Scholarly Communication Commons^™

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 …

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. …

Application And Reflection Of Full-Text Bibliometric From The Perspective Of Knowledge Innovation:A Review Of The 2024 Academic Salon On Full-Text Bibliometric Analysis, Haichen Zhou, Chengzhi Zhang, Shuo Xu, Jin Mao

Journal of Scientific Information Research

[Purpose/significance] In December 2024, the 7th Chengdu Conference on Scientometrics & Evaluation was held in Chengdu. This article was conducted to summarize the salon on Full-text Bibliometric analysis of the forum, and reveal the research status and development trends of full-text bibliometric from the perspective of knowledge innovation, providing inspiration for future.

[Method/process] The article systematically summarizes and analyzes the presentations and discussions from the salon, exploring the theoretical foundation, application scenarios, and discussions of full-text bibliometric from the perspective of knowledge innovation.

[Results/conclusion] Full-text Bibliometric can reveal the micro-processes and underlying mechanisms of knowledge innovation, offering new insights and …

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 …

The Multidimensional Quantitative Evaluation Of Local Policies For Promoting The Development Of New Quality Productive Forces: Based On The "Theme-Tool-Effectiveness" Framework, Jing Pan, Hongjun Yi, Yu Lu

Journal of Scientific Information Research

[Purpose/significance] The development of new quality productive forces is a crucial strategic goal for national progress, with local policies serving as important conduits for conveying and implementing national strategies. Researching local policies that promote the development of new quality productive forces is significant for the implementation of the national strategy in different regions and for further policy evaluation.

[Method/process] By constructing a theme-tool-effectiveness analysis framework and employing LDA topic model, policy tools, and PMC index model, this study conducts a multidimensional quantitative evaluation of local policy texts related to the development of new quality productive forces.

[Result/conclusion] The study finds …

Topic Mining And Evolution Analysis Of American Think Tanks' Products On China Based On Structural Topic Model, Yi Shen, Zhichao Ba, Gang Li

Journal of Scientific Information Research

[Purpose/significance] Under the background of the overall strategic competition between the United States and China, measuring and analyzing the topics and trends of American think tanks' products on China is conducive to understanding the American perception and policy moves towards China. It holds important heuristic significance for coping with external risks, maintaining national security and strategizing for development.

[Method/process] Using the full data of research outputs on China from 11 American think tanks as the research sample, this paper explores the topics and evolutionary trends of American think tanks' products on China, as well as their correlation with China-US economic …

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

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.

Research On Users' Privacy Preferences For Digital Medical Health Information From The Perspective Of Sensitivity:Based On A Discrete Choice Experiment, Hongcan Zhu, Jili Chen, Kaidi Zheng, Xianchao Liu

Journal of Scientific Information Research

[Purpose/significance] This study investigates differences in digital medical-health information privacy preferences by measuring privacy sensitivity across diverse user groups in multiple contextual scenarios, analyzing variations both within user groups (across contexts) and between user groups (within the same context), thereby providing actionable insights for developing context-aware health information protection frameworks in digital healthcare services.

[Method/process] A model of users' sensitivity to digital medical health information was constructed based on contextual integrity theory, and an experimental study was conducted using a discrete choice experiment method. The model was verified and analyzed using a binary logistic regression model.

[Result/conclusion] The study shows …

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 …

Construction Of China's Online Platform Information Value Evaluation System, Shuyue Fang, Yuan Sun, Yuwei Ye, Liling Xia

Journal of Scientific Information Research

[Purpose/significance] This paper aims to explore the construction of the information value evaluation system of online platforms in China, so as to provide theoretical support and practical guidance for the information management of online platforms.

[Method/process] This paper firstly explores the connotation and dimension of the information value of the online platforms, and uses the analytic hierarchy process to distribute the weight, then,obtains the comprehensive evaluation results of the information value of each online platform through the fuzzy comprehensive evaluation method.

[Result/discussion] Through the comprehensive evaluation of the information interaction platforms, the multilateral trading platforms and the complementary innovation platform, …

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 …

Who Owns Our Knowledge: Open Access Week 2025, Devon Olson, Rosemary Pleva Flynn, Zeineb Yousif

Librarian Publications

Commemorating Open Access Week 2025, this zine includes educational content on concepts central to open access scholarship as well as games and activities, and comics illustrating reader feedback to works posted on UND's Scholarly Commons.

Bibliography For "Open Access Display", Annikah Carpio, Sally Park, Melody Madrigal

Library Displays and Bibliographies

A bibliography created to support a display about Open Access at the Leatherby Libraries during October 2025 at the Leatherby Libraries at Chapman University.

Active Learning And Notetaking, Joshua Levine

Library Staff Online Writings

This past summer, when I attended my third AALL Conference, I signed up to review a program for the ALL-SIS newsletter. I agreed to report on “AI in Law Libraries: Discussing Ethical Considerations and a Way Forward.” I had attended numerous presentations over three years, but this was the first time I analyzed a program in depth. I needed to make detailed notes about what the participants said, as well as what questions were asked and how the speakers responded to them. Then, I had to synthesize my notes and turn them into an effective program review, about 500-700 words …

W&L Law Library Annual Report 2024-2025, The Law Library At Washington And Lee University School Of Law

Law Library Annual Reports

No abstract provided.

Biz Of Digital - Implementing Digital Systems For The Lewis University Archives And The Creation Of An Institutional Repository, Jason Smith

Library Staff Articles

No abstract provided.

Futurescape Libraries Ai Toolkit, Keith Webster

Copyright, Fair Use, Scholarly Communication, etc.

A toolkit developed to explore scenario-specific strategies and activities that research libraries can undertake to prepare for various possible AI-influenced futures. The toolkit integrates the ARL/CNI AI Scenarios published in spring 2024 along with priorities trialed and refined by strategic thinkers working directly in, or adjacent to, the research library field during a Strategic Implications forum held December 7–8, 2024, in Washington, DC.