Digital Commons Network^™

“Would You Rather Have It Be Accurate Or Diverse?” How Male Middle-School Students Make Sense Of Algorithm Bias, Golnaz Arastoopour Irgens, Jacoya Thompson

Publications

As data-driven decisions become more ubiquitous, it will be critical for youth to understand the impacts of algorithm bias. In this study, we discuss the design of an extra-curricular data science program and examined how the participants (12 males, ages 11 - 13) made sense of algorithm bias and discrimination. We conducted a critical discourse analysis on one classroom discussion. Results suggest that participants showed initial understandings that algorithms contain biases that may perpetuate discrimination.

Identity Negotiation Of Pre-Service Teachers Of English As A Foreign Language, Hazel Vega, Golnaz Arastoopour Irgens

Publications

The study of teacher identity has gained prominence in English as a foreign language (EFL) teaching. However, the construction of EFL teacher identity is underresearched, particularly how teachers navigate dominant discourses around native non-native speakers. This paper presents a qualitative study examining four pre-service teachers in an EFL education program. Grounded in the community of practice identity negotiation framework, results suggest that EFL pre-service teachers’ processes of identity negotiation mainly resided somewhere between adoption and rejection of legitimate practices in the EFL teacher community, in what we call a zone of tension. The findings of this research indicate that pre-service …

Coextensive Space: Virtual Reality And The Developing Relationship Between The Body, The Digital And Physical Space, Michael Saker, Jordan Frith

Publications

Virtual Reality (VR) has traditionally required external sensors placed around a designated play space. In contrast, more recent wired and wireless systems, such as the Oculus Rift S (released in March 2019) and the Oculus Quest (released in May 2019) use cameras located on the outside of these devices to monitor their physical position. Users can now mark out a physical space that is then digitally tracked within their display. Once a play space has been established, users are alerted if they come close to breaching this boundary by the visual inclusion of a grid. Should this threshold be breached, …

From Degree To Chief Information Security Officer (Ciso): A Framework For Consideration, Wendi M. Kappers, Martha Nanette Harrell,

Publications

Educational entities are establishing program degree content designed to ensure cybersecurity and information security assurance skills are adequate and efficient for preparing students to be successful in this very important field. Many Master’s level programs include courses that address these skills in an attempt to provide a well-rounded program of study. However, undergraduates who are in the practitioner’s world have other alternatives to gain these skills. These individuals can gain various certifications, such as the Certified Information Systems Security Professional (CISSP) or the Certified Information Security Manager (CISM). Due to a perceived gap between academics and field knowledge, it appears …

Safety Management System Implementation Planning, David Thirtyacre

Publications

No abstract provided.

Gaining Insight Into Transition And Progression Of Students On The Autism Spectrum - Discover A Transition Programme With A Difference, Laura Coleman, Annie Cummins, Julie O'Donovan

Publications

Autism is a neurodevelopment condition that is ‘characterised by qualitative impairments in social communication and social interaction across contexts and a repetitive or restricted pattern of interest, behaviour and activity’ (Lambe, 2019:1531). According to the autistic rights movement, ‘autistic people are not disconnected from the world around them, they are differently connected to it’ (Leveto, 2018 :3). Over the last number of years, there has been a move away from defining autism as a ‘disorder’ and towards redefining it as a ‘difference’ (Ring et al, 2018). In this paper, the terms ‘autism’ or ‘on the spectrum’ …

First & Second Cycles Final Report For: Educational And Workforce Development Through Creation Of Programs In Transportation To Generate Future Careers For Our Students In Navajo Nation Region, Gholam Ehteshami

Publications

Navajo Technical University (NTU) in New Mexico, has made a partnership with the Tran-SET regional center at Louisiana State University, LSU. We have provided learning and training the Native American students in transportation-related Industries to some of STEM students at NTU through these partnerships opportunities. The program was designed and supported by Native American students from high school to STEM undergraduate students. The program was implemented accordingly with four main components: (1). Selected eligible and interested Native American student to paid summer internships to the field and facilities of transportations industries and participate in research summer at LSU. (2). Directed …

