Digital Commons Network^™

Internet Of Things And Modern Digital Evidence Collection, Muhammad T. Haider

Student Theses

The ever-evolving landscape of technology and its innovations are populating our houses, streets and all kinds of industries. The use of smart devices is booming from most developed nations to underdeveloped countries. The complications which come with the use of the Internet of Things has been an active discussion for the past many years. If we look around in a room of 30 people, we will most likely find double the amount of IoT devices than the people in that room. All of those devices are connected to the Internet, and are communicating with data servers across the world. The …

Arican - Anth24600 Middle Eastern And North African Societies And Cultures Syllabus, Alize Arican

Open Educational Resources

No abstract provided.

Making Alma Analytics Work For Resource Sharing: A Discussion & Demo, Tokunbo Adeshina, J. Silvia Cho

Publications and Research

In this workshop, we explored how to query, reconcile, and create visualizations for Alma statistics, both separately and in combination. Key takeaways included techniques for building queries to obtain actionable data that could be used in conjunction with data from other platforms.

Improved Rational Approximations Of Pi, Nelson Carella

Publications and Research

The irrationality exponent of a real number α is defined by maximal value μ(α) ≥ 1 such that the inequality |p/q − α| < 1/qμ(α) is true for finitely many rational approxi- mations by relatively prime pairs p/q. The earliest result introduced the upper bound μ(π) ≤ 42 for the irrationality exponent of π. Subsequently, it was improved by many authors. The more recent result introduced the improved upper bound μ(π) ≤ 7.6063. This note introduces an improved irrationality exponent μ(π) ≤ 3. The optimal value is expected to be μ(π) = 2.

Gallic, Aconitic, And Crocetin Acids As Potential Tnf Modulators: An Integrated Study Combining Molecular Docking, Dynamics Simulations, Admet Profiling, And Gene Expression Analysis, Adolat Manakbayeva, Ahdrey P. Bogoyavlenskiy, Timur Kerimov, Igor Yershov, Pavel Alexyuk, Madina Alexyuk, Vladimir Berezin, Vyacheslav Dushenkov

Publications and Research

Organic acids, as natural metabolites, play crucial roles in human metabolism and health. Tumor Necrosis Factor (TNF), a pivotal mediator in immune regulation and inflammation, is a key therapeutic target. We evaluated ten organic acids as TNF modulators using in silico molecular docking, followed by detailed ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) profiling and molecular dynamics (MD) simulations for three lead candidates: gallic, aconitic, and crocetin acids. Their effects on TNF gene expression were then assessed in vivo using a mouse leukocyte model. The in silico results indicated that crocetin had the highest TNF binding affinity (−5.6 to −4.6 …

Exploring Adversarial Threats To Neuralhash: A Perceptual Hashing Algorithm, Gurleen Kaur

Student Theses

Perceptual hashing algorithms are algorithms that generate content-based image hashes by extracting perceptual features from the images. Unlike cryptographic hashes, which exhibit significant changes with even slight input alterations, perceptual hashes do not change when modifications like compression, color correction and brightness are applied to the images. These hashes are designed to remain similar for inputs that are visually or perceptually alike, which has led to their widespread application in detecting duplicate images, finding similar images for reverse image search and to detecting inappropriate content of Child sexual abuse (CSAM) images by comparing image hashes with dataset of known perceptual …

Engaging For A Sustainable Manufacturing: The Power Of Adaptive Leadership In Industry 5.0, Rizwana Rasheed, Aamir Rashid, Abdul Hafaz, Rashid Hashmi

Publications and Research

In today’s highly competitive and rapidly evolving business environment, organizations must continuously adapt to technological advancements and market volatility. This study examines how adaptive leadership influences sustainable manufacturing through employee engagement, with employee wellbeing as a mediator and mindfulness as a moderator. Using data from 1,388 U.S. manufacturers and PLS-SEM analysis, the research confirms that adaptive leadership positively impacts sustainable manufacturing through engaged employees and enhanced wellbeing. Additionally, employee mindfulness significantly strengthens the relationship between adaptive leadership and engagement. These findings highlight the importance of leadership styles that foster employee participation and mental wellbeing in achieving long-term manufacturing sustainability. The …

