Digital Commons Network^™

Spatial Management And Visualization Of Digital Agents Within A Mixed Reality Environment, Jason Mayes

Defensive Publications Series

Orchestrating a digital agent typically relies on a software interface and a two-dimensional graphical user interface, making it difficult to visualize a current state or a process of the digital agent. A disclosed system may be configured to manage and visualize a digital agent within a mixed reality environment. The system may present a visual representation of the digital agent, such as an avatar, an abstract process indicator, or a branded entity, positioned at a spatial location within a physical space. Additionally, the system can project a virtual screen or a visual indicator into the physical environment to display data …

The Predictive Scoring For Dynamic Payment Routing And User Interface Adaptation, Sree Sitamahalakshmi Moguluru

Defensive Publications Series

In the field of digital payment processing, transaction routing systems can operate reactively by identifying performance degradation within a payment processor's network after user transactions have failed. A predictive payment orchestration framework can utilize a machine learning inference engine to generate a real-time authorization probability score for a transaction across multiple available payment processors. This score can be calculated using real-time telemetry signals from the processors and the specific metadata of the pending transaction. Based on the calculated scores, an execution engine can dynamically route the payment to a selected processor or signal a user-facing interface (e.g., a web application, …

Dataless Communication Protocol, Amartya Koner

Defensive Publications Series

The present disclosure relates to data communication, and in particular to exchanging information between computerized systems using a dataless communication protocol. A community of financial institutions agree to adopt the dataless communication protocol and receive a dataless communication black box, which causes a local database to be created at each financial institution for storing data and corresponding offsets. A leader financial institution is periodically selected from among the community by way of a leader selection process, and selects a base offset and a frequency for changing the base offset, which are distributed to the community as schema updates and interval …

Generating Content With Cryptographically Verifiable Atomic Facts, Sandeep Kumar

Defensive Publications Series

Systems and methods are described that can use a decoupled architecture to separate data generation from data presentation. A data generation layer can extract atomic facts from source documents and apply a per-value cryptographic token to each fact, creating a verifiable link to its origin using, for example, hashes and digital signatures. A verifiable presentation layer can then use a gatekeeper mechanism to cryptographically validate each fact's token before rendering the fact. This approach can enable granular, per-fact verification at the point of presentation, which may reduce the likelihood of displaying unverified data.

A Transactional Provenance Framework For Causal And Counterfactual Debugging In Multi-Agent Ai Systems, Niranjan M M

Defensive Publications Series

Multi-agent AI systems are increasingly used to perform complex, high-impact tasks by coordinating multiple autonomous or semi-autonomous agents with distinct roles such as planning, execution, validation, safety enforcement, and tool invocation. While such systems offer significant flexibility and scalability, their distributed and emergent behavior makes them difficult to understand, debug, and govern, particularly when failures manifest as subtle misbehavior rather than explicit errors.

The proposal presents a transactional provenance framework for causal and counterfactual debugging in multi-agent AI systems. The framework captures the evolution of a multi-agent system as a set of verifiable, causally linked transactions that record agent state …

Forecasting Trends In Educational Measurement And Assessment Topics In The Ai Era : Text Mining Analysis With Bayesian Multilevel Piecewise Regression Model, Siwachoat Srisuttiyakorn, Kanit Sriklaub, Yotsawee Saifah

Journal of Education Studies

This study aimed to 1) identify latent research topics in educational measurement and evaluation from academic databases covering the years 2008–2025 using Structural Topic Modeling (STM), 2) analyze topic prevalence trends and forecast their growth trajectories for 2027 using Bayesian Multilevel Piecewise Regression (BMPR), and 3) synthesize strategic research themes from the topic classification and forecasting results. The dataset consisted of 1,695 research articles from the proceedings of three international conferences. The data were processed to extract 10,858 standardized keywords and key phrases, which were then analyzed using STM to identify latent research topics. Topic labeling and interpretation were conducted …

An Mhealth Application For The Rehabilitation Of Community-Dwelling Individuals With Chronic Mental Health Conditions: A Randomized Controlled Trial, Pornpat Hengudomsub, Pornpun Sudjai, Pornprasert Kaewkham, Kiattisak Raihinthaung

Journal of Health Research

Background: Developing a nursing service system to promote rehabilitation among individuals with chronic mental health conditions is essential for maintaining self-care and social functioning. This study examined the effectiveness of the BUU True Friends mobile application (mHealth) in enhancing rehabilitation and reducing relapse risk.

