Digital Commons Network^™

Coarse-Graining Spiking Reservoirs: Reducing Reservoir Size While Preserving Critical Dynamics, Tucker X. Mastin, Christof Teuscher

Northeast Journal of Complex Systems (NEJCS)

We propose an extension of renormalization into the domain of spiking neural networks, thereby providing a novel framework for coarse-graining neural networks without disrupting their critical properties. The proposed coarse-graining technique merges neurons and synaptic connections based on a graph-theoretic distance derived from synaptic weight strength and is configured to effectively prune the reservoir size while preserving the scale-free spiking dynamics indicative of criticality. Criticality in spiking neural networks may provide information-theoretic advantages by optimizing information processing and sensitivity to input. Using time-series prediction benchmarks, we demonstrate that networks operating at criticality exhibit up to 32% higher prediction accuracy before …

Agent-Based Modeling To Stress Test New York State Healthcare Robustness, Brandon Bedenbedner

Northeast Journal of Complex Systems (NEJCS)

This study presents an agent-based model (ABM) to assess the resilience of New York State’s healthcare system during public health crises. The model simulates patient interactions, disease spread, and resource allocation, identifying critical vulnerabilities and evaluating strategies to avoid system collapse. Simulation results indicate that with just 10\% of the population infected, hospitals statewide can reach full capacity within ten days, causing significant care delays and an estimated 32,104 deaths within a 30-day period.

Sensitivity analysis revealed infection rates, base mortality, and travel-related delays as primary drivers of system outcomes. These findings highlight the critical need for expanded surge capacity, …

Into The Spectrum: Investigating The Range Of Color Vision In The Foraging Behavior Of Diacamma Rugosum (Asian Bullet Ants), Manjho Aron Ricalde Broniola, Ethan Jay Ocampo Dayandante, Patricia Erin Denosta Sotto

DLSU Senior High School Research Congress

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. In their colonial structure rises a matriarchal system led by queen ants, serving as the heart of their operation. Each ant serves their purpose of building, hunting, and growing their colony. Through this, they ensure their community remains strong and birth new generations that will serve the queen. The secret behind this seemingly perfect operation is their seamless ability to communicate. They used their heightened senses to communicate danger, routes, and food sources …

Kasambahay Ako!: Exploring The Dynamics Between Domestic Workers’ Perceived Social Role And Personal Agency, Charmi Ysabella S. Onia, Justin Kobe T. Atianzar, Alyssa Jaye J. Azcarraga, Jaime Luis R. Hebron

DLSU Senior High School Research Congress

Filipino domestic workers, known as kasambahays, fulfill essential societal roles while navigating social positions. Despite legal frameworks like the Kasambahay Law, the dynamic and evolving relationship between their perceived social role and personal agency remains an underexplored area. This phenomenological study delves into the lived experiences of kasambahays in the Laguna province to understand how they perceive their social position, exercise agency, and navigate the intricate interaction between these dimensions. Using purposive sampling, conversational interviews (Pakikipagkuwentuhan) were conducted with four female domestic workers with at least five years of experience. Thematic analysis, guided by self-determination theory and social role theory, …

The Power Of Influence: A Thematic Analysis Of Tiktok Content On Restaurant Perceptions, Calvin Kurt Bugayong Ocampo, Marcos Zheng Yang Barsena Lee, Dean Xyram Oblea Ruiz, Dastin M. Tabajunda

DLSU Senior High School Research Congress

With the massive rise in popularity that social media has gained in recent years, platforms like TikTok have experienced exponential growth. The search interest for TikTok has increased by a staggering 227% in the past five years (Howarth, 2024). As TikTok’s short-form content dominates the digital space, product and restaurant reviews have become a staple on users’ “For You” pages. Despite this trend, there is limited research on how food influencers shape public perception through persuasive speech. This study addresses that gap by using thematic analysis to examine the rhetorical strategies employed by influencers in TikTok restaurant reviews. The research …

Optimization Of Bioethanol Production From Potato Peel Waste: A Study On Yield Enhancement And Efficiency Improvement Through The Application Of Biosynthesized Silver Nanoparticles (Agnps), Prestan Eli G. Antonio, Darlene Kaye L. Ampoc, Jim Regan D. Galdones, Raven Mars J. Gines, Kyle Wilner A. Mangiwet

