Digital Commons Network^™

Copyright And Artificial Intelligence, Part 2: Copyrightability

Copyright, Fair Use, Scholarly Communication, etc.

This report by the United States Copyright Office addresses the legal and policy issues related to artificial intelligence (AI) and copyright as outlined in the Office’s August 2023 Notice of Inquiry (NOI).

The report will be published in several parts each one addressing a different topic. This part addresses the copyrightability of works created using generative AI. The first part, published in 2024, addresses the topic of digital replicas—the use of digital technology to realistically replicate an individual’s voice or appearance. A subsequent part will turn to the training of AI models on copyrighted works, licensing considerations, and allocation of …

United States Environmental Protection Agency Scientific Integrity Policy

Copyright, Fair Use, Scholarly Communication, etc.

US EPA SIP

Implementing Information Literacy Practices In Curriculum, Ongelle Schroeder

All Graduate Theses, Dissertations, and Other Capstone Projects

This literature review explores the value of integrating information literacy instruction into existing curricula, with a focus on collaboration between faculty and librarians. As students face an overwhelming volume of information, equipping them with the skills to navigate, evaluate, and use sources effectively is increasingly essential—especially in course that require source-based writing, research, and critical analysis. The review highlights key approaches and resources to support educators in embedding information literacy into instruction. While this literature review was written for the contexts of ENG 101 and COMM 100/102, its themes are applicable to a wide range of teaching contexts.

Creating And Implementing An Inclusive Metadata Policy, Nicole Lewis, Jeremy Myntti

Faculty Publications

The BYU Library developed an Inclusive Metadata Policy for metadata creators to use when creating and remediating descriptions to be more inclusive. Accompanying the policy is a companion document with recommendations and examples, including links to many external resources. In addition to working with stakeholders in the library to develop the policy, we consulted with the University’s Office of Belonging. This presentation will describe the process we used to create the library policy and recommendations document and share information about how the policy has been implemented.

Information Studies: Library Development Of An Undergraduate Curriculum For The Information Age, Heather A. Howard, Erla Heyns, Matthew Hannah, Dave Zwicky, Clarence Maybee

Libraries Faculty and Staff Scholarship and Research

In today’s information-rich environment, students need to understand how to navigate information challenges such as mis/disinformation, conspiracy theories, algorithmic and information literacy, and artificial intelligence. As we have seen, such information challenges will continue to have an outsized impact on our online lives, civic health, and democratic norms. These information challenges have had a dramatic impact on democratic norms. To address these challenges, librarians at a large public university used both qualitative and quantitative methods such as an environmental scan, stakeholder analysis, focus groups, and interviews to inform the development of an Information Studies Minor designed to intervene in this …

Aku Libraries Annual Report - 2025, Office Of The University Librarian

Office of the University Librarian Reports

- Message by Peter Gatiti Associate Vice Provost & University Librarian

- The Beautiful Nakawa Campus Library

- AKU Author’s Day 2025

- Celebrating 5 Years of AKU Author’s Day: Bold Voices, Powerful Stories, Lasting Impact.

- A Student’s Journey into Co-Authoring Neuroscience

- My Fear of Academic Writing

- University Library Strategic Plan 2024-2029

- Lecture Series on Open Science

- Behind the Scenes

- Our Libraries & Students

- Book Conversations…

- RFID Technology at AKU Libraries

- Video Editing: Where Vision Meets Creativity

- Preserving Today for Tomorrow

- “Our Collections Matter”

- The FMIC Library

- …

Electronic Resources Management 101, Michelle E. Colquitt, Cassidy Carter, John Felts, Chris Vidas

Presentations

No abstract provided.

Uso De Herramientas De Inteligencia Artificial Generativa Por Parte De Docentes En Una Escuela Del Suroeste De Puerto Rico, Glorimar N. Rodríguez Guiliani

Theses and Dissertations

Esta disertación aplicada fue diseñada para investigar el nivel de conocimiento, uso y dificultades que enfrentan los docentes de quinto a duodécimo grado en una escuela privada del suroeste de Puerto Rico respecto a tecnologías emergentes las cuales presentan desafíos significativos para los docentes y los estudiantes. Se exploró la utilización de herramientas de inteligencia artificial generativa (GenAI) como ChatGPT dentro y fuera del aula para actividades pedagógicas y administrativas.

