Information Literacy Commons^™

From Shallow Semantic Analysis To Knowledge Intelligence:Paradigm Shifts In Full-Text Bibliometrics Driven By Large Language Models:A Review Of The 2025 Academic Salon On Full-Text Bibliometric Analysis, Haicheng Zhou, Shuo Xu, Jin Mao, Liang Chen, Guoxiu He

Journal of Scientific Information Research

[Purpose/significance] In September 2025, the 8th Chengdu Conference on Scientometrics & Evaluation, hosted by the National Science Library (Chengdu), Chinese Academy of Sciences, and undertaken by the Scientometrics & Evaluation Research Center (SERC), was held in Chengdu. This article reviews the Academic Salon on Full-Text Bibliometric Analysis at the forum, summarizing methodological advances, application expansion, and paradigm shifts in full-text bibliometrics in the era of large language models (LLMs), and providing references for future research. [Method/process] Based on invited talks and on-site discussions, this article synthesizes the research paradigms and application directions of LLM enabled full-text bibliometrics. It highlights key …

Critical Information Literacy Education And The Response To Ai Disinformation:The Experience From Finland, Haixia Wang, Zonghuang Xu, Jin Shi

Journal of Scientific Information Research

[Purpose/significance] Studying Finland's experience in critical information literacy education in dealing with AI disinformation can provide a reference for China to prevent related risks, optimize the information literacy education system, and enhance the national ability to identify disinformation. [Method/process] We systematically analyzed Finland's practice and achievements in critical information literacy education in response to AI disinformation, and summarized beneficial experiences. [Result/conclusion] Finland has formed a multi-subject collaborative national education network through a cross-departmental linkage mechanism, established a lifelong learning framework covering all stages of education, adopted an embedded teaching model to integrate critical thinking cultivation into various subject courses, and …

“Learning To Ask The Deeper Questions Behind The Image That Most People Don’T See:” Teaching Critical Visual Literacy To History Teacher Candidates Through Interdisciplinary Collaboration, Heather Koopmans, Richard Hughes

The Councilor: A National Journal of the Social Studies

Despite the ubiquitous role of images in teaching history, few teachers have formal training in how to help students critically read photographs, paintings, and other images. The essay centers on research on how Critical Visual Literacy, which focuses on how images reflect complex issues of power in society, can assist emerging teachers in helping students think historically and better engage visual evidence associated with curriculum mandates to broaden historical narratives

Efficient Database Translation, Sonya Fogg, Tracy Ashby

Library Class: Lunch & Learn

Understand the concept and utility of database translation. Identify key differences in indexing and syntax across major biomedical databases. Apply practical strategies for translating search strategies between databases.

From Scrolls To Algorithms: A Critical Analysis Of Generative Ai, Digital Preservation, And Ranganathan’S Normative Philosophy, Madhu K S

Book Chapters

The paper discusses the developments in human information access across three historical paradigms including physical scarcity, digital abundance, and synthetic algorithmic mediation with Generative AI. History is discussed with the philosophical aspects of Floridi’s Philosophy of Information, Christine Borgman’s Digital Scholarship Framework, and S R Ranganathan’s Normative Library Science. This conceptual paper explores the transition from finding documents to creating answers with AI it has changed human thinking and reliability on information. This transition has changed how people believe and trust the source of information. This paper looks at the material ethics regarding how commercial large language models (LLM) are …

Is Artificial Intelligence Intelligent? Trust, Verification, And The Responsible Use Of Al In Libraries, Norman Desmarais, Janice Schuster

Library Faculty and Staff papers

We live in an age of alternate realities. If we do not like the current situation, we can pick or rearrange facts to suit our worldview. It appears our information systems follow suit, particularly in artificial intelligence (AI). Developers in the Al industry generally want friendly Al that does what the human user wants (as long as it is not too naughty). They do not want Al that says "I do not know," so they design models to be fluent, not factual. Consequently, the engines confidently invent citations, titles, or people if not constrained or verified, a phenomenon called AI …

An Enduring Mission, Expanding Responsibilities: Reexamining Educating Students To Think Forty Years Later, Victoria Therriault

Learning Hub

This article reexamines the role of school librarians forty years after the publication of Educating Students to Think. It argues that the central mission of school librarianship, helping students locate, evaluate, synthesize, and use information thoughtfully, has remained consistent while librarians’ responsibilities have expanded. The article connects this mission to contemporary practices including inquiry learning, instructional collaboration, digital and media literacy, AI literacy, digital citizenship, equitable access, and instructional leadership. It also presents an updated framework and practical strategies for applying these responsibilities in modern school library programs.

Navigating Ethical Ai Use In Online Education: Leveraging The Framework For Information Literacy For Higher Education, Grace Kaletski-Maisel

FDLA Journal

As generative AI transforms online education, students are confronted with the many ethical quandaries that this technology poses. A document known as The Framework for Information Literacy for Higher Education (Framework) has great potential to serve as a tool for educators who strive to guide students towards ethical decision-making in AI use. Information literacy is “the set of integrated abilities encompassing the reflective discovery of information, the understanding of how information is produced and valued, and the use of information in creating new knowledge and participating ethically in communities of learning.” This definition was posed by the Association of College …

When Everyone Is A Librarian: Examining Job Titles And Responsibilities In California School Libraries, Mary Ann Harlan, Jeffrey Mattison, Jodi Hwang

