Digital Commons Network^™

Smart-Twin: Systematic Modeling And Real-Time Transportation With Digital Twins, Hovannes Kulhandjian

Mineta Transportation Institute

Urban transportation networks are increasingly affected by everyday congestion, non-recurring disruptions, and limited real-time visibility into what is happening on the road. Transportation agencies require advanced tools that support faster, proactive management and data-driven infrastructure decisions rather than passive monitoring. This report presents SMART-TWIN, an Artificial Intelligence (AI)–driven Digital Twin framework designed for real-time traffic operations, disruption detection, and performance-based decision-making support. The SMART-TWIN architecture integrates microscopic traffic simulation (detailed traffic modeling), long-horizon synthetic demand generation simulating real travel patterns, supervised machine learning, and performance analysis within a unified and reproducible workflow. A corridor-scale Digital Twin was developed for the …

Nbc Peacock North Summer 2026 Newsletter, Peacock North Staff

NBC Peacock North Newsletter

Highlights include: What's Now! Advice to the Class of 2026 -- Peacock Family -- Spring Luncheon Photo Gallery -- Tributes to Silent Microphones

Systematic Errors In Judging The Performance Of Others, Michael J. Benson

Psychology ETDs

The well-documented tendency of people to be poor estimators of their relative abilities can be problematic in real life. These errors in are highly asymmetric: the worst performers dramatically overestimate their relative ability, whereas the best performers underestimate theirs (Kruger & Dunning, 1999). There are two possible causes of this misjudgment of relative ability: 1) participants are poor estimators of their own performance, or 2) participants are poor estimators of the comparison group’s performance. Kruger and Dunning (1999) attributed overestimation in the worst performers to the former problem but attributed the underestimation in the best performers to the latter problem. …

From Theory To Practice Implementing A Mission, Vision, And Values Statement To Support Change In An Academic Library Liaison Program, Patricia Fiorillo, Kristy Padron

Faculty Scholarship

Academic library liaison programs historically varied in their functions and adapted to their organizational needs and priorities. This case study examines the integration of a mission, vision, and values statement into the liaison program at Florida Atlantic University Libraries. Originating from business and organizational theories, these statements have been adopted by nonprofit organizations, including academic libraries, to guide administrative processes and services. The study highlights a re-visioning of an established liaison program during a period of transition. This fostered a shared understanding of the library’s priorities and documented its goals and objectives. This alignment was particularly crucial as Florida Atlantic …

Learning About Gujarati: Cultural Identity And Family Language, Vritti Sodha

Florida Atlantic Undergraduate Research Journal

Language loss is a prevalent problem that is occurring in immigrant families in the United States. Since regional languages such as Gujarati are not used outside of households and community gatherings, it is not given much importance to learn. In order to combat this problem, community centers hold Gujarati classes for students of all ages to help preserve the language, but the lack of motivation to learn the language still remains. This is because a student needs to have a connection to the language to be motivated to learn it, which can be made through active learning. This study examines …

Common Cybersecurity Attack Types And Zeek-Based Detection Strategies In Iot Networks, Christofer Piedra, Alain Edwards

Florida Atlantic Undergraduate Research Journal

As cybersecurity threats increase in scale and complexity, the ability to distinguish hostile traffic from benign network activity is essential. This research examines five prevalent cyberattack categories that impact IoT environments and outlines detection strategies utilizing the open-source Intrusion Detection System (IDS) Zeek. This study provides practical detection methods designed for scalable, real-time environments by classifying five commonly encountered attacks, namely: Reconnaissance, Denial of Service (DoS) and Distributed Denial of Service (DDoS), Brute Force, Man-in-the-Middle (MitM) and Spoofing, and Botnet and Malware Behavior. For each attack, we analyze the prevalence, operational impact, and associated indicators. We also present Zeekbased pseudocode …

An In-Silico Investigation Of Induced Target Neural Activity Through Simulation-Based Inference Informed Deep Brain Stimulation, James Lee, Ty Roachford

