Digital Commons Network^™

Key Library Resources: Graduate Resources, Raquel Estrada

Library Display Posters

No abstract provided.

Katz Media Group, Willow Saje

Audience Research Firm Presentations

No abstract provided.

Marketing Evaluations, Inc., Hailey Lozier

Audience Research Firm Presentations

No abstract provided.

Yougov, Jayson Purdy

Audience Research Firm Presentations

No abstract provided.

Comscore, Seth Keiser

Audience Research Firm Presentations

No abstract provided.

Sprout Social, Jillian Johnson

Audience Research Firm Presentations

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Triton Digital, Madison Podojil

Audience Research Firm Presentations

No abstract provided.

Bia Advisory Services, Joshua Martin-Hayden

Audience Research Firm Presentations

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Mri-Simmons, Makenna Lawson

Audience Research Firm Presentations

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Meltwater, Olivia Peters

Audience Research Firm Presentations

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Ipsos, Anna Siegel

Audience Research Firm Presentations

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Qualtrics, Shea Filbrun

Audience Research Firm Presentations

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Kantar Group, Renaldo Garcia

Audience Research Firm Presentations

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Hubspot, Sarah Gronwall

Audience Research Firm Presentations

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Copyright, Learnright, And Fair Use: Rethinking Compensation For Ai Model Training, Frank Pasquale, Thomas W. Malone, Andrew Ting

Northwestern Journal of Technology and Intellectual Property

Generative AI can rapidly output vast amounts of expressive content, some of which has great value for society. This new computational process also raises a deep question of fairness: Will the original creators of the content used to train these systems share in the value they create? The question becomes particularly urgent as the potential effects of generative AI on markets for creative works become clearer. Artists with a distinctive style may find it nearly impossible to sell their new work when very low-cost substitutes can be generated automatically. News publishers whose content can now be paraphrased by generative AI …

A Political Meeting Lost In Translation: Cross-Lingual Aspect-Based Sentiment Analysis Of How English, Turkish, And Russian Media Frame The Same Syria-Trump Meeting, Murathan Kocaman, Kirill Sidorko

IPHS 391: Interdisciplinary AI Frontiers

We examine how three newspapers in different languages (New York Times in English, Sözcü in Turkish, and NurKZ in Russian) frame the same Syria Trump meeting using aspect based sentiment analysis. Each article was segmented into sentences (NYT 67, NurKZ 40, Sözcü 26), with Turkish and Russian sentences translated into English while preserving the original text for reference. We applied an LLM based ABSA labeler constrained to a fixed set of predefined aspects, allowing us to compare sentiment at the level of specific themes rather than overall tone. Our analysis focuses on four high contrast aspects: sanctions and the Caesar …

Disagreement Among Ai Models As A Metric Of Economic Uncertainty: Testing Ai Disagreement Against Traditional Uncertainty Metrics, Peter Dunson, Andre Mccloud, Gwen Eisenbeis

IPHS 391: Interdisciplinary AI Frontiers

This study proposes an AI-based economic uncertainty metric built from disagreement among three frontier large language models (Claude, Google Gemini, and ChatGPT) that score daily market sentiment across five dimensions: equities, inflation, labor, consumer confidence, and forward guidance. We quantify both across-model and within-model disagreement using cosine distance between 5-dimensional sentiment vectors and assess whether these disagreement measures track or relate to established uncertainty benchmarks (VIX, EPU, and the Citi Economic Surprise Index). Results suggested that across-model disagreement moved more closely with new and policy-based uncertainty than with option-implied volatility, as it was strongly positively correlated with the Economic Policy …

El Leñador, October 2025, El Leñador Staff

El Leñador Newspaper

El Leñador is an English and Spanish newspaper produced by Humboldt State University students. Our staff cover and provide news to Latinx and other diverse communities on campus and in Humboldt County. We are committed to providing relevant news and expanding the representations and stories told about people of color and other marginalized groups. Our work helps create more social, political and cultural diversity in local media.

