaps in comprehensive healthcare by analyzing the interplay of Health Resource Availability (HRA), Professional Competence of Health Personnel (CPPS), and Accessibility and Response Time (ATR). Traditional statistical methods often fail to capture the uncertainty inherent in healthcare evaluations; this research addresses this by applying neutrosophic set theory to data from a survey of 15 professionals. fuzzy set qualitative comparative analysis (fsQCA) indicates that CPPS is a highly consistent (≈0.98) necessary condition for quality care, with HRA also being a strong necessary condition (≈0.89). As sufficient pathways, HRA individually (consistency ≈0.98, coverage …

Examining The Causes Of Ineffectiveness In The Legislative Process Of Law In Ecuador Using The Neutrosophic Analytic Hierarchy Process, María Elena Infante Miranda, Jarlyn Gabriela García Chulde, José Ignacio Ruíz Tigse

Neutrosophic Sets and Systems

This study addresses legislative inefficiency in Ecuador, which results in laws with poor technical quality and low legitimacy. Its goal is to assess and rank the factors causing this inefficiency—a key step toward improving the legal system and governance. The issue is critical because ineffective lawmaking erodes public trust and hin-ders national development. Unlike previous studies, this research applies an innovative approach: neutrosophic logic and the Analytic Hierarchy Process (NAHP) to handle uncertainty in complex political contexts. Through surveys of 4 constitutional law experts, 7 key factors were identified. The top causes were technical-legal defi-ciencies (33.65%) and excessive politicization (28.52%), …

Impact Of A Digital Platform For Wildlife Information Man-Agement In The Cerro Blanco Protected Forest Of Guayaquil Using Plithogenic Statistics, Sonia Jacqueline Tigua Moreira, Edison Luis Cruz Navarrete, Diana Lucia Tigua Moreira, Pedro Manuel García Arias

Neutrosophic Sets and Systems

Protected areas, such as the 6078-hectare Cerro Blanco Protected Forest of Guayaquil, often struggle with ineffi-cient wildlife information management, including previously physical and inefficient methods of fauna control, which can hinder effective conservation. Comprehensive digital resources are needed to improve data accessi-bility for informed decision-making regarding conservation activities. This project addressed this opportunity by developing and evaluating a digital platform specifically designed to facilitate the collection, organization, and dissemination of wildlife-based resources. While the consideration of digital approaches in conservation is rapidly increasing, there are minimal articles focused on successful encompassing digital platforms, and none that assess their real-world effect …

Neutrosophic Owa-Topsis Model For Decision-Making In Ai Systems With Large Volumes Of Data, Juan Roberto Pereira Salcedo, Karla Melissa Ruiz Quezada, Edison Luis Cruz Navarrete, Pedro Manuel García Arias

Neutrosophic Sets and Systems

AI systems require transformations of big data critical to processing because the findings are based upon in-complete, inconsistent, and/or biased findings which mean that findings and subsequent achieved expectations will inevitably have limitations. This is problematic when engaging multi-criteria decision making with big data-driven projects like infiltration of personalized suggestions, AI-based medical diagnostics, and risk reduc-tion efforts where any decision making with deficient data can reduce effective capabilities. The literature sug-gests that TOPSIS and OWA operators enable the prioritization of alternatives given ranked data; however, there is a gap in the literature regarding the suitability of decision making techniques to …

Neutrosophic Cognitive Maps To Analyze Barriers And Opportunities In The Development Of Critical Thinking Through Inquiry Strategies In Public Universities, Betsy Maryetta Quispe Baca, Adán Humberto Estela Estela, Vladímir Bendezú Pérez, Yessika Madelaine Abarca Arias, Manuel Cesar Vildoso Villegas, Pierre Sean Rojas Padilla, Juvita Dina Soto

Neutrosophic Sets and Systems

The effective implementation of inquiry strategies in higher education is hampered by multiple interconnected fac-tors, from institutional constraints to pedagogical barriers, creating a complex scenario that traditional analysis methods fail to fully capture. This problem takes on particular relevance in the current context, where the devel-opment of critical thinking has become a fundamental competency for facing the challenges of constantly changing societies. While numerous studies on active pedagogies exist, there remains a notable lack of approaches that can adequately manage the ambiguity, contradictions, and uncertainty inherent in real-life educational systems. To ad-dress this limitation, this research proposes an innovative analytical …