DLSU Senior High School Research Congress

This study explores the potential of silver nanoparticles (AgNPs) to enhance bioethanol production from potato peel waste. By using the abundant and low-cost nature of potato peels and the catalytic properties of AgNPs, this research aims to contribute to a more sustainable and environmentally friendly energy solution. The study investigates the impact of different AgNP concentrations on bioethanol yield and its other properties, including sugar content, purity, and yield percentages. A comprehensive methodology was employed for milling, nanoparticle synthesis, pretreatment, fermentation, and purification. The results, supported by ANOVA analysis, will demonstrate if the AgNP concentrations significantly improve bioethanol yield. The …

Digital Feasts And Cultural Narratives: Analyzing Eating Practices And Audience Responses In Filipino Mukbang Content, Felicia Phen P. Labrador, Marison Claire B. Aristorenas, Miel Alaena S. Frias

DLSU Senior High School Research Congress

Mukbang is a digital eating broadcast that originated in South Korea. Over the years, it has gained popularity in the Philippines. Filipino mukbang content creators not only entertain but also showcase local food, traditions, and social values, while engaging with their audience. This study explores how eating behaviors are portrayed in Filipino mukbang content and how viewers respond to them, aiming to uncover the cultural and psychological implications of this digital trend. Using a qualitative netnographic approach, researchers analyzed the top 15 most-viewed mukbang videos by Filipino content creators on YouTube. Through semiotic analysis and deductive content analysis, the researchers …

Unraveling Greenwashing Awareness: A Narrative Case Study Among Miriam College High School Students, Mica Adriana C. Nangpi, Kelcy Reign R. Cruz, Romina Alyssandra Reyes, Elisha N. Espina, Leanne C. Romales

DLSU Senior High School Research Congress

Greenwashing is a deceptive marketing tactic involving false eco-friendly claims regarding products or services. Since this topic is not well-versed, especially within the high school student context, this study aims to assess the greenwashing awareness of Miriam College High School (MCHS) students and the factors that contribute to it. This was done by utilizing a focus group discussion (FGD) as the main data gathering instrument, with a pre-survey beforehand to classify which focus group the students belong to. After conducting focus group discussions, the significant factors that lead to high and low greenwashing awareness were identified; for those with high …

Paper From Food Waste: Replacing Protective Packaging In Online Shopping With Allium Sativum (Garlic) Peels, Sakura C. Alangui, Rachelle D. Dangilan, Sophia A. Nolasco, Angelina P. Ruebe, Ariston F. Zaparita

DLSU Senior High School Research Congress

The environmental impact of plastic packaging is a growing global concern, with the rise of online shopping and its dependence on single-use plastics like bubble wrap. This study explores the potential of Allium sativum (garlic) peels, an agricultural byproduct, as a sustainable alternative to protective packaging. Specifically, this study tests the effectiveness of garlic peels as a protective paper packaging in terms of durability and biodegradability, compares it to commercial protective packaging, and assesses its acceptability among local businesses. This paper found that It is more environmentally friendly and with improvements in its durability, the market acceptance will enhance. It …

Self-Reflexive Vs. Engaged Senior High School Students Of Adamson University: Levels Of Social Consciousness And The Intensity Of Relational Aggression Towards Brand Boycotting, Savannah Nicole L. Granado, Anne Lizette C. Rago, John Ren L. Elamparo, Eunyce Jezreel M. Delos Reyes, Angeline L. Evangelista, Lara Julianne M. Rodenas, Lizethe Zabdiel B. Rosario, Amiella S. Fabriaga, Rael Adrian L. Alvarez, Lorenzo Matteo M. Caballa, Shelyn Cornel B. Mijares, Jasmin Faith F. Dumalanta, Emo Nabby C. De Guzman

DLSU Senior High School Research Congress

Brand boycotting is a form of non-violent protest that refers to people refraining from buying a product from a brand that does not align with their morals and values. There is still a significant gap in the level of social consciousness and the intensity of relational aggression of Senior High School Students in Adamson University and its correlation, to which this study aims. The study used a correlational design to assess the relationship between the two variables without manipulating it, wherein the results indicated that the respondents have a low self-reflexivity and are moderately disengaged. However, the respondents slightly lean …

Leadership In Action: Understanding The Impact Of Sangguniang Kabataan On Community Development Of Sarrat, Aisen Rone Eirholf Laguna Baluan, Charize Mae Baluran Carurucan

DLSU Senior High School Research Congress

This study explores the role of the Sangguniang Kabataan (SK) in fostering youth leadership, participatory governance, and community development in Barangays 20 and 22, Sarrat, Ilocos Norte. Rooted in Republic Act No. 10742, the SK serves as a platform for empowering young Filipinos to contribute to society. The research assesses the impact of SK-led initiatives in leadership, education, and community service, while identifying challenges and evaluating collaborations with local organizations. A qualitative design was employed using open-ended questionnaires with SK officials and Katipunan ng Kabataan (KK) members. Data was analyzed through thematic analysis, revealing key themes: leadership development, civic engagement, …

