Digital Commons Network^™

The Role Of Social Media In Philippine Disaster Management: A Systematic Literature Review, Maxim Alexandrite V. Inoferio, Rich Angelo P. Santos, Henry Joshua A. Hernandez, Jeyson T. Taeza

DLSU Senior High School Research Congress Conference Proceedings

Despite the Philippines being one of the world’s most disaster-prone countries, research on the role of social media in its disaster risk management remains limited. This study addresses this gap through a systematic review of existing literature on social media use in Philippine disaster risk management. The analysis is framed within the context of the National Disaster Risk Reduction and Management Council (NDRRMC) and its four thematic areas: Prevention and Mitigation, Preparedness, Response, and Rehabilitation and Recovery, which guide disaster risk reduction efforts in the country. Results show that social media is primarily employed in response to typhoons and earthquakes, …

Analysis Of Ghg Emissions From A Local Production Of Coconut-Based Biodiesel And Its Market Delivery: A Case Study In The Philippines, Andre Faytaren Bacod, Dmitri John A. Omahoy, Derrick Francis F. Pua, Jose Antonio Mendoza Vidal, Jeremias A. Gonzaga

DLSU Senior High School Research Congress Conference Proceedings

As the world continues to strive for sustainability, different advancements in sources of energy have been made in hopes of reducing the dependency on non-renewable sources. These include the production of biofuels like biodiesel, which involves the conversion of different biomass. However, while the production of biodiesel has been proven to be more beneficial to the environment, there are other factors regarding its production that contribute to the emission of greenhouse gases (GHG). The transportation and distance between different sectors of the biofuel supply chain indirectly affect the total amount of GHG produced in its life cycle. This research aims …

A Vector Autoregressive (Var) Model For The Hourly Forecasting Of Climatological Data In General Santos City, Jezzu Morrisen C. Quimosing, Feevol S. Into, Ayeesha Kate N. Castro, Criss Allyn C. Hongoy, Bai Ashfahana A. Abdullah, Ma. Sofia Franchesca P. Dizor, Leo James M. Podador, Joshua Caleb G. Pagalan, Ralph Laurence Valdueza

DLSU Senior High School Research Congress Conference Proceedings

With rising concerns over climate change and its impacts, this study develops and evaluates a Vector Autoregressive (VAR) model to forecast climatological data in General Santos City: surface pressure, specific humidity, wind speed, air temperature, precipitation, UVA and UVB irradiance, with data from January 1, 2001 to June 30, 2024. Mean hour calculations confirmed seasonality via the QS test (p < 0.001) for all variables except precipitation; Mann-Kendall tests indicated significant trends for all tested variables, and UV irradiances were the only variables with no significant long‐term trend. The Augmented Dickey-Fuller Test (p < 0.001) established stationarity of variables, and Granger‐causal relationships were identified. Results indicated a bidirectional Granger-causal relationship between variable pairs (p < 0.001). The AIC-based model selection identified VAR(168) as the best-fitting model, effectively capturing cyclic patterns up to one week. The residuals passed the Ljung-Box tests for no residual autocorrelation (p > 0.05), and OLS-CUSUM plots indicated structural stability. Mean root-mean-square error determined out-of-sample forecasting accuracy to be good for most variables, and poor for UVA and UVB irradiance; therefore, while the VAR(168) model does generate accurate forecasts, it still presents challenges. …

“Neither Living Nor Dead”: From Nazgûl To The Sídhe In Tolkien's The Fellowship Of The Ring (1954), Noelia Ramos

Journal of Tolkien Research

This study explores the influence of Celtic supernatural folklore, particularly the banshee tradition, on Tolkien’s depiction of the Nazgûl in The Fellowship of the Ring. Using W.B. Yeats’ Fairy and Folk Tales of the Irish Peasantry (1888) and the Celtic Twilight movement as a comparative framework, it analyses “A Short Cut to Mushrooms” and “A Knife in the Dark”, focusing on liminality, spectral presence, and supernatural dread. These parallels are further contextualised through reference to early Irish texts The Táin Bó Cúailnge and The Boyhood Deeds of Fionn, central works within the Celtic literary compilation known to Tolkien …

