Digital Commons Network^™

Eye Movements Behaviors In A Driving Simulator During Simple And Complex Distractions, Pradeep Narayana

Master's Projects

Road accidents occur frequently due to driving distractions all around the world. A driving simulator has been created to explore the cognitive effects of distractions while driving in order to address this problem. The purpose of this study is to discover the distraction-causing elements and how they affect driving performance. The simulator offers a secure and regulated setting for carrying out tests while being distracted by different visual distractions, such as solving mathematical equations and number memorizations.

Several trials have been conducted in the studies, which were carried out under varied circumstances like varying driving sceneries and by displaying different …

Twitter Bot Detection Using Nlp And Graph Classification, Warada Jayant Kulkarni

Master's Projects

Social media platforms are one of the primary resources for information as it is easily accessible, low in cost, and provides a high rate of information spread. Online social media (OSM) have become the main source of news information around the world, but because of the distributed nature of the web, it has increased the risk of fake news spread. Fake news is misleading information that is published as real news. Therefore, identifying fake news and flagging them as such, as well as detecting sources that generate them is an ongoing task for researchers and OSM companies. Bots are artificial …

Insecure Deserialization Detection In Python, Aneesh Verma

Master's Projects

The importance of Cyber Security is increasing every single day. From the emergence of new ransomware to major data breaches, the online world is getting dangerous. A multinational non- profit group devoted to online application security is called OWASP, or the Open Web Application Security Project. The OWASP Top 10 is a frequently updated report that highlights the ten most important vulnerabilities to web application security. Among these 10 vulnerabilities, there exists a vulnerability called Software and Data Integrity Failures. A subset of this vulnerability is Insecure Deserialization. An object is transformed into a stream of bytes through the serialization …

Pet Loss And Grieving Strategies: A Systematic Review Of Literature, Ruth E. Cervantes

Master's Projects

The impact that companion animals have on human lives has been explored in many aspects including therapy and emotional support. In some cases, these types of pets have been deemed necessary for pet owners with medical problems. However, pets are not only a medical necessity for some humans, but they are also companions, and most are included as family members. The loss of a pet often brings on intense grief that is not often acknowledged in the workforce. Bereavement leave for immediate family members is a benefit offered to employees, and as we will read in this literature review pet …

On The Memory Scalability Of Spectral Clustering Algorithms, Ran Li

Master's Projects

Spectral clustering has lots of advantages compared to previous more traditional clustering methods, such as k-means and Gaussian Mixture Models (GMM), and is popular since it was introduced. However, there are two major challenges, speed scalability and memory scalability, that impede the wide applications of spectral clustering. The first challenge has been addressed recently by Chen [1] [2] in the special setting of sparse or low dimensional data sets. In this work, we will first review the recent study by Chen that speeds up spectral clustering. Then we will propose three new computational methods for the same special setting of …

Differential Gene Expression Analysis Of Rodent Mammary Tissue Reveals Dysregulation Of Greb1 And An Age-Dependent Response To Spaceflight, Cleoma Arnold

Master's Projects

Life aboard spacecraft poses a danger to astronaut health, with hazards including microgravity, radiation, and enclosed spaces. Research into mitigating these health issues includes analysis of the transcriptome of rodents sent to the International Space Station. This project investigates the effects of spaceflight on the mammary tissue of female mice of two age groups, 10-12 and 32 weeks, in order to assess the impact of age and spaceflight on gene expression in a tissue relevant to female health. Analysis of the OSD-511 dataset from NASA’s Open Science Data Repository utilized a containerized implementation of their RNA-Seq pipeline on the San …

Image-Based Malware Detection Using Convolutional Neural Network Techniques, Brandon Palomino

Master's Projects

In this study, we delve into the realm of malware detection and classification, leveraging the capabilities of different Convolutional Neural Networks (CNNs). Our approach involves transforming executable files into image formats and subsequently applying advanced CNN techniques for image recognition. The study emphasizes the use of two distinct CNN architectures: a traditional CNN model and a modified CNN variant known as a convolutional recurrent neural network (CRNN), each with unique structural and functional attributes. To effectively train these models, we adopt a transfer learning strategy, utilizing pre-existing CNN models that have been extensively trained on large-scale image datasets. This methodology …

