Digital Commons Network^™

Examining The Relationship Between It Project Risk Management And Benefits Realized From It Project Implementation Within The Public Sector, Fredick Bitta, Robert Oboko, Christopher Chepken

Malaysian Journal of Computing (MJoC)

Information technology (IT) has become increasingly critical in today's digital world, supporting, sustaining, and driving growth in public organizations. The board of directors and senior management have traditionally delegated, disregarded, or avoided IT decisions. The majority of public sector organizations have realized that such a mindset is outdated and must be avoided. Being a foundation for effective enterprise governance, the IT risk management domain seeks to guarantee that a structure exists for identifying, analyzing, mitigating, monitoring and communicating an organization's IT risk to ensure successful IT project implementation. This research, therefore, sought to examine the relationship between risk management of …

A Conceptual Framework For Robust Few-Shot Learning: Integrating Unbalanced Optimal Transport And Self-Supervised Transformer Representations, Hayati Abd Rahman, Pang Yun

Malaysian Journal of Computing (MJoC)

Few-shot learning (FSL) aims to enable deep models to generalise from extremely limited labelled data, yet unstable metric matching, distribution imbalances, and weak structural representations in low-data regimes often constrain its performance. This paper proposes a conceptual framework that unifies metric-based similarity learning, Unbalanced Optimal Transport (UOT) via Unbalanced Sinkhorn Distance (USD), and self-supervised Transformer representations to conceptually address the theoretical and structural limitations of existing FSL approaches. The framework theoretically unifies distribution-aware USD matching, SSL-enhanced ViT/Swin feature representations, and metric-based inference within a coherent pipeline. This work aims to provide a theoretical foundation and research roadmap for future empirical …

Hybrid Portfolio Optimization With Pca, Clustering, And The Barzilai-Borwein Method, Shin Chiew Kai, Yeing Pan Wei, Seng Sim Hong, Hou Chin Jia, Jia Lee Yap

Malaysian Journal of Computing (MJoC)

Portfolio optimization aims to balance risk and return by identifying an effective mix of assets. In this study, we integrate principal component analysis (PCA) and hierarchical clustering for stock selection with the Barzilai–Borwein (BB) gradient method for portfolio optimization. Forty-eight U.S. stocks from the Kaggle fundamental stock dataset were initially collected, and 42 stocks were retained after preprocessing. Financial ratios from 2006 and adjusted closing prices from 2016–2017 were analysed, with one representative stock from each cluster selected using the Sharpe ratio. The BB method was then applied to determine optimal weights, ensuring full capital allocation without short selling. Among …

Influence Of Coriolis Force On Controlled Double-Diffusive Marangoni Convection In Nanofluid Layers, Izzati Khalidah Khalid, Ahmad Syukri Mohd Shukor, Mohd Rijal Ilias, Nurul Hafizah Zainal Abidin, Bekzodjon Fayziev

Malaysian Journal of Computing (MJoC)

Controlled double-diffusive Marangoni convection in a rotating nanofluid layer, heated from below, is studied. Various types of lower-upper boundary conditions, including free-free and rigid-free, are considered. The nanofluids model incorporates the mechanisms of Brownian motion and thermophoresis in nanofluids. The stability of the nanofluids model is analysed using a linear stability analysis based on the normal mode technique. The eigenvalue problem is numerically solved using the Galerkin technique and computational simulations are carried out using Maple software. The influences of several parameters are examined and presented graphically, including modified diffusivity ratio, nanoparticles concentration, solutal Rayleigh number and Soret effects. These …

Textual Adversarial Example Generation Using Bigram Unigram-Semantic Preservation Optimization Algorithm, Noor Adam Noor Azmi, Haslizatul Fairuz Mohamed Hanum

Malaysian Journal of Computing (MJoC)

The vulnerability of Natural Language Processing (NLP) models to adversarial attacks remains a critical challenge in the field of cybersecurity and AI robustness. While deep learning models have achieved high performance in sentiment analysis, they are susceptible to subtle input perturbations that induce misclassification. This study presents the design and practical implementation of a web-based system (Proof of Concept) that automates the generation of textual adversarial examples using the Bigram Unigram-Semantic Preservation Optimization (BU-SPOF) algorithm. Rather than proposing a novel attack algorithm, our primary contribution is the architectural integration of a dual-source candidate generation strategy (WordNet and OpenHowNet) and a …

Lru Caching Policy Based On Naïve Bayes Ml Algorithm In Collaborative Peer-To-Peer Systems For Network Bandwidth Utilization, Waheed Yasin

Malaysian Journal of Computing (MJoC)