University Students’ Attitudes Toward And Intentions To Use Generative Ai In The Classroom: Findings From Pre- And Post-Genai Teaching Initiative Surveys, Yanfeng Xu, Hengtao Tang, Gareth Rees-White, Oz Ince, Allison Byxbe, Michael Stoeltzner, Gloria Washington, Shan Qiao, Sicheng Wang, Mercy S. Namateng, Omar Roy

Journal of Educational Technology Development and Exchange (JETDE)

This study aimed to examine and compare factors associated with support for integrating GenAI into classroom settings and the intention to use GenAI tools in future education among students in pre- and post-GenAI teaching initiative surveys in an R1 university in the United States. Online surveys via Qualtrics were administered at the start and end of the Fall 2024 semester. Descriptive and bivariate analyses and ordered logistic regression models were conducted. In the pre-GenAI teaching initiative survey, significant predictors associated with students’ support for GenAI tools were students’ interest in GenAI and perceived usefulness. Significant predictors associated with their intention …

Addressing The Problems Of Data Variations, Quality, And Scarcity In Training Deep Neural Networks, Jian Sun

Electronic Theses and Dissertations

The performance of deep neural networks (DNNs) is strongly influenced by the characteristics and quality of the underlying datasets. This Ph.D. dissertation addresses three pervasive data challenges-imbalance, quality degradation, and scarcity-that commonly hinder the effectiveness of DNNs in computer vision (CV) and natural language processing (NLP) applications.

Class imbalance remains one of the most frequent causes of degraded model generalization. While Focal Loss effectively mitigates inter-class imbalance by assigning higher weights to minority classes, it struggles with intra-class imbalance, particularly in video datasets where longer clips dominate feature representation. To address this, I implement and utilize …

Subsistence And Settlement In Northwest Florida During The Late Archaic-Early Woodland Transition (3500 Bc Through Ad 300), Kerri A. Klein

USF Tampa Graduate Theses and Dissertations

This research presents quantitative and qualitative data on subsistence and cultural transitions in a warm-temperate area of northwest Florida during the Late Archaic-Early Woodland transition (from about 3500 – AD 300). By completing an inventory of the faunal assemblages from two shell middens, I was able to evaluate resource selection and use both within and between sites. Results suggest that site inhabitants utilized consistent resources, despite any documented or potential climatic and ecological change which occurred. Radiocarbon dating establishes the timelines for both Sam’s Creek Cutoff (8FR754), a single-component Late Archaic campsite, and Depot Creek (8GU56), which has a Late …

Optimization Of Contact Time, Adsorbent Dosage, And Initial Ph For Methylene Blue Removal In Aqueous Solution Using Citrus Aurantium Peels, John Rich M. Adorna, Maria Carmela M. Lajara, Aldrin James F. Tolentino, Hiromi O. Yazaki

DLSU Senior High School Research Congress Conference Proceedings

The growing contamination caused by the dye and textile industries has generated serious environmental issues due to the release of chemically synthesized dyes such as methylene blue (MB), which are toxic and resistant to biodegradation. This study examines the impact of contact time, adsorbent dosage, and initial pH on the removal efficiency of MB using Citrus aurantium peels as a cost-effective and environmentally friendly adsorbent. The Box-Behnken design methodology was employed to identify optimal conditions for maximum removal. The research consisted of 15 experiments to determine the adsorption capacity under various conditions. Results showed that the removal efficiency was highest …

Into The Spectrum: Investigating The Range Of Color Vision In The Foraging Behavior Of Diacamma Rugosum (Asian Bullet Ants), Manjho Aron R. Broniola, Ethan Jay O. Dayandante, Patricia Erin D. Sotto, Lawrence P. Belo

DLSU Senior High School Research Congress Conference Proceedings

Ants showcase that size does not always matter. Through their small stature, they continue surviving in the land they live in, continuously being resourceful for their colony. Each ant serves their purpose of building, hunting, and growing their colony. They used their heightened senses to communicate danger, routes, and food sources from which they could contribute to the colony. Typically done via pheromones, also known as their “scent.” Previous studies have raised the preference of other ant species to be colors of short wavelengths. Now, this study deals with the ethology of ants, specifically regarding their foraging behavior, raising the …

Session Ia: Natural Sciences Presentation 1 - Elucidating Elimia: Affinities Of North Carolina Freshwater Snails, Andrew Wilson

Life of the Scholar Multidisciplinary Conference

Study of Pleuroceridae snail variation and evolutionary relationships.