Love And Lust: A Philosophical Assessment Of The Morality Of Watching Pornography In Romantic Relationships Through Aristotle’S Concept Of Rationality And Virtue Ethics, Missy Gabrielle Magtibay Dimayuga, Kaisser Brent Sanchez Eufemio, Annika Almhyr B. Rivera, Aiyana Chantel Go Tuvilla, Maria Karla Ysabelle Ticzon Vesorio

DLSU Senior High School Research Congress

This study examines the moral acceptability of watching pornography while being in a romantic relationship. It explores the role of consent and intent in determining whether the aforementioned act is morally acceptable or morally unacceptable. Using Aristotle’s Function of Rationality and his Virtue Ethics, the study establishes that the moral acceptability of pornography consumption is subjective, and its acceptability is not dictated by a universal and unconditional moral rule, but is rather dictated by the perspective, situation, and dynamic of the individuals in a relationship themselves. The study argues that the act may be morally acceptable given that there is …

Voices From The Highlands: Advocacy Efforts Of Cordilleran Indigenous People Activists Against Large-Scale Mining, Ashley Margarette R. Soliba, Laarnie M. Tininggal, Shifra Yumi C. Peralta, Jodelyn B. Thomas, Angeli Veniss N. Montano

DLSU Senior High School Research Congress

Abstract: While much attention has been given to the effects of development projects on Indigenous Peoples (IPs) in the Cordillera region, limited research focuses specifically on large-scale mining and the advocacy efforts of IP activists resisting these destructive operations. This study addresses this gap by examining the motivations, methods of advocacy, and impacts of IP activism against large-scale mining in the Cordillera. The research aims to understand the factors surrounding IP activism against large-scale mining, including environmental, health, economic, and cultural concerns. Using a qualitative approach, data was collected through in-depth interviews with IP activists and analyzed thematically. The study …

Optimization Of Contact Time, Dosage, And Initial Ph, In The Efficiency Of Activated Carbon Derived From Coconut Shells As Adsorbents For The Removal Of Aqueous Methylene Blue Solution, Cady Mendrei C. Casilag, Andie Francheska A. Cua, Samuel Matthew D. Leachon, Giancarlo Cyrus O. Maranan

DLSU Senior High School Research Congress

Freshwater scarcity and pollution, exacerbated by industrial activities such as textile and cosmetic production, are critical global challenges, with synthetic dyes like methylene blue (MB) posing significant environmental and health risks. In the Philippines, the widespread pollution of water bodies from industrial effluents, including synthetic dyes, further worsens the situation, highlighting the need for innovative and sustainable water treatment solutions. This research aims to investigate the use of coconut shell-derived activated carbon as an adsorbent for MB removal from aqueous solutions, exploring the impact of factors such as dosage, initial pH, and contact time on adsorption efficiency. The primary objective …

The Relationship Between Prenatal Stressful Life Events And Breastfeeding Initiation Among Mississippi Mothers, Candon Garbo, Katie C. Hall, Disha Jhaveri, Jung Hye S. Lee, Deanna Howington, Mina Qobadi, Mary Wesley

Journal of Public Health in the Deep South

Background: Early initiation of breastfeeding increases the likelihood of exclusive breastfeeding, which can be linked to improving both the mother’s and infant’s health. However, breastfeeding rates in Mississippi continue to be one of the lowest in the United States, with infant mortality and morbidity rates at the highest. Purpose: This study aims to explore the impact SLEs may have on initiating breastfeeding, as research is limited. Methods: Analyzed data from 2016 to 2021 Pregnancy Risk Assessment and Monitoring System (PRAMS) was used to determine a correlation between life stressor experiences during pregnancy and initiation of exclusive breastfeeding with a sample …

Healthy Moms/Healthy Babies Of Mississippi Initial Provider Engagement And Student Feedback Loop Project, Corban Jackson Mph, Jillian Harper-Peavy Lmsw, Imh-E, Starica Harper, Vernesia Wilson Phd, Mph

Journal of Public Health in the Deep South

Background Between 2017 and 2022, 83% of maternal deaths in Mississippi were preventable. Unfortunately, there is a persistent shortage of OB-GYNs in Mississippi, feeding the rise of maternal care deserts and the lapse in collaboration between providers and state maternal health organizations. Purpose Healthy Moms/Healthy Babies of Mississippi, a care management program for high-risk mothers and infants, has partnered with the Mississippi Alliance for Innovation on Maternal Health initiative (AIM) to improve maternal health outcomes through building healthcare networks with existing providers. Methods 33 medical students from the University of Mississippi Medical Center School of Medicine and William Carey University …

