Digital Commons Network^™

A Survey On Knowledge-Enhanced Healthcare Question Answering Systems, Junnan Su, Pu Han, Jianxiang Wei

Journal of Scientific Information Research

[Purpose/significance] This paper aims to review the research progress and applications of knowledge enhancement techniques in healthcare question answering systems, in response to the limitations of traditional systems in knowledge representation and reasoning, as well as challenges faced by current large language model-based systems, such as insufficient domain knowledge, privacy concerns, and hallucination. The review provides a systematic reference for improving the precision and knowledge reliability of such systems. [Process/method] Focusing on knowledge enhancement strategies, this paper firstly outlines their fundamental concepts and overall framework. The strategies are then categorized into explicit and implicit types, with an analysis of their …

Progress, Characteristics And Prospects Of Interdisciplinary Research Collaboration At Home And Abroad:Research Based On Literature Published In The Past Five Years, Yueliang Zeng, Ying Yu, Ruirui Gao

Journal of Scientific Information Research

[Purpose/significance] Interdisciplinary research collaboration is an important way to promote knowledge innovation and solve complex social problems in the new era. Reviewing the research progress of interdisciplinary research collaboration at home and abroad in the past five years can help grasp the research frontiers in this field and provide direction for future research. [Method/process] This paper adopts a systematic review method, selecting literature closely related to the theme of interdisciplinary research collaboration from inWeb of Science and CNKI from 2020 to 2024, condensing the research topic, analyzing the main research viewpoints, and summarizing the changing characteristics, then proposing future research …

Research On Academic Journal Evaluation Based On Factor Dimensionality Reduction, Data Weighting, And Journal Characteristics Orientation, Liping Yu, Jing Zhang

Journal of Scientific Information Research

[Purpose/significance] The characteristics of academic journals have important value, and current evaluation systems lack assesment for this dimension. [Method/process] This paper proposes a variable weight method for factor reduction data, firstly uses factor analysis combined with manual classification to determine the characteristics of the journal, and uses Sigmoid function to standardize the public factors to determine the characteristic journals, and then uses the variable weight function to modify the original data for the characteristic indicators of the characteristic journals based on the data of forestry journals in CNKI. Three representative methods including linear weighted aggregation, weighted TOPSIS, and factor analysis, …

Finnish Open Science Policies And Its Enlightenments, Xiaoping Sheng, Liyang Lu

Journal of Scientific Information Research

[Purpose/significance] Finland is at the forefront of open science worldwide. Studying Finland's open science policies is of reference significance for promoting the formulation and implementation of open science policies in China. [Method/process] The article employs the qualitative analysis software Nvivo 12 Plus and the grounded theory approach to conduct a textual analysis of Finnish primary open science policies. Through a three-level coding analysis, the content of Finnish open data policy, open access policy, open education policy, open infrastructure policy, citizen science policy, open science evaluation policy, and open science regulatory policy are analyzed. [Result/conclusion] Finnish open science policy is characterized …

Research On The Configurational Effects Of Data Security Assurance Levels Of Public Data Open Platforms, Zhenzhen Li, Xiaojuan Zhang, Ye Xu

Journal of Scientific Information Research

[Purpose/significance] Ensuring the data security of the public data opening platform is a prerequisite for releasing the value of data elements. Exploring the influencing factors of its data security guarantee level can provide a reference for the security governance of public data opening. [Method/process] Combining information ecology theory, and using NCA and fsQCA methods, this study takes 28 provincial government data open platforms as research objects for empirical analysis to reveal the key influencing factors and configuration paths of the data security assurance level of public data open platforms. [Result/conclusion] The findings indicate that seven antecedent variables influence the date …

A Meta-Analysis Of Corporate Innovation Intention And Its Driving Mechanisms, Yaping Hu, Xuerong Shen, Yi Zheng

Journal of Scientific Information Research

[Purpose/significance] Stimulating corporate innovation intention is a pivotal issue for promoting innovation. However, the academic discourse on its key drivers presents significantly divergent and even contradictory conclusions, leading to theoretical ambiguity and practical guidance challenges. This study aims to systematically and quantitatively integrate empirical research in this field to clarify the true effects of core driving factors and their operational boundaries. [Method/process] Adopting a meta-analysis approach, this study systematically retrieves and screens literature, ultimately analyzes 29 empirical studies and examine four potential moderating variables which include location, data type, industry, and culture. [Result/conclusion] The study finds that government support, internal …

