Models and Methods Commons^™

A Link Prediction Model For Knowledge Graph Completion Of Traditional Chinese Medicine Cases, Qifeng Lou, Dongmei Mu, Shutong Wang, Lili Huang

Journal of Scientific Information Research

[Purpose/significance] To propose a link prediction model for completing the knowledge graph of Chinese medicine cases, aiming to fill in the missing information in the knowledge graph,reveal the potential unknown associations,and promote the construction of a more comprehensive and detailed knowledge graph of Chinese medicine cases.

[Method/process] Medical cases in the field of TCM asthma were collected and integrated to construct a knowledge graph of TCM asthma diagnosis and treatment. By introducing Dropout regularization and Batch Normalization techniques into the RotatE model, an improved ERDBN model is proposed and applied to the task of refining the asthma diagnosis and treatment …

Living Heritage, Resilience And Ethically Informed Infrastructures In Malawi, Martha B. Lerski, Frank Puluputu Mwale

Publications and Research

Rooted in a rural community’s needs, this paper explores how historically, and ethically informed infrastructures can support community engagement towards identification, documentation, and dissemination of local, traditional, and indigenous knowledge relating to climate change. The paper examines climate adaptation and sustainability issues through the lenses of community organizing and Library & Information Science best practices. It draws on a growing body of literature identifying a role for expanded epistemological and subject discipline perspectives. While the impacts of climate on material culture are increasingly recognized, intangible, and biocultural heritage have not received as much attention. Living heritage traditions and knowledge systems …

The Invisible Hand Of Networked Repression, Thuy Anh Tran

Dissertations, Theses, and Capstone Projects

U.S. history is awash with contentious episodes involving a legion of governmental and non-governmental actors operating through an array of means and arenas to destroy the political opposition. Yet, there has been little systematic examination in the repression literature of how and why repressive efforts proliferate so far beyond the police, military, and intelligence agencies tasked and equipped to preserve the existing order. This dissertation presents a novel framework for studying the relational basis of repression—particularly as it is organized, mobilized, and extended through a networked social structure. Social network analysis and interpretive case studies are conducted on two historical …

The Impact Of Technological Advancements On The Likelihood Of Conflict, Miriam King

Honors Theses

There are a multitude of variables that result in the occurrence of militarized conflicts. This paper seeks to analyze the impact of one specific variable: the adaptation of a technological advancement. To isolate this relationship my study controlled for a country’s form of government, gross domestic product, and number of military personnel by year. A regression of ordinary least squares was used to investigate the correlation between conflict initiation and military technologies. A country-year data set was constructed using data from the Correlates of War Militarized Interstate Dispute Data and data from Hariri and Wingender. Three case studies were analyzed …

Government Trust And Its Influence On Voter Turnout During Wartime, Samantha Claire Richard

Student Scholar Symposium Abstracts and Posters

What impact does the public's level of trust in government during wartime have on voter turnout in US elections? Previous research focuses primarily on the impact public trust has on political parties and tends to neglect the impact wartimes may have on these factors. I will argue that during wartime, there is a negative relationship between public trust and voter turnout. Oftentimes, those who find themselves not trusting the government have a stronger desire to vote in hopes of changing the system; in comparison to those who have a high level of government trust, they feel a weaker desire to …

Social Media News Consumption & Alternative Für Deutschland Support Among Voters In Germany, Jackson Pace Campbell

Student Scholar Symposium Abstracts and Posters

This study investigates the relationship between social media news consumption and support for the far-right Alternative für Deutschland (AfD) party among male voters in Germany. Utilizing logistic regression analysis, the research explores how exposure to news content on social media platforms influences political attitudes and voting behavior. Drawing on survey data from German male voters, the study examines the extent to which social media news consumption correlates with AfD support. Preliminary findings suggest a significant positive association between frequent social media news consumption and increased likelihood of supporting AfD, particularly among male and less educated voters. These results highlight the …

Comparative Trends In Campaign Finance For United States Senate Elections After Citizens United, Jackson P. Terrell

