Digital Commons Network^™

Exodus. Teacher's Edition: Adult Sabbath School Bible Study Guide, Jiri Moskala

All Books

No abstract provided.

Transforming Urban Dynamics: Harnessing Large Language Models For Smarter Mobility, Hao Xue, Ming Jin, Shirui Pan, Flora Salim, Guansong Pang

Research Collection School Of Computing and Information Systems

Artificial intelligence (AI) has the potential to analyze mobility data and make mobility systems smarter by leveraging diverse data sources such as geospatial data, transportation logs, and real-time sensor data to optimize traffic flow, enhance public transportation systems, and support the development of autonomous vehicles. With the newly emerged generative AI paradigm, exemplified by large language models (LLMs), there is great potential to transform the current AI applications in mobility, transportation, and urban domains. This article provides an overview of recent efforts and aims to shed light on the challenges and future opportunities to facilitate the adaptation of LLMs for …

Constitutional Comparisons And Language, De Maartje Visser

Research Collection Yong Pung How School Of Law

Language can be seen as an intuitive challenge for those who embark on comparative constitutional research: its intricate entanglement with law is often overlooked and not engaged with explicitly. This chapter argues that this is a missed opportunity at best, and arguably presents a hazard for the collective quality of the scholarly discourse. It discusses four ways in which language matters when engaging in constitutional comparisons: the problem of literal translation; the problem of legal-conceptual translation; a multilingual discourse that is marked by fragmentation; and expectations in communication with a foreign or international readership. The approach taken is constructive, with …

Attribute-Based Encryption With Searchable Encryption, Yang Yang

Research Collection School Of Computing and Information Systems

Attribute-based encryption (ABE) with searchable encryption is a notion that inherits the advantages of both ABE (Goyal et al., 2006) and searchable encryption (SE) (Boneh et al., 2004; Boneh and Waters, 2007) mechanisms to realize secure share and search for the outsourced data. ABE creates fine-grained access control system to prevent sensitive data from being accessed by unauthorized user or external attacker (Bethencourt et al., 2007). SE generates encrypted index for outsourced data such that it can be searched by a keyword trapdoor (or token) (Shi et al., 2007; Naveed et al., 2014), where the outsourced content and search keyword(s) …

An End-To-End Bi-Objective Approach To Deep Graph Partitioning, Pengcheng Wei, Yuan Fang, Zhihao Wen, Zheng Xiao, Binbin Chen

Research Collection School Of Computing and Information Systems

Graphs are ubiquitous in real-world applications, such as computation graphs and social networks. Partitioning large graphs into smaller, balanced partitions is often essential, with the biobjective graph partitioning problem aiming to minimize both the“cut” across partitions and the imbalance in partition sizes. However, existing heuristic methods face scalability challenges or overlook partition balance, leading to suboptimal results. Recent deep learning approaches, while promising, typically focus only on node-level features and lack a truly end-to-end framework, resulting in limited performance. In this paper, we introduce a novel method based on graph neural networks (GNNs) that leverages multilevel graph features and addresses …

Enhancing Electric Wheelchair Safety Via Battery State Of Charge Estimationwith Pcc–Nssr–Lstm Method, Chi Wing, Alex Tsang, Xiaoying Lu

Department of Construction, Environment and Engineering

This study explores a novel algorithm created to predict the state of charge (SOC) of batteries in electric wheelchairs (EWs) to improve EW safety by adjusting SOC thresholds and reducing consumer range anxiety. It involves collecting experimental data from lithium iron phosphate (LFP) battery cells over 1500 cycles at 25◦C, encompassing various parameters. With the Pearson correlation coefficient (PCC), a select set of key parameters including voltage, temperature, dQ/dV (capacity increase to voltage increase ratio) are chosen as inputs for non-linear state space reconstruction long short-term memory (NSSR-LSTM) neural networks, facilitating precise SOC predictions. The study showcases the precision of …

Transforming Chiller Plant Efficiency With Sc+Bas: Case Study In A Hong Kong Shopping Mall, Ming Lun, Alan Fong, Baonan Nelson Li

