Digital Commons Network^™

Addressing Homelessness And Hunger Through A Human Rights Approach Focused On Collective Responses, R. Denisse Córdova Montes, Tamar Ezer

Georgia State University Law Review

The United States is experiencing unprecedented levels of homelessness and food insecurity. In 2024, the number of unhoused persons on a single night reached the highest ever recorded, and in 2023, 13.5% of the population lived in food insecure households, including 7.2 million children. Both homelessness and food insecurity disproportionately impact individuals based on race and gender.

In this context, community-led tools, such as community kitchen events and public feedings, have played an important role in providing those experiencing extreme hardship with access to adequate food and safe community spaces.

However, rather than supporting these efforts or addressing the root …

A Social Prescription For Loneliness: How Regulation Can Help Prevent A Tsunami Of Health Problems Through Social Connection, Laura C. Hoffman

Georgia State University Law Review

In May 2023, the U.S. Surgeon General declared loneliness a public health crisis. Despite the impact of the Covid-19 pandemic, research has demonstrated that historically, social isolation and loneliness have been long-term influencers of negative health consequences prior to the pandemic. Even in our post-pandemic world, things have not improved and in fact, worsened. The significance of social connection to an individual’s health and overall well-being is evident and more frequently being recognized through the social determinants of health (SDoH).

One of the more recent developments in this area has been doctors routinely evaluating their patients for social isolation and …

Law, Narrative, And Health, Elizabeth Tobin-Tyler

Georgia State University Law Review

No abstract provided.

Shared Language For Responsible Ai Integration, Asa B. Stone, Mark C. Stone, Alisha Bevins, Jean Claude Niyomugabo, Irene Magara, Jacob Abaare, Derek M. Heeren, Mubarak Abu Zouriq

PRAIRIE: Pioneering Responsible AI for Research, Innovation, and Education

As AI rapidly reshapes how we work and learn, employers increasingly seek graduates who can think before they prompt, exercising judgment under pressure rather than merely producing output. Yet students are praised for AI use in one course and penalized for it in the next, and faculty are left to lead responsibly on shifting ground, with no shared language to guide them.

This paper introduces the PRAIRIE Framework for AI Integration, a shift from reactive gatekeeping toward proactive stewardship. It emerged from a qualitative sentiment analysis of three communities (students, faculty, and industry partners) whose concerns converged on one need: …

Every Knee Must Bend: What The Death Penalty Requires From The Rule Of Law, Corinna B. Lain

University of the Pacific Law Review

No abstract provided.

Teaching Learning Newsletter Vol 6 Issue 1, Sastra Deemed To Be University

TLC Newsletter

No abstract provided.

Field Report: Communicating The Uottawa Library Collection Rightsizing Effort, Mackenzie Kathmann

Collaborative Librarianship

This field report examines the development and evaluation of a communications strategy for an academic university library’s multi-year Collection Rightsizing Effort. Recognizing that weeding projects often provoke stakeholder concerns around transparency and consultation, the project team adopted best practices from the Weeding Communications in the Collections Lifecycle Project Communications Matrix framework, developed by a subgroup of the joint Rosemont/ Partnership Communications and Advocacy Working Group, to guide and assess communication practices. The report outlines the creation, evaluation and improvements made to a comprehensive communications strategy. Survey results from the first year reveal strong awareness of the project and shared print …

Activating Shared Print As A Strategy For Legacy Print Access, Michael M. Brewer, Niamh A. Wallace

Collaborative Librarianship

While most libraries participate in collaborative shared print efforts but tend only to rely on them as a failsafe, this article underscores the timeliness and importance of more libraries “activating” shared print as a core strategy for access to legacy print content. The University of Arizona’s experiences with SCELC and HathiTrust for monographs and the WEST-Internet Archive pilot for serials are discussed as examples of how libraries might choose to pursue this approach.

Trends In U.S. Academic/Public Joint-Use Libraries Since 2000, Karen Tatarka

Collaborative Librarianship

Joint-use academic/public libraries in the United States experienced a surge in popularity at the turn of the millennium following the formation of the Dr. Martin Luther King, Jr. Library in San Jose, CA and the Alvin Sherman Library in Davie, FL. These partnerships were met with a mix of enthusiasm and trepidation, and as the number of joint-use libraries grew, a corresponding body of literature developed to help guide prospective partners through the process. Now, twenty-five years after the boom, this article provides a current literature review and examines the existing landscape of academic/public joint-use libraries in the United States. …

What Collaboration Means To Me: From Coordination To Collective Action: Cclp And Cyclops As Infrastructure For Collaborative Collection Stewardship, Boaz Nadav-Manes