Political Science Undergraduate Honors Theses

While experts and laymen alike have agreed that United States politics have become more polarized over the last few decades, there are few answers about what has driven that polarization, as well as how that polarization has affected the campaign system. In addition, changes to campaign finance as a result of Citizens United v. Federal Elections Commission, 558 US 310 (2010) altered the ways that money could be raised and spent to support or oppose candidates. The effects of these changes in presidential election campaigns have been well documented. This research will investigate changing trends in campaign finance in United …

When 'Weird' Means 'Dangerous': Viruses And Firewalls In Affective Polarization, Nathan J. Locke

All Theses

As traditional sources of epistemic authority face declining trust, alternative narratives have gained prominence - often leveraging the emotional and cultural resonance of seemingly simple terms. In the 2024 election cycle, the term “weird” emerged as a potent meme in American political discourse. Using a memetic perspective that incorporates elements of framing theory and Social Judgment Theory, this thesis investigates the use and reaction to “weird” and its role in shaping perception of Donald Trump, his political allies, his followers, and his opposition during and immediately after the 2024 Presidential election. The memetic perspective, which views ideas as units of …

Comparative Trends In Campaign Fundraising For United States Democratic Senatorial Candidates After Citizens United, Averi E. Foster

Political Science Undergraduate Honors Theses

Political polarization has grown more prevalent in the United States political atmosphere in recent years (Pew Research Center 2017). While political polarization is a prevalent topic of discussion, there is a limited understanding of exactly how polarization affects various aspects of political elections, such as the financing of campaigns. This research aims to explore the relationships between the ideological scores of U.S. Senate candidates and the varying types of campaign funding that they received, such as individual contributions, independent expenditures, PAC contributions, and party contributions. A data analysis was conducted utilizing Stanford University’s Database on Ideology, Money in Politics, and …

Political Nonverbal Dynamics: An Analysis Of Smiles In Contentious Political Events, Megan Zingerman

Political Science Undergraduate Honors Theses

This study analyzes smiles during the 2024 U.S. Presidential Debate between Donald Trump and Kamala Harris, revealing how nonverbal cues act as emotional signals and social tools. Findings indicate Harris displayed a significantly higher percentage of smiles than Trump. Limitations include potential human error in coding and influences of facial cosmetic procedures. The analysis underscores the importance of nonverbal communication in political settings and suggests future research on specific types of smiles, such as fear smiles, which are less understood in the context of political interactions.

The Effects Of Artificial Intelligence On Trial Courts, Alexys Zellner

Honors Projects

Artificial Intelligence has quickly entered the realm of everyday life. Without extensive testing, there have been issues surrounding transparency, accountability, and biased decisions made by Artificial Intelligence decision-making algorithms. When a political institution—such as the courts—uses these types of tools, there is a chance that the negative attributes will impact the institutions and actors using them. The court system relies on legitimacy and public approval to enforce its laws and decisions. This study aimed to determine whether the use of Artificial Intelligence would lead to a decrease in public approval and legitimacy of the courts, as well as diminish perceptions …

Misinformation—How It Plays A Role In Our Perceptions Of The Political Realm, Olivia Murray

Research & Creative Achievement Day

If survey recipients are presented with negative misinformation, then they will be unsatisfied with the president elects time in office. If survey recipients are presented with positive misinformation, then they will be unsatisfied with the president elects time in office. This research takes the form of a survey which will be sent Winona State students to record their responses. I will test my hypothesis with one survey, which will include several demographic questions. These questions will be paired with questions that present “fake news” or misinformation about president elect Donald Trump. The misinformation will present him in a negative light. …

Votes In The Balance: A Statistical Analysis Of Voting Behavior In The 2016 Presidential Election, Evan M. Carter

Harding Undergraduate Research Conference

The 2016 Presidential Election was unprecedented in its results. The predicted winner, Hillary Clinton, ended up winning the popular vote, but lost in the Electoral College count to Donald Trump. I examine voting for the winner, Donald Trump, and what factors caused people to vote for him or for another candidate. Although there are several factors that go into how people vote, I analyze demographic, geographic, and ideological predictors for why people voted the way they did. To do this, I will run a regression model on my dataset. Since my dependent variable is dichotomous, meaning there are only two …

