Digital Commons Network^™

Emotion Analysis And Neural Language Models For Classification, Andrew Mackey

Graduate Theses and Dissertations

Emotion analysis is a branch of artificial intelligence and natural language processing focused on recognizing emotions hidden throughout various forms of digital data, including text, images, and multi-modal representations. In this dissertation, we present four published and planned works that investigate different methodologies for natural language analysis tasks using deep learning techniques. The first published work we present considers the task of identifying fake news using various text and emotion representations. We demonstrate that emotion representations combined with word embedding techniques can improve the accuracy of fake news classification. Our second published work further investigates the fake news classification task …

Hyperspectral Indicators And Characterization Of Glyphosate-Induced Stress In Common Lambsquarters (Chenopodium Album L.), Mario Andrés Soto Valencia

Graduate Theses and Dissertations

Hyperspectral sensing enables detection of herbicide stress in weeds, but practical use requires strategies for redundancy control, rating variability management, and evaluator bias mitigation. This thesis evaluates common lambsquarters (Chenopodium album) under glyphosate exposure, aiming to identify key wavelengths, construct vegetation indices, and improve injury modeling. Greenhouse experiments used dimensionality reduction methods (principal component analysis, Relief F, Bayesian discriminant analysis) to isolate 34 unique wavelengths from about 3,200 bands. Calibration data were collected 14 days after treatment (DAT) to support wavelength selection and model development, while data from 27 DAT were used for independent validation. Class comparisons across six statistically …

National Hero And Water Deity: The Worship Of Triệu Việt Vương In The Red River Delta, Vietnam, Huong Thi Nguyen

Graduate Theses and Dissertations

In my dissertation, the theory of collective memory will be deployed to address many questions regarding retaining, recovering, and re-creating the worship of King Triệu Việt Vương. He was a legendary, historical king of Vietnam who supposedly lived in the 6th century. His achievements were connected to the people living in the Red River Delta in their fight against the Liang invasion. The villagers who lived near or in this area also honored him for his spiritual power. They built a small temple/ shrine right by the riverbank to worship this King. The Vietnamese dynasties, Ly (in the 11th century), …

Decorin Deficiency Promotes D-Galactose-Induced Skeletal Muscle Atrophy And Fibrosis By Regulating Itgb1/Akt/Mtor Signalling Pathway, Xiaoqin Luo, Mengxue Zhang, Lili Chen, Ruichang Wang, Jiabing Lian, Zhe Yang, Renato V. Iozzo, Jin Wang, Yan Zhang, Xiuli Bi

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Primary sarcopenia is an age-associated disorder with progressive and generalised loss of skeletal muscle strength and mass. Skeletal muscle fibrosis is one of the significant pathological manifestations of age-associated sarcopenia. Decorin, a small dermatan-sulfate proteoglycan, participates in extracellular matrix assembly. In numerous studies, the involvement of decorin is not restricted to matrix structural proteins, and it also affects a diverse variety of biological functions like cell growth, adhesion, migration, proliferation and differentiation. Additionally, it modulates the process of inflammation and fibrillogenesis. Based on these preclinical evidences, we hypothesised that decorin may potentially play an important role in skeletal muscles …

The Hunga Volcanic Eruption Atmospheric Impacts Report, Simon Carn

Michigan Tech Publications

No abstract provided.

"Forgive Our Living And Our Dead": Colonial Warfare In The Philippines, Mattie Fitzpatrick

History

In March of 1906, American troops massacred over 1,000 Filipino civilians on Bud Dajo mountain. American service members were commended for this incident. My research examines this massacre to ask why wars of insurgency are specifically subject to abuses of power, particularly during the American-Philippines War and the ensuing colonial warfare between 1898 and 1906 under the colonization of the US. My research will focus on the circumstances created to excuse US soldiers after atrocities were committed and the colonial attitudes of the time in addition to the brutal methods used by the American government in Philippines. American colonial administrators …

Analysis Of The Role Of Agricultural Investment Policies And Agricultural Lending In Developing Commodity Production Of Rice Crops, Istibraq Mansour Falih, Omar Hameed Majeed