Research On The Impact Mechanism Of Government Public Data Opening On Urban Innovation Resilience:A Quasi-Natural Experiment Based On Government Public Data Platform Launch, Jing Su, Yuxiao Zhou, Shengsheng Tu

Journal of Scientific Information Research

[Purpose/significance] Public data serves as a crucial resource for fostering and enhancing urban innovation resilience. Exploring the impact of government public data opening on urban innovation resilience is of great significance for advancing the high-quality economic development. [Method/process] This study treats the launch of government public data open platforms as a quasi-natural experiment, utilizing panel data from 246 cities between 2008 and 2023 to construct a multi-period difference-in-differences model. It investigates the impact mechanism of government public data opening on urban innovation resilience. [Result/conclusion] Research shows that government public data opening contributes to enhancing urban innovation resilience, primarily through two …

Research On Smart Intelligence Service System Of National Defense Science And Technology In Complex Information Environment, Yang Yang, Keping Wang, Huawei Sun

Journal of Scientific Information Research

[Purpose/significance] National defense science and technology intelligence serves as a powerful guarantee for promoting national defense science and techndogy innovation and development. Exploring optimization paths for defense science and technology intelligence service systems holds practical significance in developing new quality combat capabilities and safeguarding national security and stability. [Method/process] Through literature review and summarization, this study clarifies the impact of complex information environments on intelligent defense science and technology intelligence services, as well as the core tasks of intelligent intelligence services. Based on activity theory, the study deconstructs system elements and employs systems engineering principles to construct an intelligent defense …

Research On The Expansion Effect Of Interdisciplinary Knowledge Integration On The Discipline Knowledge System:Taking Domestic Library And Information Science As An Example, Lin Jiang, Cheng Chen

Journal of Scientific Information Research

[Purpose/significance] Under the context of New Liberal Arts construction, the resolution of many major scientific and technological issues requires transcending traditional disciplinary boundaries. By identifying and integrating interdisciplinary knowledge, it becomes possible to grasp the direction of disciplinary development and predict emerging innovative trends. [Method/process] This study takes the full-text information of articles from six academic journals in China's library and information science (LIS) from 2017 to 2021 as its research object. Drawing on the kinetic energy theory from physics, it constructs a kinetic energy model for interdisciplinary knowledge integration from the dual dimensions of quoting scholars driving force and …

Research On Weak Signal Perception Of Sci-Tech Security Risks, Hui Li, Xiaojing Zhang, Xiao Tan

Journal of Scientific Information Research

[Purpose/significance] As a supplement to traditional strategic intelligence analysis methods, the perception of weak signals of sci-tech security risks plays a crucial role in the monitoring and early warning of sci-tech security. It can identify early ambiguous information that foreshadows major future changes, thus seizing the initiative for strategic decision-making in the context of the global sci-tech competition landscape. [Method/process] Taking the weak signals of sci-tech security risks as the research object, this paper systematically defines the conceptual connotation of weak signals and their relationships with sci-tech security risks and intelligence analysis from the perspective of information science, and emphasizes …

Oakwood, 2026

Oakwood

Oakwood, 2026

The History Of The Vda Headquarters

Virginia Dental Journal

No abstract provided.

Changed Forever, Richard F. Roadcap Dds

Virginia Dental Journal

No abstract provided.

Malignant Habits- An Addiction With Potentially Fatal Consequences

Virginia Dental Journal

No abstract provided.

Dentistry Needs A Revolution In Respiratory Protection, Henry M. Botuck Dds

Virginia Dental Journal

No abstract provided.

An Opportunity For Healing, Elizabeth Reynolds Dds

Virginia Dental Journal

No abstract provided.

Va Dent J April, May And June 2020

Virginia Dental Journal

No abstract provided.