Semi-Lagrangian Implicit Bhatnagar-Gross-Krook Collision Model For The Finite-Volume Discrete Boltzmann Method, Leitao Chen, Sauro Succi, Xiaofeng Cai, Laura Schaefer

Publications

In order to increase the accuracy of temporal solutions, reduce the computational cost of time marching, and improve the stability associated with collisions for the finite-volume discrete Boltzmann method, an advanced implicit Bhatnagar-Gross-Krook (BGK) collision model using a semi-Lagrangian approach is proposed in this paper. Unlike existing models, in which the implicit BGK collision is resolved either by a temporal extrapolation or by a variable transformation, the proposed model removes the implicitness by tracing the particle distribution functions (PDFs) back in time along their characteristic paths during the collision process. An interpolation scheme is needed to evaluate the PDFs at …

Application Of Mounting Personal Pid Voc Sensors To Small Unmanned Aircraft Systems To Aid First Responders, Cheri Marcham

Publications

Small Unmanned Aerial Systems in Emergency Response

• Current sUAS Uses
• Search and rescue
• Thermal imaging
• Evaluating structural stability
• Spread of wildfires
• Storm damage

Fast Summarizing Algorithm For Polygonal Statistics Over A Regular Grid, Scott Haag, David G. Tarboton, Martyn Smith, Ali Shokoufandeh

Publications

We describe a data structure and associated algorithm called Fast Zonal Statistics (FZS) for the retrieval of the summary characteristics of an arbitrary polygon derived from a regular grid. The FZS algorithm can return numerical (e.g., mean, sum, and count) attributes for a polygonal object over a regular grid (e.g., raster data model). The computational complexity of the FZS algorithm is constant in relation to the length of the polygon perimeter. This contrasts with existing approaches which scale in relation to the polygon area, therefore we expect and measure geometric decreases in execution time using the proposed approach for simple …

The Value Of Iaq: A Review Of The Scientific Evidence Supporting The Benefits Of Investing In Better Indoor Air Quality, Vickie R. Hawkins,, Cheryl L. Marcham, John P. Springston, J. David Miller, Geoffrey Braybrooke, Craig Maunder, Lydia Feng, Ben Kollmeyer

Publications

Other studies have examined how ventilation rates, combined with the presence of pollutant sources, can affect productivity. These studies provide evidence that increased ventilation, including increases above common guidance levels such as ASHRAE’s ventilation standards, improve occupant productivity. Increased occupant control over ventilation has also been shown to improve productivity. Higher indoor carbon dioxide (CO2) levels have been directly associated with impaired work performance and increased health symptoms. Historically, it was believed that these associations exist only because higher indoor CO2 concentrations, resulting from lower outdoor air ventilation rates, are also correlated with higher levels of other indoor-generated pollutants that …

An Analysis Of Self-Reported Sleepiness And Fatigue Measures From Collegiate Aviation Pilots, Flavio A. C. Mendonca, Julius Keller, Thomas Laub, Sarah Wolfe

Publications

Fatigue can be deleterious to pilot performance. The National Transportation Safety Board has called on the aviation community to reduce fatigue related accidents. Currently, there are few studies and guidance specific to collegiate aviation pilots. The current study is part of a larger effort by the authors to gain a clearer understanding of fatigue within the collegiate aviation environment. Collegiate aviation pilots are a unique group with different schedules, lifestyles, and demands when compared to airline, military, and on-demand pilots. The purpose of this study was to examine self-reported fatigue and sleepiness measures. Research instruments included the Karolinska Sleepiness Scale …

Simulation-Optimization For Conjunctive Water Resources Management And Optimal Crop Planning In Kushabhadra-Bhargavi River Delta Of Eastern India, Madan K. Jha, Richard C. Peralta, Sasmita Sahoo

Publications

Water resources sustainability is a worldwide concern because of climate variability, growing population, and excessive groundwater exploitation in order to meet freshwater demand. Addressing these conflicting challenges sometimes can be aided by using both simulation and mathematical optimization tools. This study combines a groundwater-flow simulation model and two optimization models to develop optimal reconnaissance-level water management strategies. For a given set of hydrologic and management constraints, both of the optimization models are applied to part of the Mahanadi River basin groundwater system, which is an important source of water supply in Odisha State, India. The first optimization model employs a …

