Digital Commons Network^™

A Socio-Technical Analysis Of Market Reactions On Meme Coins: Trump’S Presidential Effect, Ping Fan Ke, Yi Meng Lau

Research Collection School Of Computing and Information Systems

Meme coins are a unique type of cryptocurrency whose value is shaped by internet culture and viral trends. This study introduces a socio-technical research model to examine key factors influencing meme coin dynamics and applies it to analyze market reactions to Donald Trump’s 2024 U.S. presidential election victory and inauguration, focusing on the $TRUMP meme coin and other politics-related meme coins, known as PolitiFi. Using a mixed-methods approach, we analyze publicly available news, social media activity, and marketplace data to investigate the interaction between social engagement and technical infrastructure. Econometric analysis shows that Trump-related events triggered short-term price surges, increased …

Registration Is A Powerful Rotation-Invariance Learner For 3d Anomaly Detection, Yuyang Yu, Zhengwei Chen, Xuemiao Xu, Lei Zhang, Haoxin Yang, Yongwei Nie, Shengfeng He

Research Collection School Of Computing and Information Systems

3D anomaly detection in point-cloud data is critical for industrial quality control, aiming to identify structural defects with high reliability. However, current memory bank-based methods often suffer from inconsistent feature transformations and limited discriminative capacity, particularly in capturing local geometric details and achieving rotation invariance. These limitations become more pronounced when registration fails, leading to unreliable detection results. We argue that point-cloud registration plays an essential role not only in aligning geometric structures but also in guiding feature extraction toward rotation-invariant and locally discriminative representations. To this end, we propose a registration-induced, rotation-invariant feature extraction framework that integrates the objectives …

Safe-Sora: Safe Text-To-Video Generation Via Graphical Watermarking, Zihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Jun-Hao Zhuang, Chun Yuan, Ming Li, Shengfeng He, Fei Yu

Research Collection School Of Computing and Information Systems

The explosive growth of generative video models has amplified the demand for reliable copyright preservation of AI-generated content. Despite its popularity in image synthesis, invisible generative watermarking remains largely underexplored in video generation. To address this gap, we propose Safe-Sora, the first framework to embed graphical watermarks directly into the video generation process. Motivated by the observation that watermarking performance is closely tied to the visual similarity between the watermark and cover content, we introduce a hierarchical coarse-to-fine adaptive matching mechanism. Specifically, the watermark image is divided into patches, each assigned to the most visually similar video frame, and further …

Cssa-Fusion: Channel Selective And Spatial Alignment Infrared-Visible Image Fusion, Zhen Li, Zhi Zeng, Zhongrui Xiao, Ming Wen, Zhiyuan Zhang, Yibin Tian

Research Collection School Of Computing and Information Systems

Infrared-visible image fusion aims to integrate complementary information from two modalities to generate images with enriched semantic content. However, existing methods often neglect two critical aspects: the design of a local–global feature enhancement architecture and spatial alignment. To address these challenges, we propose Channel Selective and Spatial Alignment Fusion (CSSA-Fusion), a novel framework composed of two synergistic modules. The first is a selective channel and redundancy suppression module, which introduces a dual-branch selective channel attention mechanism to jointly capture local saliency and global channel importance for enhanced feature representation, and an informativeness–redundancy separation strategy to suppress redundant information while preserving …

The Rise Of Parameter Specialization For Knowledge Storage In Large Language Models, Yihuai Hong, Yiran Zhao, Wei Tang, Yang Deng, Yu Rong, Wenxuan Zhang

Research Collection School Of Computing and Information Systems

Over time, a growing wave of large language models from various series has been introduced to the community. Researchers are striving to maximize the performance of language models with constrained parameter sizes. However, from a microscopic perspective, there has been limited research on how to better store knowledge in model parameters, particularly within MLPs, to enable more effective utilization of this knowledge by the model. In this work, we analyze twenty publicly available open-source large language models to investigate the relationship between their strong performance and the way knowledge is stored in their corresponding MLP parameters. Our findings reveal that …

