Digital Commons Network^™

Rethinking Library Opac: From Siloed Retrieval To Ai And Ml-Driven Discovery Using Fastapi And Mysql, Sukumar Mandal

Library Philosophy and Practice (e-journal)

The paper explores integration methods between MySQL and FastAPI to develop dynamic Online Public Access Catalog services including functionalities for modern libraries and information centers. It addresses evolving user expectations by replacing rigid keyword-based search models with adaptive, intelligent discovery experiences that prioritize search relevance. The goal involves transforming traditional library retrieval tools into contextual discovery platforms that effectively understand specific user intent and complex needs. The prototype was created on Ubuntu in a customized Python environment. It uses FastAPI to manage asynchronous API calls and MySQL to store bibliographic data. SQLAlchemy abstracts the database layer, and Pydantic validates data. …

Uncovering The Disciplinary Pulse Of Library And Information Science Through Large-Scale Topic Modelling Of Openalex Scholarly Literature, Sailendra Malik, Sukumar Mandal

Library Philosophy and Practice (e-journal)

Library and Information Science is among the oldest and intellectually pluralistic scholarly disciplines but the inner thematic structure has not been established. The article develops a systematic and data intensive mapping of the field by the Latent Dirichlet Allocation topic modelling to 7,824 articles in the English language indexed in OpenAlex in the year 2000 to 2025. A ten topic solution is an optimised solution that identifies a group of readable and sensible thematic domains including information literacy digital libraries scientometrics archives and scholarly communication. The analysis of temporal trajectory reveals that there have been consistent expansion at the emergent …

Partnering To Change Culture: Advancing Rigor And Transparency In Neurosciences Through Pie Chart, Melissa L. Rethlefsen, Danielle Maurici-Pollock, Leah Everitt, Will White, Ingrid Hendrix, Alexa Copeland, Sam Mckenzie, C W. Shuttleworth

PIE CHART

PIE CHART (Policies, Infrastructure, and Education to CHAmpion Rigor and Transparency) is a new program seeking to develop, test, and iterate sustainable models for improving the culture of rigor and transparency within the University of New Mexico Health Sciences Center. This program is a unique partnership between the Health Sciences Library & Informatics Center and the Department of Neurosciences. This partnership enables departmental interventions, but also aims to benefit the broader community at the University of New Mexico. Using the Center for Open Science's Strategy for Culture Change framework, PIE CHART aims to incentivize rigorous and transparent neuroscience research through …

Pie Chart Overview And Tenure And Promotion, Melissa L. Rethlefsen

PIE CHART

This presentation gives an overview of PIE CHART and additional material relating to open science in tenure and promotion. Materials included in this project were supported by the National Institute Of Neurological Disorders And Stroke of the National Institutes of Health under Award Number RC2NS138557. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Creating A Responsible Authorship Culture In Science: Anchoring Authorship Practices In Principles Of Transparency, Credit, And Accountability, Susan Wolf, Véronique Kiermer, Sofia Adams, Kirsten Bibbins-Domingo, Kathleen Hall Jamieson, Joerg Heber, Mohammad Hosseini, Ana Marušić, Beau Nielsen, Magdalena Skipper, Geeta K. Swamy, Yensi Flores Bueso

Articles

Authorship remains the primary currency of academic credit and a cornerstone of research integrity, yet current practices often fail to reflect the collaborative and interdisciplinary nature of modern science and questionable authorship practices persist. We argue that addressing these shortcomings is a collective responsibility shared by researchers, journals, research funders, scholarly societies, and research institutions. We examined authorship guidelines issued by journals and research institutions and found that their recommendations to researchers are highly variable. We propose that fostering a responsible authorship culture requires a shared, principle-based framework grounded in transparency, credit, and accountability. These three interconnected principles highlight when …

Generative Ai For Born-Digital Collections: A Case Study For Metadata Management In An Institutional Repository, Tang (Cindy) Tian

Journal Articles

This case study examines the application of generative artificial intelligence (AI) tools, specifically ChatGPT-4o, ChatGPT-5, and Google Gemini 2.5 Flash, to streamline metadata extraction and creation for a born-digital collection within a digital repository environment. Testing four descriptive metadata elements—titles, abstracts, keywords, and full-text URLs—the study shows that AI improves efficiency in structured tasks but remains limited in semantic ones such as keyword matching. Results demonstrate that AI can streamline metadata workflows for small or resource-constrained institutions while emphasizing the continuing importance of human oversight and ethical responsibility in AI-assisted metadata workflows.