Strategic Planning Model In Higher Education Using Neutrosophic Z Numbers, Luis León Gómez, Hortencio Flores Flores, Adán Humberto Estela Estela, Manuel Cesar Vildoso Villegas, Juvita Dina Soto Hilario, Virgilio Vildoso Gonzales, Yessika Madelaine Abarca Arias

Neutrosophic Sets and Systems

Strategic planning in higher education faces complex challenges due to the imprecise nature of decision-making criteria, the diversity of stakeholders involved, and the changing dynamics of academic environments. This study addresses the problem of how to model institutional planning processes that effectively incorporate the uncertainty, subjective assessments, and incomplete data characteristic of this context. While various approaches to decision-making in education exist, the current literature presents a significant limitation: the lack of methods that simultaneously integrate the vagueness of human perceptions, the inconsistency of institutional preferences, and the quantitative restrictions inherent to the university setting. To address this problem, we …

Neutrosophic Evaluation Of Conventional And Non-Conventional Resources In Higher Education, Walter Cente Pérez, Hortencio Flores Flores, Manuel Cesar Vildoso Villegas, Adán Humberto Estela Estela, Carlos Fretel Martínez, Virgilio Vildoso Gonzales, Eli Carrillo Vásquez

Neutrosophic Sets and Systems

Evaluating the effectiveness of teaching resources in higher education faces the challenge of inherent subjectivi-ty and ambiguity in pedagogical processes. Existing studies often oversimplify the complexity of the educa-tional phenomenon. This research proposes an innovative model combining neutrosophic theory with mul-ticriteria decision-making methods (specifically SVNLOWAD-TOPSIS) to simultaneously assess truth, falsity, and indeterminacy in resource effectiveness. The methodological framework, acknowledging the plithogenic nature of educational processes, uses a mixed-method design integrating expert perceptions synthesized via neutrosophic operators. A case study evaluating four resource types—traditional classes, online platforms, vir-tual simulations, and Project-Based Learning (PBL)—demonstrated that PBL is the most effective, followed by …

Multineutrosophic Analysis Of The Impact Of The Circular Economy On The Regional Supply Chain., Ana María Correa Vaca, Fidel Márquez-Sánchez, Oscar José Alejo Machado, Cesar Pozo-Estupiñán, Orlando Arencibia-Montero

Neutrosophic Sets and Systems

This research was conducted to evaluate the influence of the circular economy on the sustainability of supply chains at the regional level through multineutrosophic theory for uncertainty in decision-making. Empirical analysis was performed through a quantitative and qualitative assessment, includ-ing a questionnaire completed by 50 regional companies, mathematical calculations based on neutro-sophic theory, and a multineutrosophic assessment of the diverse input/output resource flows for sup-ply chains associated with manufacturing and agricultural endeavors. The major results indicate that by incorporating aspects of the circular economy, recyclability/reusability of resources was 20% more ef-fective and 15% less expensive to operate, while 30% of …

Formulation Of Plithogenic Hypotheses To Evaluate The Viability Of The Right Of Recourse In Ecuador., Ambar Murillo Mena, Humberto Gosálbez-Pequeño, Fidel Márquez-Sánchez, Holger García-Segarra, Óscar José Alejo Machado

Neutrosophic Sets and Systems

The purpose of the research is to assess the viability of the right of recourse in Ecuador by creating neutrosophic plithogenic hypotheses with respect to uncertain results and conflicting trends in determining public officials' liability for their patrimony in order to publicly establish a reliable assessment of an objective relative to im-proving recourse of public assets for injuries caused by dolus and culpa gravis. The investigation is descriptive, founded upon neutrosophic plithogenic philosophy which allows for hypothesis generation with truths, falsities, and uncertainties. Through an analysis of national court cases which determine the viability of recourse for the years 2008-2018 …

Strategies For Harmonic Mitigation In Water Pumping Systems Using Neutrosophic Logic., Jefferson A. Porras, Luis R. Curipoma, Byron P. Corrales, Jorge L. Villarroel

Neutrosophic Sets and Systems

This study analyzed harmonic contamination in Quillán 1 and Quillán 2 pumping stations, characterizing the electrical system conditions and proposing solutions that addressed actual operational requirements. High levels of harmonic distortion were identified, particularly in 5th and 7th order harmonics, which exceeded the limits established by national regulations, despite the system presenting adequate energy utilization. To select the most appropriate mitigation strategy, the TOPSIS method under neutrosophic logic was applied, which allowed the integration of expert perception and the inherent indetermination margins of such systems. This logic, which simultaneously considers degrees of truth, falsehood, and uncertainty, enabled the evaluation of …