Journal of Economics and Administrative Sciences

This study investigates the impact of agricultural investment policy—represented by agricultural loans and investment allocations—on rice crop production in Iraq over the period 2003–2023, employing the Autoregressive Distributed Lag (ARDL) model. Using time-series econometric analysis, the study confirms a short-term positive and statistically significant effect of financial support on rice output, while revealing statistically insignificant long-term effects. The presence of a cointegration relationship suggests long-term equilibrium between agricultural policy variables and rice production. However, the absence of causality in the Yamamoto-Toda test implies that structural and institutional inefficiencies may dilute the long-term impact of financial interventions. Practical implications of the …

Modeling And Analyzing Supply Chain Reliability Under Uncertainty: A Simulation-Based Study Using Real-World Data, Mostafa Abduljabbar Dawood

Journal of Economics and Administrative Sciences

This paper has presented a simulation-based framework for analyzing supply chain reliability under uncertainty, supported by a comprehensive literature review, theoretical grounding, and a real-world case study. The main contribution lies in demonstrating how simulation modeling — particularly hybrid approaches — can capture the complex dynamics of modern supply chains and provide decision-makers with practical tools for stress-testing, scenario planning, and reliability enhancement. This study aims to evaluate supply chain reliability under uncertainty by integrating simulation and probabilistic modeling. The purpose is to investigate how disruptions in supply, demand, and logistics affect performance indicators such as service level, recovery time, …

Selected For Death: A Bioarchaeological Study Of The Biocultural Profiles Of Human Sacrifices At El Pollo, Moche Valley, Peru, Rachel Witt

Sociology and Anthropology Faculty Research

Human sacrifice is a form of ritual violence used by empires to generate images of coercion and demonstrate the immutable power of those staging the event. Although lethal wounds provide physical evidence of sacrifice, a lifetime of experiences are inscribed on the sacrificed body. This chapter presents the results of a bioarchaeological analysis of human sacrifices from the site of El Pollo (AD 1300-1550) outside the Chimú capital city Chan Chan in the Moche valley, Huanchaco, on the north coast of Perú. The goal of this paper is to reconstruct the life histories of El Pollo sacrificial victims using biocultural …

Robotic Monitoring System For Complex Aquatic Environments, William Fairman

Electronic Theses and Dissertations 2020 - Present

Persistent monitoring in an aquatic environment is critical in many scientific and industrial applications. In-situ sensors that record water quality metrics, like dissolved oxygen, are essential in many aquaculture applications. Existing monitoring solutions can be cost prohibitive, difficult to maintain, and are typically deployed in fixed locations. This limits the usefulness of such systems in complex aquatic environments like coastal zones or pond aquaculture farms where bodies of water can be isolated from each other. In this dissertation research, an autonomous data collection framework is proposed to provide low-cost water quality monitoring through the combination of a variety of sensors …

Illinois State University, One Hundred And Sixty-Sixth Annual Commencement, December 2025, Illinois State University

Commencement Programs

Illinois State University

One Hundred and Sixty-Sixth Annual Commencement

December 2025

Allogeneic Bone Marrow-Derived Mesenchymal Stem Cells For Parkinson's Disease: A Randomized Trial., Mya C Schiess, Jessika Suescun, Juan D Martinez-Lemus, Charles Green, Tia S Thomas, Mohammad Shahnawaz, Emily Tharp, Nikunj B Satani, Jerome G Saltarrelli, Christopher Adams, Marie-Francoise Doursout, Vanessa Thyne, Rula Abuamouneh, Elsa M Rodarte, Sean I Savitz, Timothy M Ellmore

Faculty, Staff and Student Publications

Background: Neuroinflammation contributes to Parkinson's disease (PD) progression and motor dysfunction. Allogeneic human mesenchymal stem cells (allo-hMSCs) may reduce neuroinflammation and improve motor symptoms.

Objectives: To evaluate the efficacy of repeated intravenous doses of 10 × 106/kg allo-hMSCs in improving motor symptoms in patients with PD (PwP).