Methods: A two-arm, pretest–posttest randomized controlled trial (RCT) was conducted with 80 participants (aged 20–59) recruited from an outpatient service in Eastern Thailand. Participants were randomly assigned to an intervention group (n=40) receiving standard care plus the mHealth app, or a control group (n=40). Outcomes were assessed at baseline and after an eight-week intervention. Data were …

Improving Mechanical Properties Of Soft Clay By Deep Soil Mixing In North Delta, Egypt Vs. Finite Element Simulation, Ali Gamal Abdel Zaher, Sherif Abdelaziz Mazek, Samir Abdelfattah, Mostafa Merzk

HBRC Journal

Soft clay layers in the Northern Nile Delta pose significant geotechnical challenges due to low shear strength, high compressibility, and susceptibility to settlement. This study implements a section of a canal embankment in the field using Deep Soil Mixing (DSM) with a cement content of 165 kg/m³ and aims to evaluate its effectiveness in stabilizing soft clay while providing practical design tools for similar deltaic environments. Long-term field monitoring and laboratory testing, including UCS and permeability measurements, were conducted to support the analysis. A Finite Element Model (FEM) was developed in PLAXIS 2D v21 and calibrated against field data, …

How Far Do A Smile And A Hand Held Tight Reach? Children’S Play As A Transdisciplinary Predictor Of The Trajectory Of Physicochemical Processes On Atomic, Molecular And Cellular Scales, Evangelina Wu Uskoković, Theo Wu Uskoković, Vuk Uskoković

Administration and Staff Articles and Research

The search for an intrinsically beautiful scientific project took two children and their parent to over 600 visits of 181 playgrounds scattered throughout northern, central and southern California over the period of more than three years. Their goal was to test the hypothesis that children’s happiness and fondness for communication at playgrounds could be used, through complexity and entropy as intermediary quantities, as predictors of the evolution of physical, chemical and biological phenomena on microscopic scales ranging from the atomic to the cellular. Specifically, a link was sought between the children’s responses at play and the reaction paths of physicochemical …

Re: Comment Letter For Butte Priority Soils Operable Unit (Bpsou) 2025 Surface Water Compliance Evaluation Technical Memorandum (Dated June 29, 2026), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Daily Eastern News: September 23, 2026, Eastern Illinois University

Daily Eastern News: 2026-2027

No abstract provided.

Scenes From An Italian Restaurant: The Difficulties, Concerns, And Effects Of Protecting Cultural Elements In Restaurant Trade Dress, Lauren Lepre

St. Mary's Law Journal

No abstract provided.

Safety And Resilience In Disaster Debris Removal And Clean-Up Operations: A Field And Training Guide For Resilience Workers In Disaster Debris Removal And Cleanup, Mohsen Shahandashti, Ph.D, P.E., Abhijit Roy, Ph.D, Zhe Yin, Ph.D, P.E., Pmp, Leed Ap, Antonio Balderrama, Ph.D, P.E., Sandesh Adhikari, Santosh Acharya

Mavs Open Press Open Educational Resources

A practical safety guide for the people who clear debris after disasters, and for the trainers who prepare them. Built for crews of every experience level--from seasoned operators to first-time volunteers--it teaches how to read a damaged site, recognize hidden and shifting hazards, work safely around heavy equipment and hazardous materials, and make sound decisions under pressure. Every chapter pairs clear guidance with a one-page field job aid, facilitator notes for trainers, and a real-world scenario, all grounded in OSHA, FEMA, EPA, and NIOSH guidance.

Safety and Resilience in Disaster Debris Removal and Clean-Up Operations Copyright © 2026 by Mohsen …

Knowledge-Enhanced Feature Store For Operational Ml And Llm Workflows, Saurabh Suman

Master's Theses

Modern machine learning (ML) organizations rely on feature stores to manage training and production data, yet as catalogs grow to thousands of features, semantic management becomes the bottleneck: discovery, governance, and metric selection remain largely manual. This thesis proposes and evaluates a knowledge-enhanced feature store that augments a dual-plane store with a hybrid knowledge layer—relational provenance, a lineage graph, semantic vector retrieval, and an online cache—and an LLM-driven multi-agent layer for profiling, matching, grounded metric recommendation, and pipeline generation. A working prototype was evaluated across three task families—semantic profiling, feature-matching retrieval, and discovery—using classification, ranking, and operational metrics computed by …

Relationship Between High-Risk Cytogenetic Abnormalities And Tent5 Mutations And Disease Outcomes Of Multiple Myeloma Patients, Erica Lea Richardson

Walden Dissertations and Doctoral Studies

Multiple myeloma (MM) patients have the lowest 5-year cancer survival rates due, in part, to the time it takes for symptoms to develop and the presence of one to four high-risk cytogenetic abnormalities (HRCA). The Terminal Nucleotidyltransferases 5 (TENT5) subfamily, which regulates myeloma cell migration and tumorigenesis, may also increase the risk for developing MM and impact survival rates. The purpose of this study was to investigate the association between the number of HRCA and TENT5 mutation hits with disease outcomes in MM patients while controlling for the stage of the disease (i.e., I, II, or III) at diagnosis. The …