Targeting Poor Solubility Of Docetaxel: Computational Screening Of Ionic Liquids Using Cosmo-Rs, Najihah Mohd Noor, Amal A.M. Elgharbawy, Huma Warsi Khan, Yumi Zuhanis Has-Yun Hashim, Muhammad Moniruzzaman, Mohd Firdaus Abd. Wahab, Hamzah Mohd Salleh, Siti Nur Idayu Matusin

Publications and Research

Docetaxel (DTX), a chemotherapeutic agent widely used in cancer treatment, has limited therapeutic efficacy owing to its poor oral absorption and low bioavailability. This study aims to improve DTX solubility by predicting its compatibility with ionic liquids (ILs) using conductor-like screening model for real solvents (COSMO-RS) computational modelling. A library of 340 ILs comprising 17 cations and 20 anions was screened for their potential to dissolve DTX, with a particular focus on imidazolium-based ILs that enhance its solubility and pertinence to cytotoxic applications. Computational analysis identifies ILs containing cations such as 1-methylimidazolium [MIM] and 1,3-dimethylimidazolium [DMIM] and anions such as …

Thrombocytopenia In Patients With Plasmodium Vivax In Colombia Is Associated With Anti-Phosphatidylserine Autoantibodies And Il-6, Ifnγ, Il-10 And Tgf-Β, María Camila Velasco-Pareja, Catalina Tovar-Acero, Miriam E. Cantero Guevara, Ana Rodriguez, Juan Rivera-Correa, María Fernanda Yasnot-Acosta

Publications and Research

Plasmodium vivax is the most widely distributed human protozoan in the world. It is a causative agent of malaria, with thrombocytopenia being a frequent complication. This study aimed to evaluate the effect of P. vivax infection on plasma cytokine/chemokine levels and anti-phosphatidylserine (anti-PS) autoantibodies, to explore their potential role in thrombocytopenia during P. vivax malaria in Córdoba, Colombia. We included patients with P. vivax malaria and thrombocytopenia (MT); patients with malaria without thrombocytopenia (M) and healthy controls (HC). Plasma cytokines/chemokines (IL-2, IL-4, IL-1β, TNF-α, IL-17A, IL-6, IL-10, IFNγ, IL-12p70, TGF-β1/IP-10, MCP-1, IL-8) were quantified. Evaluation of autoantibodies was performed by …

Collaborative Class Zine: Weekly Reflection Assignment With Powerpoint Template, Brett Whysel

Open Educational Resources

Abstract

This collaborative class zine assignment uses a shared PowerPoint format to deepen student learning while building community. Students contribute visual reflections (graphics, diagrams, quotes, or doodles) weekly or periodically throughout the semester. Faculty provide reflection prompts about key takeaways and unclear concepts (sample prompts included). The resource includes both sample LMS instructions and a ready-to-use PowerPoint zine template that works across all disciplines. By combining metacognitive reflection with creative expression, students consolidate learning by finding new connections and applications. The collaborative format creates community connections and joy while students learn from peers' diverse perspectives.

Liberalism And Lockdowns, D. Robert Macdougall

Publications and Research

Some authors have argued that liberalism cannot support lockdowns because it cannot engage in collective welfare-type reasoning. Others have thought that liberalism can justify lockdown measures, but that legitimate lockdown measures must be based on pre-legal moral principles that set acceptable limits to the imposition of risk or forbid contributing to collective harm. In this essay, I assess the overall relationship between liberalism and lockdowns. Against the first interpretation of liberalism, I argue in favor of the idea that lockdowns can be justified by liberalism. Liberalism protects the liberty of each and so can presumably protect persons from some kinds …

Computational Thinking As A Novel Framework For Enhancing Cognitive Organization In Older Adults With Cognitive Frailty (Letter To The Editor), Daisuke Akiba