Domestic Guestworkers: A Call To End The H-2b Program And Empower American Workers, Preston Huennekens

Kentucky Law Journal

No abstract provided.

Federal Prosecution In The Shadows Of Constitutional Immunity, J. Richard Broughton

Kentucky Law Journal

No abstract provided.

Executive Immunity, Corruption, And The Rule Of Law: Death By A Thousand Cuts, Kimberly Breedon

Kentucky Law Journal

No abstract provided.

The Removal Responsibility, Kevin Frazier

Kentucky Law Journal

No abstract provided.

Dred Scott, Military Enslavement, And The Case For Reparations, Hugh Mcclean

Kentucky Law Journal

No abstract provided.

Building Jerusalem: Commercial Law And Ethics Of The Benefit Corporation, Jeff Lingwall, Susan Park

Kentucky Law Journal

No abstract provided.

Paws And Persuasion: How Dog Influencers Shape Hotel Booking Decisions, Wei Wei, Lu Zhang, Tianyu Ying, Yanyan Zheng

Rosen Research Review

The research by Wei, Zhang, Ying, and Zheng explores how pet influencers—specifically dog influencers on Instagram—impact hotel booking intentions. Through two experiments, the study reveals that message appeal (rational vs. emotional) interacts with audience characteristics like prior experience and perceived attractiveness of the pet influencer. Rational messages are more persuasive for less experienced travelers and when the pet influencer is perceived as less attractive. Emotional messages, while engaging, are less effective in these contexts. This research uncovers the nuanced power of pet influencer marketing and offers practical strategies for hospitality marketers seeking to tap into the booming “cute economy” of …

Successful Treatment Of Juvenile Sterile Granulomatous Dermatitis And Lymphadenitis In A Pomeranian Aged 5 Months Using Topical Hydrocortisone Aceponate And Systemic Antibiotic, Nutjira Sawatmongkol, Sirada Tayayouth, Suttiwee Chermprapai

The Thai Journal of Veterinary Medicine

A 5-month-old intact male Pomeranian puppy was presented with a 2-week history of acutely swollen face, eyelids, lips, and muzzle. A physical examination revealed focal alopecia, folliculitis, and erythema on the muzzle, periocular, and perianal areas; crusts were also found around the muzzle. The puppy received monthly oral afoxolaner and milbemycin oxime. No ectoparasite was observed based on a trichogram test. Skin cytology revealed intracellular cocci and neutrophils. A skin biopsy taken from the muzzle revealed pyogranulomatous perifollicular dermatitis with epidermal spongiosis, intraepidermal pustules, and a superficial crust. This condition was diagnosed as juvenile cellulitis on the basis of age, …

Translational Barriers To Aav And Crispr Gene Therapy In Diabetes, Abdulrahman G. Alharbi

Saudi Medical Journal

Gene therapy targets diabetes pathophysiology rather than symptoms, yet clinical translation is slower than preclinical success. This review synthesizes 143 registered trials (ClinicalTrials.gov, 2010-2025) identifying systematic implementation barriers. Despite >15 years of development, 83% of trials remain in Phase I-II. Only zimislecel achieved Phase III outcomes (83% insulin independence at 12 months, n=12, requiring immunosuppression). VM202 for diabetic neuropathy failed Phase III despite positive extension results. Three systematic barriers emerged: (1) human transduction efficiency is 6-8.7-fold lower than preclinical models; (2) pre-existing immunity excludes 58-78% of candidates; (3) manufacturing capacity serves <2.5% of target population (40-400 years to treat at maximum capacity). These constraints explain why ex vivo cell therapies advanced to efficacy trials while in vivo gene delivery remains in Phase I despite longer development timelines. Research priorities should emphasize non-viral delivery systems offering scalable manufacturing and universal hypoimmune donor cells to address access barriers.