Department of Construction, Environment and Engineering

The imperative for building managers, in the face of high-density urban environments, is to drive existing chiller plants to greater operational efficiency through the application of advanced technological interventions. The case for applying Supervisory Control (SC) and a Building Automation System (SC+BAS) for optimizing chiller plants is the subject of investigation here, through the lens of a typical commercial shopping mall in the highdensity infrastructure of Hong Kong. The application of SC+BAS falls into the realm of advanced Trim/Respond algorithms coupled with sophisticated sequencing algorithms that allow for refined optimization of the chiller operations in response to the dynamic demands …

The Effectiveness Of Local Updates For Decentralized Learning Under Data Heterogeneity, Tongle Wu, Zhize Li, Ying Sun

Research Collection School Of Computing and Information Systems

We revisit two fundamental decentralized optimization methods, Decentralized Gradient Tracking (DGT) and Decentralized Gradient Descent (DGD), with multiple local updates. We consider two settings and demonstrate that incorporating local update steps can reduce communication complexity. Specifically, for  $\mu$-strongly convex and $L$-smooth loss functions, we proved that local DGT  achieves communication complexity {}{$\tilde{\mathcal{O}} \Big(\frac{L}{\mu(K+1)} + \frac{\delta + {}{\mu}}{\mu (1 - \rho)} + \frac{\rho }{(1 - \rho)^2} \cdot \frac{L+ \delta}{\mu}\Big)$}, where $K$ is the number of additional local update}, $\rho$ measures the network connectivity and $\delta$ measures the second-order heterogeneity of the local losses. Our results reveal the tradeoff between communication and …

Therapeutic Potential Of Brassica Carinata Microgreens Extract In Alleviating Symptoms Of Type 2 Diabetes In Wistar Rats, Lilian Nakakaawa, Ifeoluwa D. Gbala, Joel L. Bargul, Xavier Cheseto, John M. Wesonga

All Peer-Reviewed Publications

Microgreens of Brassica plants have attracted increasing research interest in the management of the prevailing epidemic of Type 2 diabetes mellitus (T2DM) because of their high nutritional value. This study evaluated the antidiabetic effects of Brassica carinata Microgreens Ethanolic Extract (BMEE) in type-2 diabetic rats. For the normoglycemic assay, rats were divided into five groups and received a single oral dose of 100, 250, and 500 mg/kg of BMEE while the control groups received distilled water and Glibenclamide. Fasting blood glucose (FBG) levels were determined on a weekly basis for 28 days in diabetic rats after treatment with BMEE at …

Governing Intelligence: Singapore’S Evolving Ai Governance Framework, Jason G. Allen, Jane Loo, Jose Luna

Research Collection Yong Pung How School Of Law

This paper provides an outline analysis of the evolving governance framework for Artificial Intelligence (AI) in Singapore. Across the Singapore government, AI solutions are being adopted in line with Singapore’s “Smart Nation Initiative” to leverage technology to make impactful changes to the nation and the economy. In tandem, Singaporean authorities have been assiduous to release a growing number of governance documents, which we analyse together to chart the city-state’s approach to AI governance in international comparison. Characteristics of Singapore’s AI governance approach include an emphasis on consensusbuilding between stakeholders (particularly government and industry but also citizens) andvoluntary or “quasi” regulation, …

Human Rights At Sea: Analyzing States' Responses To Cruise Ships During The Covid-19 Pandemic, Lixin Chen

Research Collection Yong Pung How School Of Law

In the early stages of the COVID-19 pandemic, the treatment of cruise ships by coastal states was inconsistent, with some ships being allowed to dock while others were not. To that end, this Note focuses on the obligations that a coastal state owes to the individuals onboard the cruise ships in the context of the COVID-19 pandemic, including the rights to life and health. It further considers whether and how such rights are to be balanced with other countervailing considerations of such states, such as the risk of transmission to the local communities. This author concludes with the view that …

She Speaks: Amplifying Women's Voices For Wellbeing, Narelle Lemon

Reports accepted as research outputs

Executive Summary

The SheSpeaks project successfully transformed how 223 Western Australian women understand and practice self-care, demonstrating  that targeted wellbeing literacy interventions can create lasting change  in women’s relationship with their own wellbeing. Funded by the Women’s Grants for a Stronger Future program, this innovative initiative combined evidence-based workshops with authentic podcasting to challenge the pervasive cultural narrative that positions women’s self-care as selfish  or impossible.