Methods: In this phase 2, randomized, placebo-controlled trial (November 2020-July 2023), mild-to-moderate PwP received either three allo-hMSC infusions, one placebo followed by two allo-hMSC infusions, or three placebo infusions at 18-week intervals. Follow-up lasted 88 weeks. The primary outcome was a >70% posterior probability (PP) of a difference in the proportion of participants …

Early Identification For Spasticity Patient Referral Needs: An Inter-Rater Reliability Study Of The Post-Stroke Spasticity Referral Tool, Jorg Wissel, Atul Patel, Ganesh Bavikatte, Xiao Li, Sophie L Musson, Elizabeth Torres, Nabilah Alibhai, Tiziana Musacchio, Gerard E Francisco

Faculty, Staff and Student Publications

Background: The post-stroke spasticity (PSS) Referral Tool was developed to assist health care professionals in the early identification of patient referral needs. An inter-rater reliability (IRR) study using videos of patients with different stages of or without predictors of PSS was performed to validate its utility in clinical practice.

Research design and methods: This prospective study had 3 parts: patient video production (Part A); expert panel classification of patient videos into PSS Referral Tool categories (Part B; Urgent Referral [UR; red], Routine Referral [RR; yellow], Periodic Monitoring [PM; green]), and an IRR analysis from global clinician raters (Part C). IRR …

Real-World Disease Burden And Health Care Resource Utilization For Patients With Barth Syndrome, Lindsay Marjoram, Yonglin Huang, Mary Kay Koenig, Bruce H Cohen, Eric Anderson

Faculty, Staff and Student Publications

Background: Barth syndrome (BTHS) is an ultra-rare, X-linked genetic disorder for which there is limited economic data. Because compiling such data that target rare indications is difficult, we assessed real-world data to increase understanding of the cost of BTHS based on disease burden and health care resource utilization (HCRU).

Methods: A search of the published medical literature identified individual case studies and registry data used to assess the burden of disease and potential costs associated with BTHS, including the potential ability of developing treatments to positively impact those costs. In addition, a claims database analysis was conducted to assess HCRU …

Combining Pirfenidone With Mycophenolate Mofetil For Systemic Sclerosis-Related Interstitial Lung Disease (Scleroderma Lung Study Iii): An Investigator-Initiated, Multicenter, Randomized, Double-Blind, Placebo-Controlled Phase 2 Trial, Dinesh Khanna, Cathie Spino, Donald P Tashkin, Elana J Bernstein, Jonathan Goldin, Eric C Kleerup, Airi Harui, Grace Ibrahim, Grace Hyun J Kim, Suiyuan Huang, Richard Mclain, Yi-Hsuan Tu, Vivek Nagaraja, Richard M Silver, Virginia D Steen, S Samuel Weigt, Joyce S Lee, Aryeh Fischer, Mary Beth Scholand, Jessica K Gordon, Paul F Dellaripa, Ivan O Rosas, Gary M Hunninghake, Marcin A Trojanowski, Robert W Simms, Jane E Dematte, Vivien M Hsu, Robyn T Domsic, Ganesh Raghu, Maureen D Mayes, Ryan D Boente, Michael D Roth

Faculty, Staff and Student Publications

Objective: Mycophenolate mofetil (MMF) can stabilize or improve lung function in systemic sclerosis-related interstitial lung disease (SSc-ILD). We hypothesized that combining MMF with pirfenidone (PFD) would produce a significantly more rapid and/or greater improvement in lung function.

Methods: A randomized (1:1), double-blind, placebo (PLA)-controlled phase 2 trial was conducted in SSc-ILD in which patients received PFD or PLA (801 mg three times daily) along with MMF (1,500 mg twice daily) for 18 months. The primary outcome was change in percent predicted forced vital capacity (FVC-%). Linear mixed-effects models assessed treatment differences in a modified intention-to-treat population.

