Digital Commons Network^™

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.

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 …

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 …

Unveiling Legacies: Exploring And Analyzing Cultural Artifacts In The Higbee Collection, Samantha Staller

Williams Honors College, Honors Research Projects

Anthropology and the Cummings Center to find ways to properly analyze an archaeological collection's artifacts to understand the overall significance of everything better. Before starting my research, I came up with the following questions: Can any artifacts be considered culturally affiliated? Is everything in the collection authentic? What is the overall background of the collection? Does this collection have any connection to Ohio history? Can anything in the collection be dated? Throughout the research, I will create an Excel inventory list to include qualitative and quantitative data from the artifacts to give insight into what is included in the Higbee …

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 …

Celebrating 25 Years Of Collaboration: A Bibliography Of Afit-Afrl’S Top 50 Most-Cited Works, Wheeler Hall, Michelle Burwinkel

AFIT Library Knowledge Base

This bibliography compiles the 50 most-cited collaborative publications between the Air Force Institute of Technology (AFIT) and the Air Force Research Laboratory (AFRL) from 2000 to early 2025, showcasing their interdisciplinary impact across advanced science and engineering. Spanning materials science, remote sensing, terahertz spectroscopy, nanomaterials, aerospace, fatigue mechanics, biomedical applications, communication systems, optics, machine learning, and hypersonic engineering, the works highlight innovative methodologies and transformative applications. This collection underscores AFIT-AFRL’s contributions to cutting-edge research, offering valuable insights for researchers, engineers, and stakeholders in defense and technology development.

Analysis And Research On The Guiding Role Of Xi Jinping Thought On Socialism With Chinese Characteristics For A New Era In The Discipline Of Information Resources Management, Sanhong Deng, Yiqin Zhang, Hao Wang

Journal of Scientific Information Research

[Purpose/significance]This paper explores the guiding role of Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era in the development of the Information Resource Management discipline with Chinese characteristics, providing significant insights for the innovative advancement of China's Information Resource Management discipline and strengthening the discourse power of Chinese social sciences. [Method/process]This paper systematically reviews the core elements of the development philosophy of the Information Resource Management discipline within Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era from a holistic perspective,elucidates the logical system of the development of the discipline from the diverse perspectives …

Research On Emerging Technology Topic Identification Based On Bertopic, Dakun Wang, Bolin Hua

Journal of Scientific Information Research

[Purpose/significance]Identifying and foreseeing emerging technologies, bring technological first-mover advantages to enterprises and governments, and grasp technological development trends in a timely manner. [Method/process]This study uses BERTopic's topic modeling method to obtain domain topic distribution, and merges paper and patent topics based on the cosine similarity of topic vectors to identify emerging topics. [Result/conclusion]Using the BERTopic topic modeling method combined with index evaluation can effectively identify emerging topics and emerging terms.Taking the field of new energy vehicles as an example to carry out empirical research, using two methods: divided verification period and data verification method, 12 of the 16 identified topics …

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 …

การใช้เมทาเดทาเชิงบริหารสำหรับคลังสถาบันในห้องสมุดมหาวิทยาลัยของบรรณารักษ์งานวิเคราะห์ทรัพยากรสารสนเทศ, สุดารัตน์ พบถาวร

Chulalongkorn University Theses and Dissertations (Chula ETD)