Publications and Research

As aging populations grow, especially in high-income nations, the burden of dementia-related care continues to escalate both economically and socially. In response, this article introduces Computational Thinking (CT) as a novel, non-pharmacological framework to support cognitive organization in older adults experiencing cognitive frailty. Though CT has gained traction in fields like PK-16 education, including special education, for enhancing executive function and problem-solving, it has not yet been applied to geriatric- or memory-care contexts. This perspective proposes that CT’s core components (i.e., decomposition, pattern recognition, abstraction, and algorithmic thinking) may align with residual cognitive strengths in mild-to-moderate dementia, offering a strengths-based, …

Introduction To Sociology: Research, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract:

This chapter explores the profound influence of sociology on understanding community dynamics and its crucial role in societal planning. It reviews how sociological research methods, ranging from qualitative interviews and ethnographic studies to quantitative data analysis, enable researchers to interpret social phenomena, predict trends, and inform policy decisions. Emphasizing the significance of data collection, analysis, and ethical considerations, the chapter highlights the importance of integrating multiple research methods, such as surveys, interviews, experiments, ethnography, and historical analysis, to capture the complexity of human behavior. Through a case study investigating poverty among Black individuals in the United States, the narrative …

"Chatgpt Told Me To Say It": Ai Chatbots And Class Participation Apprehension In University Students, Daisuke Akiba

Publications and Research

The growing prevalence of AI chatbots in everyday life has prompted educators to explore their potential applications in promoting student success, including support for classroom engagement and communication. This exploratory study emerged from semester-long observations of class participation apprehensions in an introductory educational psychology course, examining how chatbots might scaffold students toward active and independent classroom contribution. Four students experiencing situational participation anxiety voluntarily participated in a pilot intervention using AI chatbots as virtual peer partners. Following comprehensive training in AI use and prompt design given to the entire class, participants employed systematic consultation frameworks for managing classroom discourse trepidations. …

Characterization Of Dna Background On Duct Tape Stored In Domestic Environments, Elaan A. Lukasiewicz

Student Theses

With lower detection limits for forensic DNA analysis, it is important to have a better understanding of background DNA levels unrelated to the crime to facilitate accurate data interpretation. Duct tape is used in crimes, e.g. to bind victims and seal drug packaging, and may be tested for DNA. To determine DNA background levels, twelve volunteers were recruited to donate a used roll of duct tape from their home. The duct tape was divided into three areas: inside, outside, and sides of the roll, and swabbed for DNA. The average concentration of DNA was determined for the inside (0.0723 ng/µL …

Ideal Mathematical Pendulum: Examples Of Physics Problem Conditions Expressed Primarily Through Diagrams, Vasiliy Znamenskiy

Open Educational Resources

This article explores an innovative approach to physics education centered on the formulation of problems using visual diagrams with minimal textual description. Departing from traditional word-heavy methods, the proposed technique leverages schematic drawings as the primary mode of problem presentation. This visual-first strategy facilitates intuitive understanding, promotes spatial reasoning, and supports the development of abstract thinking in students. The method is especially effective in diverse classrooms where language barriers may hinder comprehension. By engaging learners through image-based tasks, the approach reduces cognitive load, fosters independent discovery of physical principles, and enhances overall conceptual clarity. Examples from mechanics and oscillations illustrate …

Can We Discover Physical Models Using Machine Learning? A Case Study Of Galaxy Sizes, Festa Buçinca-Çupallari, Ariyeh Maller, Viviana Acquaviva, Austen Gabrielpillai, Rachel S. Somerville

Publications and Research

We explore the ability of machine learning methods to discover underlying equations of physics by searching for the equations governing galaxy size in a semianalytic model. This case study allows us to evaluate the process as we know the ground truth. We find that we fail to find an equation to predict galaxy size on the entire data set, but are successful when we separate out disk galaxies where we expect the physics driving galaxy size to be different than in bulge-dominated systems. We are also able to find an equation for bulge size, but not without adding an additional …

The Storm They Didn’T See Coming, Qamar Bazar

Publications and Research

The Storm They Didn’t See Coming is a personal story about what it feels like to chase success and still feel like it’s not enough. I discuss the pressure I put on myself, how difficult it is to slow down, and the fear of falling behind. It’s about trying to be proud of where I am while still wanting more, and learning that it’s okay to not have everything figured out. This piece is for anyone who's ever felt like they had to keep proving themselves just to feel worthy.