Web caching offers several advantages, such as increasing cache hit rates, lowering the workload on origin servers, and minimizing network traffic. Nevertheless, limited cache capacity poses a major challenge in web caching systems. Moreover, repeatedly fetching same media objects from origin servers leads to unnecessary bandwidth consumption. Furthermore, traditional caching policies, including Least Recently Used (LRU), are vulnerable to cache pollution. This study introduces a collaborative caching policy based on the Naïve Bayes (NB) Machine Learning (ML) algorithm. The proposed policy exploits structured peer-to-peer architectures, allowing cache contents to be shared among peers to improve the efficiency of LRU web …

Teacher Readiness And Attitudes Toward Digital Technology In Mathematics Classrooms, Nor Anis Amierah Mhd Pizor, Zarith Sofiah Othman

Malaysian Journal of Computing (MJoC)

This study explores how digital technology is integrated into mathematics education, focusing on the views of secondary school mathematics teachers and using a quantitative research method through a survey. Descriptive and inferential statistical analyses were performed to examine the factors influencing technology adoption, identify its barriers, and suggest strategies for enhancement. The novelty of this study lies in its development of an integrated perspective that simultaneously examines teachers’ readiness, experiential background, and attitudes alongside systemic constraints such as training, resource availability, and institutional support within the context of mathematics education. However, challenges such as inadequate training, limited resources, and lack …

Artifacts As Ambassadors: How Archaeological Artifacts Dictate Modern Diplomatic Relations And Repatriation, Emma Boyd

Honors Papers and Posters

In this thesis, I examine and re-center the roles of archaeological artifacts and conceptions of ownership in global politics, drawing on debates about cultural heritage and diplomacy. This thesis will emphasize debates around ownership and repatriation, articulating their value in international relations and diplomacy between Western countries and postcolonial nations, as well as between federally recognized Native American Indigenous Tribes and the United States government. The thesis review takes the Elgin Marbles, arguably the most debated subject, as a model for my case study analysis. I will explore complications driven by conversations of repatriation. Overall, this thesis will propose theories …

Fear In The Forecast: Do You Believe The Government Controls The Weather?, Gabriella Bartsch

Honors Papers and Posters

Weather manipulation by the government is among the most widely believed conspiracy theories in America, with over 49 percent of Americans subscribing to this belief. As belief in weather-related conspiracies continues to gain traction, understanding the political and social factors that drive these beliefs becomes increasingly essential. In this study, data from the Chapman Survey of American Fears, a representative national sample of U.S. adults, as well as a qualitative content analysis of X/Twitter posts from 2020 to 2026, are used. This research examines how political partisanship and conspiratorial predisposition are reflected in media consumption and levels of institutional trust, …

Under The Cover Of Blackness: The Racialized Dimensions Of Netflix’S Personalized Cover Art, Daphne Gershon

Communication Studies Faculty Scholarship

This article explores the mechanisms that shape how race is represented in online TV interfaces by analyzing Netflix’s personalized cover art, an essential digital paratext designed to attract viewers through individualized images. Netflix has previously been accused of using its personalized cover art or thumbnails in racially biased ways, displaying either Black or white characters based on the presumed race of users. To further existing research on this digital feature, this article focuses not just on whether Black characters are represented, but also on how they are represented. Through an exploratory pilot study that involves the creation of different algorithmic …

The Benefits Of Glucagon-Like Peptide 1 Agonists In Adult Women With Polycystic Ovary Syndrome, Bethany A. Johnson

Nursing Capstones

Background: PCOS is the most common endocrinopathy in women of reproductive age, affecting 5-6 million women in the United States. Symptoms include hirsutism, acne, hormone imbalances, menstrual irregularity, obesity, infertility, hypertension, and hyperlipidemia. GLP-1s are being studied for their benefits in women with PCOS.

Purpose: To review the current evidence on the efficacy of GLP-1 receptor agonists in improving symptoms and complications of PCOS.

Methods: This scoping literature review used three databases, including CINAHL Ultimate, PubMed, and ClinicalKey. Inclusion criteria were women 18 and older diagnosed with PCOS and studies that evaluated any type of GLP-1 and their effect on …

Oral Multienzyme Supplementation Alters Postprandial Plasma Nutrient Concentrations After A Mixed Meal In Healthy Middle-Aged And Older Adults: A Randomized, Double-Blind, Placebo-Controlled, Crossover Trial, Max T. Deutz, Andrew T. Askow, Sean M. Garvey, David A. Alvarado, Takeshi M. Barnes, Zan Zupancic, Alexander V. Ulanov, Jared W. Willard, Hannah D. Holscher, Brett R. Loman, Nicholas A. Burd

Kinesiology & Sport Management Scholarship

Background: Age-related decline in digestive function increases malnutrition risk. Supplementing meals with digestive enzymes may improve macronutrient digestion and bioavailability in adults reaching older ages.

Objectives: To assess postprandial plasma nutrient concentrations after co-ingestion of a mixed meal and a mixture of 6 enzyme preparations (ENZ), including proteases, lipase, amylase, and glucoamylase.