Shifting Livelihood Experiences Of Drought-Displaced Rendille Pastoralists In Kargi, Northern Kenya, Yohana Ogom

Capstone Collection

During the last decade, in the town of Kargi, Kenya, the severity and frequency of drought conditions have become a common trend. Consequently, pastoralist households have become displaced often to nearby town centers. This research investigates shifts in livelihood experiences of drought-displaced Rendille pastoralists in Kargi town, Marsabit County in Northern Kenya. The study employed Thematic Analysis to identify patterns and relationships in qualitative data from household and key informant interviews to investigate shifts in livelihood outcomes. Findings presented a downward trend in livelihood outcomes after displacement. However, key indicators of higher well-being outcomes included access to non-pastoral income-earning activities …

The Bonds Of Family: A Case Study On Interconnectedness In The Prison-Industrial Complex, Cameron Stone

Binghamton University Undergraduate Journal

Beginning in the 1960s, a rightward shift in politics and “War on Drugs” policies propelled the United States toward mass incarceration. The result was a prison population of around 2 million people, in which minority groups have been disproportionately imprisoned. While historians and legal scholars have examined the policies and legal structures behind mass incarceration, oral historians working in the tradition of social history emphasize the importance of narratives of those most impacted yet traditionally neglected. This paper specifically examines the relatively unstudied Columbia University's 2019 Mass Incarceration oral history collection, which explores the interconnected perspectives of one family’s experience …

Neurodiversity Works--Literally: A Scoping Review Of Neurodivergence In The Workplace, Daisy V. Dimatos

Binghamton University Undergraduate Journal

In recent years, the importance of utilizing inclusive practices in the workplace has become much more widely-known, especially in regards to supporting neurodivergent employees. The systemic barriers and challenges faced by neurodivergent job-seekers and employees mean this population is often limited in their employment prospects, in turn depriving human resources professionals and their organizations of the chance to hire and benefit from diverse talent. As neurodivergent individuals exist within the workforce and general public, it is critical that organizations properly accommodate their needs in order to ensure optimal inclusivity, business efficiency, and productivity. This scoping review of the literature on …

From Claiborne To Climate: Anti-Esg Boycott Legislation And Corporate First Amendment Rights, Ingrid Tjendro

Fordham Law Review Online

Since 2021, at least twenty-one states have enacted laws targeting financial institutions and companies that incorporate environmental, social, and governance (ESG) considerations into their business practices. This Comment examines the First Amendment implications of one specific category of such legislation—state anti-ESG boycott statutes—and argues that they constitute an unconstitutional suppression of protected corporate speech and association.

Drawing on traditional anti-boycott jurisprudence, including NAACP v. Claiborne Hardware Co. and Rumsfeld v. Forum for Academic and Institutional Rights, Inc., and the circuit split over anti-Israel boycott legislation, this Comment centers on the recent decision in American Sustainable Business Council v. Hegar …

An Increased Understanding Of Political Sociology Would Create A More Pluralistic Society, Mariam H. Jabbar

Thinking Matters Symposium

What are we socially lacking in relation to our current social

identity, based on political and historical events, to create a pluralistic society?

What do we need to prioritize socially to bring awareness for a more

contemporary social construct? My points as a political sociology student will be

focused on how society applies political association to power through unity by

division of society.

Evidenced-Based Practice Guideline Development: The Addition Of Adjunctive Dexmedetomidine In Brachial Plexus Blocks For Upper Arthroscopic Surgery, Mylene Louail

Doctor of Nursing Practice Scholarly Projects

Dexmedetomidine (DEX) is an alpha-2 adrenergic agonist increasingly studied as an adjunct in brachial plexus blocks (BPBs) to enhance postoperative pain management. This project examines the efficacy of DEX as an adjunct in BPBs for upper extremity arthroscopic surgeries, focusing on its ability to extend analgesia duration, reduce opioid use, and enhance patient satisfaction. With analgesic and sedative properties, DEX can improve postoperative pain management with minimal side effects, providing shortened hospital stays, decreased costs, and better patient outcomes. Using the Iowa Model for evidence-based practice, baseline data on postoperative pain, analgesia duration, and opioid use will be collected from …

Delivering Food, Exercise, And Nutrition Education For The Prevention Of Chronic Disease, Ava Caron