Florida Atlantic Undergraduate Research Journal

Deep Brain Stimulation (DBS) is clinically effective for various neurological disorders, yet its underlying neuronal mechanisms remain unknown. Building on previous studies, we used an in-silico Hodgkin-Huxley biophysical model to investigate hippocampal CA1 responses to DBS. Our simulations replicate key experimental findings, confirming robust somatic depolarization at 140 Hz and a more gradual ramp at 40 Hz, alongside distinct transient and sustained voltage profiles. Both frequencies modulated firing rates, supporting the notion that DBS disrupts pathological network activity. Beyond frequency-specific effects, we employed Simulation-Based Inference (SBI) to identify the DBS features needed to suppress spiking and match a quiescent target …

Rural Business Development Corporation Annual Report 2025-26, Department Of Primary Industries And Regional Development, Western Australia

Reports

Overview

In this report, the Rural Business Development Corporation is referred to as ‘the Corporation’ or ‘the RBDC’. The RBDC is an independent statutory authority of the Government of Western Australia (WA), established under the Rural Business Development Corporation Act 2000 (Act). The Act preserved and continued the body corporate established by the Rural Adjustment and Finance Corporation Act 1993.

What we do

The RBDC administers approved assistance schemes on behalf of the WA Government for the benefit of rural industry and regional communities. Approved schemes may provide financial assistance by way of loans, grants, or other financial incentives. The …

Perspectives Of Scholars, Families, And Advisors On 360-Degree Video Technology In Graduate Education, Oluwatobi A. Mogbojuri, Bridget A. Walsh, Matthew Aguirre

Journal of Human Sciences and Extension

This study explored the experiences of scholars in creating and sharing 360-degree videos, as well as the perspectives of families and advisors who viewed the videos. Focus groups and individual interviews were conducted online using a videoconferencing platform. Perspectives from 20 participants (15 scholars, three advisors, and two family members) were analyzed using thematic analysis. Three primary themes were identified: (1) barriers to 360-degree video use, (2) perspective shifts and limited change, and (3) storytelling and scholar visibility. Findings suggest that 360-degree video technology may be an innovative tool for enhancing recruitment and retention, especially for historically marginalized groups, through …

Made In America, Hidden By Ai: Ai Shopping Chatbots Reveal How Amazon And Walmart Hurt American Manufacturers And Deceive Shoppers, Erie Meyer, Zachary Harris

Center for Law and the Economy

This article investigates the capabilities of two AI shopping agents — Alexa for Shopping and Sparky, operated by Amazon and Walmart respectively — to identify country of origin for products on their respective platforms and flag potential “Made in USA” misrepresentations — where products with “Made in USA” in their title or listing have another country or “imported” listed as their country of origin. This article finds that (1) Amazon and Walmart have the technical capability to detect and flag “Made in USA” fraud; (2) “Made in USA” fraud appears to be common on both Amazon and Walmart; (3) Amazon …

The Implementation Of Smart City Initiatives In Addressing Climate Change Challenges For The Transformation Of Jakarta Into A Resilient Global City, Roby Dwiputra, Nurulitha Andini Susetyo, Apriano Hanindito Amanza

CSID Journal of Infrastructure Development

Jakarta, a densely populated delta city and Indonesia's former capital undergoing post-relocation transformation, faces escalating climate change impacts, including land subsidence and tidal flooding. Annual subsidence rates of 5–25 cm in northern areas and recurrent tidal floods, including the December 2025 event, pose significant threats to urban sustainability and economic stability. This study employs a qualitative descriptive–analytic approach using a single-case study of Jakarta. Smart city initiatives are examined as governance instruments for climate resilience, drawing on secondary data from regulatory documents, real-time digital monitoring platforms, and global smart city performance indicators. The analysis applies thematic and comparative techniques supported …

Nebraska And The Midwest Agtech Ecosystem: Benchmarking Innovation Investment And Translation Gaps, Ankit Chandra, Ishani Lal, Brennan Costello

Department of Agricultural and Biological Systems Engineering: Presentations and White Papers

Agricultural innovation is central to the sustainable transformation of food systems, yet the capital that finances it is unevenly distributed relative to where food is produced. This paper develops a diagnostic framework for measuring this mismatch and applies it across the U.S. Midwest from 2021 to 2025, with particular emphasis on Nebraska's structural position within this landscape. Drawing on venture capital deal-flow data, 17 stakeholder interviews, and a novel strength-weakness-opportunity-gap (SWOG) ecosystem mapping methodology, we document $736 million in tracked Midwest AgTech funding across eight states (Nebraska, Iowa, Missouri, Illinois, Indiana, Kansas, North Dakota, and South Dakota). We introduce three …