Methods: Thirty middle-aged and older adults (56 ± 11 y; 18 females, 12 males) ingested chicken, peas, potatoes, and butter (435 kcal; 34 g protein, 51 g carbohydrate, 11 g fat) with either ENZ or placebo (PLA) in a randomized crossover fashion. Blood samples were collected …

Made In Ireland: A Postcolonial Analysis Of Irish Cultural Revival And Its Impact On Ireland’S International Relations, Emma Boyd

Political Science Student Papers and Posters

This thesis examines the impact of how British colonial rule led to the decline of Irish cultural components, such as Gaelic (Gaeilge), and how postcolonial revival efforts have shaped Ireland’s modern identity and its use of soft power in international relations. Drawing on mobilization and postcolonial theories, this paper defines key concepts, mobilization, remobilization, and postcolonial identity, to provide an analytical foundation. The analysis explores how colonial policies eroded Irish culture and language, intensified by the Great Famine, and how the Irish Diaspora serves as a global network for remobilizing Irish identity abroad. The ongoing conflicts in Northern Ireland will …

The Effect Of Ceo Tenure On Firm Risk Taking, Daniel Demchuk

Student Work - College of Business

The study examines whether CEO tenure influences firm risk-taking.

Employee Evaluations Of Leadership Styles In The Workplace: A Cross-Industry Analysis, Lindsey Eckrote

Student Work - College of Business

Work environments vary widely across industries, shaping em-ployee experiences and leadership needs. This study compares the Information Technology (IT) industry with the Agriculture, Forest-ry, Fishing, and Hunting sector using supervisor ratings. IT work is fast-paced and cognitively demanding, whereas agriculture is physically intensive and hazardous. These differences create dis-tinct challenges that influence how leadership is perceived.

R&D Anomaly: The Affect Of R&D Investment On Market Return In The Pharmaceutical And Medical Device Fields, Joseph Finnegan

Student Work - College of Business

This project examines the relationship between R&D investment and stock returns in pharmaceutical and medical device companies. By comparing these two industries, it explores whether higher returns are linked to risk or to mispricing caused by uncertainty and limited information. The findings aim to shed light on how markets value innovation.

Make The Game The Destination: Changing The Landscape Of Sports Tourism, Vincent Martin

Student Work - College of Business

A sports destination focused travel agency that designs personalized trip itineraries centered around live sporting events.

Leadership Practices And Their Impact On Burnout In Early Career Professionals, Sara Moriarty

Student Work - College of Business

Burnout is increasingly recognized as a systemic workplace issue rather than an individual failure. Earlycareer professionals (ages 22–30) are particularly vulnerable due to their transition into full-time work, limited experience, and reliance on leadership for guidance and support. Many individuals enter the workforce feeling overwhelmed and underprepared, often describing experiences such as being “thrown into situations with little prior knowledge.” These early experiences shape long-term engagement

Evaluating The Reliability Of Ai-Assisted Scoring, Mia Pompi

Student Work - College of Business

A look at score consistency across human and automated evaluators.

Are We In A Bubble? A Comparative Analysis Of The Ai Economy With The Dot-Com Era, Josh J. Gstell

Student Work - College of Business

Since 2024, trillions of dollars have flowed into AI firms in a short period of time, driven by the optimism around generative AI, expanding data centers, and gaining productivity. Is the US experiencing a bubble similar to the Dot-Com?

Sound Bites, Robert Walsh

Student Work - College of Business

This creative endeavor oversaw significant parts of the creation of SoundBites Events, an original startup idea which provides an all-in-one service for backyard events. The endeavor included a number of things including documentation of market research, pricing/cost research, asset acquisition, funding acquisition from PeoplesBank, and operational workflow creation

Creating With Lexi: Authentic Short Form Video For Small Business Marketing, Alexis Torres

Student Work - College of Business

A content creation service focused on authentic, short-form video for small businesses and events, emphasizing candid, behind-the scenes storytelling designed for platforms such as Instagram Reels and TikTok.

Mental Health Wellness In Collegiate Athletics, Paige Winter

Student Work - College of Business

This Honors 495 project will focus on a mental health awareness campaign in college athletics, specifically here at Western New England within our athletic department. The end goal of this project will be to determine what small changes can be made through a mental health awareness campaign to make conversations about mental health more normal and encourage athletes to use available support resources and what re-sources can be added as well.