Estimating Air Pollution Levels Using Machine Learning, Srujay Rao Devaraneni

Master's Projects

Air pollution has emerged as a substantial concern, especially in developing countries worldwide. An important aspect of this issue is the presence of PM2.5. Air pollutants with a diameter of 2.5 or less micrometers are known as PM2.5. Due to their size, these particles are a serious health risk and can quickly infiltrate the lungs, leading to a variety of health problems. Due to growing concerns about air pollution, technology like automatic air quality measurement can offer beneficial assistance for both personal and business decisions. This research suggests an ensemble machine learning model that can efficiently replace the standard air …

Counter-Story In Machine Learning, Esperanza Huerta Espinosa

Faculty Learning Communities

No abstract provided.

Picturing Oneself In A Space, Nick Szydlowski

Faculty Learning Communities

No abstract provided.

Advancing College Food Security: Priority Research Gaps, Matthew J. Landry, Emily Heying, Zubaida Qamar, Rebecca L. Hagedorn-Hatfield, Mateja R. Savoie-Roskos, Cara L. Cuite, Victoria A. Zigmont, Kendra Oonorasak, Susan Chen

Faculty Research, Scholarly, and Creative Activity

Despite over a decade of both quantitative and qualitative studies, food insecurity among United States college/university students remains a pervasive problem within higher education. The purpose of this perspective piece was to highlight research gaps in the area of college food insecurity and provide rationale for the research community to focus on these gaps going forward. A group of food insecurity researchers from a variety of higher education institutions across the United States identified five thematic areas of research gaps: screening and estimates of food insecurity; longitudinal changes in food insecurity; impact of food insecurity on broader health and academic …

The (Black) Struggle That Must Be: Black Masculinity, Black College Athletes, And Black Mental Health Through A Looking Glass, A. Lamont Williams

Faculty Research, Scholarly, and Creative Activity

In this article, the author describes their mental health struggles tied to Black Masculinity as a (former) Black athlete. In particular, the author focuses on the stigma surrounding mental health in the Black community and the ways in which Blackness, Black masculinity, and mental health battles emulate the (Black) struggle that must be. The author attempts to highlight the complicated nature of mental health struggles, specifically the ways in which suicide is handled in the world of sport and the ways in which the narrative can have juxtaposed racial frameworks. The author moves into and through their own personal experiences …

Misinformation Containment Using Nlp And Machine Learning: Why The Problem Is Still Unsolved, Vishnu S. Pendyala

Faculty Research, Scholarly, and Creative Activity

Despite the increased attention and substantial research into it claiming outstanding successes, the problem of misinformation containment has only been growing in the recent years with not many signs of respite. Misinformation is rapidly changing its latent characteristics and spreading vigorously in a multi-modal fashion, sometimes in a more damaging manner than viruses and other malicious programs on the internet. This chapter examines the existing research in natural language processing and machine learning to stop the spread of misinformation, analyzes why the research has not been practical enough to be incorporated into social media platforms, and provides future research directions. …

Algorithms And Their Affordances: How Crowdworkers Manage Algorithmic Scores In Online Labour Markets, Francesca Bellesia, Elisa Mattarelli, Fabiola Bertolotti

Faculty Research, Scholarly, and Creative Activity

On online labour platforms, algorithmic scores are used as indicators of freelancers' work quality and future performance. Recent studies underscore that, to achieve good scores and secure their presence on platforms, freelancers respond to algorithmic control in different ways. However, we argue, to fully understand how freelancers deal with algorithmic scores, we first need to investigate how they interpret scores and, more specifically, what scores can do for them, i.e., perceived algorithmic affordances and constraints. Our interviews and other qualitative data collected with knowledge intensive gig workers on a major platform allow us to explain how the perceived affordances of …

Dispersal And Coastal Geomorphology Limit Potential For Mangrove Range Expansion Under Climate Change, Jacqueline L. Raw, Tom Van Der Stocken, Dustin Carroll, Linda R. Harris, Anusha Rajkaran, Lara Van Niekerk, Janine B. Adams