Str Analysis Performance Comparison For Two Capillary Electrophoresis Instruments: The Seqstudio And The 3500 Genetic Analyzers, Yana Leichyk

Student Theses

This study compares the performance of two capillary electrophoresis instruments—the SeqStudio™ Genetic Analyzer and the 3500™ Genetic Analyzer—for forensic short tandem repeat (STR) analysis. Using the GlobalFiler STR kit and certified reference material (SRM 2391d), five key performance metrics were evaluated: sizing precision, signal reproducibility, detection sensitivity, mixture resolution, and overload tolerance. STR profiles were generated from single-source and mixture samples with DNA inputs ranging from 500 pg to 15.6 pg. Both instruments met the < 0.15 bp sizing precision requirement for forensic casework. Signal reproducibility tests showed that the SeqStudio often produced higher average RFU values, but with greater variability, while the 3500 demonstrated more stable signal performance across days and samples. Mixture detection was effective on both platforms up to 1:10 ratios. Dropout of minor alleles began to appear at 1:20 ratios, especially in green and yellow dye channels, on both instruments. Sensitivity studies confirmed full profile recovery down to 62.5 pg, with increasing allelic and locus dropout at lower inputs. Enhanced injection voltage (1.5 kV) did not improve low-template performance. In overload testing (1–5 ng input), the 3500 maintained a consistent signal output, while the SeqStudio exhibited signal suppression at 5 ng, likely due to internal normalization. The SeqStudio exhibited better spectral overlap compensation, with fewer occurrences of spectral bleed-through artifacts. These findings support the use of both platforms in forensic casework, while emphasizing the importance of platform-specific calibration and analytical threshold settings for optimal performance.

Feels Like Home, Qamar Bazar

Publications and Research

Feels Like Home is a personal poem about what home means and how it lives in our memories, culture, and the people we love, even when the physical place feels far or out of reach. With everything happening around the world, especially in places like Gaza and across Palestine, this poem is a reminder that home is something we carry in our language, our food, our traditions, and our stories. It explores themes of identity, belonging, and what it feels like to be rooted in a place you may not always get to return to. I wanted this piece to …

Introduction To Sociology: Deviance And Crime, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper explores the multifaceted concepts of deviance and crime by synthesizing major theoretical perspectives and contemporary research findings. Beginning with the fluid and culturally contingent nature of deviance, the discussion highlights how social norms, historical context, and power structures define what is considered deviant behavior. It examines the influence of economic elites on moral and legal standards, drawing on Marxist analyses, and considers the impact of societal labeling on personal identity through Lemert’s labeling theory.

The paper then delves into biological foundations of criminality, reviewing Lombroso’s atavism theory and modern research on genetic predispositions, including twin, adoption, and …

Introduction To Sociology: Race And Ethnicity, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract: This paper critically examines the phrase "one nation, indivisible" from the Pledge of Allegiance in light of the complex realities of race, ethnicity, and immigration in the United States. While the pledge asserts a unified national identity, this ideal is frequently undermined by systemic social, economic, and political divisions. Drawing from multicultural and sociopolitical frameworks, the paper explores how the lived experiences of marginalized groups—particularly racial and ethnic minorities and immigrant communities—reveal a fragmented national reality. The analysis engages with the implications of the 1965 Immigration Act, which, despite dismantling explicitly racist immigration quotas, restructured racial inequalities through new …

8-Page Zine Extra Credit Assignment, Ricaute Rogers

Open Educational Resources

This is an 8-page minizine extra credit assignment that put into practice the concepts learned in CIS100.