Empirical Models For Predicting Water And Heat Flow Properties Of Permafrost Soils, Michael T. O'Connor, M. Bayani Cardenas, Stephen B. Ferencz, Yue Wu, Bethany T. Neilson, Jingyi Chen, George W. Kling

Publications

Warming and thawing in the Arctic are promoting biogeochemical processing and hydrologic transport in carbon‐rich permafrost and soils that transfer carbon to surface waters or the atmosphere. Hydrologic and biogeochemical impacts of thawing are challenging to predict with sparse information on arctic soil hydraulic and thermal properties. We developed empirical and statistical models of soil properties for three main strata in the shallow, seasonally thawed soils above permafrost in a study area of ~7,500 km² in Alaska. The models show that soil vertical stratification and hydraulic properties are predictable based on vegetation cover and slope. We also show that …

Technical Standards And A Theory Of Writing As Infrastructure, Jordan Frith

Publications

Infrastructures support and shape our social world, but they do so in often invisible ways. In few cases is that truer than with various documents that serve infrastructural functions. This article takes one type of those documents—technical standards—and uses analysis of one specific standard to develop theory related to the infrastructural function of writing. The author specifically analyzes one of the major infrastructures of the Internet of Things—the 126-page Tag Data Standard (TDS)—to show how rethinking writing as infrastructure can be valuable for multiple conversations occurring with writing studies, including research on material rhetoric, research that expands the scope of …

Toxoplasma Gondii Requires Its Plant-Like Heme Biosynthesis Pathway For Infection, Amy Bergmann, Kathleen Floyd, Melanie Key, Carly Dameron, Kerrick C. Rees, L. Brock Thornton, Daniel C. Whitehead, Iqbal Hamza, Zhicheng Dou

Publications

Heme, an iron-containing organic ring, is essential for virtually all living organisms by serving as a prosthetic group in proteins that function in diverse cellular activities ranging from diatomic gas transport and sensing, to mitochondrial respiration, to detoxification. Cellular heme levels in microbial pathogens can be a composite of endogenous de novo synthesis or exogenous uptake of heme or heme synthesis intermediates. Intracellular pathogenic microbes switch routes for heme supply when heme availability fluctuates in their replicative environment throughout infection. Here, we show that Toxoplasma gondii, an obligate intracellular human pathogen, encodes a functional heme biosynthesis pathway. A chloroplast-derived …

Energy Dissipation Of Type A Piano Key Weirs, Kam R. Eslinger, Brian M. Crookston

Publications

A Piano Key weir (PK weir) is a nonlinear, labyrinth-type weir well suited for rehabilitation projects due to a relatively small footprint and the ability to pass large discharges for lesser upstream-head values when compared with other weir types. A critical component of a hydraulic structure is the energy-dissipative properties. Currently, information and guidance is limited, with previous energy dissipation studies of PK weirs primarily of specific projects. Therefore, to document and quantify energy dissipation, four laboratory-scale Type A PK weir models with different width ratios (W_i/W_o) were studied, with 255 tests comprising this new …

Library Services: Impact Analysis Spring 2018 To Fall 2018, Amanda M. Hagman, Lindsay Ozburn, Hayden Hoopes, Erik Dickamore, Bradford R. Cole, Mitchell Colver

Publications

Libraries are an essential element of learning on university campuses. The content housed within libraries supports academic exploration and growth. Physically, libraries are designed to provide access to materials and spaces that facilitate learning. This report explored the impact of student library resource use on student persistence to the next term.

Students' library resource use was captured with EZ Proxy log-ins and library material check-outs. Students who had a record of using library resources were compared to similar students who did not have a record of library resource use. They were compared using prediction-based propensity score matching. Students who used …

Collaboration Between Library, Faculty, And Instructional Design To Increase All Open Educational Resources For Curriculum Development And Delivery, Kelly Whealan-George, Anne Marie Casey

Publications

Students at universities spend an average of $1,250 yearly on textbooks and course materials. Can a collaboration between the Library and the Instructional Design Department create value for student populations by incorporating OER into the course development process? This is a case study of one University with a large online and distributed network with controls over the course design, timeline and curriculum delivered by the faculty. This University’s team tested whether the entire course could be designed in a scalable format using OERs collaborating with a librarian to organize the resources so students will have ready access to OER every …

Employability Skills For 21st Century Stem Students: The Employers’ Perspective, Doreen Mcgunagle, Laura Zizka

Publications

Purpose

One of the goals of educational institutions is to prepare their graduates to be workplace-ready. The purpose of this paper is to identify the employability skills lacking in the Science, Technology, Engineering and Math (STEM) industry from employers' perspectives to assist STEM educational institutions in creating more relevant programs inclusive of employability skills.

