Digital Commons Network^™

Analisis Perbandingan Sentimen Pengguna Ipusnas Dan Jaklitera Dengan Algoritma Sentiwordnet, Putri Fajar Ayu Hendrayani, Rahmi Rahmi

Jurnal Ilmu Informasi, Perpustakaan, dan Kearsipan

iPusnas and JakLITera are two national digital library applications developed to enhance public access to literacy in Indonesia. This study compares user perceptions of both applications through sentiment analysis using the SentiWordNet (Sentiment WordNet) algorithm, implemented in Orange data mining software. The dataset comprises user comments from the Google Play Store, collected between 2023 and 2025. A qualitative, lexicon-based method was applied to classify sentiments into positive, neutral, and negative categories. Results show that iPusnas is dominated by negative sentiment (47%), mainly due to technical issues such as bugs, login failures, and slow performance. In contrast, JakLITera received 55% positive …

Persepsi Mahasiswa Ilmu Perpustakaan Terhadap Penggunaan Perangkat Ai Llm Dalam Pencarian Informasi, Danisya Laila Zahra, Muhamad Prabu Wibowo

Jurnal Ilmu Informasi, Perpustakaan, dan Kearsipan

The increasing use of generative artificial intelligence (AI) among university students is driving changes in the way they seek and manage information, including in academic contexts. ChatGPT and DeepSeek AI are two AI platforms based on Large Language Models (LLMs) that are increasingly utilized as tools to support information seeking processes. This study aims to analyze the preferences of students from the Library and Information Science Program, Faculty of Humanities, Universitas Indonesia (FIB UI), in using these two platforms. The research employs a case study method with a qualitative approach, involving in-depth interviews with ten students. This study explores their …

Evaluating Information - Verifying The Credibility Of Sources, Sandra Teft

Handouts

This in-class assignment was designed for students in a WRT 150 course. The purpose was to get students thinking about the credibility of different sources types, evaluating them based on the criteria presented.

Reference At A Remote Field Station: A Case Study Of Ecology, Environmental Science And Geology Fieldwork At An Embedded Library, Thomas Gerrish

Libraries Faculty and Staff Scholarship and Research

Purpose Field station libraries, particularly those serving biological and marine research stations, represent a unique but understudied class of special libraries. This case study investigates reference services at the remote University of Michigan Biological Station (UMBS) to provide a baseline assessment of how such services support the information needs related to research in ecology, geology and environmental science.

Design/methodology/approach The study recorded, coded and analyzed 209 reference transactions from the 2022 and 2023 summer sessions, revealing trends in patron inquiries and the role of the reference desk. Further, the case study examined the organizational structure, community interaction and mission of …

What Do Students Read? Let’S Talk About Data-Informed Library Collections Planning For Student Success, Nat Gustafson-Sundell, Heidi J. Southworth, Evan Rusch

Library Services Publications

Do students read? What do they read? What kinds of information resources are most used by students? What subject areas are most used by students? What do they need from their library if they are going to complete assignments? How can the library plan ahead to meet student needs? The modern academic library is mostly online and highly data driven. The MSU Library Services Collection Management Technology team briefly demonstrated some of the tools they’ve developed to understand student needs. They showcased some of the instruments they’ve used to communicate collections plans to administration, as they’ve strategized to conform to …

Social Media Prevalence: Information Anxiety Among The Librarians: Survey Study, Muhammad Yousuf Ali, Wasim Shahid Khawaja

Libraries

Library and information professionals also use social media platforms through computers, laptops, tablets, and mobile phones due to the excessive use of social media and health issues faced by library professionals. The primary purpose of this paper is to bring up the issue of information overload and its impact on the professional lives of librarians. It is a quantitative study, and survey methodology is used as the data collection source. A total of 162 library professionals participated in this study. The findings of this study showed that excessive use of social media anxiety has effects on the health of library …

Usa Libraries Newsletter - V. 1, No. 1 (Fall 2025), Usa Libraries

USA Libraries Newsletter

Library News

What’s new at USA Libraries?