การวิจัยครั้งนี้มีวัตถุประสงค์เพื่อศึกษา 1) ลักษณะและสภาพการใช้เมทาเดทาเชิงบริหารที่ปรากฏอยู่ในระเบียนข้อมูลของคลังสถาบันในห้องสมุดมหาวิทยาลัย และ 2) ปัญหาในการใช้เมทาเดทาเชิงบริหารของบรรณารักษ์งานวิเคราะห์ทรัพยากรสารสนเทศ การวิจัยเป็นแบบเชิงปริมาณโดยใช้การสำรวจ (Survey Research) ประกอบด้วยการวิเคราะห์ระเบียนเมทาเดทาจำนวน 400 ระเบียนจากคลังสถาบัน 8 แห่ง และการเก็บข้อมูลด้วยแบบสอบถามและการสัมภาษณ์บรรณารักษ์งานวิเคราะห์ทรัพยากรสารสนเทศจำนวน 22 คนจาก 15 สถาบัน เพื่อประมวลลักษณะการใช้เมทาเดทา ปัญหา และทักษะที่เกี่ยวข้อง ผลการศึกษา พบว่า เมทาเดทาเชิงบริหารด้านการจัดการสิทธิ์ และด้านเทคนิค ปรากฏในสัดส่วนสูงสุดในทุกคลังสถาบัน โดยข้อมูลผู้สร้าง ผู้มีส่วนร่วม ลิขสิทธิ์ รูปแบบไฟล์ และขนาดไฟล์ถูกบันทึกอย่างสม่ำเสมอ ขณะที่เมทาเดทาด้านการสงวนรักษา เช่น ประวัติการจัดทำระเบียน แหล่งที่มา และข้อมูลระยะเวลาการเก็บรักษา แม้จะปรากฏในระดับปานกลาง แต่ยังมีความไม่สม่ำเสมอระหว่างสถาบันอย่างชัดเจน นอกจากนี้ รูปแบบการบันทึกเมทาเดทามักรวมอยู่ในเขตข้อมูลเมทาเดทาเชิงพรรณนาและเชิงโครงสร้าง มากกว่าการแยกเป็นหมวดเฉพาะ ซึ่งสะท้อนข้อจำกัดทั้งด้านระบบและแนวปฏิบัติของบุคลากร ผลการวิเคราะห์ปัญหา พบว่า บรรณารักษ์ประสบปัญหาในระดับปานกลาง โดยประเด็นสำคัญ ได้แก่ การขาดการส่งเสริมจากหน่วยงานสังกัด การขาดความตระหนักรู้ต่อบทบาทของเมทาเดทาเชิงบริหารต่อการอนุรักษ์ข้อมูลระยะยาว และข้อจำกัดด้านระบบและทรัพยากร แม้บรรณารักษ์จะมีทักษะการอธิบายข้อมูลในระดับปานกลางค่อนไปทางสูง แต่ยังขาดมาตรฐานกลางร่วมกันของสถาบัน ข้อเสนอแนะสำคัญจากการศึกษาครั้งนี้ คือ การจัดทำมาตรฐานกลางด้านเมทาเดทาเชิงบริหารสำหรับคลังสถาบันไทย การยกระดับบทบาทเชิงนโยบายของผู้บริหาร การพัฒนาศักยภาพบรรณารักษ์ด้านการอนุรักษ์ดิจิทัล และการปรับปรุงระบบคลังสถาบันให้รองรับเมทาเดทาเชิงบริหารเชิงลึก เพื่อเสริมคุณภาพการจัดการทรัพยากรสารสนเทศระยะยาวอย่างยั่งยืน

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 …

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 …

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.

Teen Programming On Virginia Public Library Websites, Melissa Howley, Mlis

SLIS Connecting

communities they serve. As such, teen programs offer an assorted range of experiences tailored to the interests and needs of the local teen population. The state of Virginia, with a diverse geographical landscape, presents a unique case study from which teen programming can be examined. This study examined teen programming in public libraries across six different public library regions, as recognized by the Virginia Library Association (VLA) (The Library of Virginia [LVA], n.d.). Exploring these regional variations revealed valuable insights into how public libraries effectively adapt teen services as well as how these services can be enhanced to empower teens …

Redefining Reference Services In The 21st Century, Johanna Tunon

School of Information Student Research Journal

The role of reference services in libraries has evolved significantly in the 21st century, driven by technological advancements and changing user needs. This paper explores how reference services have transitioned from traditional, desk-centric interactions to encompass a wide array of platforms and tools, including digital innovations and generative AI. The decline in reference transactions has prompted librarians to adapt, shifting focus towards more complex consultations and instructional roles, while also navigating the blurred boundaries between reference assistance and formal instruction. The paper also examines the updated definitions and limitations of reference services by the Reference and User Services Association (RUSA), …