Long-Run Effects Of H-1b Immigration On The U.S. Economy, Ran Abramitzky, Leah Boustan, Ahmet Gulak, Jens Hainmueller

Cowles Foundation Discussion Papers

We study the effects of H-1B immigration on U.S. industries that employ H-1B workers and their trading partners. Using a novel cross-industry design and the 1999–2003 expansion of the H-1B visa cap for identification, we find that H-1B exposure raised incomes for natives and pre-existing immigrants, with gains concentrated in non-STEM occupations. Income gains propagate forward through supply chains to downstream industries but not backward to upstream industries, consistent with a productivity shock rather than a labor supply shock. We find no direct effect on patenting, suggesting that productivity gains arise from better task execution rather than patentable invention.

Biographies, Editorial Team

Florida Atlantic Undergraduate Research Journal

No abstract provided.

Essays In Applied Microeconomics, Md Tahmeed Hossain

Economics Theses and Dissertations

This dissertation contributes to empirical economics research by examining three settings in which historical shocks, behavioral constraints, and localized public events affect social relations, decision quality, and public safety. The first chapter examines the persistence of historical religious conflict in contemporary Hindu–Muslim relations in India. The second chapter studies how time pressure affects decision quality in online chess. The third chapter analyzes the localized traffic-safety externalities of NFL game days. Across these settings, the dissertation uses large-scale data and quasi-experimental research designs to distinguish causal effects from selection, spatial concentration, and persistent local conditions.

The first chapter asks whether historical …

Synoptic Conditions Favoring Tropical Cyclone-Enhanced Southwest Monsoon High Precipitation Events In The Philippines, Alwin Andriel L. Bathan, Lyndon Mark P. Olaguera, Faye Abigail T. Cruz, Jose Ramon T. Villarin, John A. Manalo, Jun Matsumoto

SOSE Affiliate: Manila Observatory

The interaction of tropical cyclones (TCs) with the southwest monsoon frequently causes heavy precipitation events (HPEs) and widespread flooding across the Philippines. Despite their substantial socio-economic impacts, the synoptic conditions that favor these events remain insufficiently understood, underscoring the need for systematic investigation to help improve forecasting and risk assessment. Lag composite analysis of daily rainfall records and reanalysis data from July to September for the period 1981–2023 shows that HPEs are more likely to occur when: (1) enhanced monsoon westerlies are present over the tropical Indian Ocean for at least nine days before the HPE, (2) a TC passes …

Tales Of The Empathic Support Provider: How Emerging Adult Women Make Sense Of Providing Empathic Support To Female Friends, Emma R. Eslinger

Department of Communication Studies: Dissertations, Theses, and Student Research

The current study explored the stories and reflections of 33 emerging adult women who made sense of their empathic support provider (ESP) identity in the context of female friendships. From the standpoint of the retrospective storytelling heuristic, within communicated narrative sense-making theory, participants told stories about their ESP identity, including how they provide support to others and reflect on the benefits of drawbacks of serving in this role (CNSM, Koenig Kellas, 2022). Under Proposition 1 of CNSM theory, meanings, values, and beliefs (MVBs) that ESP women expressed in this role were depicted as key takeaways gathered. Findings illuminated how ESP …

Fundamental Uncertainties Invalidate The Precision Of Obsidian Hydration Dating: A Rapa Nui Case Study, Robert Dinapoli, Carl P. Lipo

Anthropology Datasets

Obsidian hydration dating (OHD) measures water absorption into volcanic glass to estimate artifact age. Recent studies using infrared photoacoustic spectroscopy (IR-PAS) claim ±30-year precision, comparable to radiocarbon dating. We tested these claims by applying Bayesian hierarchical models to 242 published IR-PAS measurements from Rapa Nui (Easter Island). Standard OHD practice treats burial temperature and humidity as known constants; we instead modeled them as uncertain variables and propagated that uncertainty through the rate equation. Realistic dating uncertainties are ±300 years, ten times larger than the claimed value. The 95% credible interval for any individual date (~600 years) exceeds Rapa Nui's entire …