More Than Words: How Communication Shapes Maternal Healthcare Experiences In Mississippi, Brittney Clayborn, Traci Hayes

Journal of Public Health in the Deep South

Effective communication between healthcare providers and pregnant individuals is a critical factor in shaping maternal healthcare experiences. This study explores the role of provider-patient communication in prenatal and postnatal care among a group of Mississippi mothers, highlighting how communication influences trust, decision-making, and overall satisfaction with care. Using qualitative data collected through in-depth interviews, this case study examines both positive and negative communication experiences, identifying key barriers such as dismissiveness, lack of transparency, and rushed interactions. Findings suggest that when providers engage in clear, compassionate, and culturally competent communication, patients feel more empowered and supported in their care. Conversely, poor …

Caught In Citizenship Limbo: Lessons From The 2025 International Student Visa Crisis In The U.S, Jinke He

Critical Internationalization Studies Review

No abstract provided.

Complete Issue - Vol. 13, Issue 4, Howard D. Southwood, Frances A. Cabaniss, Allen Cabaniss, Dawson A. Phelps, Robert W. Harrison, Charlotte Capers

Journal of Mississippi History

No abstract provided.

The Chickasaw Mission, Dawson A. Phelps

Journal of Mississippi History

No abstract provided.

Riley Of Mississippi, Howard D. Southwood

Journal of Mississippi History

No abstract provided.

The Correlation Between Decision-Making Skills And The Cognitive Flexibility Of The Grade 10 Students Of Theresian School Of Cavite, Marry Jasmine Christine Velante Ayson, Van Shadric Nalden Ambrocio Bacsal

DLSU Senior High School Research Congress

Adolescents often face the critical task of making informed decisions, particularly when choosing a senior high school strand and college course—decisions that significantly impact their future careers. Despite the importance of these choices, there is a noticeable gap in existing literature on adolescents' cognitive flexibility and decision-making abilities, as most studies have focused on adult populations in Western contexts. This study sought to address that gap by examining the relationship between cognitive flexibility and decision-making skills among Grade 10 students at Theresian School of Cavite. Quantitative results revealed a moderately positive correlation between cognitive flexibility and decision-making, suggesting that students …

Sa Tingin Mo: The Effectiveness Of Disaster Risk Reduction Visual Aids Across Academic Institutions, Josiah Sebastian T. Cruz, Adrienne Sofia Danielle N. Recio, Luis Manuel M. Saputil, Kimi Angela T. Vega, Francheska Monique V. Velasco

DLSU Senior High School Research Congress

Visual aids are vital components of disaster risk reduction as these actively disseminate important information on preparedness and responses in disasters. However, given that no established standard for effective visual aids is present in the Philippines, information is at risk of being misinterpreted or misunderstood. The research aims to determine the effectiveness of visual aids in disaster risk reduction (DRR) in the setting of academic institutions in the Philippines. Specifically, it finds interactive-based and interactional-based elements across different institutions, and evaluates them according to international standards. A total of nineteen (19) publicly-sourced posters—published by five (5) select academic institutions—were used …

Comparing Students’ Engagement And Basic Psychological Needs Satisfaction In Blended And Traditional Learning Environments, Ryan Josh C. Suarez, Benedict Eric M. Adriano, Joeven A. Fabul Jr., Andrei Daniel Ken H. Go

DLSU Senior High School Research Congress

Student engagement has changed as a result of blended learning, a learning modality that combines in-person instruction with online course delivery. Beyond the models that are frequently studied, engagement in other blended learning environments must be examined using a clearly defined framework; hence, this study aims to address this gap. This study compared and measured the basic psychological needs and engagement levels of two student populations, enriched virtual blended learning and traditional face-to-face learning, using the Self-Determination Theory as a framework. 115 senior high school students participated in the data collection process; 39 used the enriched virtual model, and 76 …

A Comparative Analysis Of Maceration Extraction Methods And Their Efficacy In Biofilm Inhibition By Annona Muricata Leaf Extract Against Bacillus Subtilis, Mikylla Eunice G. Santos, Drew Antoinette T. Roxas, Ayumi B. Santos, John Albert D. Gurtiza