A Partition Cover Approach To Tokenization, Jia Peng Lim, Shawn Tan, Davin Choo, Hady Wirawan Lauw

Research Collection School Of Computing and Information Systems

Tokenization is the process of encoding strings into tokens of a fixed vocabulary size, and is widely utilized in Natural Language Processing applications. The leading tokenization algorithm today is Byte Pair Encoding (BPE), which formulates the tokenization problem as a compression problem and tackles it by performing sequences of merges. In this work, we formulate tokenization as an optimization objective, show that it is NP-hard via a simple reduction from vertex cover, and propose a polynomial-time greedy algorithm GreedTok. Our formulation naturally relaxes to the well-studied weighted maximum coverage problem which has a simple -approximation algorithm GreedWMC. Through empirical evaluations …

Sheetpedia: A 300k-Spreadsheet Corpus For Spreadsheet Intelligence And Llm Fine-Tuning, Zailong Tian, Zhuoheng Han, Houfeng Wang, Lizi Liao

Research Collection School Of Computing and Information Systems

Spreadsheets are widely used for data analysis and reporting, yet their complex structure and formula logic pose significant challenges for AI systems. We introduce Sheetpedia, a large-scale corpus of over 290,000 diverse spreadsheets (from 324,000+ workbooks) compiled from enterprise email archives and online forums. We detail a rigorous collection and preprocessing pipeline (integrating the Enron email spreadsheet archive and the Fuse web corpus, plus a new crawl of Excel forums) to standardize formats, filter languages, and remove duplicates. Sheetpedia provides extensive coverage of real formulas and annotations – addressing a gap left by prior table datasets (e.g. web tables used …

Faculty Senate Xxx 2025-2026 - December 1, 2025 Agenda, Faculty Senate

Faculty Senate Agendas & Minutes

No abstract provided.

Fall 2025 Faculty Senate Newsletter, Faculty Senate

Faculty Senate Newsletter

No abstract provided.

2025 December 1 - Faculty Senate Agenda And Minutes, Faculty Senate, East Tennessee State University

Faculty Senate Agendas and Minutes

No abstract provided.

A Comparative Analysis Of The Lack Of Contractual Protections In Female Dominated Opportunities: Collegiate Competitive Dancers And Cheerleaders Compared To Ncaa Student-Athletes And National Pageant Organization Titleholders Compared To Employees/Independent Contractors, Abigail Church

Michigan Journal of Gender & Law

The lack of contractual protections and regulations throughout female-dominated opportunities is abundantly clear in the collegiate competitive dance & cheer and the national pageant organization titleholders. Collegiate competitive dancers and cheerleaders have no standardized contractual requirements regarding their commitment to an academic institution or their engagement in NIL opportunities. Their NCAA recognized student-athlete counterparts, on the other hand, have extensive regulations and protections in place for both categories of contracts. In the pageant industry, pageant titleholders have no protection against the all-too-common procedural and substantive unconscionability of their service agreements, which can be found in confidentiality and arbitration clauses. In …

Gender And Consensus On The Courts, Kaleigh A. Ruiz

Michigan Journal of Gender & Law

During group deliberation, women tend to be the harbingers of compromise, vying for consensus on even the most contentious topics. However, women cannot succeed in this endeavor if gender bias prevents their voices from being heard. In federal courts, collaboration is essential to reaching the simple majority needed to resolve a case. While the courts already function under norms of collegiality during deliberations, the practice of writing a separate opinion to acknowledge disagreement with a majority opinion remains relatively common. In this Article, I test two competing theories as to the effects of women judges on consensus. On one hand, …

Health Care Civil Rights: Addressing The American Maternal Mortality Disparity Through Health, Law, And Policy, Victoria Pedri