Human Nutrition and Hospitality Management Undergraduate Honors Theses

Chronic diseases such as diabetes, heart and respiratory diseases, cancer, and stroke pose significant health challenges in the United States, with Arkansas experiencing some of the highest rates of related mortality. This project aimed to improve health literacy related to nutrition and physical activity among adults at risk for chronic disease in Arkansas, focusing on those living independently in Ozark, Ouachita, and Delta regions, as well as cooperative extension agents in Family & Consumer Sciences. Using a mixed-methods approach involving surveys and focus groups, the study explored participants’ nutrition knowledge, health awareness, physical activity engagement, and preferred methods of receiving …

Ai Need Not Make One Slothful, Roy A. Kaelin Jr

Faculty Publications

As National Louis University seeks to plan and advance its way amid the potential perils and pitfalls of so-named artificial intelligence, one finds that with reasonable workflows and guard rails, the use of AI proposes both potential promise and prospect, to assist and augment the natural intelligence that students and teachers bring to the classroom, encouraging them to pursue STEM-related activities with the preparation and deployment of focused and directed AI-bots. This paper presents examples and a case study of that directed and focused approach, the incremental lessons learned to date, and a proposed path to advance worthwhile AI …

Preparing For The Ai-Driven Accounting Workforce, Thomas C. Pate

Accounting Undergraduate Honors Theses

Artificial Intelligence (AI) is embedded in accounting workflows, raising concerns about job displacement, professional relevance, and ethical risk. This thesis argues that AI represents an evolutionary force in accounting, not a disruptive replacement of human professionals. By situating AI within the historical trajectory of accounting technologies, the paper demonstrates that technological change has consistently reallocated work toward higher-value activities instead of eliminating the need for professionals. The analysis examines how generative and agentic AI are transforming core accounting functions, including auditing, financial reporting, tax compliance, and strategic decision support, primarily through the implementation of automated processes for data-intensive tasks. The …

Microalgae In Observation: Techniques For Micromanipulation, Movement Treatments Of Dunaliella Salina, And Explorations Of Alternative Photobioreactors, Claire Compton

Theses & ETDs

This work explores microalgae within three contexts: micromanipulation of microalgae for isolation, testing of Dunaliella salina movement conditions, and photobioreactor designs that incorporate sculptural elements. To micromanipulate microalgae, a protocol using micropipettes for the isolation of single cells from a mixed sample was developed. To test the movement preferences of the microalgae, Dunaliella salina, an experiment was conducted using five treatments: a fast and slow orbital movement, a fast and slow rate of added bubbling, and a control treatment with no added movement. To measure the impact of the added movement, a cell density counter was used. Results revealed that …

Nurse-Driven Palliative Care Screening Tools In The Icu, Olivia Sarkis Bsn, Rn, Fiona Hill Bsn, Rn, Isak Madden Bsn, Rn

Nurse Residency

PICOT Question: In adult ICU patients, how does implementing a nurse-driven palliative care screening tool, compared to provider-discretion palliative care consultation, affect rates of palliative care consultation in the ICU?

Safety Practices Regarding Oral Nimodipine Administration, Hannah Linsky Bsn, Rn, Nathan Mendoza-Connell Bsn, Rn, Perla Moguel Bsn, Rn, Andrew Vachon Bsn, Rn

Nurse Residency

PICOT Question: In adult patients with subarachnoid hemorrhage who are unable to swallow, does pharmacy prepared nimodipine oral solution administered via EnFit syringes, compared with bedside aspiration of nimodipine capsule solution using a blunt needle into syringes, reduce medication administration errors during hospitalization?

What Does It Mean To Live A Creative Life?, Shelby A. Simmeth

Creativity and Change Leadership Graduate Student Master's Projects

What is a creative person? Is creativity something one is born with, or can it be cultivated through education and practice? In today’s world, there is a gap between what people assume creativity is and what it really is. My early exposure to creativity has been a transformational learning experience for me and has changed my approach to everything in my life. I have always been curious about how creativity could increase mental health and wellbeing. The purpose of this project is to help people understand the unique traits of people who embrace their own creativity and how their stories …