Semaglutide In Metabolic Medicine: A Review On Clinical Applications And Emerging Therapeutics, Abdulrahman A. Aljabri

Saudi Medical Journal

Obesity and type 2 diabetes mellitus affect over 800 million and 537 million individuals worldwide. Semaglutide, a weekly glucagon-like peptide-1 receptor agonist, has advanced treatment of pathophysiological processes linked to metabolic dysregulation. This review consolidates evidence on its mechanisms of action, clinical effectiveness across established and emerging applications, safety, and prospects for personalized therapy. Clinical studies have shown that semaglutide sustains glycemic control, promotes substantial weight loss, and provides cardiovascular and renal protection. Recent FDA clearance marks the first therapeutic alternative for metabolic dysfunction-associated steatohepatitis among the emerging applications. Pharmacogenomic insights facilitate personalized therapy; however, clinical applications remain in experimental …

A Multi-Task Cnn-Lstm Model With Attention Mechanism For Climate Temperature Forecasting Over Iraq, Salim M. Mohammed, Omar M. Mustafa, Lailan M. Haji, Omar M. Ahmed

Al-Bahir

Accurate forecasting of climate temperature at the regional scale is crucial to agriculture planning, water resource management, and disaster preparedness. Still, due to the nonlinear and complicated temporal patterns in regions such as Iraq, conventional climate models fail to meet this imperative. This paper presents a novel deep learning model that not only predicts monthly average temperature values but also predicts the temperature trend, hence addressing the regional climate prediction problem holistically. The proposed model is designed as a multi-task deep learning framework integrating Convolutional Neural Networks, Long Short-Term Memory networks, and an attention mechanism to process historical monthly temperature …

Library Newsletter: Mid March ‘26, Iwasaki Library

Iwasaki Newsletters

This Library Newsletter reached faculty, staff, and students of Emerson College on March 20th, 2026. This is the only published issue of March 2026. This is the eleventh issue of the third volume. It includes top stories such as volunteering at Relaxapalooza, Emerson Alum Kelsey Day (‘21) celebrates book release at the Library, WasteNot Emerson, building a Community Archive Project, an EBONI display, and librarians assisting with final projects.

Sga 57 Senate 2026-03-20 Minutes, Niu Student Government Association Senate

Student Government Association Archives

No abstract provided.

Determination Of Trace Pyridoxine Hydrochloride (Vitamin B6) In Dosage Forms And Redbull Samples Using Dispersive Liquid-Liquid Microextraction Technique Coupled With Spectrophotometry, Sally Ghanem Ahmed, Wijdan Shakir Khayoon

Baghdad Science Journal

This paper introduced a sensitive determination method measurement spectrophotometric coupled with dispersive liquid-liquid micro extraction based on charge transfer complex formation between pyridoxine hydrochloride and chloranil using alkaline buffer (pH = 10.5). After that, the extraction of charge transfer complex was conducted by injection a mixture of chloroform and acetone solvents followed by spectrophotometric measurement of tiny organic droplets at λ = 535 nm. The important parameters affecting the formation of the complex and efficiency of DLLME such as concentration of chloranil, volume and pH of buffer solution, reaction time and the optimum conditions of DLLME has been studied and …

Stimulation Of The Medial Septum Diagonal Band Of Broca Rescues Learning And Memory Deficits In Fmr1 Ko Mice, Mohamed Ouardouz, Amanda E Hernan, J. Matthew Mahoney, Rodney C Scott

SKMC Student Presentations and Publications

Fragile X Syndrome (FXS), the most common inherited cause of intellectual disability and a leading monogenic cause of autism, arises from the loss of Fragile X Messenger Ribonucleoprotein (Fmr protein), leading to synaptic and cognitive dysfunction. Here, we demonstrate that the frequency-specific electrical stimulation of the medial septum/diagonal band of Broca (MSDB) can restore cognitive and synaptic impairments in Fmr1 knockout mice, a validated model of FXS. Thirty minutes of 35 Hz MSDB stimulation significantly improved subsequent recognition memory, sociability, spatial learning, and fear memory, with recognition memory enhancements persisting for up to 7 days after daily 30 min …