Michigan Journal of Gender & Law

The United States is facing a pressing issue in maternal health, standing out as uniquely dangerous among similarly situated nations, with significant disparities in maternal mortality rates, particularly affecting Black American pregnant people. This paper, “Health Care Civil Rights: Addressing the American Maternal Mortality Disparity Through Health, Law, and Policy,” argues that by addressing the root cause of the Black Maternal Mortality Disparity (BMMD)—structural racism—and implementing rigorous, enforced standards of care, the United States can ensure safer childbirth experiences for Black pregnant people. Utilizing intersectional and anti-racist frameworks, the analysis identifies inferior medical care, particularly in diagnosing and treating preventable …

Optimal Anthropometric Discharge Criteria From Treatment Of Wasting: Meta-Analysis Of Individual Patient Data From 34 Studies, Lilia Bliznashka, Sandhya Chaudhary, Susan Rattigan, Sheila Isanaka, Ruth Adah, Tahmeed Ahmed, Nur Alam, Rodrigue Alitanou, Paluku Bahwere, Helen Nabwera

Paediatrics and Child Health, East Africa

Background: Community-based treatment of acute malnutrition saves lives, but recovered children remain at risk of relapse post-discharge. Strategies to reduce this risk may include modification of anthropometric discharge criteria.

Objectives: This study aims to compare the diagnostic accuracy of anthropometric indices to reduce post-discharge relapse risk.

Methods: We searched PubMed from inception to June 2022. We included studies that enrolled children aged 0–59 mo successfully treated for severe or moderate acute malnutrition (SAM or MAM), assessed anthropometry at discharge, and had ≥1 follow-up assessment ≤6 mo post-discharge. Pooled sensitivity and specificity for anthropometric indices at discharge over multiple cutoffs were …

Program Development And Evaluation & Clinical Skills Of A Comprehensive Screening Tool For The Pediatric Population, Keegan S. Lepkowski

Occupational Therapy Doctoral Capstones

This capstone project focused on occupational therapy screening tools for the pediatric population within the areas of specialization of program development and evaluation and clinical skills. The literature revealed that there is a lack of recognition of the intent, knowledge, and access to screening and how it fits within the overall evaluation process. To address this gap, this capstone project aimed to create a positively perceived comprehensive screening tool for occupational therapy clinicians to utilize for the early identification of developmental delays within preschool-aged children. This capstone project also aimed to organize a screening program in coordination with local schools/daycare …

Leadership Development Programs For Elected Officials: Measuring The Impact Of Extension On County Leadership Capacity, Nathan Palardy, Matthew Sowcik

Journal of Human Sciences and Extension

Although Extension-led leadership development programs for elected officials are widespread, few evaluations assess their effectiveness. This study uses 2 years of survey data to quantitatively and qualitatively evaluate several programs for Florida county commissioners, focusing on reaction, knowledge transfer, and behavior change. Results indicate high satisfaction with the program content and quality and substantial improvement in leadership competencies. Commissioners reported frequent application of the skills taught and cited networking opportunities as a key benefit. Findings suggest that Extension-led programs can strengthen local governments by enhancing the leadership capabilities of elected officials and offering insights to guide the design of similar …

The Power Of Core Memories In Financial Education For Gen Alpha Children, Karen Richel

Journal of Human Sciences and Extension

Financial education plays a critical role in shaping lifelong financial behaviors and decision-making skills. To create a lasting impact, it is essential to establish core memories associated with money management from an early age. This article explores the significance of these foundational experiences and their role in financial education for Gen Alpha children.