Los hallazgos revelaron una notable carencia en el conocimiento docente sobre el uso y habilidades de la inteligencia artificial. Se identificó, también, una deficiencia en la capacidad de los docentes …

Status-Based Microaggressions Experienced By Teacher-Librarians And Advocacy Strategies To Address Them, Jennifer Mary Mckenzie

Antioch University Dissertations & Theses

This qualitative dissertation explores the lived experiences of Oregon certified teacher-librarians and examines how status-based microaggressions impact their professional roles, working conditions, and advocacy efforts. Drawing from focus group methodology, consciousness-raising groups, and microaggression theory, particularly Dr. Derald Wing Sue’s Five Phase Microaggression Process Model, this study analyzes data from nine virtual focus groups with 20 participants representing 14 Oregon school districts. Oregon teacher-librarians are among the most understaffed in the nation and often experience professional marginalization. This study introduces participants to the term “status-based microaggression,” instances rooted in perceived organizational hierarchies. This study finds that all participants were unfamiliar …

A Battle Of The Chatbots: An Exploratory Comparison Of Chatgpt, Gemini, Copilot, Claude, Perplexity And Huggingchat, Karen Okamoto

Publications and Research

This exploratory study compares the output of the free versions of six generative artificial intelligence (AI) chatbots—ChatGPT, Gemini, Copilot, Claude, Perplexity and HuggingChat. Five questions were submitted to all of the chatbots and examined according to the length of the response, tone of the response, and any additional features provided by the chatbots such as citations, web links, and helpful follow-up questions. This comparison found that Perplexity excelled at responding to all of the questions though others provided strong outputs as well, pointing to the possible importance of using multiple chatbot for answers and for continually examining different chatbots given …

Collaborative Leadership, Elizabeth Burns

STEMPS Faculty Publications

The article focuses on the importance of collaborative leadership among school librarians to enhance their effectiveness in various roles, including as instructional partners and information specialists. It emphasizes that school librarians often struggle with their leadership identity, but adopting a collaborative approach can facilitate shared responsibility and empower teamwork. The text highlights successful initiatives, such as partnerships between school and public librarians in Napa Valley, which ensure equitable access to library resources for all students, and collaborations between school librarians and administrators that underscore the impact of libraries on student success. Additionally, it discusses the global perspective on school librarianship, …

Milner Library Annual Report, 2025, Milner Library Illinois State University

Reports and White Papers - Milner Library

2025 annual report for Milner Library, Illinois State University.

Using Expert Knowledge And Peer Review To Create A Reproducible Process For The Nahrs Nursing Essential Resources List (Nnerl), Rebecca Raszewski, Lorraine Porcello, Alissa V. Fial, Carolyn C. Dennison, Rachel Keiko Stark, Karen S. Alcorn, Sarah Wade

Library Faculty Research and Publications

Background: Librarians have relied on resource lists for developing nursing collections, but these lists are usually in static or subscription-based formats. An example of this is the 26th edition of the Essential Nursing Resources last published in 2012. The Nursing and Allied Health Resources and Services (NAHRS) Caucus Nursing Essential Resources List (NNERL) Task Force has been working on a new list since Fall 2020. The goal of the Task Force is to create a nursing resource list that represents current materials and formats, uses a selection process that is transparent and reproducible, and will be available to a broad …

Github Repository Complexity Leads To Diminished Web Archive Availability, David Calano, Michael Nelson, Michele Weigle

Computer Science Faculty Publications

Software is often developed using versioned controlled software, such as Git, and hosted on centralized Web hosts, such as GitHub and GitLab. These Web hosted software repositories are made available to users in the form of traditional HTML Web pages for each source file and directory, as well as a presentational home page and various descriptive pages. We examined more than 12,000 Web hosted Git repository project home pages, primarily from GitHub, to measure how well their presentational components are preserved in the Internet Archive, as well as the source trees of the collected GitHub repositories to assess the extent …

A Bibliographic And Topic Modeling Analysis Of The P-Adic Theory Literature Using Latent Dirichlet Allocation, Humberto Llinás, Ismael Gutiérrez, Anselmo Torresblanca, Javier De La Hoz, Brian Llinás

Computer Science Faculty Publications

P-adic analysis, introduced by Kurt Hensel in the early 20th century, has developed into a fundamental area of mathematical research with broad applications in number theory, algebraic geometry, and mathematical physics. This study aims to examine the thematic evolution and scholarly impact of p-adic research through a comprehensive topic modeling and bibliometric analysis. Using classical bibliometric techniques (e.g., performance analysis, co-authorship, and co-citation networks) combined with Latent Dirichlet Allocation (LDA), we analyzed 7388 peer-reviewed documents published between 1965 and 2024. The computational workflow was conducted using R (version 4.4.1) and VOSviewer (version 1.6.20), which enabled the identification of 20 distinct …

Can Llms Beat Humans On Discerning Human-Written And Llm-Generated Science News, Dominik Soós, Meng Jiang, Jian Wu