2026 Winter - Friendly Correspondence Newsletter, Courtright Memorial Library

Friends of the Library

In This Issue:

• Fundraiser Updates
• Common Book
• FOL Board Updates
• Fall Program Review
• New Artist in Becker Gallery
• Library Mobile App
• Spring Events Calendar
• Otterbein Singers
• In Memoriam

Workflow-Induced Evaluation Targets In Automation-Assisted Screening: Implications For Cumulative Evidence In Research Synthesis, John Alan Nunnery

Educational Leadership & Workforce Development Faculty Publications

Automation-assisted title-abstract screening is routinely evaluated using metrics such as recall, precision, and workload reduction, and results are increasingly summarized across studies. Synthesis presupposes that evaluation results refer to comparable target quantities. This article examines whether screening evaluation results produced under diverse automation-assisted workflows can meaningfully support cumulative inference, and under what conditions cross-study comparison is warranted. This conceptual article treats screening evaluation targets as workflow-induced rather than task-inherent. Evaluation design is decomposed into four workflow dimensions (representation, inference, governance, and evaluation) plus the reference-decision set produced or specified. Recurring choice patterns across these elements …

Review: Archivist Actions, Abolitionist Futures: Reimagining Archival Practice Against Incarceration, Lauren Goodley

Provenance, Journal of the Society of Georgia Archivists

Review: Archivist Actions, Abolitionist Futures: Reimagining Archival Practice Against Incarceration, CLIR Pocket Burgundy series. Edited by Alison Clemens and Jessica Farrell. (Alexandria: Council on Library and Information Resources, 2025), 47 pages. Reviewed by Lauren Goodley.

The Ethical Code Of Access And Use, Modeled By Archival Educator Aurora E. Davis, Jennifer A. Walker, Sarah A. Buchanan, Charissa F. Ercolin

Provenance, Journal of the Society of Georgia Archivists

Archival education has a legacy of collective development between professionals, educators, and students of archives. Longitudinal attention to archival pedagogy can greatly inform ongoing curricular directions, so that students always emerge from their archival program ready to manage complex collections in wide-ranging professional settings. One academic archival program’s first archival educator brought to her role relevant experience from both the aviation and newspaper industries that shaped her pedagogical impact on students. This paper considers the origins of archival education at the University of Missouri through the work of Aurora E. Davis, who served as a faculty member at the School …

Roblox As Open Text: Identity, Meaning, And Ideology Through Eco’S Semiotics, Yuyus Rustandi, Nanang Sutisna

Paradigma: Jurnal Kajian Budaya

This study examines Roblox as a digital cultural space that constructs and represents adolescent identity through Umberto Eco's semiotic approach. Roblox functions not only as a game platform but also as an open text comprising visual signs, social symbols, and complex narratives. This studi is based on a literature review from nine prior empirical studies, this research analyzes how avatars, virtual environments, Robux economy, and user communities shape diverse systems of meaning. Findings show that Roblox serves as a site for identity construction, simulation of social values, and reproduction of dominant discourses such as capitalism and gender performance. The study …

Third Place And Nostalgia In Postcolonial Jakarta: Adaptive Reuse Of Cikini Post Office, Ade Ariyani Sari Fajarwati, Mochamad Aviandy

Paradigma: Jurnal Kajian Budaya

The transformation of space in postcolonial cities extends beyond the restoration of old buildings; it involves cultural practices that reshape collective memory and identity. Through adaptive reuse, colonial-era heritage spaces are revitalised as social hubs. This study examines Post Kantoor cafe, a former colonial post office turned into a “third place” within urban spatial culture. Using qualitative methods—visual observation, spatial documentation, and a literature review—the study finds that nostalgic aesthetics, evident in antique artefacts, colonial atmospheres, and curated visuals, foster emotional connections across generations and social classes. More than a site of consumption, the cafe becomes a space for dialogue, …