Spectrum, Volume 57, Issue 2, Sacred Heart University

Newspapers (Obelisk & Spectrum)

Highlights include:  Building the Future -- Pouring on Park Ave! --  The RD Is In -- College is More Than Classes -- Family Weekend Schedule -- Rowing Revamp from Bow to Stern

Enviromental Burden And Financial Performance Of Manufacturing Companies On Borsa Istanbul: An Exploratory Circular-Economy-Aligned Assessment Using The Aroman Method, Sibel Fettahoglu, Ejder Ayçin, Büşra Karslı Günay

Journal of Environmental Science and Sustainable Development

Türkiye's 2053 net-zero emissions target and the critical role of the manufacturing sector in this process necessitate an urgent examination of the financial impacts of circular economy (CE) practices. This study provides an exploratory analysis of the relationship between environmental burden and financial performance using 2023 data from 26 manufacturing companies in Borsa Istanbul. Given the difficulty of measuring holistic circularity at the company level, this study operationalizes the environmental dimension of circular economy performance using selected environmental burden indicators, including energy and water consumption, greenhouse gas emissions, and waste generation. The study uses the alternative ranking order method accounting …

A Viable Energy-Saving Solution For Sustainable Development: High-Efficiency Electric Motors Lspmsm, Le Anh Tuan, Do Nhu Y, Nguyen Thi Lan

Journal of Environmental Science and Sustainable Development

In the context of sustainable development, energy-efficient conversion technologies play an important role in reducing energy consumption and minimizing environmental impact. High-efficiency line-start permanent-magnet synchronous motors (LSPMSM) have emerged as a promising alternative to conventional motors. This study investigates the potential of LSPMSM as a viable solution for sustainable industrial development. An integrated approach combining motor design optimization, performance analysis, and environmental impact assessment is applied to evaluate the benefits of replacing conventional low-efficiency IE1 squirrel-cage induction motors (SCIM) with the proposed solution. A proposed step-skewed permanent magnet (PM) configuration of LSPMSM 2.2 kW, 4 poles is introduced. The proposed …

Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto

Journal of Environmental Science and Sustainable Development

The legal significance of strict liability in mining arises from the sector’s capacity to generate technically complex, diffuse, and long-latency environmental harm that is difficult to address through fault-based litigation alone. This study aims to evaluate how the post-Omnibus Law reformulation of Article 88 of Law No. 32 of 2009 has affected the doctrinal autonomy, judicial consistency, and practical enforcement of strict liability in Indonesian environmental law. The research used normative doctrinal legal research including statutory, case-law, conceptual, comparative, and evaluative analyses. The data cover the 2009–2025 period and consist of two core statutory formulations of Article 88, the Job …

“Whenever You Are Using Media, You Should Always Have A Purpose”: A Study Of Chinese Immigrant Mothers’ Media Practices, Xiaoning Gui, Daniel G. Krutka

Journal of Media Literacy Education Pre-Prints

This qualitative study explores how eleven Mandarin-speaking Chinese immigrant mothers of young children in a southwestern U.S. city navigate and mediate media in their households. Data were collected through semi-structured interviews. Findings show mothers balance media’s educational affordances with concerns about health and age-appropriate content, employing gatekeeping, time limits, and purposeful sharing. Mothers described children as learners, co-learners, and cultural connectors, sometimes reversing mediation by teaching mothers about U.S. media norms. Interpreted through a lens of Culturally Sustaining Pedagogy while also drawing on Confucian concepts, results underscore the need for early childhood educators to honor immigrant families’ practices while fostering …

20120918: Academic Affairs, 1984-2012, Academic Affairs

Guides to University Archives

These items include materials from the office of Academic Affairs at Marshall University from 1984-2012. Items were received in 2012 and include notable materials from Faces of Appalachia (CSEGA) Challenge Grant; Course Evaluations; Drinko and Morrow Libraries; Adjunct Faculty; New Faculty Orientation; Dept of Social Work; Academic Common Market Requests; Study Abroad; Assessment Plans; Women's Studies; and Core Curriculum Task Force. Please download the finding aid for a full list of contents.

