Digital Commons Network^™

Multi-Neutrosophic Ayni Method Based On Ancestral Logic And N-Alectic Reasoning For Ethical Ai And Sustainability, Maikel Y. Leyva Vázquez, Noel Batista Hernandez, Edwin Alberto Callejas, Florentin Smarandache

Neutrosophic Sets and Systems

This article presents the Multi-Neutrosophic Ayni Method, a novel framework that integrates Latin American Indigenous philosophies with neutrosophic logic to guide ethical and sustainable AI development. Grounded in ancestral principles such as Ayni, Buen Vivir, In Lak’ech, ch’ixi, and nepantla, this approach models plural, ambiguous, and context-dependent ethical judgments through Multi-Neutrosophic Sets (MNS). A key contribution is the introduction of the Euclidean Multi-Neutrosophic Consensus Measure, which quantifies the degree of alignment among diverse stakeholders' evaluations without erasing epistemic differences. This measure enables the detection of convergence thresholds in intercultural deliberation, offering a rigorous yet flexible tool for decision-making. The method …

Evaluating English Oral Production In University Students Through Google Meet Using Neutrosophic Z-Numbers, Arihaschna Joyce Berrospi Zapata, Justo Pérez Soncco, Rosita Elvira Alcantara Poma, Lourdes Graciela Lurquin Valdivieso, José Regulo Ramírez Del Águila, Dante Manuel Macazana Fernández

Neutrosophic Sets and Systems

The present study investigates a central problem in the field of virtual education: how it influences the use of Google Meet in the Oral Production Competition of University Students at a public university in Lima. The research issue focuses on determining whether this platform, widely integrated into current educational environments, effectively contributes to the development of oral communicative skills in a foreign language. In a context where digital technologies are essential for teaching, understanding their real impact is essential to optimize learning processes in non-face-to-face modalities. Therefore, this investigation adopts an innovative approach based on neutral Z numbers, which allows …

Neutrosophy, Causal Ai, And Web3: Combo For Complex Decision-Making, Ranulfo P. Barbosa, Florentin Smarandache, Maikel Y. Leyva Vázquez, Joaquin B. Monge

Neutrosophic Sets and Systems

This article introduces Neutrosophic Causal AI, a novel framework that integrates neutrosophic logic with structural causal models to enhance decision-making under uncertainty. While traditional Causal AI is effective at identifying cause-and-effect relationships, it assumes a level of precision rarely found in complex, real-world systems. By incorporating degrees of truth (T), indeterminacy (I), and falsity (F), Neutrosophic Causal AI extends causal inference to accommodate ambiguity, contradiction, and incomplete data. The proposed framework formalizes the neutrosophic do-operator and adapts Judea Pearl’s structural causal models to a neutrosophic context, allowing for more nuanced intervention analysis and counterfactual reasoning. Through illustrative examples and a …

Thinking About Complexity In Latin America: Contributions Of Neutrosophy In Dialogue With Edgar Morin, Noel Batista-Hernández, Maikel Yelandi Leyva-Vázquez, Alenna Rosa Batista-Barallobre

Neutrosophic Sets and Systems

Smarandache’s neutrosophic logic—and its broader philosophical umbrella of MultiAlism, which insists that any assertion must be considered together with its neutral and anti-assertive counterparts—offers powerful methodological tools to operationalize Edgar Morin’s complexity thinking. While Morin contributes the principles of dialogic, recursiveness and the hologrammatic approach, his continental framework can be difficult to apply empirically. Neutrosophy and MultiAlism formalize contradiction, uncertainty and multidimensionality, thereby bridging theory and practice. In Latin America, where complexity thinking is widely adopted to address realities marked by inequality and instability, this integration enables rigorous modelling of non-linear phenomena. Applications such as Neutrosophic QCA (NsQCA), Neutrosophic Cognitive …

Neutrosophic Likert Scale To Assess The User Satisfaction With Retail Software Developed By Software Engineering Students, Franklin Parrales-Bravo, José Agurto-Pincay, Roberto Tolozano-Benites, Elvis Arteaga-Yaguar, Leonel Vasquez-Cevallos, Lorenzo Cevallos-Torres, Dayron Rumbaut-Rangel, Víctor Gómez-Rodríguez

Neutrosophic Sets and Systems

This study aimed to evaluate user satisfaction with retail software developed by Software Engineering students using a Neutrosophic Likert Scale, which captures agreement, indeterminacy, and disagreement dimensions to better reflect real-world user perceptions. The results demonstrated high agreement scores (mean ∼0.75) across key characteristics such as ease of use, speed, and response quality, indicating strong user satisfaction, while moderate indeterminacy scores (mean ∼0.25–0.75) highlighted areas for minor improvements. The study’s key contributions include the application of neutrosophic logic to assess software usability, validation of the student’s technical and managerial competencies, and actionable insights for enhancing system performance and user experience.