Introduction To Sociology: Socialization, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper offers a comprehensive examination of socialization and identity development through a comparative lens, focusing on American, Chinese, and Japanese cultures. It explores how distinct cultural values—individualism, loyalty, and cooperation—shape personal and collective identities from childhood through old age. Utilizing the life course perspective, the analysis considers how factors such as generation, socioeconomic status, race, and gender influence the trajectory of human development. The evolution of childhood is traced across historical and cultural contexts, highlighting shifting perceptions, the impact of industrialization on children's roles, and the persistent influence of class and ethnicity on access to education and well-being. …

Introduction To Sociology: Sociology - An Introduction, Dr. Marcia Morrison Ph.D.

Open Educational Resources

This comprehensive overview explores the foundational concepts, historical evolution, and seminal theorists of sociology, tracing its origins from the transformative revolutions of the 18th and 19th centuries to its modern-day significance. Central themes include the sociological imagination of C. Wright Mills, the complex interplay between individual experience and societal structure, and the pivotal roles of social structure, action, functional integration, power, and culture in shaping human relations. The discussion highlights the lasting contributions of early sociologists such as Auguste Comte, Adam Smith, Karl Marx, Émile Durkheim, Max Weber, and George Herbert Mead, examining how their theories continue to inform contemporary …

Introduction To Sociology: Interaction And Social Structure, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper explores the intricate interplay between micro- and macro-sociological perspectives on social interaction, identity, and structure. Through an examination of theoretical approaches such as symbolic interactionism, dramaturgy, and social exchange, it highlights how individuals construct and perform identities within complex webs of social expectations—particularly shaped by factors like race, status, and role dynamics. The discussion extends to the function of social networks in influencing opportunities, notably in the context of employment, underscoring the nuanced role of weak ties. The analysis further delves into the significance of social status, distinguishing between ascribed, achieved, master, and salient statuses, and examines …

Introduction To Sociology: The Family, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper explores the evolving landscape of modern family structures, analyzing their diverse forms, core functions, and the challenges they face within contemporary society. Drawing on recent research and theoretical frameworks, it examines the transformation of parenthood—especially single fatherhood—the shifting definitions of family and kinship, and the influence of family structure on emotional security, socialization, and reproductive roles. The discussion highlights the rise of dual-career households, increased grandparental involvement, the complexities of blended and single-parent families, as well as the growing acceptance of cohabitation and child-free couples. Special attention is given to persistent social problems, such as the cycles …

Introduction To Sociology: Sex And Gender, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper explores the complex interplay between sex and gender, focusing on how societal structures, historical contexts, and cultural norms shape gender roles and expectations. Drawing on the works of influential theorists such as Margaret Mead and researchers like Maccoby and Jacklin, the discussion distinguishes between biological sex differences and socially constructed gender distinctions. The analysis highlights the pervasive influence of gender socialization through agents such as family, peers, educational institutions, and media, which collectively reinforce stereotypes and stratify opportunities for individuals. The evolution of gender stratification is traced from the post-World War II era to the present, documenting …

Introduction To Sociology: Culture, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

A Synthesis of Sociological Perspectives on Culture and Social Evolution This paper provides an in-depth exploration of culture as a foundational element in the study of sociology, dissecting its central components—knowledge, language, symbols, values, norms, and material objects—and their profound impact on society. Through the examination of cultural integration and diversity, the analysis foregrounds the dynamic tensions between assimilation and the preservation of subcultures, illustrating how these forces shape identities, relationships, and social cohesion in contemporary contexts. The discussion offers nuanced insights into the processes by which dominant and minority cultures interact, negotiate power, and navigate the challenges of …

Introduction To Sociology: Class And Stratification, Dr. Marcia Morrison Ph.D.

Open Educational Resources

Abstract

This paper explores the intricate dynamics of class, stratification, and social inequality, emphasizing the interplay of wealth, power, and prestige in shaping individual opportunities and societal outcomes. Drawing on foundational theories from Marxist and functionalist perspectives, it examines the mechanisms by which economic and social structures reinforce or challenge class divisions. The analysis extends to the evolution of American economic disparity, particularly during the transformative 1980s, and examines policies aimed at addressing poverty, such as those articulated by Sar Levitan and the implementation of the Social Security Act. Through a nuanced discussion of cultural capital, the role of …