Digital Commons Network^™

Success Is A Journey, Not A Destination: The Student Library Assistants Of Georgia (Slags) At G. W. Carver School In Richmond Hill, Georgia, 1960-1968, Christopher C. Elkins

College of Graduate Studies: Theses & Dissertations

This dissertation examines two chapters of Black education in Georgia that have been largely ignored in the study of curriculum and educational history, namely the George Washington Carver School located in Richmond Hill, Georgia and the Student Library Assistants of Georgia (SLAGS) that existed statewide in many Black schools. G.W. Carver School, built in 1939 and funded by automaker Henry Ford, is mentioned briefly in multiple works that either relate to Ford or cover the general history of Richmond Hill. Utilizing oral history and archival documents, this study emphasizes the significant contribution the SLAGS program made to students at G. …

Data Literacy Competencies In Context: Employee Perspectives From The Workplace, Patricia Condon, Wendy G. Pothier

Faculty Publications

Data literacy is essential in today’s workplace, and professionals across roles and experience levels recognize its value. This article reports on findings from interviews with 16 supply chain and logistics professionals. The study examines how seven proposed data literacy competencies align with workplace needs, how employees address the data literacy gap, and how librarians can support workforce readiness. Findings highlight opportunities for libraries to bridge the data literacy gap through instruction and resources development that integrate technical and non-technical data skills with information literacy.

Capacity Building In Research Data Management Services: A Case Of Malaysian Research-Intensive Universities, Mohd Ikhwan Ismail

Student Works (2020-2029)

The increasing volume of research data has led to the emergence of research data management (RDM). Researchers generate substantial amounts of data that require efficient management throughout various stages of the research lifecycle. Dissemination and sharing of research data are key components of open science and RDM, driven by the requirements of funders, publishers, and institutions. Consequently, libraries have become vital in supporting researchers and adapting to the rapid growth of research data. The academic librarians providing RDM services need the capacity to fulfil roles and responsibilities for the research community. In the Malaysian context, RDM is still in its …

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).

Socio-Economic And Infrastructural Determinants Of Response Time Disparities Across Emergency Service Agencies, Alice N. Ottah

Electronic Theses & Dissertations (2024 - present)

This study comprehensively analyzes the determinants of disparities in emergency response times for EMS, Fire, and Police agencies in San Francisco from 2021 to 2023, utilizing a multilevel modeling framework and publicly accessible data. Contrary to a primary reliance on structural neighborhood factors, this research reveals that while neighborhood disadvantage statistically significantly interacts with agency type to influence response times, its direct effect is weak and not uniformly consistent across services. Specifically, the analysis demonstrates that variance in call response times across neighborhoods is minimal (Intraclass Correlation Coefficients < 0.02), the effects of disadvantage are agency-specific (null effects for Police and Fire), and even when significant (for EMS calls only), response times are faster in more disadvantaged neighborhoods. These findings challenge the existing literature on emergency response times and highlight the need for tailored policy interventions that consider both neighborhood context and agency-specific operations to promote equitable emergency response.

Uncharted Waters: Mapping A Vision For Student Success, Mallory Jallas, Christine Fary, Rebecca Fitzsimmons, Susan Franzen, Sarah French, Cassie Thayer-Styes

Faculty and Staff Publications – Milner Library

No abstract provided.

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, …

Lived Experiences Of Marginalized Pre-Service Teachers' Technology Ownership And Acquisition Of Digital Skills, Jerolyn Brown, Tian Luo

STEMPS Faculty Publications

Aim/Purpose

Despite increasing access to technology, persistent disparities in digital competence and self-efficacy remain among marginalized pre-service teachers, often exacerbated by systemic inequities and the digital divide. This research explores the gap in knowledge of the lived experiences of marginalized pre-service teachers’ (PST) prior access to technology and their current perceptions about educational technology integration.

Background

Grounded in Sociocultural Theory and the Theory of Planned Behavior, this study seeks to answer how marginalized pre-service teachers perceive prior and current technology ownership and related skill acquisition, what beliefs and intentions they have for future classroom technology integration, and what systemic disparities …

A Bibliometric Analysis Of Ai-Driven Healthcare Literature Containing Kos Keywords: Trends, Themes, And Gaps, Julaine Clunis, Eric Asare

STEMPS Faculty Publications

As artificial intelligence (AI) becomes increasingly embedded in healthcare applications, concerns have emerged around the trustworthiness, interpretability, and context-awareness of these systems. Knowledge Organization Systems (KOS) hold considerable potential to address these challenges by supporting semantic standardization, explainability, and domain alignment. This study presents a bibliometric analysis of scholarly publications referencing both AI and healthcare concepts to examine how KOS are positioned within this evolving discourse. The findings indicate that while early literature frequently and explicitly referenced KOS—such as ontologies, controlled vocabularies, and classification systems—their visibility has declined relative to newer paradigms such as machine learning and large language models. …

Culture Wars In The Commonwealth: Public Libraries, Book Bans, And The First Amendment, Natisha Harper, Amber Matthews

STEMPS Faculty Publications

Public libraries are quickly losing the ‘culture war’ being waged against them (Jones, 2024). They also lack the coordinated support, resources, and legislative power of those leading the national assault on the right to read, intellectual freedom, and the First Amendment (ALA, 2024). Few resources provide timely and relevant guidance for public libraries on negotiating book challenges with concerned community members, elected officials, and interested parties. This research study responds to nascent ‘culture war’ developments in Virginia – specifically, recent government interference in public library governance in Warren County in December (Schneider, 2024) and a new bill targeting ‘obscene’ materials …

Reflections On Crafting A Framework Companion Document For And By Science And Technology Librarians, Dawn Cannon-Rech, Allison B. Brungard, Rachel Hamelers, Rebecca Kuglitsch, Rebecca Renirie

University Libraries: Faculty Publications

Abstract unavailable.