Library Personnel News // Lorene Flanders

Welcome to Vivienne Auvil! // Gail Kouame

Fall Semester at the Marx Library // William Baker & Kaitlyn Moody

Fall Semester at the MCOB Library // Amia Baker

The Healing Arts Exhibition at the Biomedical Library // Gail Kouame

USA Libraries Hosts ACHE NAAL OER Conference // Lorene Flanders

Summer Seminar & Professional Development // Muriel Nero

USA Libraries & LifeSouth Celebrate a Milestone // Heather Hoven-Glass

McCall Library Public Tours // McCall Archives

In Memoriam: Robert “Robbie” Runderson // Ellen Wilson

Research Round-Up

Spotlighting library tips, …

Open Access Week 2025, William Flores, Richard Quiroz

Library Display Posters

No abstract provided.

Covid-19 Asian American Oral History Project: Reflecting On Identity And Oral History At A Community College, Thomas Cleary

Publications and Research

In this article, I share narrators’ stories from the Covid-19 Asian American Oral History Project based at LaGuardia Community College, CUNY, to illustrate how Covid-19 and increased anti-Asian hate during the pandemic shaped Asian American and Pacific Islander (AAPI) identities in Queens, New York. Narrators’ stories shed light on how Black Lives Matter impacted their own understanding of race and racialization, particularly as AAPI identity and race relate to the Model Minority Myth. This project also laid the groundwork to develop a broader oral history culture at the college, developing faculty pedagogy to incorporate oral history interviews and interviewing into …

Research On Identification And Evaluation Method Of Medical Experts' Expertise Domains In Online Health Community Based On Knowledge Graph, Yunjiang Xi, Qian Zhang, Man Li, Juan Yu

Journal of Scientific Information Research

[Purpose/significance] This study aims to identify the expertise domains of medical experts, and evaluates their domain levels to provide a basis for community expert recommendation.

[Method/process] This study utilized the improved OneRel model to structure community historical Q&A into entity relation triples. Then used the knowledge graph triples to test the consistency between the medical knowledge in the community Q&A and the domain knowledge, and finally obtained the doctor's domain levels by aggregating in each expertise domain.

[Result/conclusion] Using the data example from xywy.com website, 214 doctors in the community were ranked in terms of their average level of expertise …

Oer Action Plan At Southern University And A&M College, Maletta Payne

Southern University and A&M College: John B. Cade Library Publications

This OER Action Plan, developed by the Southern University Library, outlines strategic initiatives to expand the adoption and integration of Open Educational Resources (OER) across a wider range of academic programs. The plan emphasizes building sustainable collaborations with faculty and academic departments, engaging administrative leaders to support OER through institutional policies and incentives, and aligning these efforts with the University’s mission to reduce student costs, foster teaching innovation, and enhance learning outcomes. Through targeted outreach, faculty development opportunities, and cross-campus partnerships, the plan aims to increase the visibility, use, and long-term impact of OER. This action plan was created as …

Gonzaga Digital Scholarship & Publishing Newsletter, Fall 2025, Foley Center Library

Foley Library Publications

Volume 2 of the Digital Scholarship & Publishing Newsletter (formerly Gonzaga Institutional Repository Newsletter).

In this issue: 

• Learn about Pure Faculty Profiles
• Find out about the Digital Scholarship Lab @ Foley Library 
• Read about options for publishing OERs
• Explore how your department’s research and scholarship is represented in the IR
• Find out where to go for Copyright and Intellectual Property questions
• Data Management Plan consultations and options for support

Grand Valley Magazine, Vol. 25, No. 1, Fall 2025, Grand Valley State University

Grand Valley Magazine

Grand Valley Magazine is a quarterly publication about Grand Valley State University produced by University Communications since 2001.

Report On Assessing The Digital Preservation Landscape And Capacity Of Prrla Libraries, Pin Pin Yeo, Suqing Liu, Pimnapa Amaritworachai

Research Collection Library

This project evaluated the current state of digital preservation practices among PRRLA (Pacific Rim Research Libraries Alliance) member libraries. This report outlined the best practices and guidelines of the member libraries. The study involved a literature review to examine existing research and practices in digital preservation. A survey was designed to collect detailed information from PRRLA members, complemented by online interviews with selected institutions to gain deeper insights. The report has the key findings, successful strategies with some suggestions for sustainable development of digital preservation.