Engaging Graduate Students In Three Easy Steps: Failures And Successes From Back-To-Back Years, Rhonda Rosen, Raymundo Andrade, Alexander Justice

Journal of Graduate Librarianship

In Fall 2022, three librarians representing the outreach and engagement department and reference and instruction department at Loyola Marymount University’s William H. Hannon Library developed a three-part orientation experience to welcome new theological studies graduate students. The three parts consisted of a 10-minute welcome via Zoom by two outreach librarians; a “meet and greet” library orientation and VIP tour co-presented by an outreach librarian and the librarian for theological studies; and an in-depth instruction session led by the librarian for theological studies. With lessons learned and student feedback collected in Fall 2022, the librarians aimed to improve this three-point plan …

Neo-Documentation’S “Copernican Revolution” Upon Information Science, Ronald E. Day

Proceedings from the Document Academy

The article discusses neo-documentation's "Copernican Revolution" upon information science from the aspect of Heideggerian phenomenology and a documentality of relation and emergence.

Conceptual Curiosity: Sense(Un)Making, Rebekah L. Cowell

Proceedings from the Document Academy

Across disciplines, sensemaking is a theoretical and methodological research program, over forty years in development, that has been treated as a framework for understanding how humans behaviorally respond to external information sources and interpret to construct and actualize actionable outcomes; however, sensemaking is an interlinking process that does not operate in singularity–behaviorally or actionably–it is neurobiological (autonomous drive), cognitive (perceptual and predictive), and psychological (congruency in meaning).

This paper enlarges the conceptual framework for studying sensemaking and redefines it by addressing what sensemaking is, does, and needs. At the core of this conversation is addressing the absence of knowledge and …

Imagining The Future Of Records Management: An Analysis Of The Srikandi In Indonesia Through Documentation Studies, Suprayitno Suprayitno, Rahmi Rahmi, Zulfatun Sofiyani

Proceedings from the Document Academy

The SRIKANDI application, a cornerstone of Indonesia's digital records management initiative, embodies the nation's commitment to modernizing governance through electronic systems. This study employs Niels Windfeld Lund’s Complementary Documentation Analysis Model to dissect SRIKANDI'S evolution (diachronic analysis) and its current state (synchronic analysis), offering a comprehensive understanding of its role in Indonesia's e-government landscape. Diachronically, SRIKANDI'S development reflects a strategic shift from fragmented, standalone applications towards a unified, interoperable platform, as mandated by Presidential Regulation No. 95 of 2018. This transition aims to streamline government processes, reduce redundancy, and enhance budget efficiency. Synchronically, SRIKANDI is evaluated as a digital platform …

Relevance, Works And Context Engineering, Michael K. Buckland, Wayne De Fremery

Proceedings from the Document Academy

Relevance is regarded as centrally important in documentation and information science but has resisted satisfactory definition. The literature presents vague, subjective descriptions and/or operational definitions based on untenable theoretical assumptions. The “work” is a similarly central and poorly defined concept in bibliographic theory and cataloguing. This short essay summarizes previous scholarship that reformulates concepts of relevance in information science as functions of use and works in bibliographic theory as useful sets of objects. Conceptual utility in both cataloging theory and information science is sought by developing descriptive models that attend to the positionality and temporality of “works” and “relevance” as …

Libraries On The Front Lines: The Imperative For Disaster-Ready Information Professionals, Feili Tu-Keefner Ph.D.

Faculty Publications

Libraries, particularly local public libraries, have evolved into hubs for community-first services, extending beyond traditional roles. Library personnel are now expected to act as first responders and crisis leaders during times such as natural disasters. This report documents the critical crisis leadership qualifications required for library personnel, identified through comprehensive research from 2015 to 2023. Findings from these situation-specific case studies call attention to the community’s needs for library services during emergencies, underscoring the requirement for LIS education to include disaster management. Continuing education (CE) is also critical in preparing information professionals for these essential roles.

