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, …

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 Knowledge Service For Emergency Supplies Supply Under The Framework Of Cognition, Architecture And Operation, Xun Jiang, Mingwei Tang

Journal of Scientific Information Research

[Purpose/significance] To address the challenges in matching supply-demand information within the emergency material supply domain, this study constructs a knowledge service framework from three dimensions cognition, architecture, and operation to enhance the agility of emergency response and the resilience of supply chains. [Method/process] A cognition-centered knowledge service framework is proposed for the emergency material supply field, encompassing five dimensions: scenario, approach, structure, perspective, and model. Subsequently, a system architecture is developed focusing on three aspects: emergency data integration, knowledge-driven supply, and emergency scenario perception. The operationalization of the proposed knowledge service is explored in terms of its logic, mechanisms, and …

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 Text Translation Model Based On Large Language Model And Knowledge Enhancement Framework, Chuanming Yu, Haoxuan Li

Journal of Scientific Information Research

[Purpose/significance] This paper aims to improve the translation quality of large language models and effectively alleviate the translation illusion problem, thereby enhancing cross-linguistic information retrieval capabilities. [Method/process] A translation generation method based on a knowledge enhancement framework is proposed. This framework optimizes the translation process from multiple dimensions, such as style, focus, and cultural adaptability, by combining external knowledge provided by the translation context building module and the knowledge base building and retrieval module, and then utilizing the guidance of the text attention module. [Result/conclusion] Experimental results show that the proposed method effectively enhances model performance. Specifically, on the WikiLingua, …

Another Battle, Won! But Are We Winning The War?, Bruce Hutchison Dds

Virginia Dental Journal

No abstract provided.

Ethics- The Origins And Today, Corey C. Burgoyne Dmd

Virginia Dental Journal

No abstract provided.

Malignant Habits- An Addiction With Potentially Fatal Consequences

Virginia Dental Journal

No abstract provided.

Va Dent J April, May And June 2020

Virginia Dental Journal

No abstract provided.

Learning In The Third Place: Community-Based Educational Programs At A Bookstore Cafe, Tiana Henry

Capstone Collection

This capstone proposes an alternative learning program, where learning in the third space of a bookstore café is developed in St. Ann, Jamaica. The program responds to gaps in culturally relevant, community-centered educational spaces that reflect Jamaican heritage, support diverse learning styles, and extend beyond traditional classroom structures. A needs assessment consisting of a stakeholder survey and follow-up interviews demonstrated interest in experiential, arts-based, and place-rooted learning opportunities among educators and community members, despite a limited sample size and minimal youth participation. Findings also highlighted the need for stronger community engagement strategies, intergenerational knowledge exchange, and accessible spaces that integrate …

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 …

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 …

What Is A House?: Searching For The Meaning And Scope Of Curtilage At Common Law, Mitchell A. Del Bianco

Fordham Law Review Online

No abstract provided.

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 …

A Place At The Table: Lessons In Hospitality For Women Elders In The Churches Of Christ, Karen Cooke

Doctor of Ministry Theses and Dissertations

This project concerns women who serve as elders in Church of Christ congregations. In the fall of 2023, a survey found that these women desire training to better serve their congregations. In response to that expressed need, a group of collaborators engaged in Participatory Action Research (PAR) to create the plan for a conference to provide training to women serving as elders in Churches of Christ. The conference will provide training in the theology and practice of hospitality to support these women in guiding their churches to be places of welcome. This dissertation presents a theology of hospitality drawn from …

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?

Increasing Access To Rural Resources: A Spatial Exploration Of The Social Implications Of Mobility In Appalachian Kentucky., Anna Morris

College of Arts & Sciences Senior Theses

Mobility and accessibility are key predictors in the way that people navigate their communities. However, many rural areas lack holistic transportation systems that support the needs of a diverse range of users. As a result, rural residents, especially rural non-drivers, often face barriers to equitable mobility and access to necessary resources, like healthcare. This study examines the role that mobility plays in facilitating access to healthcare facilities for driving and non-driving populations in Appalachian Kentucky. The study pairs the Enhanced 2-Step Floating Catchment Area method with a demographic index to evaluate mobility equity through spatial accessibility to primary care facilities. …

Ftir Spectral Library For Identifying Compounds Relevant To Carbon Mineralization, Lia Lopez Guerrero

Theses & ETDs

A Fourier transform infrared (FTIR) spectrometer is a device that identifies an unknown substance, providing quick information about molecular structures based on nondestructive analysis of the sample's absorptions of infrared light, and in this study was used to analyze prevalent minerals found in underground rock formations, a key aspect of carbon mineralization and sequestration of carbon dioxide. While utilizing a software called OMNIC, we were able to create a library, where 34 known mineral compounds were analyzed and stored as reference material. Two main reasons why this library was created: FTIR is a fast, non-destructive technique that quickly identifies minerals, …