Analysis Of The Status And Thematic Trends Of Ai For Science Research Abroad From 2015 To 2024, Fangyuan Wang, Huiting Xu, Jinghua Xue

Journal of Scientific Information Research

[Purpose/significance] This paper analyzes the relevant literature in the field of AI for Science（AI4S）in the WoS core database from 2015 to 2024, and sorts out the research status and development trends in this field, aiming to provide forward-looking insights for the application of AI technology in scientific research.

[Method/process] This paper combines bibliometric analysis with the BERTopic model to analyze the publication trends, publishing countries, core authors, and topic identification and development trends in the field of AI4S.

[Result/conclusion] Through bibliometric analysis, this paper reveals the exponential growth trend of AI4S-related literature, and finds that China ranks first in the …

Chemistry And Biochemistry Affiliated Publications: Snapshot Of The Research Publications 2019-2024., Jeremy J. Smith, Lutishoor Salisbury

University Libraries Faculty Publications and Presentations

This report highlights the chemistry and biochemistry faculty publications for the period 2019-2024. It includes tables identifying the types of publications, the characteristics of the authors, inter-departmental and external cooperation, summary of the citations of the publications, and the JCR ranking of the journals in which they published.

Development Of A Lightweight Dataset Catalog With Digital Commons, Claire Warner, Amy Reese, Marla Hertz

Libraries Professional Work

Many academic libraries maintain dataset catalogs to make the research data produced by their institutions more findable, accessible, interoperable, and reusable (FAIR). These catalogs use a variety of approaches to gather metadata for dataset records and may be hosted on one of several platforms. Our approach is to develop Python code and leverage APIs to locate relevant datasets, then harvest and clean the associated metadata. The cleaned metadata is manually curated and enhanced before being added to the Dataset Catalog. We employ the hosted institutional repository Digital Commons to display the dataset records. Combining API harvesting and automated data cleaning …

Unleashing The Research Superpowers Of Ap Students, Lindsey Douglas, Suzanne Rook Schilf, Camille Cooper, Jennifer Groff

Presentations

No abstract provided.

Identifying Key Influencing Factors Of Elderly Health Information Search Based On Meta-Ethnography, Zhumei Sun, Zhibing Wang

Journal of Scientific Information Research

[Purpose/significance] Health information search is an important way for elderly people to actively cope with aging. Identifying the key factors affecting of their health information searching and exploring the correlation among these factors are of positive significance for promoting the elderly proactive health ability.

[Method/process] This paper firstly integrated the original research through a meta-ethnographic approach to form a set of factors influencing the elderly health information search. The DEMATEL method was then used to analyze the interrelationships among the influencing factors and identify the key influencing factors.

[Result/conclusion] The study finds that, the influencing factors of elderly health information …

Research On The Construction Of Domain Knowledge Graph For Assisted Decision Making And Its Scenario-Oriented Application, Hao Xu, Linlin Ge, Yan Zhang, Sanhong Deng

Journal of Scientific Information Research

[Purpose/significance] This research constructed a domain knowledge graph and its scenario-oriented application framework for decision support at four levels: the data foundation layer, the key technology layer, the domain knowledge graph construction layer, and the scenario-oriented application layer. This framework aims to provide systematic support for knowledge discovery.

[Method/process] Based on the construction of a domain knowledge graph and its scenario-oriented application framework for decision support, this research focuses on the improvement of models and performance evaluation for fine-grained entity and relationship extraction at the discourse level within texts. The optimal model is selected to construct a domain knowledge graph. …

A Measurement And Empirical Research On The Scientific Knowledge Demand Of Netizens On Social Media Platform, Rui Zhang, Wanyi Zuo, Wei Huang

Journal of Scientific Information Research

[Purpose/significance] Exploring the scientific knowledge demand of netizens on social media platform will prompt the dissemination and utilization of scientific knowledge, and it plays an important role in enhancement of the scientific literacy level of our general publics.