Learning Hub

School libraries in California are staffed by a wide range of personnel, including credentialed Teacher Librarians (TLs) and paraprofessional staff working under a variety of job titles. Analysis of responses from the California School Library Survey revealed substantial variation in self-reported library staff titles, raising questions about the relationship between job titles, job descriptions, and professional responsibilities. This study examined the titles used by individuals working in California school libraries as paraprofessionals and analyzed corresponding job descriptions to determine whether distinctions exist between professional standards and descriptions and paraprofessional duties. Using survey data from the 2022–2023 California School Library Survey, …

De-Centering And Re-Centering Digital Scholarship, Ten Years On, Matthew Hunter, Aaron Retteen, Micah Vandegrift

Faculty Scholarship

Ten years after the publication of a manifesto attempting to describe what digital scholarship could do for and within libraries, some of the original authors reflect on the progress of the call-to-action. This article describes areas in which the integration of digital scholarship activities as core parts of librarianship has and has not become commonplace and traces larger-scale developments in the academy and global knowledge landscape that have contributed to the accuracy of the predictions made in 2017.

Computer Self-Efficacy As Predictor Of Electronic Information Resources Use By Academic Staff Of Selected Polytechnics In South-West, Nigeria., Temitope Adeleke Osisanwo Dr, Yemisi Tomisin Babalola Prof

Library Philosophy and Practice (e-journal)

Electronic information resources have become a significant portion of library resources available to academic staff for teaching and research purposes. However, studies suggest that their use has not been fully optimized by academic staff at polytechnics located within South-West, Nigeria. This could be attributed to the low level of self-effectiveness of technology among the academic staffs. In light of this, this study aimed to examine the relationship between computer self-efficacy and the usage of electronic information resources among polytechnics academic staff in South-West, Nigeria.

A survey research design was used for this study, while 3,807 academic staff members were selected …

Finding And Using Validated Surveys In Health Science Research, Tracy Ashby

Library Class: Lunch & Learn

Join us as we introduce techniques for identifying and using validated surveys in health sciences research. Learn strategies for finding reliable, evidence-based measurement tools in the databases and gain tips on how to evaluate their quality and relevance.

Determinants Of The Abuse Of Artificial Intelligence For Academic Purposes Among Nigerian University Undergraduates, A.M. Adegbore, Solomon Oluwaseun Ojedeji, Ihezie Donatus Ukpabi, Taofeek Gbolahan Muibi, Bamikole Abel Fashogbon, Adebola Kehinde Ojo

Library Philosophy and Practice (e-journal)

Abstract

Rationale

The misuse of Artificial Intelligence (AI) is becoming prevalent in academia, particularly among undergraduates. This situation could undermine the main objective of education at the university level, which is aimed at building future professionals for general development. This study examined the determinants of the abuse of artificial intelligence (AI) for academic purposes among Nigerian university undergraduates, with particular focus on federal universities in Southwestern Nigeria.

Material and method

A descriptive survey of the correlational type was adopted. The population comprised 233,454 undergraduates, from which a sample size of 1,593 students was selected using a multi-stage sampling technique involving …

Demographic Context Of Media And Information Literacy (Mil) Skills Among Senior High School Students In Ghana, Patience Emefa Dzandza Ocloo, Aurelia Ayisi, Abena Animwaa Yeboah-Banin, Annie Oye

Journal of Media Literacy Education

This paper explores the media and information literacy (MIL) competencies of young Ghanaians in senior high schools. It is premised on the rising spate of misinformation, online security breaches, and the avalanche of content young people must navigate. Together, these factors demand young persons to be new media savvy in order to use the affordances of the current media ecology to their benefit. To advocate for comprehensive MIL education in senior high schools in Ghana, the study adopts a comparative analysis logic to examine demographic differences that attend young people’s media and information literacy. A nationwide survey of 1200 senior …

The Generative Turn: What Ai Doesn't Do And A Framework For Responsible Use, Deborah Lee

Mississippi Libraries

This column examines the limitations of generative AI as a foundation for responsible and informed use.  While much attention has been given to what AI can do, effective and responsible use depends on understanding what it does not do well.  For librarians as professionals grounded in information literacy, these limitations underscore the importance of critical evaluation and contextual understanding.  By recognizing both the capabilities and constraints of AI, librarians can better guide their communities in using these tools thoughtfully and effectively.

Assessment Of Information Literacy Instruction In Reference: Applying Vanscoy’S Conceptual And Procedural Framework In Practice, Vanessa Arce

Publications and Research

The instructional aspect of reference work has long been acknowledged, especially in academic libraries. The current RUSA guidelines include helping users develop information literacy as a goal of reference. In this context, investigating the presence and nature of information literacy instruction can be used to assess the quality of reference services. This study applied Amy VanScoy’s conceptual/procedural framework for point-of-need instruction to a sample of chat reference transcripts at Lehman College, City University of New York. One of the assessment’s goals was to determine the prevalence of instruction and type of knowledge addressed in reference interactions. Another goal was to …

Nsu Library Link - Summer 2026, Nova Southeastern University

NSU Florida Link Newsletter

No abstract provided.

Southeastern Librarian 74(2) Summer 2026 (Full Issue)

The Southeastern Librarian

Complete issue of the Southeastern Librarian, Volume 74 Number 2, Summer 2026

The President's Column, Laura Slavin

The Southeastern Librarian

SELA President Laura Slavin's column for the Summer 2026 issue of the Southeastern Librarian

Proposed Constitution Of The Southeastern Library Association, As Amended

The Southeastern Librarian

Proposed Constitution of the Southeastern Library Association, as Amended (Effective October 2026 following election)