El Leñador es un periodico en español y inglés producido por estudiantes de la Universidad Estatal de Humboldt. Nuestro personal cubre y provee noticias a la comunidad Latinx y otras comunidades diversas en …

Fair + Equitable October 2025, International Association Of Assessing Officers

Fair + Equitable

The October 2025 issue of F+E offers stories on the recent annual conference, along with industry news.

• Nearly 1,700 attended the annual conference
• New IAAO Class of Fellows announced
• Volunteers needed for committees, task forces
• 2025 IAAO award winners & CEAA recognition
• Updates to the Standard on Ratio Studies
• 2026 IAAO Board candidates and election
• New York City's Department of Finance's apprenticeship program
• Nov. 7 is Legal Seminar early registration deadline
• Las Vegas is leading nation in glut of houses
• The need for regular salary studies
• Thought leader article on how location intelligence enhances efficiency, fairness, and public confidence
• New …

Democracy And Public Policy Network Expert Analysis On October 2025 Poll, Robert Alexander

Democracy and Public Policy Network Polls

No abstract provided.

Making Youth Matter, Kimberly Ambrose

Washington Law Review

Gun violence is the leading cause of death for children and adolescents in the United States. The harm caused by this public health crisis falls disproportionately on Black and Brown youth. While it is broadly accepted that children are less blameworthy than adults for their criminal behavior, what does this mean when they have access to and use guns? The Supreme Court held that youth matters when juveniles face life without parole sentences because children are different from adults—they fail to appreciate risks and consequences; are more impulsive; more susceptible to peer and family influence; less able to remove themselves …

Estabilización Estructural Y Desigualdad Financiera: La Proliferación Del Crédito Al Consumo Y La Bancarización Estratificada En El Área Metropolitana De Buenos Aires Entre 1983 Y 2001, Elias Mceaneney

Argentina: Social Movements and Human Rights

This study analyzes how the neoliberal reforms implemented in Argentina between 1983 and 2001 transformed household access to credit and reconfigured financial inequality in the Metropolitan Region of Buenos Aires. Through a mixed-methods strategy that combines long-run quantitative analysis of macroeconomic, labor, and economic indicators with a qualitative reconstruction of institutional and sociopolitical change, the research demonstrates that the stabilization achieved under the Convertibility Plan enabled a rapid expansion of the banking system and consumer credit. However, this growth did not generate broad financial inclusion; access to accounts, loans, and credit cards remained strongly conditioned by labor formality, income level, …

Public Perception And Awareness Of Shark Nets In New South Wales, Drew Rosenfeld

Australia: Rainforest, Reef, and Cultural Ecology

Shark nets have been in use along the beaches of New South Wales since 1937, with the purpose of the nets to reduce human shark encounters near popular beaches. While the purpose of the nets is to protect personal safety, the nets also entangle and harm non target marine life. This study examined public perception and awareness of shark nets in NSW through a mixed method approach that utilized survey and interview data. In total, 201 surveys were administered on Bondi and Coogee beach. Five interviews were also carried out with key stakeholder groups. Results have shown that public perception …

Learning From The Roost: An Exploration Of Public Perceptions And Education Around Grey-Headed Flying Foxes At Centennial Parklands, Sydney., Gigi Pandole

Australia: Rainforest, Reef, and Cultural Ecology

Grey-headed flying foxes (Pteropus poliocephalus) have become a familiar feature of many Australian cities, and this visibility often prompts a mix of curiosity, uncertainty and concern. In Sydney, the long-term colony at Lachlan Swamp in Centennial Parklands brings thousands of visitors into close contact with the species each week. Some people respond with interest or appreciation, while others feel uneasy due to noise, smell or common misconceptions about disease. These everyday encounters raise an important question for conservation: how do people form their perceptions of flying foxes, and what role does education play in shaping coexistence in urban environments? This …