DLSU Senior High School Research Congress

Biofilms, ubiquitous microbial communities encased in a self-produced matrix, pose a significant threat to human health, industrial processes, and food safety. While synthetic antimicrobials are widely used, concerns about resistance and environmental impact drive the search for natural alternatives. Guyabano (Annona muricata), a tropical fruit known for its antimicrobial properties, shows potential as a natural antibiofilm agent. This study aimed to compare the impact of three different maceration extraction methods (aqueous, ethanolic, and methanolic) on the antibiofilm efficacy of A. muricata leaf extract against Bacillus subtilis biofilm. Each extract was subjected to a 96-well microplate biofilm inhibition assay, …

“I Think I Failed Them Again”: Exploring Perceived Signs Of Parental Disappointment And Its Impact On Adolescents’ Emotional Well-Being, Ixchel Rain V. Atienza, Jimmy Stephen A. Asuero, Szarina Anne S. De Guzman, Renee Mai R. Hartshorne

DLSU Senior High School Research Congress

Parental expectations significantly shape adolescents' emotional well-being and self-perception, especially in Philippine culture, where family honor and obligations are expected. Perceived parental disappointment can lead to emotional distress, anxiety, and self-doubt, affecting self-esteem and personal development. While much of the existing research focuses on parental perspectives, there is little research and understanding of how adolescents internalize these experiences. This study examines the narratives of Filipino adolescents on perceived parental disappointment, highlighting its emotional and psychological effects. This study utilized interviews in order to collect the lived experiences of Filipino adolescents aged 18-19, residing in Binan and Sta. Rosa, Laguna. Through …

2 Cool 2 Be Real? An Intersectional Queer Analysis Of 2 Cool 2 Be 4gotten And Lgbtq+ Representation In Philippine Cinema, Yumi Thaddeus E. Bautista, Natania Isabella M. Benaid

DLSU Senior High School Research Congress

Queer representation in Philippine cinema has long been shaped by stereotypes, silences, and rigid societal norms. This limited portrayal discourages media creators from exploring diverse queer narratives, perpetuating one-dimensional depictions and reinforcing societal prejudice. This study examines 2 Cool 2 Be 4gotten, a coming-of-age film set in post-Pinatubo Pampanga, through a queer and intersectional lens, utilizing Herman’s Basic Elements of Narrative—situatedness, worldmaking, event sequencing, and “what it’s like”—as the analytical framework. Using qualitative film analysis and thematic content analysis, the researchers carefully coded scenes to explore how queer identity intersects with gender, age, class, and emotional experiences, and how these …

Mediating Intimacy: The K-Pop Industry’S Commercialization Of Parasocial Relationship Between Adolescent Filipino Fans And Their Male Idols Via Weverse Application, Anna Sauz, Julia C. Adamos, Clara Antonette L. Nicdao, Ma. Francheska G. Quia

DLSU Senior High School Research Congress

The prevalence of the K-pop industry’s globalization has risen over time, using the digital age to expand its presence in the market. Understanding the factors influencing the consumption patterns and parasocial relationships fans experience brings awareness to the possible causes of fixation in the K-pop industry’s capitalization. However, research about the Weverse app as a medium for capitalizing on parasocial relationships among adolescent Filipino K-pop fans is limited. This study’s objective is to investigate the commercialization of parasocial relationships between adolescent Filipino fans and their male idols through the Weverse application. Data were gathered through a Focus Group Discussion and …

Loops: The Effects Of The Covid-19 Pandemic On Musicians’ Promotional Strategies In Sta. Rosa City, Laguna, Francine Alana B. Bautista, Gavin G. Kanapi

DLSU Senior High School Research Congress

Music promotion is often overlooked by aspiring musicians despite its importance in building an audience and creating an identity. This is especially true for independent musicians, who must either consult with promoters or create promotional materials themselves. The COVID-19 pandemic affected many sectors of the music industry and has marked a greater shift in promotion methods, encouraging a more digital approach to promotion. The study aims to look into the methods that independent musicians in Sta. Rosa use to promote their music after the pandemic. This also includes exploring the effects of the pandemic on these methods and the differences …

Parkchers: Development Of A Smart Parking Website For Enhancing Parking Management And User Convenience Using Yolov11, Armand Luke A. Villanueva, Ethan P. Bernardo, Lorenzo Meier H. Borlaza, Drey Cajanding

DLSU Senior High School Research Congress

Complex challenges in parking have been prevalent in metropolitan areas all over the world due to factors such as inefficient use of spaces, and rapid urbanization; this then has an effect towards worse traffic conditions, and possible environmental issues. While traditional efforts such as increasing parking infrastructure have been done, this study aims to focus on the development of a smart parking reservation system that integrates camera-based software for enhanced parking management. With the use of CCTV camera technology, the detection system was tested under different lighting scenarios to evaluate the system’s efficiency in terms of accuracy and consistency. Done …