Results: Only fifty-one of …

Social Media Listening Study To Understand The Journey And Unmet Needs Of Patients Living With Post-Stroke Spasticity, Stefano Carda, Jörg Wissel, Damon Hoad, Gerard E Francisco, Monica Verduzco-Gutierrez, Daniela Gallardo, Matteo Vacchelli, Jorge Jacinto

Faculty, Staff and Student Publications

Purpose: Stroke survivors may develop spasticity (post-stroke spasticity [PSS]) that can challenge activity and participation. Recognising the needs and expectations of people with PSS is crucial for enhancing care. This study is the first to employ social media listening to explore the experiences, unmet needs, and quality of life (QoL) of people with PSS.

Materials and methods: A subset of 417 patient-centric PSS-related posts published on major social media platforms was identified for analysis from 31 600 retrieved.

Results: Posts mainly discussed patient journey (centred around treatment options and management techniques), the impact of PSS on QoL, and patient interactions …

Refractory Hypoxemia In An Asymptomatic 6-Year-Old: It Is Not Always The Heart, Aymen Mirza, Bibek Bista, Vidhya Annavajjhala, Chinyere O'Connor

Faculty, Staff and Student Publications

No abstract provided.

50+Years Of Restaurant Tipping Research Part Ii: An Analysis Of Research Subthemes And Suggestions For Future Research, Nick E. Johnston, Cortney L. Norris, H. G. Parsa

General Human Environmental Sciences Faculty Publications and Presentations

Tipping reflects a complex interplay of cultural norms, economic incentives, and operational challenges, especially within the U.S. foodservice industry. Building on the systematic literature review and themes presented in Part I, this study examines the subthemes identified across 319 peer-reviewed articles published between 1974 and 2024. Findings reveal saturation points, underexplored topics and intersections, as well as debates surrounding regulations and policies of tipping practices and alternative compensation models. This review integrates a fragmented body of research, provides an overview of key findings, highlights critical gaps, and offers a roadmap for future scholarship and practical reforms in service compensation systems.

“Festivity Without Feast”: Autonomy, Prosperity, Mutuality And Inequality In A Mentawai Village, Darmanto Darmanto

Antropologi Indonesia

Among the Mentawai, autonomy, prosperity, and mutuality are core values that foster their egalitarian ethos. In the last few decades, they have reconfigured these values in their quest for equality with outsiders who have consistently looked down upon them. The state encourages and facilitates their pursuit by establishing a centralised village, implementing development projects, and promoting engagement in commodity production. These processes direct productive work results towards household livelihoods, legitimising wealth accumulation and sidelining sharing practices. In seeking equality with outsiders, the realisation of autonomy and productivity increasingly leads to internal inequality, which is the antithesis of their egalitarian quest …

Accepting Film: A Study On Tradition, Values Change And Continuity In Tebuireng Pesantren, Jombang, Nurman Hakim

Antropologi Indonesia

The pesantren tradition contains values that become a guide for life and become a source for the actions of santri and kiai. The values in the pesantren tradition in the form of akhlak (morals), ibadah (worship) and barokah (blessings) become an anchor for kiai and santri in responding to films that are considered products of modernity emerging from the west. In the past the act of watching and making films was rejected and considered contrary to the pesantren tradition, but slowly now films are used by pesantren to preserve the tradition itself. This article explores how values in the …

Population Genomics Of Pacific Herring Spawning Aggregations In The Eastern Bering Sea, Sydney A. Almgren

Fisheries

Pacific herring (Clupea pallasii) is a critical forage fish to the marine environment, economy, and culture of Alaska. However, despite the importance of Pacific herring in Alaska and throughout the North Pacific, knowledge gaps exist for foundational genomic characteristics of the species, including genetic population structure and the basis of genetic sex determination. In this thesis, I addressed these knowledge gaps using low coverage, whole genome sequencing. I assessed population structure and genetic diversity across seven sampling sites and found three genetic populations: Unalaska, the farthest south sampling location, Kotzebue, the farthest north, and a third group unassociated with geographic …

Embodied Overcrowding And Sensory Tensions: A Carceral Autoethnography Of Philippine Jails, Dwayne Antojado

