Digital Commons Network^™

Convolution-Transformer For Image Feature Extraction, Lirong Yin, Lei Wang, Siyu Lu, Ruiyang Wang, Youshuai Yang, Bo Yang, Shan Liu, Ahmed Alsanad, Salman A. Alqahtani, Zhengtong Yin, Xiaolu Li, Xiaobing Chen, Wenfeng Zheng

Faculty Publications

This study addresses the limitations of Transformer models in image feature extraction, particularly their lack of inductive bias for visual structures. Compared to Convolutional Neural Networks (CNNs), the Transformers are more sensitive to different hyperparameters of optimizers, which leads to a lack of stability and slow convergence. To tackle these challenges, we propose the Convolution-based Efficient Transformer Image Feature Extraction Network (CEFormer) as an enhancement of the Transformer architecture. Our model incorporates E-Attention, depthwise separable convolution, and dilated convolution to introduce crucial inductive biases, such as translation invariance, locality, and scale invariance, into the Transformer framework. Additionally, we implement a …

Afbnet: A Lightweight Adaptive Feature Fusion Module For Super-Resolution Algorithms, Lirong Yin, Lei Wang, Siyu Lu, Ruiyang Wang, Haitao Ren, Ahmed Alsanad, Salman A. Alqahtani, Zhengtong Yin, Xiaolu Li, Wenfeng Zheng

Faculty Publications

At present, super-resolution algorithms are employed to tackle the challenge of low image resolution, but it is difficult to extract differentiated feature details based on various inputs, resulting in poor generalization ability. Given this situation, this study first analyzes the features of some feature extraction modules of the current super-resolution algorithm and then proposes an adaptive feature fusion block (AFB) for feature extraction. This module mainly comprises dynamic convolution, attention mechanism, and pixel-based gating mechanism. Combined with dynamic convolution with scale information, the network can extract more differentiated feature information. The introduction of a channel spatial attention mechanism combined with …

Afterword: Moses And The Modern Germans: The Lawgiver In A Philhellenic Age, Suzanne Marchand

Faculty Publications

No abstract provided.

Revisiting The Notion Of Vicarious Cause: Allure, Metaphor, And Realism In Object-Oriented Ontology, Jon Cogburn, Niki Young

Faculty Publications

We revisit the notion of vicarious causation in Graham Harman's Object-Oriented Ontology (OOO) in order to first show that Harman has articulated two iterations of his account that are in tension with one another; one is found in his earlier paper "On Vicarious Causation,"while the other is contained in his later writings following the publication of Object-Oriented Ontology: A New Theory of Everything. This involves a critical assessment of his developing theory of metaphor in a way that encourages sympathetic revision in the service of improving his non-correlationist view of intra-objective relations.

The Incompatibility Of The Commons And The Public, Roy L. Heidelberg

Faculty Publications

In this essay I consider the conceptual conflict between the public as a modern political category and the idea of the commons. By linking the idea of the public to an early exposition that explicitly sought a distinction between the commons and the public, I show how the generalization inherent in the public contravenes the particularity of the commons. This poses important political problems for how a modern commons or a modern notion of the commons is conceived and also allows for a nuanced understanding of the political challenge posed against the commons itself.

The Aftermath Of The 2019 Pulwama Terror Attack–Religion, Nationalism And Exclusion In Online News Comment Sections, Nihar Sreepada, Ioana Coman

Faculty Publications

This study analyses the Indian and Pakistani publics reactions of the extensive coverage of the Pulwama terror attack, through an analysis of the online comments appearing at the end of the news stories covering the attack from the two leading English newspapers: Times of India (TOI) (India), and Dawn (D) (Pakistan). A qualitative content analysis is performed to compare and examine this dialogue emerging in the news comments sections. Findings are explored and discussed through conceptualizations of religion, nationalism, and a social psychological perspective towards exclusion of out-groups.