Chatgpt Versus Uptodate In Preclinical Medical Education: Cross-Sectional Analysis Using Term Frequency-Inverse Document Frequency Cosine Similarity, Shankar S. Thiru, Nicholas E. Aksu, Matthew Chiang, Daniel O. Gallagher, Mary Furlong, Elizabeth R. Prevou, Akhil Jay Khanna

Rothman Institute Papers

BACKGROUND: Generative artificial intelligence tools such as ChatGPT are increasingly used by medical students for self-directed learning. Although these models demonstrate linguistic fluency, their reliability as supplementary resources for preclinical education remains uncertain. In particular, comparisons with evidence-based references such as UpToDate are lacking.

OBJECTIVE: This study evaluated the similarity between responses generated by ChatGPT (with GPT-4o mini) and those from UpToDate to preclinical medical education questions to assess ChatGPT's potential as an adjunctive learning tool.

METHODS: We conducted a cross-sectional comparison study using 150 first-order questions derived from a preclinical question bank at a single allopathic institution under the …

A Consideration Of Food In A Diversity Society, Masayo Morofushi

Japanese Society and Culture

In recent years, the number of foreign visitors such as tourists and businesspeople, and the number of foreign residents such as workers and international students, have been steadily increasing in Japan. However, the decrease in the number of foreign residents in Japan is relatively small compared to the number of foreign visitors to Japan, due to travel restrictions during the COVID-19 pandemic. Regarding restaurants, Japan has experienced diversity, progress, and cross-cultural understanding; however, these changes have been stagnant due to a decrease in the number of foreign visitors to Japan during the pandemic. Many natural disasters have recently occurred, and …

The Scarlet - Volume Civ, No. 9 (March 20, 2026), Scarlet Staff

The Scarlet (Student Newspaper) (2011-present)

The March 20, 2026 edition of The Scarlet (est. 1939), Clark University's student-run newspaper. The Scarlet is intellectually and editorially independent of the University.

Photobiomodulation In Treatment Of Head And Neck Cancer-Related Chronic Lymphedema: A Pilot Randomized Controlled Trial, Jie Deng, John N. Lukens, Barbara A. Murphy, Erin Mcmenamin, Karthik Rajasekaran, Ryan J. Quinn, Joy C. Cohn, Wendy Schlessinger, Lucy P. Andersen, Bryan A. Spinelli, Alexander Lin

Department of Physical Therapy Faculty Papers

BACKGROUND: Chronic lymphedema is a common late effect after completion of head and neck cancer (HNC) treatment, contributing to substantial symptom burden and negatively impacting quality of life. No effective approaches are available to treat this progressive condition. This study aimed to evaluate the preliminary efficacy of photobiomodulation (PBM) therapy for chronic lymphedema in HNC survivors.

METHODS: This was a pilot, randomized, wait-list controlled trial. Eligible HNC survivors included those with chronic lymphedema after completion of complete decongestive therapy. Participants were randomized (1:1) to 1 of 2 arms: intervention group (active) or wait-list control group (control). The active group received …

Fenced And Feral: Farming And Spread Of Flowerhorn (Amphilophus Spp.) In Lake Sampaloc, Philippines, Janice A. Ragaza, Hannah Nicole Gasmen

Environmental Sustainability

This study examines the spread and ecological impact of invasive Flowerhorn cichlids (Amphilophus spp.) in Lake Sampaloc, Philippines, driven by both accidental release and intentional aquaculture practices. Field observations and literature reveal that these highly adaptable and aggressive fish outcompete native species, contributing to biodiversity decline amid increasing pollution, eutrophication, and microplastic contamination. Their phenotypic plasticity allows them to thrive in degraded environments, further exacerbating ecological imbalance. While local communities have begun utilizing Flowerhorns for ornamental trade and potential aquafeed production, such practices risk reinforcing their proliferation. The study highlights the need for integrated management strategies combining biosecurity, pollution control, …