Design/methodology/approach

This study addresses 16 job-specific skills based on data deriving from the responses of 250 Human Resource Managers (HRMs) who represent five manufacturing industries (Aerospace and Defense, Automotive, Consumer Products, Electronics and Industrial Manufacturing) located in five regions (Northeast, Midwest, Southeast, West-Mountain and Pacific) of …

Multimodal Mental Health Analysis In Social Media, Amir Hossein Yazdavar, Mohammad Saeid Mahdavinejad, Goonmeet Bajaj, William Romine, Amit P. Sheth, Amir Hassan Monadjemi, Krishnaprasad Thirunarayan, John M. Meddar, Annie Myers, Jyotishman Pathak, Pascal Hitzler

Publications

Depression is a major public health concern in the U.S. and globally. While successful early identification and treatment can lead to many positive health and behavioral outcomes, depression, remains undiagnosed, untreated or undertreated due to several reasons, including denial of the illness as well as cultural and social stigma. With the ubiquity of social media platforms, millions of people are now sharing their online persona by expressing their thoughts, moods, emotions, and even their daily struggles with mental health on social media. Unlike traditional observational cohort studies conducted through questionnaires and self-reported surveys, we explore the reliable detection of depressive …

Predictive Models For Pulmonary Artery Size In Fontan Patients, Akash Gupta, Chris Gillett, Patrick Gerard, Michael M.H. Cheung, Jonathan P. Mynard, Ethan Kung

Publications

We developed models of pulmonary artery (PA) size in Fontan patients as a function of age and body surface area (BSA) using linear regression and breakpoint analyses based on data from 43 Fontan patients divided into two groups: the extracardiac conduit (ECC) group (n = 24) and the non-ECC group (n = 19). Model predictions were compared against those of a non-Fontan control group (n = 18) and published literature. We observed strong positive correlations of the mean PA diameter with BSA (r = 0.9, p < 0.05) and age (r = 0.88, p < 0.05) in the ECC group. The absolute percentage differences between our BSA and age model predictions against published literature were less than 16% and 20%, respectively. Predicted PA size for Fontan patients was consistently smaller than the control group. These models may serve as useful references for clinicians and be utilized to construct 3D anatomic models that correspond to patient body size or age.

A Protocol For Automated A Posteriori Adaptive Meshing With Simvascular: A Test Case, Akash Gupta, Ethan Kung

Publications

Objective

Operational details regarding the use of the adaptive meshing (AM) algorithm available in the SimVascular package are scarce despite its application in several studies. Lacking these details, novice users of the AM algorithm may experience undesirable outcomes post-adaptation such as increases in mesh error metrics, unpredictable increases in mesh size, and losses in geometric fidelity. Here we present a test case using our proposed iterative protocol that will help prevent these undesirable outcomes and enhance the utility of the AM algorithm. We present three trials (conservative, moderate, and aggressive settings) applied to a scenario modelling a Fontan junction with …

A Survey Of Feature Extraction And Fusion Of Deep Learning For Detection Of Abnormalities In Video Endoscopy Of Gastrointestinal-Tract, Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani, Farhan Riaz

Publications

A standard screening procedure involves video endoscopy of the Gastrointestinal tract. It is a less invasive method which is practiced for early diagnosis of gastric diseases. Manual inspection of a large number of gastric frames is an exhaustive, time-consuming task, and requires expertise. Conversely, several computer-aided diagnosis systems have been proposed by researchers to cope with the dilemma of manual inspection of the massive volume of frames. This article gives an overview of different available alternatives for automated inspection, detection, and classification of various GI abnormalities. Also, this work elaborates techniques associated with content-based image retrieval and automated systems for …