Collaborative Librarianship

Academic libraries face growing pressure to manage complex collections under significant resource constraints. While consortial collaboration has long been recognized as a strategic response, existing models remain limited, often failing to influence the full collections lifecycle. This article examines how the Collaborative Collections Lifecycle Project (CCLP) and the Cyclops platform together offer a new model for moving beyond coordination toward genuine collective action in collection stewardship. CCLP provides a community-governed framework structuring collaboration from selection and acquisition through preservation and deaccessioning, while Cyclops complements it with an open, analytics-driven infrastructure that aggregates data across institutions, enabling cross-institutional analysis and translating …

"Certain" Unalienable Rights: Christian Nationalism And Beliefs About Freedom Of Speech, Emily J. Haan

Honors Projects

Christian nationalism can be defined as an ideology advocating for the fusion of Christianity with American civic life. While the First Amendment protects freedom of speech and religion, Christian nationalism has been linked to limiting the rights of those who do not fit into their vision for America. Citing the belief that America was founded as and should continue to be a Christian nation, Christian nationalists hold an exclusionary view of America, pointing to a relationship between Christian nationalist ideology and a limiting freedom of speech for stigmatized groups. This project uses data from the General Social Survey, 2021, (N …

Muon Lifetime: Theory, Experiment, And Simulation, Soren Agustin Munoz

Physics

This senior project investigates the muon lifetime through three complementary approaches: theoretical calculation, laboratory measurement, and computational simulation. The theoretical component develops the necessary background from relativistic field theory to the effective weak interaction, culminating in the leading-order Fermi-theory prediction of τ ≈ 2.2 μs, which explains why the muon lifetime lies on the microsecond scale.

The experimental component measures the lifetime of stopped cosmic-ray muons using a plastic scintillator, photomultiplier tube, and analog timing electronics. A binned Poisson likelihood fit to the primary 15-day acquisition run τ = 2.17^+0.03_-0.09 μs, consistent with the accepted value within the …

Validation Of Electromagnetic Shower Development In A Reduced Alice Focal-E Detector Model Using Geant4, Isaac Lara Romo

Physics

This project focuses on the preliminary simulation of a reduced FoCal-E detector model for the ALICE experiment at CERN. Beamline tests were simulated using an electron gun at various incident energies, and the results were compared with those of the FoCal group. The longitudinal charge deposition per sensor layer was compared between the two setups to verify that the reduced model exhibited expected calorimeter behavior. Additionally, the transverse signal across the high-granularity sensor layers was examined to determine whether the reduced model reproduced the expected lateral development of electromagnetic showers. The results obtained from these measurements show that the reduced …

“Trust Me, It Matters:" Investigating The Relationship Between Student Trust, Institutional Feedback, And Survey Participation, Kyle Thomas Amore

Social Justice in Educational Leadership EdD Dissertations

Universities rely on survey data to improve the student experience, yet declining response rates increasingly threaten the generalizability of these findings. This quantitative quasi-experimental study investigated the relationship between institutional trust and students’ intentions to participate in university-sponsored surveys. Additionally, the study evaluated an information-sharing intervention designed to bolster trust and participation. A QuantCrit lens was employed throughout the development, administration, and analysis of the study. To measure trust, three scales were developed and tested for reliability: Institutional Trust, Institutional Commitment, and Institutional Communication. Results revealed a significant, positive correlation between student-institutional trust and survey intent; however, the impact of …

Breaking The Cycle: How Experiential Learning Helps Boys Of Color Transform Their Lives Through Cultural Wealth, José Oscar Luna

Social Justice in Educational Leadership EdD Dissertations

Boys of color arrive in educational spaces already carrying sophisticated, adversity-tested forms of community cultural wealth. Yet dominant educational frameworks operate from a deficit assumption, designing programs around what these young men lack rather than what they possess. This qualitative study examined how participation in structured experiential learning programs contributes to the development and activation of community cultural wealth among Latinx young men, and which program elements are most critical for fostering that activation.

Drawing on Bourdieu's (1986, 1990) theory of capital and field, Yosso's (2005) community cultural wealth framework, and Kolb's (2015) experiential learning cycle, this study analyzed in-depth …

Operationalizing Creativity: The Role Of The Arts Within Post Secondary Institutions, Jordán Francisco Sandoval

Social Justice in Educational Leadership EdD Dissertations

Despite the significant benefits creative campus spaces offer to their academic communities, non-curricular creative spaces within the university such as art galleries, art museums, and art centers remain critically under-explored within academic research. Addressing this gap by highlighting the lived experiences of arts administrators, this dissertation engages a qualitative study informed by narrative inquiry. Utilizing semi-structured interviews and photovoice elements with arts professionals across multiple colleges and universities, this study captures firsthand perspectives from key leaders in order to (I) provide rich, anecdotal context about the day-to-day realities of arts administration within formal educational environments; (II) illuminate the dynamics that …

The Perspectives Of Parents On Barriers To Parental Involvement In Title I Schools, Beverly Pascal

Walden Dissertations and Doctoral Studies

No abstract provided.