Computer Science Faculty Publications

Science news is increasingly important in connecting scientists and the public by sharing discoveries and innovations. With the rise of large language models (LLMs), there is potential to automate science news creation, but concerns exist about the quality of LLM-generated news versus human-written news. This paper explores whether LLMs can outperform humans in distinguishing between human-written and LLM-generated news. Inspired by the Chain-of-Thought prompting method, we designed a simple yet effective variant called Guided Few-shot (GFS), which encodes the characteristics of news of two types with examples. Our experiments indicated that GFS with just a single example effectively boosted the …

From Philosophy To Nlu: Evolving Definitions With Research Hypotheses, Jian Wu, Sarah Rajtmajer

Computer Science Faculty Publications

Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and generate hypotheses in open and scientific domains. However, interpretations of the term hypothesis for various natural language understanding (NLU) tasks have migrated from traditional definitions in the natural, social, and formal sciences. Even within NLU, we observe differences defining hypotheses across literature. In this paper, we overview and delineate various definitions of hypothesis. Especially, we discern the nuances of definitions across recently published NLU tasks. We highlight the importance of well-structured and well-defined hypotheses, particularly as …

From Philosophy To Nlu: Evolving Definitions Of Research Hypotheses, Jian Wu, Sarah Rajtmajer

Computer Science Faculty Publications

Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and generate hypotheses in open and scientific domains. However, interpretations of the term hypothesis for various natural language understanding (NLU) tasks have migrated from traditional definitions in the natural, social, and formal sciences. Even within NLU, we observe differences defining hypotheses across literature. In this paper, we overview and delineate various definitions of hypothesis. Especially, we discern the nuances of definitions across recently published NLU tasks. We highlight the importance of well-structured and well-defined hypotheses, particularly as …

Humans Vs. Llms On Open Domain Scientific Claim Verification: A Baseline Study, Benjamin Curtis, Stefania Dzhaman, Matthew Maisonave, Jian Wu

Computer Science Faculty Publications

Verifying scientific claims is challenging for the general public because most people lack domain knowledge. Manual verification by subject domain experts is accurate, but it is obviously not scalable to meet the rising number of scientific claims on the Web. Whether the emerging large language models and large reasoning models can be used for scientific claim verification, and how their performances compare to humans, are still research questions. To this end, we developed a new benchmark MSVEC2 that consists of 138 claims from credible fact verification websites and science news outlets. Two tasks were given to both human and LLM …

An Analytical Review Of Preprocessing Techniques In Bengali Natural Language Processing, Sovon Chakraborty, Protiva Das, Shakib Mahmud Dipto, Md Aktaruzzaman Pramanik, Jannatun Noor

Computer Science Faculty Publications

Research in Bengali Natural Language Processing (BNLP) is rapidly expanding. Despite being one of the most widely spoken languages in the world, BNLP research remains insufficient, particularly in Bengali speech recognition. The languages rich morphology, agglutinative structure, and diverse dialects make text and speech processing especially challenging. However, these challenges can be addressed with effective preprocessing techniques. Various organizations in Bangladesh and West Bengal are integrating Natural Language Processing (NLP) into their services, but without a thorough understanding of preprocessing, these implementations remain incomplete. Applying proper preprocessing techniques to the Bengali language will serve as a foundation for developing robust …

Not Here, Go There: Analyzing Redirection Patterns On The Web, Kritika Garg, Sawood Alam, Dietrich Ayala, Michele C. Weigle, Michael L. Nelson

Computer Science Faculty Publications

URI redirections are integral to web management, supporting structural changes, SEO optimization, and security. However, their complexities affect usability, SEO performance, and digital preservation. This study analyzed 11 million unique redirecting URIs, following redirections up to 10 hops per URI, to uncover patterns and implications of redirection practices. Our findings revealed that 50% of the URIs terminated successfully, while 50% resulted in errors, including 0.06% exceeding 10 hops. Canonical redirects, such as HTTP to HTTPS transitions, were prevalent, reflecting adherence to SEO best practices. Non-canonical redirects, often involving domain or path changes, highlighted significant web migrations, rebranding, and security risks. …

The Use Of Peer-To-Peer Observation And Feedback Cycles To Address Factors Impacting Perceived Professional Self-Efficacy Of School Librarians In A Kentucky School District: A Mixed Methods Action Research Study, Kelli D. Reno

Theses and Dissertations--Educational Leadership Studies

Research has shown that the school librarian occupies a unique and singular role in school settings. As such, their belief in their ability to master professional competencies is often self-referential and subject to negative influence from external organizational forces. This Mixed-Methods Action Research study explored the effect targeted institutional support for professional practice, via Peer-to-Peer Observation and Feedback cycles, has on perceptions of professional self-efficacy among the school librarians in one district.