Faculty Research, Scholarly, and Creative Activity

Latitudinal range limits for mangroves on high-energy, wave-dominated coasts are controlled by geomorphological features and estuarine dynamics. Mangroves reach a southern global range limit along the South African coastline, but the distribution is patchy, with stands occurring in only 16% of the estuaries in the region. Yet, the persistence of forests planted >50 years ago beyond the natural distribution limit suggests that additional estuaries could support mangroves. Understanding regional drivers is necessary to inform global-scale estimates for how this important ecosystem is predicted to respond to climate change. Here, we combine species distribution modelling (MaxEnt), Lagrangian particle tracking using an …

Dynamic Density Functional Theory Of Multicomponent Cellular Membranes, L. G. Stanton, T. Oppelstrup, T. S. Carpenter, H. I. Ingólfsson, M. P. Surh, F. C. Lightstone, J. N. Glosli

Faculty Research, Scholarly, and Creative Activity

We present a continuum model trained on molecular dynamics (MD) simulations for cellular membranes composed of an arbitrary number of lipid types. The model is constructed within the formalism of dynamic density functional theory and can be extended to include features such as the presence of proteins and membrane deformations. This framework represents a paradigm shift by enabling simulations that can access length scales on the order of microns and time scales on the order of seconds, all while maintaining near fidelity to the underlying MD models. These length and time scales are significant for accessing biological processes associated with …

Tesol Programs In Flux, Priyanvada Abeywickrama, Stefan Frazier, David Malinowski, Scott Phillabaum

Faculty Research, Scholarly, and Creative Activity

TESOL graduate programs in the U.S. have seen a steady decline in international and domestic student applications over the past several years. Among the possible causes of this decline are economic turmoil, changing immigration policies and politics, and broader social turbulence, issues that were present before the COVID-19 pandemic but which have been exacerbated by its persistence, forever changing education and learning. As we look forward, TESOL graduate programs must rethink, re-envision, and reconsider how they prepare teachers for a changing world. This chapter discusses ways that two well-established graduate TESOL programs have confronted the changes mentioned above, and presents …

Alzheimer’S Disease (Ad) Knowledge In Korean Americans: Identifying Knowledge Gaps And Misconceptions And Examining Predictors Of Ad Knowledge, Sang E. Lee, Michin Hong, Banghwa L. Casado

Faculty Research, Scholarly, and Creative Activity

Objectives: This study examined Alzheimer’s disease (AD) knowledge and its predictors among Korean Americans (KAs). Design: Convenience sampling was used to recruit KAs in the Greater Washington metropolitan area. A total of 268 KAs participated in the study and completed a cross-sectional survey in 2014. Using the Alzheimer’s Disease Knowledge Scale (ADKS), overall and domain knowledge was assessed. Multiple regression analyses were conducted for overall and domain knowledge with predictors including exposure to AD, social engagement, sources and frequency of health-related information, stigmatic beliefs (pity, antipathy, and social distance), English proficiency, and education. Results: KAs reported a 59% accuracy in …

Conceptualizing Socio-Emotional Disablism: A Duoethnography Of Crohn’S Disease And Ocd During Covid-19, Kristen L. Cole, Brandi Lawless

Faculty Research, Scholarly, and Creative Activity

We utilize duoethnography to help readers better understand the constitutive nature of disability in the contexts of chronic illness and mental health. By doing so, we articulate the concept of socio-emotional disablism, which expands structural and psycho-emotional theories of disablism to account for the ways socio-material interactions trigger emotion-work—the communicative labor and fatigue that accompanies negotiating our own emotions as well as the emotions of others in disabling contexts—thus limiting relational and ideological engagement with disability. We conclude by discussing what the concept of socio-emotional disablism teaches us about how to build more inclusive social futures through deeper interpersonal engagement …

How Many Non-Isospectral Integral Circulant Graphs Are There?, Katja Mönius, Wasin So

Faculty Research, Scholarly, and Creative Activity

The answer to the question in the title is contained in the following conjecture by So [Discrete Math. 306 (2006), 153–158]: There are exactly 2τ(n)−1 non-isospectral integral circulant graphs of order n, whereτ(n) is the number of divisors of n. In this paper we review some background about this conjecture, which is still open. Moreover, we affirm this conjecture for some special cases of n, namely,n = pk,pqk,p2q with primes 2 ≤ p