Becoming A Doctrine, Allison Orr Larsen

Faculty Publications

On the last day of the 2021–22 Term, the Supreme Court handed down a decision on “the major questions doctrine” and granted certiorari to hear a case presenting “the independent state legislature doctrine”—neither of which had been called “doctrines” there before. This raises a fundamental and underexplored question: how does a doctrine become a doctrine? Law students know the difference between doctrinal classes and seminars, but how does an idea bantered about in a seminar (say, about agencies deciding major questions) become a “doctrine” complete with judicial tests, steps, and exceptions? Taking an analogy to medicine, when does …

Intellectual Property And The Myth Of Nonrivalry, James Y. Stern

Faculty Publications

The concept of rivalry is central to modern accounts of property. When one person’s use of a resource is incompatible with another’s, a system of rights to determine its use may be necessary. It is commonly asserted, however, that informational goods like inventions and expressive works are nonrivalrous and that intellectual property rights must therefore be subject to special limitation, if they should even exist at all.

This Article examines the idea of rivalry more closely and makes a series of claims about the analysis of rivalrousness for purposes of such arguments. Within that framework, it argues that rivalry should …

The Constitutional Court Of Kosovo In Comparative Perspective, Christie S. Warren

Faculty Publications

...presented at the Solemn Ceremony of the 14th Judicial Year of the Constitutional Court, held on 23 October 2023 in Prishtina and on the occasion of the International Conference “Contribution of Constitutional Courts in the protection and strengthening of the fundamental values of democracy, the rule of law and fundamental human rights and freedoms”, organized on 24 October 2023 in Prishtina.

Learning To Disagree Agreeably, Allison Orr Larsen

Faculty Publications

But the most important lesson I learned from Judge Wilkinson—out of many important lessons—is the one brought home to me by witnessing his friendship with Judge Michael: the law works only when lawyers learn to “disagree agreeably.” This is a phrase the Judge taught me—and he always attributed to people from whom he learned it—but for me it encapsulates the Judge in every way. It is easy to talk about being collegial in the abstract, but Judge Wilkinson practices what he preaches.

In this brief Essay, on the occasion of celebrating a man who shaped my career and life in …

Public Protest And Government Immunities, Timothy Zick

Faculty Publications

This Article presents the findings of a quantitative and qualitative study of the application of qualified immunity and other governmental immunities in the context of public protest. Relying on three unique datasets of federal court decisions examining First Amendment and Fourth Amendment claims, the Article concludes that public protester plaintiffs face an array of obstacles when suing state, local, and federal officials for constitutional injuries. Quantitative findings show that protesters’ claims are frequently dismissed under qualified immunity doctrines and that plaintiffs also face strict limits on municipal liability, new restrictions on First Amendment retaliation claims, and the possible extinction of …

Naming, Expressive Interests, And The Law: The Implications Of Governmental Form Design, Laura A. Heymann

Faculty Publications

The design of governmental forms can result in restrictions on the ability of individuals to submit truthful personal naming choices, such as when a form field has character limitations or does not accept diacritics. In some instances, form design operationalizes government policy. But in other instances, form design can itself create law by limiting the ability to submit accurate names on the front end. Awareness of the legal implications of form design is critically important. A more inclusive and accurate approach toward the legal documentation of naming choices means that forms should adapt to people, not the other way around.

Tarnished Gold: The Endangered Species Act At 50, Jonathan H. Adler

Faculty Publications

This Article aims to take stock of the [Endangered Species Act] ESA’s success and failures during its first fifty years, particularly with regard to the conservation of species habitat on private land. While the ESA authorizes powerful regulatory tools for species conservation, there are serious questions as to whether such tools are the most effective means of conserving species and the habitats on which they rely. Given that most species rely upon private land for their survival, the ESA’s ability to foster private land conservation will affect the law’s overall success.

This abstract has been taken from the author's introduction.