Spatial Memory And Context Change In The Figure Eight Puffer (Dichotomytere Ocellatus), Madison Lloyd

Theses & ETDs

It's been more than 100 years since radial mazes have been used for rodent research, and more recently, fish research. No experimentation has been done on the figure eight puffer (Dichotomytere ocellatus) in relation to the cognitive processes or maze tasks, however, there have been zebrafish, bettas, stickleback and wrasse to base research off. There have been many experiments on fish behavior regarding salinity changes, yet, none have used salinity as context towards altering cognitive abilities. The current study tested 11 figure eight puffers on their ability to solve an eight-arm radial maze in different contexts. The puffers were split …

Sports Marketing And Event Retail: An Industry Analysis Of Sports Promotions Group, Hannes Ulbrich

Theses & ETDs

This industry analysis examines the sports marketing and event retail sector in the United States, using Sports Promotions Group (SPG) as the primary case study. SPG is a North Carolina-based company and subsidiary of Sports Endeavors Inc., with over 25 years of experience running pop-up merchandise stores at youth sports tournaments across 14 U.S. states, projected to manage 144 events in 2026 alone. The analysis uses the Structure-Conduct-Performance (SCP) framework as its main analytical tool, examining how the structure of the event retail market shapes how SPG behaves as a firm, and what outcomes result from that behavior. A case …

Cortez Village: Kinship, Resilience, And Coastal Survival, Patrick Fink

Theses & ETDs

Florida's coastal fishing villages have faced environmental, economic, and developmental threats throughout the twentieth century that led to many communities disappearing or losing their fishing culture. This thesis looks at Cortez Village, a small waterfront fishing village located on Sarasota Bay in Manatee County, Florida. It looks at why Cortez is different from other similar communities that have disappeared. Cortez was founded in the 1880s by a group of fishing families from North Carolina. From the very beginning, Cortez had a strong, tightly knit community that was centered around commercial fishing. Using primary sources such as newspaper articles, archival documents, …

Should We Be Concerned About Demographic Decline? An Economic Analysis, Collin Gates

Theses & ETDs

This thesis uses economic theory to examine the causes and consequences of falling fertility rates around the world. It examines contributions to economic theory on population given by economists such as Thomas Malthus, Gary Becker, Paul Heyne, Paul Ehrlich and Julian Simon. Next, it analyzes what the externalities of falling fertility rates could be to the world’s economies, environments, workforces, and individual people through economic models such as the Solow growth model. The thesis concludes by looking at three countries–Japan, South Korea, and Italy– who have been experiencing fertility rates below the replacement level for over 20 years, relating relevant …

Modeling Career Longevity For Position Players In Major League Baseball Using Survival Analysis, Avery Bishop

Theses & ETDs

This thesis develops a survival analysis framework for modeling career longevity and exit risk for specifically position players in Major League Baseball using historical player performance and injury data. Utilizing longitudinal player-season observations from the Lahman Baseball Database alongside external injury and retirement records, the study constructs a time-to-event modeling framework centered around the Cox proportional hazards model with time-varying covariates. Offensive performance metrics, aging effects, workload measures, missed-season indicators, and injury severity variables are incorporated to evaluate how player characteristics influence the likelihood of MLB career continuation. To account for nonlinear aging and performance relationships, natural spline transformations and …

When Fame Sells: Understanding The Psychology Behind Celebrityendorsed Product Purchases, Szayanna Cuavers

Theses & ETDs

The present study examined the psychological and demographic factors that influence willingness to spend on celebrity-endorsed products, with a particular focus on celebrity worship, attachment style, age, gender, and race and ethnicity. By using preexisting frameworks, the study investigated how consumer responses can be swayed by emotional and relational factors. Participants completed a survey measuring celebrity worship, attachment style, hypothetical situations about willingness to spend on celebrity-endorsed products, along with demographics. As predicted, there was a significant positive correlation between celebrity worship and willingness to spend. Although avoidant attachment was uncorrelated with key outcomes. Anxious attachment was associated with greater …

Eco-Efficiency: Assessing The Impact Of Sustainable Retrofit Upgrades On Energy And Water Consumption In Sarasota’S Non-Profit Organization Sector, Ashley Petsanghan

Theses & ETDs

This thesis evaluates the environmental, operational, and financial impacts of sustainable retrofit upgrades implemented through the GoodUse program by Southface Institute on three Sarasota-based non-profit organizations: Lee Wetherington Boys & Girls Club of Sarasota and DeSoto Counties, Suncoast Blood Centers, and Easterseals Southwest Florida. By using a mixed-methods approach, this study integrates quantitative data from Energy Star Portfolio Manager with qualitative insights from oral, on-site interviews. Analysis from quantitative data examines changes in electricity use, water consumption, and utility costs before and after implementation of retrofit upgrades, with attention to seasonal patterns and Florida’s climate-driven variability. Qualitative findings explore how …