Network Anatomy In Logopenic Variant Of Primary Progressive Aphasia, Maria Luisa Mandelli, Diego L. Lorca-Puls, Sladjana Lukic, Maxime Montembeault, Andrea Gajardo-Vidal, Abigail Licata, Aaron Scheffler, Giovanni Battistella, Stephanie M. Grasso, Rian Bogley, Buddhika M. Ratnasiri, Renaud La Joie, Nidhi S. Mundada, Eduardo Europa, Gil Rabinovici, Bruce L. Miller, Jessica De Leon, Maya L. Henry, Zachary Miller, Maria Luisa Gorno-Tempini

Faculty Research, Scholarly, and Creative Activity

The logopenic variant of primary progressive aphasia (lvPPA) is a neurodegenerative syndrome characterized linguistically by gradual loss of repetition and naming skills resulting from left posterior temporal and inferior parietal atrophy. Here, we sought to identify which specific cortical loci are initially targeted by the disease (epicenters) and investigate whether atrophy spreads through predetermined networks. First, we used cross-sectional structural MRI data from individuals with lvPPA to define putative disease epicenters using a surface-based approach paired with an anatomically fine-grained parcellation of the cortical surface (i.e., HCP-MMP1.0 atlas). Second, we combined cross-sectional functional MRI data from healthy controls and longitudinal …

Investigating The Factor Structure And Measurement Invariance Of The Eating Disorder Examination-Questionnaire (Ede-Q) In A Community Sample Of Gender Minority Adults From The United States, Jason M. Nagata, Emilio J. Compte, F. Hunter Mcguire, Tiffany A. Brown, Jason M. Lavender, Stuart B. Murray, Matthew R. Capriotti, Annesa Flentje, Micah E. Lubensky, Mitchell R. Lunn, Juno Obedin-Maliver

Faculty Research, Scholarly, and Creative Activity

Objective: The Eating Disorder Examination-Questionnaire (EDE-Q) is one of the most widely used self-report assessments of eating disorder symptoms. However, evidence indicates potential problems with its original factor structure and associated psychometric properties in a variety of populations, including gender minority populations. The aim of the current investigation was to explore several previously published EDE-Q factor structures and to examine internal consistency and measurement invariance of the best-fitting EDE-Q model in a large community sample of gender minority adults. Methods: Data were drawn from 1567 adults (337 transgender men, 180 transgender women, and 1050 gender-expansive individuals) who participated in The …

Homelessness And Water Insecurity In The Global North: Trapped In The Dwelling Paradox, Katie Meehan, Melissa Beresford, Fausto Amador Cid, Lourdes Johanna Avelar Portillo, Anna Marin, Marianne Odetola, Raul Pacheco-Vega

Faculty Research, Scholarly, and Creative Activity

In this article, we introduce the “dwelling paradox” to explore how the state actively produces water insecurity for people experiencing homelessness in the Global North. We explain that the dwelling paradox is (1) produced by a modernist ideology of public service delivery that privileges water provision through private infrastructural connections in the home; (2) is reproduced by the welfare-warfare state, which has increasingly weaponized public water facilities and criminalized body functions in public space; and (3) is actively contested by some houseless communities, who challenge hegemonic ideals of the “home”—and its water infrastructure—as a private, atomized space. In advancing a …

Beta Cortical Oscillatory Activities And Their Relationship To Postural Control In A Standing Balance Demanding Test: Influence Of Aging, Yang Hu, Steven J. Petruzzello, Manuel E. Hernandez

Faculty Research, Scholarly, and Creative Activity

Background: Age-related changes in the cortical control of standing balance may provide a modifiable mechanism underlying falls in older adults. Thus, this study examined the cortical response to sensory and mechanical perturbations in older adults while standing and examined the relationship between cortical activation and postural control. Methods: A cohort of community dwelling young (18–30 years, N = 10) and older adults (65–85 years, N = 11) performed the sensory organization test (SOT), motor control test (MCT), and adaptation test (ADT) while high-density electroencephalography (EEG) and center of pressure (COP) data were recorded in this cross-sectional study. Linear mixed models …

Maximizing External Action With Information Provision Over Multiple Rounds In Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, Genya Ishigaki