A series of eight immersive financial education events was developed to meet state and national standards for students in pre-kindergarten through sixth grade. These events employ play-based and object-based learning approaches, immersing students in engaging, age-appropriate activities that incorporate real-world scenarios. By creating a fun and memorable …

Enhancing Youth Learning Outcomes Of Travel Programs Through Storytelling, Gary Ellis, Parisa Paymard, Dottie Goebel, Darlene Locke, William F. Zanolini, Emily Catalan, Kelley Ranly

Journal of Human Sciences and Extension

We conducted two studies to evaluate strategies that Extension educators may use to enrich youth travel program experiences. Study 1 evaluated the effects of telling stories about attractions before site visits on youth experiences and learning outcomes on site. Seventeen youth in a 4-H program designed to promote cultural understanding visited eight attractions in Costa Rica. The evening before visiting three sites, youth were told a fictional or cross-fictional story about the sites. The stories elicited imaginary travel to the site (narrative transportation). After visiting the sites, the youth reported the extent to which they felt like they were in …

Food Access And Food Insecurity Among Early Childhood Educators And Staff Prior To And During The Covid-19 Pandemic: A Mixed Methods Pilot Study, Rahel Mathews, Leah Pylate, Will Davis, Elizabeth Thorne, Jamila Taylor, Shecoya White, Bennett Pope, Emma Bryant

Journal of Human Sciences and Extension

Emerging research indicates that 40% of early childhood education (ECE) workers experience food insecurity. The purpose of this study was to describe the food insecurity and food access of Head Start teachers and staff in Mississippi before the COVID-19 pandemic and to understand how COVID-19 affected food access. A mixed-methods design was employed using cross-sectional surveys, at two different time points, and three focus groups. Three Head Start centers from the Mississippi Coast participated. Approximately 52% of teacher and staff respondents experienced food insecurity before COVID-19; during the pandemic, their level of food insecurity worsened from low to very low …

Evaluating The Effectiveness Of Relationship Education For Latino Adolescents, Joshua J. Turner, Esra Şahin, Kay Bradford, Brian J. Higginbotham

Journal of Human Sciences and Extension

Adolescent romantic relationships are often characterized as exploratory and fleeting; however, they have lasting impacts on individual well-being and relationship quality during and beyond adolescence, shaping future relationship expectations and quality (Collins, 2003; Madsen & Collins, 2011). Adolescent relationship education is an important programmatic feature under the broader umbrella of family life education (Simpson et al., 2018). Previous evaluative studies document positive outcomes in educating adolescents on how to build and recognize healthy relationships (Bradford et al., 2023; Kerpelman et al., 2010); however, research remains limited in addressing potential benefits for adolescents from historically underrepresented groups. This study addresses this …

Referral Strategies For Recruitment And Engagement Of Community Adults Into Online Extension Health Programs, Cheryl L. Eschbach, Dawn A. Contreras, Holly B. Tiret

Journal of Human Sciences and Extension

This article shares details behind building organizational capacity to establish program referrals for statewide recruitment of community adults into Cooperative Extension’s online health programs. This study explores the role of intentional recruitment strategies (active and passive) to increase participant program enrollment into health education and shares examples from one state that has created a trained workforce that offers ongoing research- and evidence-based programs. After many years of trying paper, phone, and electronic medical record methods to increase program reach, Michigan State University Extension tried an electronic referral process via a QR code and web link, accompanied by program marketing, to …

Teaching Leadership In The Context Of Crisis: Connecting Organizational Leadership And Crisis Competencies In A Faculty Leadership Education Program, Caitlin Lunzmann, Nicole Lamee Perez Stedman, Matthew Sowcik

Journal of Human Sciences and Extension

This research focused on enhancing leadership instruction in colleges of agriculture. A multi-institutional research team initiated a program to teach agricultural and natural resource faculty how to create leadership-oriented case studies for undergraduates. Forty faculty members participated in an online training academy centered on Bolman and Deal’s Organizational Frames and case study writing. Following the academy, these faculty members participated in field experiences in the southeastern U.S. to gather data on natural disasters, which they used to write case studies about leadership in agriculture. Though the program focused on organizational leadership, it also discussed leadership in the context of natural …

Exploring The Educational Needs Of Family Caregivers For Patients With Dementia, Karen L. Franck, Janet Fox, Ann A. Berry, Kristen Johnson, Jessica Taylor, Matt Devereaux