The Silent Witness: The Journey Of Celibacy In The Life Of Diocesan Clergy Of Pagadian, Jumar T. Lague, Enrique C. Tapanan, Raven M. Leyte, Jinggle C. Selgas

Paradigma: Jurnal Kajian Budaya

Celibacy is a defining vow in the life of Catholic priests, requiring thorough preparation and ongoing commitment. While celibacy enables priests to devote themselves fully to ministry, it also presents challenges that can influence their fidelity to priesthood. This study aimed to explore how Catholic priests experience, sustain, and interpret their vow of celibacy within their ministry. Using a transcendental phenomenological design, ten diocesan priests from Pagadian, representing junior, middle, and senior clergy, were purposively selected and interviewed. Data were collected through semi-structured interviews, validated with participant feedback, and analyzed thematically while bracketing researcher biases. The findings reveal that priests …

Unseen Bias: How Ai Shapes Religious Narratives In Digital Spaces, Hilman Nurjaman, Achmed Faiz Yudha Siregar, Jasmine Rizky El Yasinta

Journal of Middle East and Islamic Studies

This study explores the role of artificial intelligence (AI) in shaping religious narratives in digital spaces, particularly on social media platforms and AI chatbots. Using sentiment analysis and qualitative content analysis, this research examines religious discourse in Indonesia, focusing on the impact of AI-driven content personalization, such as 'filter bubbles' and 'echo chambers'. The findings indicate that AI algorithms reinforce religious biases, intensifying polarization and discrimination, especially between majority and minority religious groups. The study also highlights the socio-political factors influencing these dynamics, including identity politics, historical religious tensions, and conservative social norms. This research emphasizes the need for a …

Developing And Implementing A Primary Source Literacy Case Scenario For The Undergraduate Business Classroom, Annette Bochenek, Megan Troyer

Libraries Faculty and Staff Scholarship and Research

This article discusses the development and implementation of a case-based learning scenario activity intended to enhance primary source literacy among undergraduate business students. The activity was delivered in the context of a large Midwestern university’s undergraduate business course. This case is based on the ACRL RBMS-SAA Guidelines for Primary Source Literacy and gives students an opportunity to use digitized primary archival sources as part of the research process in connection with a modern business-related scenario in which they can apply primary source literacy skills. This guided activity also explores affective experiences as they occurred in student responses to this activity …

Tips On The Prisma Flow Diagram & Methods Section Write-Up, Sandra Y. Desjardins

Library Class: Lunch & Learn

Clearly communicate your research methodology with a well-crafted PRISMA flow diagram. This 30-minute class provides practical tips and a step-by-step guide to creating a clear and informative methods section for your research papers.

Gis Librarians' Involvement In Critical Information Literacy Instruction, Melissa Chomintra, Pete E. Pascuzzi

Libraries Faculty and Staff Scholarship and Research

Critical information literacy (CIL) is a theory and practice that considers the sociopolitical dimensions of information and knowledge production. As the field of geospatial information evolves, equipping librarians with the skills to critically engage with geospatial information becomes integral to facilitating informed research, promoting spatial literacy, and strengthening the accessibility of geospatial data for their user communities. To understand geospatial data librarians’ current involvement in CIL, librarians were surveyed to examine if they incorporate CIL into their instruction, how they incorporate CIL into their instruction, and what are the benefits and challenges of doing so. The survey gathered both quantitative …

Attitudes And Perception Of Lis Students Towards Artificial Intelligence(Ai), Shahzadi Humbhi, Shabbir Tareen, Alia Humbhi

Library Philosophy and Practice (e-journal)

Artificial Intelligence refers to computer systems that can think and behave like humans. It is becoming essential in the education system as it has the potential to transform the way of teaching and learning in an academic environment. Therefore, the current study aims to investigate LIS students' attitudes and perceptions of AI, as well as how these technologies benefit their academic performance. The study also identified barriers that LIS students confront when adopting AI tools. For this purpose, a survey questionnaire was designed to assess students' knowledge and attitudes concerning AI, as well as its applications to improve academic performance. …

Plan Your Way To Tenure And/Or Promotion, Wendy Doucette, Jill Cirasella

Journal of Graduate Librarianship

In this editorial, we share our best advice for preparing the dossier necessary for professional advancement. While our advice is unavoidably shaped by the specifics of our experiences and universities, we believe most of it is broadly applicable to academic librarians in general. We cluster our advice into three categories: framework and planning, building your portfolio, and ongoing recordkeeping. We hope this “from the ground up” presentation will help those new to academic librarianship, though it’s never too late for more experienced librarians to (re)consider their own approaches.