A Tale Of Two Publishing Houses, Linda Martin

Theses: Doctorates and Masters

This research explores the use of creative nonfiction in writing an account of two publishing houses established decades apart, and demonstrates how a hybrid approach that incorporates multiple voices can contribute to the field of biographies and memoirs on publishing. Using practice-led research as its primary methodology, ‘A tale of two publishing houses’ is a creative nonfiction work that focusses on the publishing experiences of Fremantle Arts Centre Press (now Fremantle Press) in its first decade of publishing from 1975, alongside present publishing experiences of Night Parrot Press in its formative years of publishing from 2019. The accompanying reflexive exegesis …

Family Members’ Experiences Of Post-Cardiac Surgery Delirium In The Intensive Care Unit: A Narrative Inquiry, Amber Coral Mclean

Theses: Doctorates and Masters

Aim: This study explores delirium in the intensive care unit (ICU) following cardiac surgery from the perspective of family members.

Background: Delirium is a common complication affecting 28-52% of people following cardiac surgery in the ICU, which can lead to distress for both the person and their family members. While research has been conducted on clinical outcomes of family involvement in delirium care, there is a lack of understanding of how delirium impacts the family members themselves. This study seeks to provide detailed narrative accounts of families’ experience of witnessing delirium in their loved one following cardiac surgery in the …

Decision-Making Supports And Cognitive Decline, Rebekah Diller

Articles

For persons with a range of cognitive disabilities, supported decision-making, rooted in a human rights approach to disability, has emerged as a tool that permits them to make legally binding decisions and avoid guardianship. As supported decision-making policy has evolved in the United States, state statutes have primarily focused on formal agreements through which individuals can designate trusted supporters to assist in obtaining information, processing that information, and communicating a decision. This Article argues that supported decision-making has promise for preserving the autonomy of persons living with dementia, but that the model of a supported decisionmaking agreement embodied in the …

Subordinate Prosecutors’ Independence, Bruce A. Green, Jessica A. Roth

Articles

This essay is about subordinate prosecutors’ independence to do what they think constitutes “seeking justice” when they perceive that their boss, or their boss’s boss, wants them to do something that is unjust—not illegal, but unjust. Of course, if subordinate prosecutors want to do either what they are told to do or what they infer that a higher-up wants them to do, they can do so, as long as the conduct is legal. Subordinate prosecutors might choose to disregard their own professional judgment of what justice requires because they share their boss’s objectives, because they see conforming as a route …

Exploring Characteristics Of Indiana's Local Park And Recreation Leaders, Amy L. Gregg, James A. Jones, Halyn Ferris

Midwest Social Sciences Journal

This was an exploratory study about the characteristics of Indiana’s local leaders in parks and recreation. Results of a statewide survey showed different roles of employees and volunteers in local agencies. In managing the supply side of recreation, they reported vast differences in scale of levels of populations served and natural resources managed, such as acres and trails. The Northern, Central and Southern regions were compared for types of local government, communities of different sizes, and nonprofit collaboration. Local leaders represented municipal, township and county providers collaborating with other local community organizations. Results showed that size of community served affected …

A Content Analysis Of Doubt: How Latter-Day Saints Interact Online When One Of Their Own Seeks Answers, Leilani Naomi Mascio, Ronald Smith

Midwest Social Sciences Journal

This content analysis examines how members of the Church of Jesus Christ of Latter-day Saints (LDS) interact with doubting members in online forums, focusing on Facebook and Reddit. Analyzing 1,115 comments from four public posts (August 2024–January 2025), six emergent themes characterize these interactions: (1) normalizing doubt, (2) thought-terminating clichés, (3) bringing back to the fold, (4) hierarchical escalation, (5) attributing doubt to Satan, and (6) emotional reasoning. Findings reveal that LDS members overwhelmingly dominate these discussions, employing doctrinal language, personal narratives, and appeals to authority to reintegrate doubters. Notably, non-member interference was rare, suggesting moderated or self-selected engagement. The …

Pandemics And Partisanship: The Impact Of Political Identity On Public Health Responses, Andy Tuholski