Comparing Online And Traditional Student Engagement And Perceptions Of Undergraduate Research, Emily K. Faulconer, John Griffith, Zachary Dixon, Donna Roberts

Publications

Undergraduate research benefits students by strengthening skills, providing professional growth, and improving retention. Yet significant barriers exist, including low awareness of opportunities, restrictive cultural norms, and resource constraints. The proliferation of online education potentially increases barriers, both real and perceived. This study compared participation rates and perceived barriers between undergraduate distance and traditional students. Survey results indicated no significant differences in self-reported participation or overall interest in research. Despite inherent structural limitations of online education, there were no significant differences in the respondents’ perceptions of access to opportunities, physical resources, or human resources. Significant differences were seen regarding awareness of …

A Reflection On The Changing Reality Of Science, Emily K. Faulconer

Publications

From liquids on Mars to CRISPR, significant scientific discoveries are being made each year. These are just the flashy front-page innovations; there are thousands of scientific journals that continually publish discoveries and advancements in our knowledge. Were he alive today, I think Copernicus would be awed by how scientific knowledge has grown and changed over time. He may also agree that the nature of science has remained quite constant. The Nature of Science is a fundamental construct in science education, serving as a pillar in the Next Generation Science Standards (NGSS) for K–12 education. According to the NGSS, the key …

Analyzing And Learning The Language For Different Types Of Harassment, Mohammadreza Rezvan, Saeedeh Shekarpour, Faisal Alshargi, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit P. Sheth

Publications

THIS ARTICLE USES WORDS OR LANGUAGE THAT IS CONSIDERED PROFANE, VULGAR, OR OFFENSIVE BY SOME READERS. The presence of a significant amount of harassment in user-generated content and its negative impact calls for robust automatic detection approaches. This requires the identification of different types of harassment. Earlier work has classified harassing language in terms of hurtfulness, abusiveness, sentiment, and profanity. However, to identify and understand harassment more accurately, it is essential to determine the contextual type that captures the interrelated conditions in which harassing language occurs. In this paper we introduce the notion of contextual type in harassment by distinguishing …

Knowledge Infused Learning (K-Il): Towards Deep Incorporation Of Knowledge In Deep Learning, Ugur Kursuncu, Manas Gaur, Amit Sheth

Publications

Learning the underlying patterns in data goes beyondinstance-based generalization to external knowledge repre-sented in structured graphs or networks. Deep learning thatprimarily constitutes neural computing stream in AI hasshown significant advances in probabilistically learning la-tent patterns using a multi-layered network of computationalnodes (i.e., neurons/hidden units). Structured knowledge thatunderlies symbolic computing approaches and often supportsreasoning, has also seen significant growth in recent years,in the form of broad-based (e.g., DBPedia, Yago) and do-main, industry or application specific knowledge graphs. Acommon substrate with careful integration of the two willraise opportunities to develop neuro-symbolic learning ap-proaches for AI, where conceptual and probabilistic repre-sentations are combined. …

Infusing Humanities In Stem Education: Student Opinions Of Disciplinary Connections In An Introductory Chemistry Course, Emily K. Faulconer, Beverly Wood, John C. Griffith

Publications

The Next Generation Science Standards and other educational reforms support the formation of deep connections across the STEM disciplines. Integrated STEM is considered as a best practice by the educational communities of the disparate disciplines. However, the integration of non-STEM disciplines is understudied and generally limited to the integration of art (STEAM). Humanistic STEM blends the study of STEM with interest in and concern for human affairs, welfare, values, or culture. This study looks at an infusion of the humanities into an online chemistry course to see if there is an influence on student connection between course content and cross-disciplinary …

The Four Agreements In Academia, Emily K. Faulconer

Publications

While I have read the book The Four Agreements five times, I had not perused this book since I accepted a professorship in 2012. When revisiting this book, it was apparent to me that the practical advice for personal freedom translated well to academia. Once I came upon this connection, I explored further and found that Bonni Stachowiak also drew this parallel in her blog, Teaching In Higher Ed. Here, I will share a few ways to implement the Four Agreements in your academic career.