Foreign Involvement And Economic Outcomes In Coups, Paul Hanson

SPARK Symposium Presentations

A variety of factors come into play when determining economic outcomes. One of these factors is tied to political stability. After coup events, the literature finds that economies perform worse overall. This literature has explored other factors tied to coup events, such as overall political stability and the effects of different governing types on economies. Previous methods of exploring coups did not permit foreign intervention to take an active role, or even any role in most cases, in their models. This study will explore the correlation between economic output, utilizing GDP data from the Penn World Table, and foreign intervention …

Walking On Sunshine: Walkable Cities Affect On The Health And Well-Being Of A Population, Carter J. Barnett

SPARK Symposium Presentations

A simple definition of a city is an organizational unit that consists of a dense population within a specific area. This unit can carry a variety of goods and services, complete with housing, businesses, places of leisure and community. A city provides residents with all three of the aspects to live, work, and play within a set distance. How people get around this area is a vital question considering the large number of people in a relatively small zone. For many metropolitan areas a personal car is how movement between city spaces is carried out, however this can cause air …

Determinants Of Voting Behavior In The 2020 U.S. Presidential Election: Issues, Demographics, And The Pandemic's Influence, Julissa Cavazos

Posters - 2025

• The 2020 election caused many shifts in how certain groups voted based on their views on several issues which is why this research is essential.

• Leading up to the election, the top issues among voters according to news sites were the state of the economy, attitudes on how the government handled the COVID-19 pandemic, and concern over the immigration crisis.

• COVID-19 was a main factor in causing individuals to vote for Joe Biden as president.

Embedding And Enabling Multi-Domain Combat Capabilities With Partners And Allies: A Joint Concept Proposal, Nathan Colvin, Aljoša Kaučevič, Randall Mercer

Graduate Research Conference (GSIS)

Future military operations will rely upon a coalition partnership’s ability to conduct regional and global operations across all domains. Currently the US has the most robust multi-domain skill sets of any existing military force, but the US cannot be solely responsible for operations around the globe. To do so would be geopolitically and economically infeasible. An answer may be to build cohesive coalition force units capable of combining localized capabilities and specialized US global competencies. The ability to respond to any type of threat through the synergy of coalition strengths will act to deter regional threats throughout the cooperation, competition, …

Statutes And Special Interests, Kirsten Matoy Carlson

Northwestern University Law Review

Who really decides what statutes say? Most Americans think that special interests play an outsized role in our lawmaking processes. Yet empirical studies have produced little evidence that special interests get everything, or even most of, what they ask for from Congress. This Article takes an innovative new approach to tackling the difficult question of how advocates influence legislation. It presents the first comprehensive empirical study of how advocates influence the law through amendments in the legislative process. The Article analyzes an original dataset of 2,137 witnesses and their testimony at referral hearings on 108 Indian-related bills in the 97th …

Compromised Communication: The Threat Of Disinformation To Rational Bargaining, Marydalia Jimenez

Binghamton University Undergraduate Journal

This paper integrates theories of disinformation with the “Bargaining Model,” a theory in political science that explains why actors choose to go to war even though they might achieve their aims more efficiently through bargaining. As a case study, the paper takes a disinformation campaign during the Cold War and Russia’s war in Ukraine (2014-present) to provide evidence for the way that disinformation undermines international dialogue and bases the status quo in unreal conditions, thereby making the bargaining process irrational and diminishing the opportunity for resolution.

Poverty And Voter Turnout: An Elusive Relationship, Mckenna C. Doran

The Kennesaw Journal of Undergraduate Research

As poverty becomes an increasingly pressing issue in America, researchers and scholars alike are left to determine the extent to which poverty has become ingrained in our society. Many different theories exist on how poverty plays (or does not play) a role in politics, particularly voter turnout. Gaps in previous research have left room for my study to connect some dots and draw conclusions based off my own data. After collecting data from 25 Georgia counties and the 2020 presidential election, I had to conclude that in my study, there exists no confirmed relationship between poverty and voter turnout. There …