Influence Of Stormwater Flooding Events On The Mobile County School District Student Population, Kadence Kali Johnston

Honors Theses

Mobile County, Alabama, receives among the highest annual rainfall totals in the United States resulting in frequent stormwater flooding that intersects with existing socioeconomic vulnerabilities. Within the Mobile County Public School System (MCPSS), 77% of students are economically disadvantaged and over 10% experience homelessness, creating heightened risk for educational disruption during flood events. This study investigates how stormwater flooding influences school attendance, closures, and academic performance across MCPSS, providing insight into how climate-driven hazards exacerbate educational inequities. The research integrates flood frequency, school performance metrics, and GIS flood-zone mapping and teacher perceptions to understand how flooding affects student learning opportunities. …

What Is Media Authenticity?: A Guide To Detecting Authentic Media Literacy, Kawan Yarbrough

Theses

This project seeks to answer the question of what media authenticity is, as it relates to different forms of popular media such as social media and content creators, content consumers that also actively post on social media, Reality Television and also touching base on how Artificial Intelligence has infiltrated the lives of many. Aside from discussing academia that has been published on this topic prior, my project will additionally include a quick guideline for being able to detect inauthentic media, and give quick points and recommendations for people that have no active media literacy training of any kind that can …

Hkc06 - Information Versus Attention In Flood Risk Disclosure, Dolores Albarracín, Timothy Hyde

Oberlin College Kasper Economics and Business Working Paper Series

Flood risk disclosure is expanding rapidly in real estate markets, but if disclosures move demand by commanding attention rather than by conveying information, theirwelfare effects are ambiguous. We examine this tension in a discrete choice experiment where 1,498 respondents make hypothetical choices among real Gulf Coast properties under a control condition and four disclosure formats varying in informational content and presentation. Absent disclosure, insurance costs barely influence choices; by contrast, when respondents are shown precise flood insurance estimates, they are willing to pay $3.34 in annualized housing costs to avoid each annual premium dollar. Using a separate beliefs elicitation, we …

Beyond The Catalog: Library Professionals' Adoption Of Ai And Ai Tools Through The Lens Of Utaut, Dr. Sankar P, Anjaline R

Library Philosophy and Practice (e-journal)

The exponential growth of Artificial Intelligence (AI) technology has radically changed the information landscape, making it essential to explore how library professionals perceive and utilize these new tools. This study examines attitudes of library professionals toward AI and AI-based tools through the lens of the Unified Theory of Acceptance and Use of Technology (UTAUT). A structured questionnaire survey was conducted amongst 165 library professionals from academic, public and special libraries spread across India. The study applies Structural Equation modeling (SEM) with the use of AMOS 26.0 to analyze the relationships among UTAUT constructs such as Performance Expectancy (PE), Effort Expectancy …

Dataset To Analyzing Energy Use In 2 & 3d Imaging Systems And Workflows, Michael J. Bennett

Published Works

Analyzing Energy Use in 2D & 3D Imaging Systems and Workflows Dataset

CONTENTS: Z-WaveReportingProfiles; SessionInput; DroneFlights; SessionsComputed; Types; ByType; GrossSummaryUnweighted; WeightingSummary; Raw Sampling History Data

When Neighborhoods Change, So Do Schools: Gentrification’S Influence On Public Education, Diego Ramirez

Theses and Dissertations from DePaul University

Neighborhood change is a common feature in urban life; however, gentrification is a distinct form of urban transformation characterized by rising property values, reinvestment, and shifts in neighborhood socioeconomic makeup. This literature review investigates the mechanisms through which gentrification reshapes public education and argues that gentrification has a direct impact on public schools, as these institutions reflect the socioeconomic communities around them. As neighborhoods gentrify and class demographics shift, education systems struggle to meet the demands of changing student populations, leading to unequal educational experiences. Specifically, this literature review demonstrates how gentrification reshapes public education through changes in school enrollment, …

From Gap To Growth: Academic Librarian Perspectives On Why Collaboration And Curriculum Matter, Stephanie Hallam

Library Faculty Scholarship

Incoming undergraduate students possess information literacy skillsets impacted by several factors, such as prior development of information literacy skills, librarian-faculty collaboration, and GenAI advancements. Academic librarians’ perspectives on undergraduate students’ library use and information literacy skills were examined via a 2025 survey of 337 undergraduate academic librarians. Using the Pearson bivariate method, the authors identified themes pertaining to the challenges students face as well as librarian-proposed solutions. Open responses from librarians provide additional insights. The results showed that librarians desire faculty partnerships and collaborative library instruction to improve information literacy skills and library use.