Educational Dialogues And Shuar Cultural Identity: An Approach From The Neutrosophic N- Alectics., María Claudina Gómez Ayora, María Belén Centeno Defas, Isaac Roger Martínez

Neutrosophic Sets and Systems

This dissertation aims to assess the significance of dialogues in educational interventions that facilitate the con-struction and reinforcement of the cultural identity of Shuar students in rural multigrade classrooms from a Neutrosophic N-Alectic Assessment based on the Theory of Neutrosophy that seeks to approximate truth, deni-al, and indeterminacy within pedagogical realities. Therefore, it involves an interpretative qualitative study comprised of semi-structured, in-depth interviews with teachers and students, participant observation in class-rooms, and neutrosophic discursive analysis of dialogue occurring in bilingual learning environments. Results show that dialogue surrounding ancestral stories, purposeful interaction with the Shuar language, and subse-quent community involvement facilitate …

Neutrosophic Sets And Systems, {Número Especial: Inteligencia Artificial, Neutrosofía Y Cosmovisiones Latinoamericanas: Hacia Un Futuro Sostenible (Taller – 18 Al 21 De Marzo De 2025, Universidad Tecnológica De El Salvador, San Salvador, El Salvador)}, Vol. 84, 2025, Florentin Smarandache, Maikel Leyva-Vázquez, Mohamed Abdel‑Basset

Neutrosophic Sets and Systems

Preface

Factors Associated With Applying To Graduate/Professional Degrees For Students Engaged In Undergraduate Research Experiences At Minority Serving Institutions, Lourdes E. Echegoyen, Kala M. Mehta, Karsten Hueffer, Jacob D. Kagey, Thomas E. Keller, Kathleen M. Morgan, Stephen B. Aley, Chi-Ah Chun, Payam Sheikhattari, Amy Wagler

School of Social Work Faculty Publications and Presentations

Introduction:

This study investigates the impact of undergraduate research experiences on applications to graduate and professional programs, particularly for underrepresented minority students at Minority Serving Institutions (MSIs).

Methods:

The study analyzes data collected at 10 MSIs participating in the NIH BUILD program to understand the relationship between research participation (in formal programs vs. informal research), student demographics, science self-efficacy, GPA, and application to advanced degree programs.

Results:

Results indicate that undergraduate research participation, especially in formal programs for extended periods of time, positively influences applications to graduate/professional programs, with similar outcomes observed across underrepresented minority and non-minority students.Discussion

Findings indicate …

Exploring The Interplay Between Economic Growth And Sustainable Development: A Complex Systems Approach To Gsdp And Sdgs In Indian States, Rosewine Joy, Helen Josephine, Divya D, Midhun Raj

Northeast Journal of Complex Systems (NEJCS)

Pursuing Sustainable Development Goals (SDGs) necessitates aligning business and management practices on a global scale. This paper delves into the intricate dynamics between Gross State Domestic Product (GSDP) and SDGs across diverse states in India, offering nuanced insights to policymakers, businesses, and stakeholders. This paper explores the dynamic relationship between Gross State Domestic Product (GSDP) and the Sustainable Development Goals (SDGs) in the context of India's diverse states by applying modern machine learning techniques such as XG boost, Decision trees, and K mean clustering. The study delves into how economic growth influences the progress towards SDGs. The research integrates complex …

Orchestrating Complexity: The Art Of Virtual Leadership In System Modelling, Vijay Kumar Sonawane, Bipllab Roy, Purnendu Bikash Acharjee, Indu Pv

Northeast Journal of Complex Systems (NEJCS)

This paper explores the dynamics of virtual leadership within global remote work environments, focusing on the application of complex system modelling to understand and enhance leadership efficacy. The application of computational modelling has been a regular feature in economics, science and technology fields, however its application in virtual leadership with linkage to sport leadership appears to be a novel concept. Adopting a multidisciplinary approach, this paper incorporates Game Theory as a conceptual framework to make the leadership model more relevant and applicable that can offer simpler understanding of complex play of leadership drivers. The model incorporates five key leadership dimensional …