Integrating Smed And Industry 4.0 To Optimize Processes With Plithogenic N-Superhypergraphs, Julio Cesar Méndez Bravo, Claudia Jeaneth Bolanos Piedrahita, Manuel Alberto Méndez Bravo, Luis Manuel Pilacuan-Bonete

Neutrosophic Sets and Systems

This article addresses the challenge of inefficient changeover processes in the Ecuadorian electronics industry by integrating the SMED methodology with selected Industry 4.0 technologies. Employing plithogenic n-SuperHyperGraphs and log-linear models, the research demonstrates that this integration significantly reduces changeover times, achieving up to a 68% decrease in complex lines. Key findings indicate synergistic effects between SMED and technologies like IoT and data analytics, improving standardization and adjustments, while augmented reality enhances post-changeover quality. The study contributes theoretically by applying a novel mathematical modeling approach to complex industrial systems and offers a practical, scalable solution for modernization in Ecuador and other …

Computational Intelligence For Disease Diagnosis: An Approach Based On Neutrosophic Logic, Omar Mar Cornelio, Barbara Bron Fonseca

Neutrosophic Sets and Systems

Medical diagnosis faces significant challenges due to the inherent uncertainty and ambiguity of clinical data. In this context, this paper proposes a neutrosophic logic-based approach to disease diagnosis, with an emphasis on the detection of chronic kidney disease. The primary objective was to develop a computational method that adequately represents and manages uncertainty by transforming clinical attributes into neutrosophic structures composed of triplets (T: truth, I: indeterminacy, F: falsity). The implemented methodology included the collection and preprocessing of real clinical data extracted from the UCI repository (135 patients), the application of imputation and normalization techniques, the definition of diagnostic criteria, …

Integrating Random Forest With Neutrosophic Logic For Predicting Student Academic Performance And Assessing Prediction Confidence, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Alexander Castro-Mora, Leonel Vasquez-Cevallos, Elsy Rodríguez-Revelo

Neutrosophic Sets and Systems

This study proposes a hybrid approach to predict students’ final academic performance in a mathematics course by integrating Random Forest, a supervised machine learning model, with neutrosophic logic to assess prediction reliability. The objective is to improve educational forecasting by not only predicting grades but also quantifying the confidence of each prediction through neutrosophic components—truth (T), indeterminacy (I), and falsity (F). The model was trained on a dataset of demographic, academic, and social attributes from Portuguese schools, achieving robust performance (MAE = 1.54, R2 = 0.61). Key contributions include: (1) a framework for transparent AI-assisted decision-making in education, (2) actionable …

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 …

Selecting Optimal Monetary Policies For The Peruvian Hous-Ing Market Using The Neutrosophic Owa-Topsis Model, Edwin Collazos Paucar, Tomas Francisco Rosales León, Rilke Chong Vela, Jorge Luis Arrue Flores, Víctor Linares Pezo, María Josefa López Macedo, Cesar Ulises Marín Elespuru

Neutrosophic Sets and Systems

This research contributes to the literature where ideal monetary policy selection to increase housing demand in Pe-ru is still lacking for a vulnerable sector that can easily become unstable in times of recession. This research is sig-nificant because policymakers should pay attention to the real estate sector as it has economic and social welfare implications due to the current housing deficit situation across the country and international investors and lenders. Although previous articles have assessed how monetary policy transmits through the housing sector, few pay at-tention to the adoption of uncertainty itself. Therefore, prevailing methods do not comprehensively assess how …

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 …

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

Back To The Future For Climate Liability, Anthony Moffa

Pace Environmental Law Review

The Polluter Pays Principle has been a central tenet of environmental policy for decades. It provided an economic justification for compelling cleanups through the Superfund law (the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA)). However, outside of that context, it has not been explicitly cited as the chief justification for much environmental law in the United States—until now. The principle has recently been invoked in state climate lawmaking. Last year, Vermont and New York became the first states to enact laws that impose liability on fossil fuel producers for climate change harms, invoking the Polluter Pays Principle and Superfund …

A Versatile Platform For Designing And Fabricating Multi-Material Perfusable 3d Microvasculatures, Nathaniel Harris, Charles Miller, Min Zou