Breaking The Echo Chamber: Market Failures In The Social Media Information Market And The Need For Reform, Aleco M. Hamrick

Indiana Law Journal

Traditionally, the information market is centrally controlled. Once information consumption transitioned from the physical world to the digital world, the barrier of entry to the information dissemination market was reduced from printing presses and distribution networks to a smartphone and an internet connection. Ostensibly anyone can distribute any idea at any time. This strains the traditional information governance model that has dominated the information market for centuries; where epistemic authorities once controlled both the streams of information and the kinds of information that entered them, now social media companies exert limited control over information streams and no control over what …

The Stewart Lecture In Labor And Employment Law: Employment And Identity, Matthew T. Bodie

Indiana Law Journal

Work shapes our identities, and our identities shape our work. The tension between personal identity and work identity drives popular culture, as seen in shows like Severance and The Bear, and it frames our conceptions about who we are and what gives our lives meaning. In many respects the law has assumed a clear separation between work lives and personal lives, divvying up control and responsibility over these realms on that basis. But the divide, never absolute, has blurred considerably through technological change, legal developments, and social expectations, resulting in a more pervasive employer presence in both our workspaces …

Assessing Market Efficiency In Corporate And Securities Litigation, Charles Korsmo, Minor Myers

Indiana Law Journal

In recent decades, courts have increasingly looked to trading prices as evidence—often conclusive evidence—in high-stakes corporate law disputes over a company’s fair value. This development has been especially dramatic, and consequential, in Delaware. Where a stock trades in an efficient market, the logic goes, the prevailing trading price can be used to resolve any disputed issue of valuation. But this expedient comes with an unavoidable question: When is a market “sufficiently efficient” for a court to rely on it as a measure of value?

 Federal courts have long experience evaluating the relative efficiency of trading markets in the context of …

The Pastor As Romantic Author: Ai, Preaching, And The Unacknowledged Inheritance Of Authenticity, Daniel Plate, James Hutson

Faculty Scholarship

This article interrogates contemporary reactions to sermons produced with generative technologies through a historical–conceptual lens, arguing that widespread judgments of such outputs as “soulless,” “generic,” or lacking a “beating heart” are best explained by an unacknowledged inheritance from nineteenth-century Romantic expressivism. Rather than treating resistance to machine authorship as a theological verdict on computational incapacity, the study reconstructs how Romanticism centered authorship in sincere self-expression and solitary genius, displacing earlier heraldic expectations that prized fidelity to a received message. Methodologically, the analysis combines intellectual history with discourse analysis of global Christian experiments in synthetic composition (2020–2025), denominational guidance, and media …

Curiosity, Intention, And Reflection On Teaching And Learning Edps 967 Motivation In Education: A Teaching Portfolio, Mary G. Zeleny

UNL Faculty Course Portfolios

The intention of this course portfolio is to reflectively explore more deeply the teaching and learning of the Educational Psychology graduate course, EDPS 967- Motivation in Education. This course provides a foundation of theories and concepts related to motivation from a psychological perspective, including the interrelatedness of affect and emotion, with an emphasis on the learning environment. The course focuses on different theories of motivation, motivation in education, and considering theoretical applications in education, as well as professionally and personally. The class explored motivation, including the impact of emotions in motivation, through reading, course activities, assignments, and discussion. Goals included …

We Have Always Been Here: Trans Oral History Project Grant Application, Finn Vincent-Fix

Historic Preservation Final Projects

This project is a grant application for the HOPE Fund, a permanent community endowment established at the Community Foundation for Southeast Michigan for the purpose of providing grants to organizations serving local LGBTQ+ communities. The grant would have been used to finance the We Have Always Been Here: Trans Oral History Project (WHABH), which seeks to preserve the stories of transgender individuals living in SE Michigan utilizing the practice of oral history. Grant funding would allow project personnel to conduct, transcribe, publish, and preserve the stories of a marginalized population whose rights are actively being threatened in the highest courts …