2023 State-Of-The-States Survey Of Jury Improvement Efforts, Paula Hannaford-Agor, Morgan Moffett, Breanna Bell

Faculty Publications

In 2007, the National Center for State Courts (NCSC) published findings from the State-of-the-States Survey of Jury Improvement Efforts (SOS Survey), the first comprehensive snapshot of jury operations and jury trial practices in the United States. The 2007 SOS Survey featured three discrete components: a statewide survey documenting legal infrastructure for juries and jury trials in each state; a local court survey, which documented jury operations at the county-level in state courts; and a judge & lawyer survey, which asked respondents to describe the characteristics and procedures employed in their most recent jury trial.

By the mid-2010s, NCSC began receiving …

Gender Difference On Internal Equity: Evidence From The Hospitality Industry In Ghana, Patricia Peprah

Faculty Publications

It is a hypothetical position that employees in the hospitality industry in Ghana experience salary disparities based on the gender of the employee. Pay disparities exist because of unconscious biases in areas such as hiring, promotions, performance reviews, and salary decisions. In ensuring equal pay for equal work to fulfill the International Labor Organization (ILO) convention, this study investigated the internal equity pay of the employees in Ghana's hospitality industry based on equal work. This quantitative association study adopted a self-constructed research instrument to measure internal equity pay and randomly selected 350 respondents in the hospitality industry in Ghana to …

What Are University Students Doing With Language?: A Proportional Description Of University Student Mode And Register Use, Brett James Hashimoto

Faculty Publications

The extent to which university students read, write, speak, and listen in a range of registers is not completely understood, but such descriptions could lead to better designed curriculum for English learners. The purpose of this study is to estimate the proportions of time American university students spend reading, writing, speaking, and listening in various registers. The present study combines diary and survey techniques to describe the language use behavior for 53 university students. The results indicated that nearly half of university student language use time is spent listening (49.5 %), followed by reading (20.7 %), writing (18.2 %), and …

A Corpus-Based Comparison Of Keywords And Themes From The Book Of Mormon And The Bible, Brett James Hashimoto, Joshua Cowley

Faculty Publications

The Book of Mormon has been studied for its thematic, literary, and theological content using almost exclusively qualitative methods (e.g., Turley, 2019; Morrill, 2017). However, scholars have conducted little analysis comparing it to the Bible, even though those who view it as scripture consider it directly comparable in purpose. (e.g., The Book of Mormon, 2015; McConkie, 1985). The present study applies quantitative linguistic analysis to statistically derive the distinctive language from the two volumes of scripture and identifies the key themes and language from the two books. To accomplish this, corpora of The King James Version of the Bible (66 …

From Three-Pillars To Three-Environments: Shifting The Paradigm Of Sustainability In Civil And Construction Engineering, Xiaomei Wang, Andrew South, Clifton Farnsworth, Brett James Hashimoto

Faculty Publications

This research explores the usage of sustainability in literature and presents ‘three environments’ for addressing sustainability in the Civil and Construction Engineering (CCE) disciplines. Scholars have increasingly studied sustainability and sustainable development across CCE disciplines as the importance of sustainability awareness and action in society has increased. However, the vastness of its conceptual breadth and depth in CCE research is difficult to holistically evaluate. As a result, CCE researchers often focus on specific aspects of sustainability applied to discrete contexts, or address sustainability in broad aspirational terms and guiding motivations. This research utilized a rigorous analytical corpus linguistics approach for …

Recent Trends In Corpus Design And Reporting: A Methodological Synthesis, Brett James Hashimoto, Kyra Nelson

Faculty Publications

Methodological design is a central issue for researchers in corpus linguistics. To understand trends in the reporting of important aspects of corpus design and the type of corpora being used in corpus linguistics research articles better, this study analyzes 709 descriptions of corpora from research published in corpus journals between 2010–2019. Each article was manually coded by two trained coders for aspects of corpus design, such as the population definition, sampling method, and sample size. Additionally, the study identifies missing information in corpus reporting. Our results show trends in corpus design, such as an increased use of spoken corpora. We …