Mechanical Engineering Faculty Publications and Presentations

Perfusable microvasculature is critical for advancing in vitro tissue models, particularly for neural applications where limited diffusion impairs organoid growth and fails to replicate neurovascular function. This study presents a versatile fabrication platform that integrates mesh-driven design, two-photon lithography (TPL), and modular interfacing to create multi-material, perfusable 3D microvasculatures. Various 2D and 3D capillary paths were test-printed using both polygonal and lattice support strategies. A double-layered capillary scaffold based on the Hilbert curve was used for comparative materials testing. Methods for printing rigid (OrmoComp), moderately stiff hydrogel (polyethylene glycol diacrylate, PEGDA 700), and soft elastomeric (photocurable polydimethylsiloxane, PDMS) materials were …

Multi-Cohort Exploration Of Repetitive Element Transcription And Dna Methylation In Human Steatotic Liver Disease, Neil A. Youngson, Aikaterini Tourna, Timothy Chalmers, Kelly V. Prates, Josepmaria Argemi, Ramon Bataller, Koroush S. Haghighi, Lindsay E. Wu, Shilpa Chokshi, Peter Starkel, Patrick S. Western, Margaret J. Morris, Stephen M. Riordan

Peninsula Medical School

Transposable elements (TEs) make up around half of the human genome. Their transcription is repressed in most somatic cells to maintain genome integrity and function. The repression is chiefly maintained by a combination of epigenetic modifications such as DNA methylation and histone modifications. However, recent research suggests that liver steatosis is associated with extensive changes to the hepatocyte epigenome. Furthermore, studies in mice have reported diet- and drug-induced changes to TE transcript levels in liver. The confirmation of these effects in human liver has not previously been undertaken. Here, we examined TE transcription in liver tissue from three patient cohorts …

Simple And Complex Phonic Tics In Tourette Syndrome, José Fidel Baizabal-Carvallo, Joseph Jankovic

Faculty, Staff and Students Publications

Tourette syndrome (TS) is the most common cause of tics. Tics are classified as motor and phonic tics. The latter (previously also referred to as “vocal tics”) are manifested by simple sounds (simple phonic tics) or complex, often semantically meaningful utterances (complex phonic tics). Methods: We compared the clinical and demographic features of consecutive patients with TS who exhibited simple and complex phonic tics. Results: There were 149 patients, 117 (78.5%) of whom were males; the mean age at evaluation was 19.61 ± 12.97 years. In total, 35 (23.5%) of these manifested complex phonic tics, and 26 (17.4%) had verbalizations. …

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 …

Clarifying Issues Surrounding The “First” Jazz Recording, Mark C. Gridley

The IASJ Journal of Applied Jazz Research

Ten questions are answered regarding the first jazz recording, whether it was really the first, and if so, how it qualifies as jazz. They touch on the nature of swing feeling, the extent of improvisation in the recordings, the primacy of the Original Dixieland Jazz Band, the recordings of Wilbur Sweatman, and the comedy team of Harlan and Collins, and why the Original Creole Orchestra of Bill Johnson, featuring Freddie Keppard, did not record.

Montana Environmental Information Center. V. Montana Department Of Public Service Regulation, Sadie Giles

Public Land & Resources Law Review

Montana Environmental Information Center v. Montana Department of Public Service Regulation provides insight into the discretion of the Public Service Commission and its impact on renewable energy development in Montana, especially in the wake of the repeal of the Renewable Power Production and Rural Economic Development Act. This case evaluates the Commission’s decisions to grant waivers to NorthWestern Energy for its 2015 and 2016 renewable energy purchase obligations under the Act. The Court found the Commission’s decisions were arbitrary and unsupported by substantial evidence and appropriate reasoning. Montana’s renewable portfolio standards had proven effective in promoting renewable energy and economic …

Influence Of Increasing Fires On Mixed Conifer Stand Dynamics In The U.S. Southwest, Simon D. Baker, Kristen M. Waring, David Auty, Nicholas Wilhelmi

Aspen Bibliography

(1) Stand-replacing fires may threaten the continued stability of mixed conifer forests in the U.S. Southwest. Increasing fire frequency and severity have made post-fire forest recovery trajectories uncertain for many coniferous species, potentially leading to long-term shifts in forest structure and composition. (2) The purpose of this study was to examine post-fire stand dynamics over a 10-year period, using a network of permanent plots established prior to wildfire events across Arizona and New Mexico. We assessed changes in over story composition, regeneration, and fuel loading across different fire severities. (3) High severity fire caused near-total over story mortality, with little …

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 …

Pechman V. Lane

All Decisions

In a holdover proceeding initiated by new co-op shareholders who acquired shares via judicial execution, the court denied their motion to set aside a prior order denying a default judgment. The landlord incorrectly predicated the holdover on RPAPL § 713(1) and § 713(7), arguing the former proprietary lessee was a licensee. The court reaffirmed that these sections do not apply to former proprietary lessees; rather, RPAPL § 711(1) for holdover tenants is the proper vehicle. The court emphasized that cooperative shares are considered personal property for these purposes, preventing the application of "real property" sale provisions under RPAPL § 713(1).