[Method/process] This paper constructed a measurement index system of netizens' scientific knowledge demand consists of demand breadth, demand strength and demand hierarchy, and adopted a comprehensive evaluation method based upon factor analysis and entropy method. 30 popular science WeChat accounts in different fields are measured and evaluated, and the comprehensive ranking of demand was calculated to explore and compare the demand differences …

Reform And Exploration Of Talent Cultivation In Public Security Intelligence, Lei Hong, Guangliang Gao

Journal of Scientific Information Research

[Purpose/significance] Public security intelligence work has undergone a significant transformation from passive defense to proactive early warning, with corresponding shifts in its core functions. The cultivation of public security intelligence talents rooted in practical combat has evolved alongside the development of intelligence work, necessitating a clear understanding of its historical development and future prospects.

[Method/process] By employing a comprehensive approach that integrates literature analysis, data interpretation, and historical examination, this study systematically reviews the evolution of public security intelligence education from the perspectives of practical intelligence work, the overarching public security education system, and the specific aspects of intelligence education.It …

Beyond Description: Interrogating Narrative Elements In Archival Finding Aids, David J. Williams, Richard Kearney

Journal of Contemporary Archival Studies

As the archival profession evolves, attention is increasingly paid to the usability of its resources and services. User Experience, or UX, is a contemporary design practice gaining prominence among archivists interested in addressing usability. Information design, the process of organizing and presenting information for efficient and effective use, is a component of UX incorporating both the presentation and content of communication instruments, with plain language writing guidelines applied toward achieving this goal. A prominent information artifact produced by archivists is the finding aid, describing and inventorying archival collections. Those components of finding aids providing “access points” into collections—communicating the …

Reconceptualizing Metadata Management As A Design Discipline, Rebecca B. French

Faculty Scholarship

Libraries are increasingly exploring design approaches, but their utility has been overlooked in the area of metadata management. This article argues that metadata management should be considered a design discipline. Key elements of design epistemology and their relevance to cataloging and metadata work are explored through a case study of developing a workflow to update OCLC numbers in a library catalog. Conceptualizing metadata management through the lens of design provides a new view of the field that expands possibilities for education, advocacy, research, and practice.

From Weberian Rationalization To Javascript Components: Modularism In Academic Library Software, Mark E. Eaton

Publications and Research

This paper considers modular approaches to building library software and situates these practices within the context of the rationalizing logics of modern programming. It briefly traces modularism through its elaboration in the social sciences, in computer science and ultimately describes it as it is deployed in contemporary academic libraries. Using the methodology of a case study, we consider some of the very tangible and pragmatic benefits of a modular approach, while also touching upon some of the broader implications. We find that the modularism is deeply integrated into modern software practice, and that it can help support the work of …

Lanthorn, Vol. 60, No. 03, September 8, 2025, Grand Valley State University

Volume 60, August 4, 2025 – April 20, 2026

Lanthorn is Grand Valley State's student newspaper, published from 1968 to the present.

Student Newsletter Fall 2025, University Of Missouri-St. Louis Libraries

Library Publications

No abstract provided.

Faculty Newsletter Fall 2025, University Of Missouri-St. Louis Libraries

Library Publications

No abstract provided.

Open Educational Resources (Oer) Workshop Slides For The Center For Teaching & Learning Annual Seminar, Ian Mcdermott, Rena D. Grossman, Emma Handte

Open Educational Resources

LaGuardia Community College, City University of New York (CUNY) began receiving funds from a New York State Open Educational Resources (OER) grant in 2017. Since 2020 we have offered a spring OER Seminar through the Center for Teaching and Learning (CTL). The seminar invites instructors and staff to explore their past, current, or desired use of OER at LaGuardia. Seminar co-leaders present and discuss a variety of experiences with OER, from authoring a textbook to implementing OER in high enrollment courses. The five workshops have been co-led by the library in collaboration with faculty in the Natural Sciences and Mathematics, …

Library Instructions For Physician Assistant Students, Daniel Fidel Ferrer

Health Science Library Presentations

No abstract provided.