Industry Implications Of A Scaffolded Hospitality Co-Op, Juan Mendez, Joel Reynolds

ICHRIE Research Reports

The hospitality industry faces a persistent skills gap as graduates enter the workforce with limited preparation in the adaptive, operational, and AI-enabled competencies modern employers require (Jackson, 2013; Sigala, 2018). Cooperative education offers a structured response, yet many programs default to a single internship that leaves the integration of theory and practice to chance. This report presents an undergraduate scaffolded cooperative education framework developed at a U.S. hospitality business school that sequences two foundation courses, six concurrent work-integrated courses, and a capstone digital portfolio across a two-year arc. The framework is grounded in experiential learning and scaffolding theory (Kolb, 1984; …

Examining The Effect Of Having A Disability On The College Experience, Grace Dudley

James Madison Undergraduate Research Journal (JMURJ)

Among people 25 or older in the United States in 2022, just 21% of individuals with a disability had earned a bachelor’s degree or higher, while 38% of individuals without a disability had earned a bachelor’s degree or higher. Previous research has identified a variety of barriers that students with disabilities may face as they pursue postsecondary education. The purpose of this study was to examine barriers students with disabilities (SWDs) face once they arrive at college in order to investigate how higher education may be made more accessible. Barriers were assessed by surveying SWDs attending James Madison University, a …

Temporal Variation In Picophytoplankton Pigment Phenotypes Of Two Urban Rivers, Kylee M. Lamberson, Camille E. Wendlandt, Kristin E. Forgrave, Anne W. Thompson

International Journal of Undergraduate Research and Creative Activities

Picophytoplankton are a group of photosynthetic, unicellular organisms, making them key primary producers in aquatic ecosystems. These cells numerically dominate in oceans and lakes where picophytoplankton communities contain phenotypic subpopulations that correspond to biogeographic patterns. In rivers, however, such community dynamics are less studied. We examined the phenotypic subpopulations of picophytoplankton in two converging urban river environments of Portland, Oregon (USA): the Columbia and the Willamette Rivers. From September 2022 through July 2023, we took roughly bi-weekly surface water samples and used multi-laser flow cytometry to distinguish between photosynthetic cells based on their size and pigment fluorescence. We discovered seven …

The Future Of Ai In The Classroom, Mahdi Almosawi

Undercurrents: A Journal of Undergraduate Student Composition

Mahdi Almosawi is a computer science major from Hingham, MA. Mahdi says that “as a person with ADHD, education was a challenge for me at times, and I often used AI to create a learning process for me that worked. I believe that it can help others do the same.” Madhi believes that there is strong resistance to using AI in school because of the limited exposure we have had to it so far, and he “hopes that this essay takes away some of the stigma” associated with it. Mahdi loves to learn new things and hopes to inspire others …

Integrated Fire Protection Design In Pharmaceutical Manufacturing Facilities: An Applied Case Study, Eman Osman Mahmoud Osman, Fouad Abdel-Mawgoud Abdel-Halim Qasim, Alaa El-Din El-Sayed Farid Hassan

HBRC Journal

The architectural design of pharmaceutical manufacturing facilities presents a complex engineering challenge, requiring simultaneous compliance with Good Manufacturing Practice (GMP) containment standards and life safety egress codes. This research presents an applied methodology for integrated fire protection design in sterile pharmaceutical environments, demonstrated through a case study of a manufacturing complex comprising cleanroom production zones and high-bay storage warehouses with heights reaching 14.8 m. The study reconciles facility classification under the Egyptian Fire Code and NFPA standards by defining Occupancy Hazard Groups W-1 and W-2 (high- and moderate-hazard storage), while utilizing regulatory Code Tables C-1 and C-2 to calculate occupant …

Dynamic Browser-Native Content Simplification And Contextual Injection Based On Historical Interaction And Localized Expertise Modeling, Abhay Prakash

Defensive Publications Series

Browser-native content adaptation modifies web-page content represented in a Document Object Model (DOM) based on contextual information indicating a user’s familiarity with the subject matter of the content.  A user expertise profile is generated from historical interaction data including browser history, searches, pages read, semantic exposure, frequency of encounters, dwell time, and viewport activity.  Before or during rendering of a target page, terms, acronyms, sentences, images, and other content are evaluated against the profile and/or page context.  Content determined to be unfamiliar to the user is adaptively modified by, for example, expanding acronyms, adding contextual explanations, simplifying language, or injecting …

A Cognitive Accessibility Framework For Mitigating Resumption Lag Using Transitional Context Lobbies, Rachit Mathur, Payal Shah

Defensive Publications Series

This disclosure presents a cognitive accessibility framework designed to mitigate "resumption lag" and severe cognitive friction during task resumption in modern software ecosystems. While existing operating systems and web browsers facilitate context-switching away from tasks, they universally lack a mechanism to re-onboard users when they switch back, forcing users to manually reconstruct their working memory. To address this accessibility barrier, we introduce Transitional Context Lobbies—an additional strategic UI layer that re-orients users returning to suspended workspaces. The primary inventive step is a client-side engine utilizing Teleological Intent Parsing to translate a user's past behaviors, interactions, and browsing data into a …

3h) Module Readings, 7, Barry Stiefel

Barry Stiefel, Civic Heritage and the Power of Place

No abstract provided.

Re: Comment Letter For Butte Priority Soils Operable Unit (Bpsou) Draft 2025 Site-Wide Surface Water Monitoring Data Summary Report (Dated May 29, 2026), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.