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 …

Metadata Harvesting Via The Worldcat Digital Collection Gateway, Daniel Jolley

2025 Digital Commons Southeastern User Group

In this presentation, I will discuss my experience harvesting metadata from Digital Commons holdings records into WorldCat Discovery via OCLC’s WorldCat Digital Collection Gateway. This is a self-service client that allows librarians to configure and enable metadata harvesting for any or all collections within their OAI-compliant repositories into WorldCat Discovery, thus increasing the visibility and discoverability of those records. WorldCat Digital Collection Gateway works more seamlessly with OCLC’s own CONTENTdm repository product, but it can also be used to harvest metadata from Digital Commons, with WorldCat records linking directly to the repository content itself. Gardner-Webb has chosen to harvest metadata …

Innovative Virtual Mentoring: The Impact Of Technology On Neurologic Physical Therapy Education, A Case Study, Joy Williams, Joanne Pho

Pacific Journal of Health

Purpose: This case report provides an example of the utilization of true wireless earbud (TWE) technology within virtual mentoring sessions in an outpatient setting, aimed at enhancing mentee learning within a neurologic physical therapy residency program.

Methods: The mentor- mentee pair, consisting of one mentor and one mentee, participated in virtual mentorship sessions using a combination setup that included visual communication through a Health Insurance Portability and Accountability Act (HIPAA) compliant video conferencing platform delivered on a tablet, and audio through TWE. The sessions involved the mentee and patient in a face-to-face physical therapy session, with the mentor participating over …

Notes On The Biology And Damage Of Two Acrobasis Species (Lepidoptera: Pyralidae) On Black Walnut In Michigan, Peter J. Martinat, William E. Wallner

The Great Lakes Entomologist

Acrobasis juglundis (Le Baron), and A. demotella Grote cause extensive damage to black walnut foliage and branchlets, and are potential threats to commercial production of walnut trees in Michigan. Both species are univoltine in Michigan and overwinter in hibernacula. lnstars 1-111 are morphologically indistinguishable between species and have similar feeding habits. In the spring, A. demotella was active about two weeks earlier, caused more damage. and was more abundant than A. juglandis. Five parasitoids were reared from A. juglandis including Trathala plesia (Cushman), a new record. No parasitoids were reared from A. denzotella.

The Etymology Of The Beetle Name Lucanus Linnaeus (Coleoptera: Lucanidae), H. D. Cameron

The Great Lakes Entomologist

[excerpt]

The handsome European stage beetle Llrcunus cervus Linnaeus is so magnificent in its outlines as to have won the attention of no less a master of drawing than Albrecht Diirer. The spectacular antler-like porrect mandibles of the male assure this creature an important place in any picture book of remarkable insects, and have awakened the linguistic imagination for metaphor. In many of the European languages it is called the flying stag or stag beetle: French cerf vulante. German Hirschkafer, Italian cervo vulante, Dutch uliegende hert, Renaissance Latin scurabelaphus (from Latin scarrcbaeus and Greek elaphus "stag").? This designation can be …

The Distribution Of The Pentatomoidea In The Northeastern Quarter Of The United States (Hemiptera), J. E. Mcpherson

The Great Lakes Entomologist

The distributions of the pentatomoids occurring in the northeastern quarter of the United States as listed by Van Duzee in 1917 are updated.

Identity Ramifications, Tina E. Wilson

Ought: The Journal of Autistic Culture

No abstract provided.

Session 3: Conference Spotlight- Politics In A World Of Ai Misinformation: Regulatory Approaches, Richard Painter, Mark Verstraete

SITIE Symposiums

Considering developments regarding AI-generated media, fake news, and impersonations, panelists discuss the challenges in regulating AI-generated media, particularly in the context of deepfakes and political misinformation. Panelists discuss the evolution of content from a text-based presentation to video-based manipulations, along with broader concerns, including the role of social media platforms, how platforms are becoming more focused, confirmation bias of individual voting publics, and the potential conflicts of interest in regulating AI-generated content. Panelists suggest solutions involving a proactive method to warn the public about AI-generated misinformation. Further, the panelists also call for greater inter-disciplinary collaboration to develop flexible and forward-thinking …