Midwest Social Sciences Journal

This literature review examines the intersection of political partisanship and public health responses during pandemics, with a focus on the COVID-19 pandemic in the United States. Historically, pandemics such as the Venetian plague (1575-1577) and the Great Plague of London (1665-1666) have elicited responses driven by socioeconomic and health factors. In contrast, the COVID-19 pandemic in the U.S. was distinctly shaped by pre-existing political affiliations, particularly between conservative and liberal factions. Applying Social Identity Theory (SIT), this review explores how group identity and partisanship influenced pandemic-related behaviors and attitudes. Empirical evidence indicates that Republican-leaning states experienced higher COVID-19 mortality rates, …

Author Biographical Notes

Midwest Social Sciences Journal

No abstract provided.

Philosophy In Filmmaking: Animation Vs. Live Action, Veronica J. Larson

Honors Program Theses

No abstract provided.

The Art Of Accessing Science, Kyle Mark Trunnell

Honors Program Theses

No abstract provided.

Comparing The Cognitive And Physiological Effects Of Traditional And Virtual Reality Exercise In Overweight/Obese Adults, Emma Kelsey

Honors Program Theses

No abstract provided.

Attitudes Toward Juvenile Offenders: How Juvenile Justice Personnel Perceive Juvenile Recidivism, Morgan Barnette

Honors Program Theses

This study examined the relationship between juvenile justice personnel and the predictive factors of juvenile recidivism. With rising juvenile crime rates across the country, investigation into the causes of juvenile recidivism has also risen. However, not much research has been dedicated to the way juvenile justice personnel view juvenile recidivism. This study surveyed a sample of six juvenile justice personnel including judges, a lawyer, a probation officer, and a detention officer. The survey explored the types of crimes juveniles are perceived to be committing, the frequency of interactions with repeat offenders juvenile justice personnel are having in their respective professions, …

Language Assessment In Pediatric Speech-Language Pathology, Sierra Kay Buscher

Honors Program Theses

Standardized language assessments of children are commonly used to diagnose language disorders, yet these tools are often normed on a narrow demographic of monolingual, middleclass, white children. This narrow normative data has led to misdiagnosis of children who fall outside of the norm created. Studies highlight how cultural, linguistic, and normative test biases disproportionately affect children who speak non-mainstream dialects, are multilingual, have disabilities, or are from lower socioeconomic backgrounds. The findings of this literature review calls attention to a disconnect between research, policy, and clinical practice, indicating that SLPs rely on standardized assessment tools out of accessibility or in …

Evaluating Corporate Advertising: How Deception Leads To Downfall, Madison Duong

Honors Program Theses

No abstract provided.

Implementing Peer-Mediated Support Interventions For Children Diagnosed With Autism, Elise Wehr

Honors Program Theses

This paper investigated how peer-mediated support interventions could be used throughout speech-language therapy services for children diagnosed with autism. A comprehensive literature review was conducted related to the 8 components of the intervention process. Each component was thoroughly researched and carefully structured into best practices for implementing peer-mediated support interventions for children with autism. The primary goal of this research was to develop a resource for speech-language pathologists and related professionals to reference when implementing peer-mediated support interventions. Keywords: peer-mediated support interventions, autism, speech-language therapy, peers

Language As Privilege: Socioeconomic Status And The Politics Of Foreign Language Learning, Brenda Koumondji

Honors Program Theses

This study investigates the relationship between socioeconomic status (SES) and foreign language learning among young adult learners. Much research suggests that parental education level, household income, and access to educational resources significantly shape language learning attitudes and behaviors. However, United States scholars have lagged in this analysis. Through a mixed-methods research approach, this study combines quantitative surveys and qualitative data to gather comprehensive insights on how SES influences foreign language acquisition, motivation, and advantages. Findings reveal that students with higher SES backgrounds consistently report greater access to language learning resources and significantly higher proficiency levels. While parental education might not …

The Influence Of Mental Skills And Social Support During The Injury Rehabilitation Process, Paige Kisley

Honors Program Theses

No abstract provided.

Who Owns The Dead: The Unequal Access To Repatriation In Us Law, Sydney Blum

Honors Program Theses

No abstract provided.