Montana Trout Unlimited V. Montana Department Of Natural Resources, Kelly Brady

Public Land & Resources Law Review

A proposed copper mine located near tributaries of the highly protected Smith River in central Montana set off a series of lawsuits over the use of water in the state. After a number of administrative hearings and subsequent trials, the only substantial question left was the status of “mine dewatering.” The Montana Supreme Court decided whether 1,500,000 gallons of water removed annually from the inner workings of a mine should require a water use permit as a beneficial use or if it exists outside of the regulatory jurisdiction of the Montana Department of Natural Resources under the Montana Water Use …

Rainbow Bop: Integrating A Multidisciplinary Industry Project Within Tertiary Music Education, Sean Foran, Patrick Carroll

Staff Scholarship - Australia & Dubai

Australian tertiary music programs often incorporate elements of songwriting, production, music industry studies, cultural awareness, entrepreneurship, and creative practice. These programs aim to prepare students for "portfolio careers" that blend diverse aspects of music, including performance, recording, teaching, community work, and digital presence. In alignment with this approach, SAE University College emphasizes innovative, real-world learning, fostering an environment where students experience hands-on, feedback-oriented projects that reflect current industry trends and challenges.

This research showcases an innovative approach to music education through the “Rainbow Bop” YouTube series for children, where SAE Music students are engaged in a multidisciplinary industry project as …

Pepperbox - June 6, 2025, Student Newspaper Of Arcata High School

The Pepperbox

Volume 97, Number 7

Passive Radar In Metropolitan Environments (Prime), Hannah Bajakian, Carson Crisafulli, Dylan Olson

Electrical and Computer Engineering Senior Theses

Radio Detection and Ranging (radar) is a core application of RF engineering, traditionally implemented through active systems that transmit high-power signals and process their reflections to estimate target range and velocity. However, active radar systems require significant power, cost, and regulatory overhead. This thesis explores the design and implementation of a passive radar system as a low-power, cost-effective alternative for real-time aircraft tracking.

The system capitalizes on existing ultra-high frequency (UHF) television broadcast signals as illuminators of opportunity. These signals, along with their reflected signals from airborne targets, are received using Yagi-Uda directional antennas and captured using a USRP B210 …

Synergizing Stem And Ela: Exploring How Small-Group Interactions Shape Design Decisions In An Engineering Design-Based Unit, Deana Lucas, Emily Haluschak, Christine H. Mcdonnell, Selcen Guzey, Greg J. Strimel, Morgan Hynes, Tamara J. Moore

School of Engineering Technology Faculty Publications

While small group learning through engineering design activities has been shown to enhance student achievement, motivation, and problem-solving skills, much of the existing research in this area focuses on undergraduate engineering education. Therefore, this study examines how small-group interactions influence design decisions within a sixth-grade engineering design-based English Language Arts unit for multilingual learners. Multilingual Learners make up 21% of the U.S. school-aged population and benefit from early STEM opportunities that shape future educational and career trajectories. Grounded in constructivist learning theories, the research explores collaborative learning in the engineering design process, using a comparative case study design. Specifically, this …

Session 6: Ai Regulation: The Role Of Washington State Legal Organizations, Alicia Burton, Michele Carney, Ryan Harkins, Craig Shank, Drew Simshaw, Christon Skinner, Leslie Veloz

SITIE Symposiums

In session six of the SITIE 2025 Symposium, the panelists discuss how legal institutions in the State of Washington are responding to the challenges surrounding artificial intelligence (AI). Being aware that AI is continuing to evolve and will inevitably be integrated more into the legal field, this session discusses the benefits and concerns of AI and what legal institutions like the Board of Judicial Administration, Washington State Bar Association (WSBA) Committee on Professional Ethics, and the Washington State Bar Association Legal Technology Task Force are doing to educate lawyers and what changes, if any, are being done to address AI …

Session 5: Ai Regulation From Domestic Sources: From Where And When?, Mark Geistfeld, Margaret Hu, Emile Loza De Siles

SITIE Symposiums

In the wake of high-profile calls for AI regulation from tech leaders like Sam Altman and Brad Smith, domestic efforts to shape AI governance in the U.S. are becoming more urgent. Moderated by Professor Steve Tapia, this panel of legal scholars examined the evolving field of AI regulation, here from domestic sources, focusing on gaps in legal literacy, the limits of tort law, and the promise of more transparent frameworks. Panelists explored the challenges posed by the “Black Box” nature of AI, including trade secret protections, opaque algorithms, and their impact on tort causation and discrimination. They highlighted tensions between …

On Excursions Associated With A Certain Local Time Of Simple Symmetric Random Walks, With Applications, Takahiko Fujita, Naohiro Yoshida

Journal of Stochastic Analysis

In this note, some applications of excursions associated with a certain local time of simple symmetric random walks are presented. Specifically, the excursions are applied to calculate some probability distributions of interest regarding the random walks. Furthermore, a solution of the Skorokhod embedding problem for random walks is obtained through the excursions.