Teaching Positive Psychology Lessons In An Intensive English Program, Carolee Rogers, Benjamin L. Mcmurry, Dan Dewey

Faculty Publications

This article investigates the effectiveness of positive psychology interventions (PPIs) in an intensive English program for non-matriculated university students. Interventions based on the PERMA model were implemented through weekly 65-minute lessons given during the first class of each week. These were followed by short daily activities during the rest of the week. Using positive psychology topics as the content, students concurrently engaged in language learning activities. Each participant was asked to complete a questionnaire at the end of the semester consisting of five open-ended questions relating to the PPIs, the lessons, the activities, the topics, and how they felt the …

Neurological Evidence For The Contextindependent Multisensorial Semantics Of Ideophones In Pastaza Kichwa: An Fnirs Study In The Ecuadorian Amazon, Dan Dewey, Jeffrey J. Green, Janis Nuckolls, Auna Nygaard, Tod D. Swanson

Faculty Publications

Ideophones – imitative words using the stream of speech to simulate/depict the rise and fall of sensory perceptions and emotions and temporal experiences of completiveness, instantaneousness, and repetitiveness – have been characterized as semantically empty and context dependent. The research reported here tested a simple schematic for the semantic categories of Pastaza Kichwa ideophones by tracking neurological responses to ideophones categorized as VISUAL, MOTION, and SOUND. Seventeen native speakers of Pastaza Kichwa listened to audio clips of ideophones extracted from sentential contexts. Subjects’ neural activity was assessed using functional near-infrared spectroscopy. Results demonstrate that these posited semantic categories activate areas …

Movement, Economy, Orientation 20th Century Shifts In North American Language, Monica Nesbitt, Joseph A. Stanley, Margaret E. L. Renwick

Faculty Publications

How are regional varieties of English faring in the US?

Ample evidence shows that canonical regional variables are undergoing _____

• “reversal” in Cincinnati and Philadelphia (Strassel & Boberg 1996, Fruehwald 2017)

• “decline” and “fall” in Michigan (Rankinen et al. 2019, Nesbitt 2021)

• “rejection” and “retreat” in Raleigh (Dodsworth & Kohn 2012; Dodsworth & Benton 2017)

Nesbitt (2021: 359) observes that “[T]he Baby Boomer–Gen X transition appears to be a pivotal transition throughout the country [and] appears to be of great importance to North American dialects in general.”

Immediate Repeated Reading Has Positive Effects On Reading Rate For English Language Learners: An Eye-Tracking Study, Jennifer Hemmert Hansen, Grant Eckstein, Troy L. Cox, Steven G. Luke, Krista Rich

Faculty Publications

Fluent and skillful reading in English requires efficient and automatic letter and word recognition. Dysfluent reading can affect motivation for reading in English language learners, thereby limiting access to a wealth of language input from written texts. Extensive research of repeated reading in first language (L1) settings has been shown to increase reading rate, while comparatively little research has been done on repeated reading in second language (L2) settings. The objective of this eye-tracking study was to accurately document early and late reading processes in an immediate repeated reading exercise to observe how repeated reading affects reading rate in adult …

Putting Students In Their Place. The Role Of Placement Testing In Language Programs, Troy L. Cox, Matthew P. Wilcox

Faculty Publications

A perennial issue that nearly all language programs face with the arrival of new students is: where is the best place for each student to begin their course of study within our curricular structure given their current language abilities? When students have no previous language learning experience, the decision seems easy: place them in the beginning- level class. But when students have prior experience, deciding where they belong becomes more complicated given the wide range in the quality and quantity of previous exposure and the level of ability attained. Programmatic exigencies and resources may constrain student placement even further.