Creating A Road Map For Librarians To Teach Statistical Literacy, Giovanna Badia

Journal of Graduate Librarianship

This article offers a case study of the development of a workshop on reading regression results. It also provides a practical overview of how librarians, guided by their own experiences working with data, can teach others how to read descriptive statistics and regression results. The broader aim of the article is to help librarians move toward teaching a workshop on any statistical literacy topic or expand their teaching activities in this area. It includes tips for preparing to develop a statistical literacy workshop, as well as a bibliography of learning and teaching resources on statistical analysis.

Cancelling The "Big Deal" At A Public University: A Discussion Of Stem Faculty Perceptions Of Cancellation And An Examination Of Post-Cancellation Usage Data, Amanda Mccormick, Erin Rowley

Law Librarian Journal Articles

This article discusses how faculty, staff, and students at the University at Buffalo (UB), a public Carnegie R1 university, were impacted by the cancellation of the Elsevier ScienceDirect Big Deal package. After the cancellation, UB participated in a multi-site study which included interviewing faculty about the effect of the cancellation on their research and teaching. In general, the faculty were supportive of the cancellation. There was frustration expressed with the current structure of the publishing industry, particularly with the exorbitant pricing of journal subscriptions. Later analysis of usage data at UB post-cancellation was conducted; unsurprisingly, the data showed a decrease …

Oer Curation Worksheet, Theodore J. Szpakowski

All Musselman Library Staff Works

This worksheet aids library staff in curating open educational resources for a given class.

Rightsizing Technical Services: Practical Adaptations For Rapidly Evolving Libraries, Kathaleen Mccormick, Kristy White, Tracie Ballock

Library Faculty Scholarship

After years of downsizing physical collections and upsizing electronic collections, the traditional technical services areas at Duquesne University’s Gumberg Library reinvented and streamlined workflows and job responsibilities. As traditional technical services functions changed or faded away, duties in support of access and management of both electronic resources and unique special collections continued to grow and change at a rapid pace. Duties that supported physical collections had to be transitioned to the access and management of electronic resources and unique digitized content. To make these electronic collections accessible, new systems and other emerging technologies were investigated, mastered, and integrated with existing …

Strategies For Competitive Advantage In Libraries And Information Centers, De-Graft Johnson Dei, Linda Anane-Donkor

Library Philosophy and Practice (e-journal)

Libraries and information centers keep experiencing sluggish growth due to the absence of an integrated and coherent strategy that can be deployed to enable them to be competitive, have a competitive advantage, and gain market position. This study, therefore, sought to assess the strategies for competition in libraries and information centers and develop a framework that can be deployed in libraries and information centers for competitive advantage. The study adopted a conceptual and qualitative approach to research. Based on the review and analysis, the researcher developed a framework that suggests that technology (infrastructure, social media systems, gamification, and artificial intelligence) …

A Faculty Workshop On Developing Students As Discipline-Situated Researchers, William Badke, Elizabeth Kreiter, Qinqin Zhang

Communications in Information Literacy

The reference librarians of Trinity Western University have a strong mission-driven commitment to teach information literacy, but there is a significant contrast between the amount of instruction they can provide and the demanding task of developing all students as skilled researchers. The growing teach-the-teacher model suggested an option to enlist faculty in providing a larger portion of information literacy instruction themselves. With strong support from academic administration, three librarians devised an initial faculty workshop as part of the university’s faculty professional development series, followed by four detailed weekly sessions. They based their activities on several factors: first, faculty members would …

Volume 44, Number 4, December 2024 Olac Newsletter, Laura Kane Mcelfresh, Michael Herrick, Alex Whelan, Tanesa King, Nerissa Lindsey, Lisa Romano, Janelle Zetty, Morris Levy, Jan Mayo, Bobby Bothmann, Tomeka L. Jackson, Thumy Webb, Nurhak Tuncer, Katherine Manifold, Michelle Cronquist, Amanda Mack, Michelle E. Colquitt, Carla Davis Cunningham, Meghan Croll, Chelsea Gizzi, Christine Baker, Ann Kardos, Ellen Wright, Beth Fogler, Amy Pennington, Tina Marie Maes

OLAC Newsletters

Digitized December 2024 issue of the OLAC Newsletter.