How Much Should A Conversational Recommender System Converse?, Akshit Kumar, Vahideh Manshadi, Akhilesh Tumu

Cowles Foundation Discussion Papers

Conversational recommender systems powered by generative AI can enhance personalization by facilitating information elicitation through follow-up questions. However, engaging in these conversations imposes a communication cost on users. As platforms with different objectives and monetization models deploy these systems, a central question is: how does the platform’s objective and sellers’ strategic response shape the design of these systems in terms of their elicitation strategy? We develop a parsimonious model of conversational elicitation in which interaction generates noisy preference information and imposes a communication cost borne by the user. A user-welfare-maximizing platform elicits more information when accurate niche matching yields large …

Determinan Fungsi Intermediasi Bank Kbmi 4 Di Indonesia, Friestha Sari Putri, Telisa Aulia Falianty

Jurnal Ekonomi dan Pembangunan Indonesia

This study examines the effects of bank-specific characteristics and macroeconomic variables on the intermediation function of KBMI 4 banks in Indonesia during 2014–2023. The variables include NPL, BOPO, CAR, bank size, ROA, GDP, BI Rate, and pandemic and recovery dummies. Secondary data from four KBMI 4 banks were analyzed using a panel-data Fixed Effect Model. The results show that NPL has a negative effect, while BOPO, CAR, ROA, GDP, and BI Rate have significantly positive effects on LDR. Bank size is insignificant. The pandemic and recovery dummies reduce LDR by 10.43 percent and 10.33 percent, respectively.

Food Insecurity, Economic Shocks, Poverty, And Inequality In Nigeria, Ibrahim Tijjani Salihu, Jahen F. Rezki

Jurnal Ekonomi dan Pembangunan Indonesia

Drawing on the 2018/2019 Nigeria General Household Survey — a nationally representative sample of 5,000 households across six geopolitical zones obtained using multi-stage stratified sampling — this study applied linear probability and probit models to examine poverty’s socioeconomic drivers. Findings show food insecurity and economic shocks worsen poverty, while remittances, credit access, employment, safety nets, and education help reduce it. Using poverty indices and the Gini coefficient, the analysis found rural households face greater poverty incidence, depth, and severity than urban households, despite urban areas showing marginally higher income inequality. Inequality among lower-income households, however, was nearly identical across both …

Infrastruktur, Kelembagaan Tani, Kemandirian Ekonomi Desa: Geografi Dan Paradoks Kepemimpinan Di Indonesia, Tri Wahyu Cahyono

Jurnal Ekonomi dan Pembangunan Indonesia

This study examines determinants of village economic independence (PADes) in Indonesia, focusing on infrastructure, social capital, and leadership. Using 2024 PODES census data (N=84,240) and clustered logistic regression, results show road infrastructure as the strongest factor (OR: 2.27). A “leadership paradox” emerges, where higher education of village heads negatively correlates with PADes formation. Geographic analysis reveals infrastructure effectiveness depends on topography, with lowland areas gaining the greatest structural advantage. Findings highlight the need for topography-based policy differentiation to strengthen fiscal independence in rural Indonesia.

Institutional Barriers To Agro-Food Export Upgrading: Evidence From Indonesia’S Modified Cassava Flour Sector, Arie Kusuma Paksi, Fiya Ainur Rohmatika, Melvin Jabar

DLSU Business & Economics Review

The growing global demand for functional and sustainable foods has prompted developing countries to explore alternative exports, including Indonesia’s modified cassava flour (MOCAF). Despite its environmental benefits and gluten-free properties, MOCAF’s penetration into European markets remains limited. This study examines institutional barriers constraining MOCAF exports using Scott’s framework of regulative, normative, and cognitive institutions. A qualitative approach combined in- depth interviews, town hall meetings, and secondary data from governmental and international sources. Findings show that institutional constraints, rather than product quality alone, hinder European Union market entry and reduce competitiveness. Regulative barriers include fragmented logistics and high certification costs. Normative …