Session 1: Guidance From International Regulation Sources, Charlotte Tschider, Marie-Charlotte Roques-Bonnet

SITIE Symposiums

In Session One of the SITIE 2025 Symposium titled “Regulating Artificial Intelligence: From Where and When?”, Professor Mark Chinen moderated a panel featuring Professor Charlotte Tschider and Dr. Marie-Charlotte Roques-Bonnet. The discussion focused on international AI regulation, privacy, data governance, and the EU’s regulatory approach to AI oversight.

Leveraging Usage Of Ai In Education: Knowledge, Attitude And Behavioral Analysis On Students, Bipllab Roy, Purnendu Bikash Acharjee, Rohit Kumar Sharma, Ruptaheen Kramsapi, Shruti P

Northeast Journal of Complex Systems (NEJCS)

The paper explores the possible advantages and drawbacks of artificial intelligence (AI) on sustainability, with an emphasis on using AI to positively achieve SDGs. The study finds a significant vacuum in the literature on the association between knowledge, attitudes, and behaviors towards the use of AI tools and techniques in education and demographic characteristics (sex, age, education level, area of study, and city of origin). The purpose of this research is to close this knowledge gap and advance our understanding of how these demographic factors affect the integration of AI in educational environments. The study specifically aims to comprehend how …

High Aspect-Ratio Filler-Containing Conductive Elastomeric Materials And Methods Of Use

Defensive Publications Series

Described herein are conductive elastomeric materials and methods of using the same. The conductive elastomeric materials include a polymeric matrix, a peroxide accelerator, and one or more high aspect-ratio fillers, wherein the high aspect-ratio fillers are present in an amount of 50 wt. % or less based on the weight of the conductive elastomeric material. The polymeric matrix can include a thermoset polymer or a thermoplastic polymer. Also described herein are methods of making conductive elastomeric materials. Further described herein are molded products including the conductive elastomeric materials as described herein and wearable devices including the molded products.

Microfluidic Intracranial Pressure Monitoring Sensor, Andrea Pader, Anthony Sukendro, Tripti Pandey

Bioengineering Senior Theses

This thesis presents the design of a novel microfluidic sensor for continuous monitoring of intracranial pressure (ICP), intended as a less invasive alternative to current monitoring techniques. The sensor targets patients with critical and chronic neurological conditions, aiming to provide real-time data on ICP fluctuations. The microfluidic intracranial pressure sensor is designed for implantation beneath the skull, on the dura mater, and integrates a PDMS-based microfluidic strain sensor with wireless data transmission. Initial testing focuses on optimizing sensor design and integration with a microcontroller. Preliminary benchtop testing demonstrates the sensor's capability to detect ICP with a minimum sensitivity of 5 …

Litter-Acy, Justin Chung, Aster Li, Andrew Nguyen

Computer Science and Engineering Senior Theses

This project for Santa Clara University School of Engineering’s annual Senior Design, Litter-acy, addresses the critical societal issue of improper waste management and the lack of public knowledge regarding proper sorting techniques. These contribute significantly to environmental pollution and deterioration. Through recognizing how traditional educational methods often fail to engage younger audiences and combat the ”adolescent dip” in sustainability interest, Litter-acy proposes an innovative solution: an iOS mobile application that gamifies waste management education.

The app features multiple interactive mini-games focused on sustainable waste sorting, including Connections, Catcher, and Trivia, designed to make learning engaging and accessible. It incorporates key …

The Local Job Multipliers Of Green Industrialization, Federico Fabio Frattini, Francesco Vona, Filippo Bontadini, Italo Colantone

Fondazione Eni Enrico Mattei Working Papers

What are the job multipliers of the green industrialization? We tackle this question within EU regions over the period 2003-2017, building a novel measure of green manufacturing penetration that combines green production and regional employment data. We estimate local job multipliers of green penetration in a long-difference model, using a shift-share instrument that exploits plausibly exogenous changes in non-EU green innovation. We find that a 3-years change in green penetration per worker increases the employment-to-active population ratio by 0.11 pp. The effect is: persistent both in manufacturing and outside manufacturing; halved by agglomeration effects that increase the labour market tightness; …