Importance Of Library Metrics And Effective Methods Of Communication With Provosts, Katy Zane

Theses, Dissertations and Capstones

Provosts and librarians share a common goal of needing to measure library activity in such a way that appropriately conveys how it contributes to the institution’s campus initiatives and strategic planning. The goal of this research was to determine how best to analyze these activities through agreed upon metrics and preferred communication styles. By combining the two aspects of analytical metrics and communication methods, this research would provide a common ground that both provosts and librarians could build upon for the future growth and development of the library.

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 …

The Invisible Influencer In Information Infrastructure, Herbert Van De Sompel, Michael L. Nelson

Computer Science Faculty Publications

The UPS Prototype was a proof-of-concept web portal built in preparation for the Universal Preprint Service Meeting held in October 1999 in Santa Fe, New Mexico. The portal provided search functionality for a set of metadata records that had been aggregated from a range of repositories that hosted preprints, working papers, and technical reports. Every search result was overlaid with a dynamically generated menu, called an SFX-menu, that provided a selection of value-adding links for the described scholarly work. The meeting eventually led to the Open Archives Initiative and its Protocol for Metadata Harvesting (OAI-PMH), which remains widely used in …

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 …

Coming Back Differently: An Exploratory Case Study Of Near Death Experiences Of Webpages, Lesley Frew, Michael L. Nelson, Michele Weigle

Computer Science Faculty Publications

In this case study, we use web archives to analyze 8,824 webpages that were taken offline and subsequently put back online, thus experiencing a “near death experience.” We enumerate the stages of a webpage’s near death experience, including the change from a successful HTTP status code to non-successful and back, the intermediate stage with markers such as an under construction banner, and an analysis of how the pages came back differently.

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. …

Tennessee Archivist 44, No. 1, Society Of Tennessee Archivists

Tennessee Archivist newsletters

Winter 2025 issue of the Tennessee Archivist, a newsletter produced by the Society of Tennessee Archivists.

Academic Libraries Addressing Health Literacy And Misinformation, Brynne Campbell Rice, Emily Petersen, Ian Roberts, Emily Vardell, Deborah Charbonneau

Himmelfarb Library Faculty Posters and Presentations

No abstract provided.

An Uphill Battle: School Library Professionals Fostering Student Reading Engagement, Margaret Kristin Merga, Saiyidi Mat Roni

Research outputs 2022 to 2026

Reading engagement influences students’ literacy attainment. School library professionals provide resources, environments and guidance to promote reading for pleasure, but little is known about how this role is currently supported or challenged. Drawing on mixed methods survey responses from 971 school library professionals from 63 countries, integrated findings suggest that younger students had greater access to the library, and that limiting access may negatively influence student engagement. The educative value of reading aloud and reading for pleasure may be poorly understood in some schools. Most parents had no access to the school library; in some contexts, this was due to …

School Library Professionals’ Perceptions Of Students’ Digital Information Literacy, Margaret Kristin Merga, Saiyidi Mat Roni

Research outputs 2022 to 2026

Young people need strong digital information literacy (DIL) skills to effectively source, interpret and evaluate the credibility of online information. As DIL educators and advocates within contemporary schools, school library professionals can provide cross-contextual insights into their students’ DIL knowledge, skills and learning opportunities. Data from the 2024 International School Library Workforce Survey suggest that developing DIL may not be a typical priority in all schools and countries. Students’ DIL was felt to be low. School library professionals may be underutilized for supporting DIL learning in 35% of contexts, highlighting the need for greater understanding of this professional role.

Accessibility In The Academic Library: Assessing The Web Accessibility Of Neflin Member Library Websites, Cody Michaels

Publications

Web accessibility has been a topic of discussion in organizations for decades. Much ink, physical and digital, has been spilled urging developers, designers, and web administrators to build their online environment so that users of all abilities can access their content. Despite this, web accessibility remains out of reach across swathes of the Internet. The organization WebAIM conducts annual studies reviewing the accessibility of the 1,000,000 most popular websites’ homepages.1 The results for 2025 found that these pages had an average of 51 errors per page. While this represents a decrease from the previous year, there remains much work to …

Law Librarians As Content Preservers And Mediators For Modern Legal Researchers, Austin Martin Williams

Georgetown Law Faculty Publications and Other Works

Even though libraries have existed for thousands of years, one must wonder what role law libraries play and, more importantly, what roles law librarians play in supporting students, faculty, lawyers, and judges with so much information now available online? What value do law librarians add for today’s legal researchers?

At their core, law librarians continue to strive to perform two major functions: (1) “select, organize, and preserve legal information” and (2) help lawyers, judges, students, and faculty locate and use that information. This article hopes to explain just why it is important that law librarians continue to serve in these …