A Thermal-Hydraulic Study Of Bio-Inspired Fractal Microscale Heat Sink Using Computational Fluid Dynamics, Aagam Shah

Master’s Theses - College of Engineering

In recent years, the demand for efficient thermal management in miniaturized and high-performance electronic devices has grown rapidly. As electronic devices become more compact and powerful, their heat dissipation density increases, requiring more innovative and efficient thermal management solutions. Among the most promising solutions for localized cooling are micro-scale cold plates, which have been widely studied since their introduction in the early 1980s [1]. These devices, due to their small footprints and high surface-to-volume ratios, are highly suited for cooling microprocessors, sensors, and integrated circuits. However, one major limitation of conventional microchannel cold plates is their high pressure drop characteristic, …

Biological Soil Crusts: Effects Of Environmental Change On Dryland Microbes, Mariah T. Patton

Biology ETDs

Climate change is increasing rainfall variability, altering nutrient availability, and causing warming in drylands, which comprise approximately ~36% of Earth's terrestrial surface. These expanding ecosystems contribute the most to interannual variability in the global carbon cycling. Biological soil crusts (biocrusts)—often called the "skin of the Earth"—are critical components of dryland surfaces, consisting of successional microbial communities dominated initially by Cyanobacteria and later by a more diverse composition with other bacteria, archaea, lichen, fungi, and algae. These communities play essential roles in soil aggregation, erosion prevention, and carbon and nitrogen cycling. However, our ability to predict biocrust responses to environmental change …

Analysis Of Live Load Distribution Factors In Prestressed Concrete Girder-Bridges With Asymmetric Losses In Prestressing Strands, Mohamed T. Elshazli, Mohamed Elgawady, Ahmed Ibrahim

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Asymmetric loss of prestressing strands in concrete bridge girders presents a critical yet underrecognized threat to structural integrity, particularly in exterior girders subjected to impact or localized deterioration. This form of localized and unbalanced damage leads to eccentric reductions in prestressing force, rotation of the principal axis, and diminished flexural capacity, effects not explicitly addressed in current design standards such as the AASHTO LRFD Bridge Design Specifications. This study presents a comprehensive numerical investigation into the structural implications of such asymmetric damage, focusing on its effect on live load distribution factors (LLDFs) across prestressed girder bridges. A parametric study of …

Disparities Between Chronological And Biological Age: A Biocultural Analysis Of Aging In Contemporary Populations, Nicollette S. Appel

Anthropology ETDs

This dissertation investigates how structural and cultural factors collectively influence the aging process and how these effects manifest in both hard and soft tissues. Chapter 2 used an AI-based CT body composition tool and a CT-based biological age model to examine the relationship between age discrepancy and demographic variables such as sex, race/ethnicity, and manner of death. Results demonstrate significant differences in age discrepancy, with females, Native Americans, and individuals who died of natural causes exhibiting greater discrepancies. Chapters 3 and 4 further evaluate whether anthropological approaches to skeletal aging can be improved by adopting a biocultural perspective. These chapters …

Summoning Models Of “Decolonization”: Performances Of Shah Abdul Latif Bhittai’S Historical Poetry In Contemporary Pakistan, Muhammad Z. Abro

Anthropology ETDs

This dissertation examines how Shia communities in Sindh, Pakistan, mobilize the poetry of Shah Abdul Latif Bhittai as counter-history within a postcolonial order that folds sectarian difference into homogenized national culture. In dominant state and literary discourse, Latif is cast as a universal Sufi poet whose spirituality transcends doctrinal division and secures Sindhi and Pakistani belonging. The performances studied here place pressure on that settlement by treating the Risalo as a medium through which Karbala remains historically present. Drawing on three years of ethnographic fieldwork at the shrine of Shah Abdul Latif in Bhitshah and related sites in Sindh, the …

Regulation Of Caffeine, Rileigh Gaddini

Gateway Reader- Individual Papers

• The Problem: Public overconsumption of normalized addictive substances like caffeine and sugar results in significant health risks, dependency, and potential cardiac fatalities.

• The Method: An analysis of regulatory policies, product labels, consumer consumption habits, physiological mechanisms, and documented health event case studies.

• Quantitative Finding: The average American daily intake of caffeine is 193 mg, with more than 87% of U.S. adults reporting regular use; the FDA recommended limit for caffeine is 400 mg per day; a 16-ounce Starbucks coffee contains at least 190 mg of caffeine; 70–85% dark chocolate contains 22.7 mg of caffeine per ounce, while …

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Replacing Print With Program: Concerns With Digitizing Classroom Literacy, Alayna Ianiri

Gateway Reader- Individual Papers

• The Problem: Excessive time spent reading on digital devices creates a "screen inferiority effect" where students fail to assign academic importance to digital texts, leading to reduced reading comprehension, standard testing declines, and increased mind-wandering under time constraints.

• The Method: The researcher analyzed an existing study by Ladislao Salmerón and education professors that utilized student data from the National Assessment of Education Progress (NAEP), the Programme for International Student Assessment (PISA), and an MML regression equation method evaluating fourth- and eighth-grade English language arts students.

• Quantitative Finding: The discrepancy in PISA reading comprehension scores between students practicing and drilling on …

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