Conducting A Historical Map Collection Condition Assessment Survey At The Rochester Public Library, Ron Martin-Dent

Library Faculty Publications

Historical maps retain tremendous research value in the digital era. While many libraries have digitized their maps to expand research access, challenges remain for preserving physical maps. This project report describes a collection condition assessment survey at a public library using free online tools and volunteer hours to identify preservation issues and develop strategies to improve collection care. Collection condition surveys can serve as a road map for further preservation, conservation, and digitization projects.

Book Review: Dismantling Conspiracy Theories: Metaliteracy And Other Strategies For An Information-Disordered World, Katie Greer, Stephanie Beene, William Glick

School of Information Student Research Journal

No abstract provided.

Ischool Student Research Journal, Vol.15, Iss.2

School of Information Student Research Journal

No abstract provided.

The Hunt For "Dragon Shards Of Knowledge": A Study On The Information Needs Of The Mmorpg Community, Jessamy Hallie

School of Information Student Research Journal

The purpose of this paper is to analyze the information needs and information-seeking behaviors of the massively multiplayer online role-playing game (MMORPG) information community. To evaluate and define these needs and behaviors a literature review of research contributions published by established information professionals studying MMORPG and video game players was performed. The results showed that the MMORPG community is considerably understudied and lacking sufficient library programming and educational opportunities compared to other communities. It also revealed their dependence on collaboration and the promotion of social connection between members. Their shared goals and common interests helped to facilitate members’ information-seeking and …

Why Every Librarian Is A Ux Librarian, Alison Johnson

School of Information Student Research Journal

No abstract provided.

The Student Research Journal Comes Of Age: 15 Years And Flourishing!, Anthony Bernier

School of Information Student Research Journal

No abstract provided.

Guiding Scholarship, Together: A Collaborative Accomplishment, Pearl Kim

School of Information Student Research Journal

No abstract provided.

Supporting Literacy And The Scholarly Conversation Through Understanding Apa Citation Style, Vanessa Sztym

School of Information Student Research Journal

No abstract provided.

Research And The Information Landscape, Libby Wheeles, Helena Marvin

Open Educational Resources Collection

This open textbook accompanies the University of Missouri-St. Louis class INTDSC 1010: Research and the Information Landscape. Intended for undergraduates new to academic research, the course covers practical search and evaluation skills as well as a basic introduction to the world of scholarly communication. In Fall 2025, the course’s learning objectives were:

1. Evaluate whether a source is appropriate for college-level research.
2. Navigate library search tools to find relevant results and improve research efficiency.
3. Analyze the goals and limitations of non-library tools in the research landscape.
4. Explain the basic history and current broad practices of scholarly communication.
5. Contribute to a small-scale …

Back To Normal? Perspectives Of Faculty And Teaching Librarians On Information Literacy Instruction After The Lockdowns, Catherine Baird, Cara Berg, Anthony C. Joachim, Drew Wallace

University Libraries Scholarship and Creative Works

Objective - While LIS scholars have extensively studied the widespread disruptions to library instruction during the lockdown period of the COVID-19 pandemic, there is a relative dearth of research concerning the longer-term implications for teaching information literacy (IL). This exploratory survey sought to examine how faculty have introduced IL skills to students before, during, and after the COVID-19 lockdowns. After returning to in-person operations in 2021, the authors observed a change in how faculty have engaged with libraries to teach IL to their students. Methods - Utilizing parallel survey instruments, we asked faculty and librarians for their perceptions of current …

Book Review: Academic Coaching: Coaching College Students For Success, Corinne Bishop

Journal of Graduate Librarianship

Book review: Howlett, M. A., & Rademacher, K. (2023). Academic coaching: Coaching college students for success. Routledge. 196 pp. ISBN: 9781032272214 (paperback), 9781032265711 (hardcover), 9781003291879 (ebook).