Digital Commons Network^™

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 …

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.

Advancing Deib In Our Communities: How To Gain Leadership Experience At Work In A Non-Supervisory Role: Advocacy, Conversations, And Creating Change, Jason Tubinis, Havilah Joy-Steinmen Bakken, Aamir Abdullah, Valerie Horton

Scholarly Works

The article emphasizes the critical role of diversity, equity, inclusion, and belonging (DEIB) in librarianship and legal professions, highlighting the challenges of information overload and the importance of advocacy. It provides strategies to manage information effectively and stay informed, advocating for the use of reliable sources and critical media literacy to navigate misinformation.

Foundation Models In Bioinformatics, Fei Guo, Renchu Guan, Yaohang Li, Qi Liu, Xiaowo Wang, Can Yang, Jianxin Wang

Computer Science Faculty Publications

With the adoption of foundation models (FMs), artificial intelligence (AI) has become increasingly significant in bioinformatics and has successfully addressed many historical challenges, such as pre-training frameworks, model evaluation and interpretability. FMs demonstrate notable proficiency in managing large-scale, unlabeled datasets, because experimental procedures are costly and labor intensive. In various downstream tasks, FMs have consistently achieved noteworthy results, demonstrating high levels of accuracy in representing biological entities. A new era in computational biology has been ushered in by the application of FMs, focusing on both general and specific biological issues. In this review, we introduce recent advancements in bioinformatics FMs …

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. …

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 …

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.

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 …

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 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 …

Self-Preservation: Autobiography As A Form Of Archivization As Seen Through The Life And Poetic Works Of John Clare, Meghan J. Slaff

Electronic Theses & Dissertations (2024 - present)

This paper will look at how the processing efforts of an archivist mirror that of an autobiographer through the shared motivation of adding to the cultural memory or textual canon of a society. For archival purposes, the typical steps of ingesting, preparing, and presenting a collection are creation, capture, arrangement/description, and pluralization. To create an autobiography, writers take the memories that have been created and experienced due to events in their lives and capture those memories via recording in the literary form known as autobiography. These autobiographers then arrange and describe their memories in a way that shows vast similarities …

Conference Program 2025, Georgia Southern University

Georgia International Conference on Information Literacy

2025 Program

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 …

Showcasing Data With Widgets And Dashboards: Making Analytics Data More Accessible For Alma Users, Mary Tuttle

Library Scholarship

This presentation covers different methods of making data in Alma Analytics more accessible to Alma users. It demonstrates creating visualizations in Alma Analytics and the Data Visualization tool, creating widgets for users' Alma homepages, managing tricky sorting, and adding dynamic action links to Analytics reports and widgets.

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. …

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.

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 …

Problematic Behavior In Urban Public Libraries: Are Library Policies And Rules Keeping Staff And Patrons Safe?, Jessica Jackson

Urban Library Journal

Public librarians often encounter problematic patron behaviors that put staff and other patrons at risk of physical and psychological harm. A comparison of the user behavior policies at urban public libraries is a useful starting point for developing evidence-based best practices for ensuring that public libraries are safe spaces for all and can fulfill their missions to their communities.

Fostering Future Librarians: Best Practices For Remote Internships In A Post-Pandemic Library, Yoko Ferguson, Helena Marvin

Urban Library Journal

Remote library internships in cataloging and digital scholarship can be valuable for both librarians and students. Leveraging online tools, we provide learning opportunities to library school students regardless of their time zone. In this presentation we share best practices for post-pandemic internships that nurture future librarians while tackling challenging projects. This presentation, delivered at the 2024 LACUNY Institute, explored the implementation and benefits of remote internships in academic libraries. Provided here as conference proceedings is a PDF of the slides.

An archival version of the recorded presentation can be found at https://irl.umsl.edu/library-faculty/26/.

Preface Vol. 14 No. 3 (Desember), Rahayu Surtiati

Paradigma: Jurnal Kajian Budaya

In the December 2024 edition, Paradigma presents ten articles covering four regions: Surakarta, Southeast Sulawesi, Minangkabau, Ponorogo; and also areas: cinema, dance, language, fashion, and education. All research are about cultures in Indonesia and written by Indonesian researchers.

This open journal is read by the international public, so we hope that humanities researchers in various regions of the world will participate with their writing, not only reporting research in Indonesia, but also research in other regions of the world. Paradigma is preparing to become an international journal and in time its triannual publications will be in English so that more …

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. …

Graduate Student Journal Article Writing Group: Creating Community Around Publishing, Gabrielle Brehne, Catherine Baird, Alicia Remolde

Journal of Graduate Librarianship

At Montclair State University, the online and outreach librarian and the assistant director of the Center for Writing Excellence paired up to create a supplemental program to support graduate students seeking to publish journal articles. A graduate assistant joined the team and created content based on Wendy Laura Belcher’s book Writing Your Journal Article in Twelve Weeks. We will discuss how we collaborated to establish this writing group and what we learned from the experience. A journal article writing group is a great addition to any graduate program, and we hope our story will inspire others.

2025-2030 University Library Strategic Plan, Alexis Braun Marks, Rhonda E. Fowler, Jackie Wrosch, Amy Fyn, Katherine F. Mason, Monica Fly Wilson, Amy Singer, Jason Crispell, Sara Memmott, Margaret Loebe, Sarah Fabian

Library Annual Reports & Strategic Plans

Eastern Michigan University Library Strategic Plan for the 2025-2030 Academic Years. Created by the Library Coordinating Committee (LCC) with Input from Library Faculty and Staff During the 2023-24 Academic Year; Endorsed by Library Faculty and Finalized by LCC in Fall of 2024.