Hydpn: A Hybrid Deep Reinforcement Learning, Programming, And Neighborhood Operations Framework For Integrated Scheduling On Parallel Batch Processing Machines, Yuqi Wang, He Luo, Guoqiang Wang, Zhaoxia Wang

Research Collection School Of Computing and Information Systems

Batch processing machines (BPMs) are widely used in industries such as semiconductors, metal processing, and healthcare, where jobs are processed in batches. As production, inventory, and distribution become increasingly integrated to improve efficiency, research on their joint scheduling in parallel BPM environments remains scarce. This paper addresses the integrated scheduling problem in parallel BPMs, involving production, inventory, and distribution stages, with the objective of minimizing total costs. A unified cost-based model is first formulated, applicable to both in-facility and external distribution scenarios. A hybrid algorithm framework, HyDPN, combining deep reinforcement learning, dynamic programming, and neighborhood operations is proposed. Extensive experiments …

On-The-Fly Generation-Quality Enhancement Of Deep Code Models Via Model Collaboration, Weifeng Sun, Naiqi Huang, Meng Yan, Zhongxin Liu, Hongyan Li, Yan Lei, David Lo

Research Collection School Of Computing and Information Systems

The growing prominence of deep code models in automating software engineering tasks is undeniable. However, their deployment encounters significant challenges in on-the-fly performance enhancement, which refers to dynamically improving the performance of deep code models during real-time execution. Conventional techniques, such as retraining or fine-tuning, are effective in controlled pre-deployment scenarios but fall short when adapting to on-the-fly adjustments post-deployment. CodeDenoise, a notable on-the-fly performance enhancement technology, leverages uncertainty-based methods to identify misclassified inputs and applies an input modification strategy to rectify classification errors. While effective for classification tasks, this approach is inapplicable to generative tasks due to two key …

Interfold: Learning Interpretable Diffusion Manifolds Beyond Binary Samples, Alexander Vincent Lewi, Rainer Tan, Shengfeng He

Research Collection School Of Computing and Information Systems

We propose InterFold, a framework for learning and applying interpretable semantic manifolds in latent diffusion models, without requiring binary or paired supervision. Existing methods for semantic editing either rely on limited paired data or uncover only coarse, unsupervised directions that fail to capture user-specific, fine-grained attributes. InterFold addresses these limitations by learning a target attribute manifold in the H-space of diffusion models using only a set of positive, unlabeled examples. To edit a new image, InterFold projects its H-space representation toward this learned manifold through test-time optimization, enabling precise, identity-preserving modifications of complex, non-binary concepts. To make these edits effective …

Videocreator: An Agentic System For Multi-Turn Video Production, Zhengyang Liang, Yan Shu, Cathal Gurrin, Nicu Sebe, Lizi Liao

Research Collection School Of Computing and Information Systems

Recent advances in video generation models enable visually compelling single clips. However, real-world video creation is inherently continuous and iterative: creators refine content over multiple rounds while maintaining narrative, style, and entity consistency. Existing standalone generators are largely stateless and lack memory of previously generated segments, making it difficult to produce a coherent and consistent video project. To address this gap, we present VideoCreator, a unified video agent that integrates generation and understanding with a project-level memory system. VideoCreator leverages understanding capabilities to perform fine-grained analysis of newly produced content and uses persistent memory to retain and reuse prior context …

Sok: Understanding Zkvm: From Research To Practice, Guomin Yang, Yunbo Yang, Yuejia Cheng, Haibo Tang, Bingsheng Zhang, Kui Ren

Research Collection School Of Computing and Information Systems

Zero-knowledge virtual machine (zkVM) is a powerful infrastructure for proving the correctness of a program execution with a succinct proof, attracting significant interest from researchers, developers, and users. It has been widely used in applications such as blockchain rollups, privacy-preserving machine learning, and off-chain computation. As the field grows, a wide range of zkVMs have been proposed. However, they adopt different choices in instruction formats, trace layouts, and proving backends, which results in a highly heterogeneous design landscape and makes it difficult to understand the relations among these systems.To bridge this gap, we provide a comprehensive study of zkVMs that …

Vehicle-Based Multi-Services For Future Smart Cities, Hao Sun, Jinhua Zhao, Hai Yang, Shenhao Wang, Hamsa Balakrishnan, Thomas W. Malone, Hai Wang