A literature review focused on self-efficacy theory and school library research relating to role perception, organizational positioning, professional competencies, and job satisfaction anchored the diagnosis phase of this …

Investigating Post-Adoption Abandonment Of Mental Health Mobile Applications Among Young Adults, Donald Harris

Electronic Theses & Dissertations (2024 - present)

The rising prevalence of mental health issues among young adults has driven increased interest in Mental Health Mobile Applications (MHMAs), which offer accessible and cost-effective solutions to traditional barriers such as financial limitations, stigma, and restricted healthcare access. Despite their promise, MHMAs frequently experience high rates of attrition and abandonment, significantly limiting their long-term effectiveness. Employing a mixed-methods, multi-stage research design, this dissertation explores the determinants of MHMA abandonment among young adults, emphasizing the interplay between technological inhibitors and enablers, individual user characteristics, and the mediating roles of user satisfaction and perceived usefulness.

Study 1 utilized quantitative text analysis, including …

Georgetown University Law Library, Georgetown University Law Center, Austin Martin Williams

Georgetown Law Faculty Publications and Other Works

The story of the Georgetown University Law Library (Law Library) is one of exceptional growth, innovation, and change throughout its more than 100 years in existence. While the Law Library's history is rich in detail, it cannot be fully told without exploring the history of both the Georgetown University Law Center (Law Center) and Georgetown University (University).

Interactive Visualization Workflows For Mitigating Analytical Uncertainty, Kaustav Bhattacharjee

Dissertations

This dissertation takes a process-centric and stakeholder-first perspective for handling analytical uncertainty: the form of uncertainty that confronts data analysts' insight-generation processes in high-consequence decision-making scenarios. The cost of an incorrect decision when data is used for movie recommendations as opposed to when personal data is used to drive insights or when data-driven modeling is used to drive real-time decisions for maintaining the health of a grid are vastly different in terms of consequences. This dissertation looks at analytical uncertainty in two real-world scenarios: i) how sensitive information leakage can be prevented during the open data release process with data …

Uni Scholarworks Readership Snapshot, November 2024, Bepress

Library Documents & Reports (entire collection)

No abstract provided.

Grounding Digital Scholarship In The Analog: Reimagining Library Fellowships Post-Pandemic, Amanda Licastro, Roberto Vargas

Library Staff Works

A digital object is grounded in the analog. By examining the object in a continuum rather than its current state, we can better understand both the analog item and its digital representation. As part of this pedagogical exploration, we reimagined a year-long, library-based, digital scholarship fellowship that provides hands-on instruction for undergraduate students, grounded in physical collections and spaces,but resulting in digital manifestations. The fellowship focuses on social justice by highlighting ethical issues in the field of digital scholarship, specifically exploring the topics of labor, race, gender, disability, infrastructure, and environmental inequality. We frame the work through a pedagogy of …

Symbolic Cultural Value: Creativity And Counterproductivity In Citayam Fashion Week 2022 In Indonesia, Fuad Noorzeha, Agus Sutono, John Abraham Ziswan Suryosumunar

Paradigma: Jurnal Kajian Budaya

The phenomenon of Citayam Fashion Week has symbolically influenced the way lower-class youth dress in central Jakarta. What was once an urban area in Sudirman has transformed into a fashion arena after videos of young people sporting distinctive clothing styles went viral. More than just a social gathering, this occurrence has attracted significant attention on social media, showcasing unique fashion expressions. However, this spontaneous and instantaneous trend has sparked a wide range of responses, with opinions varying from viewing it as a creative expression to considering it counterproductive. This study employs Jean Baudrillard’s theory as its formal framework in qualitative …

The Voice Of The Voiceless: Countering The Festival And Elevating Reyog Obyokan As Cultural Capital, Albert Tallapessy, Ikwan Setiawan

Paradigma: Jurnal Kajian Budaya

This article examines two performance models of Reyog Ponorogo: the festival model and the obyokan model. These two competing models represent differing perspectives on one side, the interests of the artists and the community, and on the other, the interests of the state. By applying cultural studies theories, particularly those of representation and hegemony, this study analyzes data collected through observations of Reyog performances at both festival and obyokan events, as well as interviews with artists and community members. The findings reveal that the obyokan model emphasizes an egalitarian spirit, allowing artists greater aesthetic freedom and providing the community with …

Enterprise Content Management In Cultural Heritage Institutions: A Study Of Sharjah Landscape, United Arab Emirates, Ahmed Adel Zidan, Mohamed Boufarss

All Works

This study examines the landscape of digital content management within heritage institutions in Sharjah, United Arab Emirates. It aims to evaluate the state, characteristics, and roles of these processes in preserving and promoting cultural heritage in the digital sphere. Utilizing a descriptive analytical approach, the research employs a checklist as the primary data collection instrument to investigate existing policies, plans, systems, and projects. Findings highlight the absence of formalized content management strategies in most institutions, which rely on unwritten, tacit policies. This lack of structured frameworks adversely impacts communication, operational performance, service delivery, and the long-term sustainability of their work. …