In …

Understanding The Role Of Standardized Exams In Second Language Programs, Troy L. Cox, Alan V. Brown, Margaret E. Malone

Faculty Publications

Standardized language tests are used for many purposes in pK-12 and higher education, including program admission and placement, certification of language attainment and proficiency, and graduation requirements. Despite the many standardized language tests that exist, many administrators and instructors possess limited understanding of how they are designed, what functions they fulfill, and how to interpret and use the results. The influx of AI in the language testing space has only exacerbated this problem. Key program stakeholders often rely on these tests to make pressure-filled and high-stakes decisions but may be doing so without understanding their limitations. However, the issue is …

Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu

Faculty Publications

Lawyers play an important advisory role in drafting financial reports, yet empirical evidence documenting the influence of external legal counsel on this process remains sparse. This study focuses on a specific aspect of lawyers’ drafting process: the practice of reviewing disclosures previously filed by other issuers—a practice termed “disclosure benchmarking.” Using initial public offering (IPO) disclosures as the setting, we find that disclosure benchmarking is associated with amore efficient Securities and Exchange Commission (SEC) review process. We further find that it is associated with several measures of disclosure quality, including disclosures that are less likely to be revised in subsequent …

Development Of A Framework Of Key Internal Control And Governance Principles For Robotic Process Automation (Rpa), Marc Eulerich, Nathan Waddoups, Martin Wagener, David A. Wood

Faculty Publications

Although robotic process automation (RPA) usage is growing rapidly in accounting, concerns are emerging regarding the internal controls and overall governance structure surrounding RPA. To help address these concerns, we use a design science research approach and work with a Fortune 500 company to develop an RPA governance framework. The framework consists of 4 governance areas and 14 control requirements, which help maximize the benefits and minimize the risks associated with the use of RPA. We validate that the framework is useful and generalizable to many organizations by presenting the framework to and subsequently interviewing and surveying 84 professionals at …

A Demonstration Of How Chatgpt Can Be Used In The Internal Auditing Process, Marc Eulerich, David A. Wood

Faculty Publications

For the past several years, internal audit functions (IAFs) have been significantly increasing their digitization efforts to enhance the efficiency and effectiveness of the IAF. The introduction of ChatGPT has increased the potential for IAFs to have a more significant impact; however, there is little guidance on how ChatGPT can influence the day-to-day work of internal auditors. This paper demonstrates with specific examples how ChatGPT can be used to enhance all aspects of the audit process. While not comprehensive in nature, the detailed, illustrative examples should help internal auditors see actionable steps they can take to be more efficient and …

Where Do I Belong? : Creating An Inclusive Metadata Policy, Nicole Lewis, Karen Glenn, Jeremy Myntti, Sharolyn Swenson, Katie Yeo

Faculty Publications

Inclusiveness and honoring different cultures that reflect our patrons has been discussed in many different venues in the last few years. The staff of the Brigham Young University Library recognized the need for our metadata to demonstrate the commitment we have to honor others and to create a community of belonging. The staff also recognized that a policy would provide a roadmap for how to embark on fixing legacy metadata and how to move forward in creating metadata that reflects our core values in the library and at the university. This case study details how we developed an inclusive metadata …

How Can Chatbots Improve The Gender Gap In Information Systems?, Rebecca Berthelsen, Cherileigh L. Chandler, Lauren Dean, Mark Keith, Ryan M. Schuetzle, Degan Kettles, Greg Anderson

Faculty Publications

The underrepresentation of women in STEM fields, including information systems (IS), is an ongoing issue that warrants our efforts to understand why a gender gap exists in this domain and what can be done to mitigate it. Prior research shows that women often have lower levels of self-efficacy than men regarding information systems tasks, which may explain the discrepancy between genders. In a previous study, we explored the effectiveness of a chatbot programming tutor in building self-efficacy of IS students and found that chatbot usage, which was self-reported, improved self-efficacy for all students but had a greater effect on self-efficacy …