Ateneo School of Government Publications

In this paper, I undertake a sensorially oriented autoethnography of two Philippine jails, illuminating the visceral textures of carceral life that conventional sociological or criminological discourses often overlook. Drawing inspiration from Jewkes and Young's (2021) examination of Kyoto Prison, I foreground the overlapping realms of sight, sound, smell, and touch, arguing that incarceration is inherently a profoundly embodied phenomenon. By weaving personal reflections, field observations, and broader scholarly insights, I reveal how overcrowded dormitories, suffocating heat, and lingering bodily odours converge to redefine detainees' spatial, temporal, and psychosocial realities in ways rarely captured by quantitative metrics. While mindful of Nelken's …

Narratives Of Immigration Communicated By Latin American Immigration Influences Via Tiktok, Stephanie Anne Moore

Communication

The use of social media platforms like TikTok, YouTube, and Facebook has expanded beyond their original roles as spaces for connecting with friends and accessing entertainment to play a more significant role in people's everyday lives, serving as vital sources of information and influencing public opinion. As such, this research investigated the phenomenon of Latin American Immigration Influencers (LAIIs) on TikTok to better understand how they discuss their lives as immigrants in the United States (U.S.). Guided by the research questions (1) What are the narratives communicated by LAIIs on TikTok related to immigration to the U.S., and (2) How …

More Than Medals: Protecting The Olympic Brand, Olivia M. Zykoff

Brooklyn Journal of International Law

The enforcement of intellectual property rights is critical for brand protection. When a country is given the power to host an event as grand as the Olympic Games, it takes on immense responsibility to protect all aspects of the Games ahead. Importantly, as an international event that travels to a new host country every two years, the Olympic brand requires centralized protection, to be overseen by a leading body, the International Olympic Committee (IOC). This Note reviews the foundational protections given to the Olympic brand by the IOC and examines the country-specific treatment and protections granted to Olympic properties at …

The Silent Sound Of Drowning: Human Rights Justifications And Complex Intersectionality, Maria Grahn-Farley

Brooklyn Journal of International Law

This Article presents a new concept, “Human Rights Justifications,” which captures instances in which states invoke human rights to defend and legitimize their own actions. Human Rights Justifications stand in contrast to cases in which human rights are activated by an individual holding the state accountable for its actions. The difference between when a state and when an individual is the activating subject is that with the former, human rights risk serving the state in legitimizing its actions, instead of serving the individual as a protection from the state. This occurs because, when the state activates human rights, it also …

National Values Matter For Ai: Comparative Analysis Of Ai Regulations In The Us, The Eu, And China, Kaori (Furuya) Kawaguchi

Brooklyn Journal of International Law

As artificial intelligence (AI) continues to evolve rapidly, governments worldwide face increasing pressure to regulate it. This Article focuses on regulatory approaches to AI in the United States, the European Union, and China, examining the underlying rationales: why have they taken these approaches? Each jurisdiction’s unique political institutions, historical preferences, and strategic priorities shape its approach to governance. In particular, the values the jurisdiction expects in technology shape its regulation. The US adopts a decentralized, innovation-friendly model rooted in reliance on market and self-regulation in industries with its strong trust in laissez-faire philosophy; the EU asserts global leadership in regulations …

Enhancing Management Of Transportation Projects: Integration Factors For Using Smart Contracts, Mariam Elazhary, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

The US Department of Transportation (USDOT) delivers a wide range of infrastructure projects, backed by a fiscal year 2023 budget exceeding $100 billion. These projects face mounting pressures to meet performance, accountability, and delivery standards, driven by their dependence on public funding and their operational complexity. Transportation infrastructure presents sector-specific challenges - such as time-sensitive user disruptions, multiparty coordination, and asset intersection risks - that demand more robust, automated, and transparent project delivery mechanisms. Blockchain-enabled smart contracts have emerged as a promising solution to address these operational pain points through real-time automation, immutable data records, and decentralized transaction processing. However, …

2025 December, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for December of 2025.

Seasons Of Change, Danielle Wyenberg

Pro Rege

No abstract provided.

Lanthorn, Vol. 60, No. 08, December 1, 2025, Grand Valley State University

Volume 60, August 4, 2025 – April 20, 2026

Lanthorn is Grand Valley State's student newspaper, published from 1968 to the present.