Research Collection School Of Computing and Information Systems

Vehicles are crucial for sustaining socioeconomic activity and improving quality of life in modern cities by offering diverse services. These include passenger mobility, goods delivery, information acquisition, and acting as mobile servers such as food trucks and mobile lockers. At the same time, they also contribute to traffic congestion and air pollution. This tension fosters the rise of urban resource-conserving and sustainable service solutions. In this article, we introduce the concept of “Vehicle-Based Multi-Services” (VeMuS), in which a single vehicle offers multiple services simultaneously. Drawing on practical use cases, we examine service classification and integration for vehicles and the potential …

Enhancing Pointing Gestures Of Non-Hmd Users In Asymmetric Collocated Mixed Reality Collaboration, Nam-Dang Vo, Van-Vinh Thai, Anthony Tang, Khanh-Duy Le

Research Collection School Of Computing and Information Systems

A common collocated group setting in mixed-reality (MR) collaboration is a person wearing a MR headset (HMD user) and presenting MR contents to audiences who are not provided with such specialized devices (Non-HMD users). In this setting, while Non-HMD users can view the MR environment shown on a large physical display, it still remains challenging for the HMD user to interpret their pointing gesture when they spatially refer to objects in the MR environment. To address this, we designed and evaluated two pointing techniques—SCREEN and SCREEN+SPACE—that support Non-HMD users in referring to MR content. Screen pointing allows users to refer …

Esg Reporting Lifecycle Management With Large Language Models And Ai Agents, Thong Hoang, Mykhailo Klymenko, Xiwei Xu, Shidong Pan, Yi Ding, Xushuo Tang, Zhengyi Yang, Jieke Shi, David Lo

Research Collection School Of Computing and Information Systems

Environmental, Social, and Governance (ESG) standards have been increasingly adopted by organizations to demonstrate accountability towards ethical, social, and sustainability goals. However, generating ESG reports that align with these standards remains challenging due to unstructured data formats, inconsistent terminology, and complex requirements. Existing ESG lifecycles provide guidance for structuring ESG reports but lack the automation, adaptability, and continuous feedback mechanisms needed to address these challenges. To bridge this gap, we introduce an agentic ESG lifecycle framework that systematically integrates the ESG stages of identification, measurement, reporting, engagement, and improvement. In this framework, multiple AI agents extract ESG information, verify ESG …

When A Mass Resignation Becomes A Merger: Rethinking Asset Acquisitions For The Ai Era, Nina Fridman

University of Chicago Law Review

The Microsoft–Inflection AI deal shocked Silicon Valley: Nearly all seventy of Inflection’s employees resigned simultaneously to join Microsoft, which then paid the startup’s shell $650 million. After the mass exodus, Inflection appointed new leadership that switched the company’s direction, while Microsoft assumed the mantle of Inflection’s old mission. The competitive effect was thus nearly identical to that of a traditional acquisition. But relying on their novel deal structure to shield them from regulatory requirements, Microsoft and Inflection barreled ahead without filing a notice of the transaction with regulators. The rest of the industry soon followed suit, with Amazon, Google, and …

Quasi-Judicial Immunity Misapplied, Claire Hodges

University of Chicago Law Review

Multiple circuit courts have extended quasi-judicial immunity—a form of judicially derived, absolute immunity—to sheriffs, marshals, and bailiffs when they execute judicial orders. In some circuits, that immunity extension covers the use of excessive force by the officer, even if that force is outside the scope of the order they are executing.

This Comment argues that the trend of lower courts extending quasi-judicial immunity to enforcement officers is inconsistent with the Supreme Court’s absolute immunity doctrine. A survey of the opinions in which the Court has granted absolute immunity to a government official reveals four considerations guiding the Court’s decision. The …

Jurisdictional Waters, Jamison E. Colburn

Faculty Scholarship

No abstract provided.

Emerge/Ncy As Reflective-Critical Practice, Norma Denae Dibrell, Andrew Hollinger, Maggie Shelledy

Writing and Language Studies Faculty Publications

No abstract provided.

A Near-Field Communication (Nfc) Multi-Sensor Node With Optimized Read Range And Adaptive Power Management For Remote Monitoring, Rishin Patra, Hilary Scott Nkimbeng Cho, Jin W. Choi

Michigan Tech Publications

This paper presents the design of a batteryless near-field communication (NFC) multi-sensor node with an integrated adaptive power-management system for sensing applications. The work focuses on harvesting energy from a 13.56 MHz NFC field to power an ultra-low power sensing platform. The design consists of the TI RF430FRL152H, an integrated NFC transponder with an embedded MSP430 microcontroller core and ferroelectric random-access memory (FRAM) non-volatile memory. The system combines an ISO/IEC 15693 NFC front end, a tuned loop antenna for optimized power harvesting, and multiple analog and digital sensor interfaces, and a firmware architecture for intermittent harvested energy operation. The aforementioned …