Faculty Research, Scholarly, and Creative Activity

Online social networks have increased their impact on the real world, which motivates information senders to control the propagation process of information to promote particular actions of online users. However, the existing works on information provisioning seem to oversimplify the users? decision-making process that involves information reception, internal actions of social networks, and external actions of social networks. In particular, characterizing the best practices of information provisioning that promotes the users? external actions is a complex task due to the complexity of the propagation process in OSNs, even when the variation of information is limited. Therefore, we propose a new …

Controlling Neocortical Epileptic Seizures Using Forced Temporal Spike-Time Stimulation: An In Silico Computational Study, Joseph Schmalz, Rachel V. Quinarez, Mayuresh V. Kothare, Gautam Kumar

Faculty Research, Scholarly, and Creative Activity

Epileptic seizure is typically characterized by highly synchronized episodes of neural activity. Existing stimulation therapies focus purely on suppressing the pathologically synchronized neuronal firing patterns during the ictal (seizure) period. While these strategies are effective in suppressing seizures when they occur, they fail to prevent the re-emergence of seizures once the stimulation is turned off. Previously, we developed a novel neurostimulation motif, which we refer to as “Forced Temporal Spike-Time Stimulation” (FTSTS) that has shown remarkable promise in long-lasting desynchronization of excessively synchronized neuronal firing patterns by harnessing synaptic plasticity. In this paper, we build upon this prior work by …

Where Do Community College Students Go For Their Reference Management Needs: Findings From A Survey Study, Ajatshatru Pathak, Sarah Johnson

Library Philosophy and Practice (e-journal)

This research article reports the findings of a survey that was conducted at two community colleges affiliated with a large public university system in the Northeast of the United States. A survey was to explore community college students’ citation management help- seeking habits. Findings suggest that respondents were more likely to utilize Purdue University’s Online Writing Lab (OWL) website for reference management help than other resources. The results also show the impact of various factors (i.e., institution, academic level, undergraduate class level, field of study, age, gender, race/ethnicity, and user type) on students’ citation help -seeking practices. Significant statistical associations …

Dissemination Of Agro-Based Information By Telecentres Among Selected Rural Farmers In Tanzania With A Focus On Moshi Rural District, Kilimanjaro Region, Neema Florence Mosha Dr, Edith Talina Luhanga Dr, Pascal Nade Dr, Patrick Ngulube Prof

Library Philosophy and Practice (e-journal)

The study assessed the role of Telecentres in the dissemination of agro-based information among selected farmers in rural areas of Tanzania. A cross-sectional study design was conducted in Moshi Rural District, in Kilimanjaro Region, Tanzania. A total of 442 rural farmers aged 21-60 years were randomly selected as study respondents. Questionnaires were used to collect data from respondents. The study found that 205 (55%) respondents were not aware of the existence and services offered among Telecentres, whereas only 12 (7%) respondents reported visiting Telecentres once per day, and 70 (41%) once per year. A total of 140 respondents selected computer …

Challenges And Prospects Of Library And Information Services In Academic Libraries In Nigeria, Josiah Chukwumaobi Nworie, Elvis Uchenna Ubochi, Charity Iwuchukwu, Chioma Chinyere Njoku

Library Philosophy and Practice (e-journal)

Every activity that is being done and carried out in the library is aimed at delivering services to the users and the community that is hosting the library. The services that libraries render cannot be overemphasized especially the Academic library. Their advantages are numerous and help towards the growth and development of the society. Libraries have continued to evolve since its operation, and the emergence of Information and Communication Technologies (ICTs) has changed alot about librarianship all over the world. Many new concepts are being introduced, yet, not without their challenges and prospects. No academic library is devoid of challenges; …

Application Of Icts In Federal University Lokoja Library, Ayooluwa Aregbesola, Juliet Omale, Dauda Yahaya

Library Philosophy and Practice (e-journal)

This research study, application of ICT in newly Established Federal University Library in Nigeria; a case study of Federal University Lokoja. The research was guided by five research questions. Survey research method was used and questionnaire was the instrument for data collection. Mean scores where used to analyze the data generated. From the analyzed data, it was discovered that ICTs are averagely applicable though it has enormously benefited some library services in Federal University Lokoja, Library. The challenges identified were inadequate ICT facilities, Epileptic power supply and poor network facilities. In consonant with the vision of Federal University Lokoja Library, …