Journal of Human Sciences and Extension

Family members who care for patients diagnosed with Alzheimer’s and dementia often face significant stressors and challenges that impact their quality of life. As part of a project to develop Extension educational materials and resources specifically for family caregivers, we conducted an online needs assessment survey with 196 adults in the U.S. Participants identified doctors, the internet, and caregiver support groups as top sources of information about dementia. They were interested in strategies to help them manage stress, address patient behavioral issues, and access locally available resources. Furthermore, they were interested in attending educational programs with other caregivers. These findings …

Infographic | Seal!Nd Reach And Impact In 2024-2025, Rashid Ahmad, Shawnda Schroeder

Indigenous Health Faculty Publications

Over the past decade, the North Dakota Health & Human Services Oral Health Program (OHP) has completed more than 23,000 student visits through SEAL!ND, a statewide school-based sealant program that brings preventive dental care directly into schools. In 2024–25, SEAL!ND reached 69 schools across North Dakota, providing dental screenings, sealants, fluoride varnish applications, oral health education, and referrals to students who might otherwise lack access to care.

The Wisdom-Ing Of Academia: A Servant-Leadership Perspective, Kathleen Patterson, Jeffrey Brauch, Don Finn, David Wallace, Jeffrey Anderson, Dorothy Hargett

International Journal of Servant-Leadership

This article looks at the wisdom-ing of academia as more faculty members choose to delay retirement, continue working in varied ways, and are vibrant to the academy. Robert K. Greenleaf (1998), who is best noted as the Father of Servant Leadership, called aging the ultimate test of spirit. The authors represent Regent University’s Faculty Senate and look at this wisdom-ing, or graying, of faculty members through a Servant Leadership lens, a Biblical perspective, and then cognitive considerations, to provide insight into higher-education at large. We, the Regent University Faculty Senate, then share insights we learned from anecdotal casual conversations with …

Reviving Civil Discourse: A Leadership Imperative In The Age Of Polarization, Katie Herritage

International Journal of Servant-Leadership

This paper examines the current erosion of civil discourse as a pressing leadership challenge in an era defined by polarization and distrust. Civil discourse, the respectful and constructive exchange of ideas, underpins democratic societies yet is increasingly undermined by hostile rhetoric and deepening societal divides. Drawing on servant-leadership and relational leadership theory, this study explores how leaders can counteract this decline by fostering trust, empathy, and open dialogue. The discussion is grounded in the philosophical contributions of bell hooks, Friedrich Nietzsche, Viktor Frankl, Mahatma Gandhi, and Martin Luther King, Jr., whose ideas illuminate pathways for revitalizing civil discourse through compassion, …

On Robert K. Greenleaf's Archival Writings And Selected Published Works, Larry C. Spears

International Journal of Servant-Leadership

IJSL Associate Editor Jenny Song’s essay that follows, along with Robert K. Greenleaf’s four rare writings that are included here, provides an opportunity for me to share some thoughts on the Robert K. Greenleaf Archives, and on two of the five books of Greenleaf’s writings that I helped to curate and bring to the public some thirty years ago.

Dei And The Servant-Leader, Carmen Dela Cruz

International Journal of Servant-Leadership

After the June 2023 Supreme Court decision eliminating race as a consideration in college admissions, Diversity, Equity, and Inclusion (DEI) initiatives in higher education became a target. As a result of the Supreme Court’s decision, some states began closing or renaming their DEI offices even before President Trump’s reelection. Since President Trump began his second term, his administration has made dismantling DEI initiatives a top priority. So, now is a crucial time to continue the work of civil rights and social justice in the United States. It is essential that we have leaders that are willing to carry out DEI …

Wofford Today Winter 2025, Wofford College. Office Of Marketing And Communications

Wofford Today

No abstract provided.

Volume 109, Number 2 (2025)

Judicature

No abstract provided.