2021 HSU Research Symposium
Research Talks
3:15 pm   -     AirBnB Property Price Analysis
      - Moriah Knight
The objective of this project in business terms is to find the attributes that most affect the price of a property listing on AirBnB. This information would be useful for anyone wanting to invest in a property to rent on the AirBnB platform. The solution of my findings would be used to find the main influencing factors of price based on property site reviews. Many people by a property for the sole purpose of turning it into an “AirBnB property.” Others decide to do so after purchasing the property. The current solutions/workarounds to this would be to look around on the AirBnB website and consult local real estate agents for relevant data. This study will be looking at continuous and categorical data. Using the knowledge from the testing results, one should be able to own one of the top recommended properties on AirBnB.
3:30 pm   -   Utilizing  Spotipy to Create a Dubstep-Style Song Recommendation System
      - Christopher Blayne Porterfield
Spotify has been helping mold its customers’ musical taste since its early beginnings. With playlists like Discovery Weekly, Spotify consistently recommends songs to its users based on that user’s streaming data. Using Spotipy, a python package used to interact with Spotify’s API, I will take a dive into my own music streaming data in order to build a recommendation system for a specific genre of electronic dance music, dubstep. I have used my own streaming data and features from Spotify’s API to pinpoint the classification of dubstep-style songs and songs with the sub-genres of dubstep. The recommendation system I have built will be used to find new dubstep songs more efficiently in comparison to using the Spotify application’s features alone.
3:45 pm   -   Alcohol Sales for the State of Iowa
      - Alec Adams
Data Analytics and marketing work in synergy with each other. Through data analysis, this project will look at the state of Iowa’s liquor sales. This is a large data set with over twenty-four million data entries. Through data visualization I will make multiple connections between time, location, type of liquors, number of sales, and total profits. From visualization and analytics of the data, I will make a few different marketing strategies for liquor companies in Iowa. Using machine learning I will then make predictions for a year in the future from the data.
4:00 pm   -   Schlieren Imaging
      - Elijah Garrett
Motivated by the current COVID-19 pandemic, this study will assess the efficiency of various face coverings to limit the flow of human breath. The study will attempt to analyze both the volume and velocity of breath through different face coverings. Schlieren imaging will be very effective in determining the air flow through masks, because it allows us to see air currents through each mask. It is possible to qualitatively rank each mask due to the fact that Schlieren imaging can more or less of air currents that flow through a mask’s particular material. Mask wearing and social distancing are both methods that can be used to help prevent the spread of an airborne disease. As long as Schlieren imaging can show how far an air current through a mask can travel, then it can provide visual evidence to help determin if those methods can slow the spread of an airborne disease.
4:15 pm   -     What is the Most Important Aspect to a Winning MLB Team?
      - Austin Cross
The game of baseball is one of the most complex games ever played. One of the biggest questions about the game of baseball, is what makes a good team good? What is the most important aspect of a team? Is it defense, starting pitching, relief pitching, or hitting that makes a team the most successful? I have Major League Baseball data from 1890-2020. I will be able to read what is the most important aspect from era to era.
4:30 pm   -   An Original 3D Printer Design
      - Lane Heard, Jeff Kompkoff, Kiah Schauf, Joseph Schuster
As a group the senior design class was tasked with building a 3D printer that is better than what the department currently has access to. Requirements laid out by the customer defined ‘better’ here as a printer that is capable of printing more complex support arches, a print area larger than 8in x 8in, and the ability to make more precise and consistent final prints. We began with a budget of about $800 and access to an assortment of spare printing parts including a dozen stepper motors of varying sizes and a spare extruder from an older printer. After an initial planning phase we decided our final build would be dual extrusion printer, with wifi accessibility and a print volume just under 1ft x 1ft (300mm x 300mm to be exact). These decisions were made based on research of available parts and our existing knowledge of the skills we would need to complete this project. This presentation will outline the final design and the prototyping process.
10:30 am   -   Predictive Analytics: Education in NYC
      - Annie Burt
I thought it was important to find out if there were defining factors that resorted in people doing well on standardized tests, specifically in the United States. The goal of this study is to determine if race and or sex/gender is a defining role in achieving higher or lower test scores on the ACT or SAT. I decided to test my theories by targeting New York City. I collected my data from the NYC Open Data. I was able to find statistics relating the demographics of people attending public schools in NYC along with the averages of ACT and SAT scores. I will be showcasing this in the form of an EDA (exploratory data analysis) which creates visual graphs of the statistics to help better understand the data.
11:00 am   -   COVID Vaccine Data
      - Nick Butler
COVID-19 vaccines teach our immune systems how to recognize and fight the virus that causes COVID-19. It typically takes two weeks after vaccination for the body to build protection (immunity) against the virus that causes COVID-19, which means that it is still possible a person could still get COVID-19 before or just after vaccination and then get sick because the vaccine did not have enough time to provide protection. People are considered fully protected two weeks after their second dose of the Pfizer-BioNTech or Moderna COVID-19 vaccine, or two weeks after the single-dose Johnson & Johnson’s Janssen COVID-19 vaccine. As of recently there has been a pause on the Johnson & Johnson vaccine due to blood clots. Studies show that COVID-19 vaccines are effective at keeping you from getting COVID-19. Early data shows the vaccines may work against some variants but could be less effective against others. The goal of the study was to figure what states are providing their residents with the opportunity to receive the vaccines. To get more in depth, I also want to figure what cities are distributing the vaccines as well.
11:15 am   -     Parents' Perspectives on Math Learning at Home During a Pandemic
      - Julie Quast and Julie Mills
This qualitative study explored the parental support of K-12 students with mathematics during the COVID-19 pandemic. A digital, open-ended survey was completed by parents or caregivers to examine the role they played in their student’s school day with a specific focus on the challenges and successes of mathematics learning. The survey was administered after six to eight weeks of remote instruction with at least four weeks of remote instruction remaining. Parents supported learning by teaching, facilitating, promoting independence, and providing resources. Parents mentioned several challenges and some successes during at home mathematics learning. Challenges included student motivation, lack of tools, gaps in learning, and technology access. While some parents reported no successes, others mentioned completing work, reviewing and mastering concepts, and building confidence.
11:30 am   -     Predictive Analytics: Heart Attacks
      - Logan Cowart
The goal of my project will be to predict possible characteristics that could potentially lead to heart attacks in certain patients. Furthermore, I will be able to help identify certain traits that could help slow the possibility of having a heart attack. This could help people change their lifestyles in the hope to decrease their chances of a heart attack.
11:45 am   -    Edward S. Curtis and Modern Native American Photography
      - Christine Bostian
Photographer Edward S. Curtis produced an astonishing amount of images in his series, The North American Indian, which depicted various tribes and nations across the United States. Although Curtis’ work provides a vast amount of documentation over Native Americans between 1907-1930, several issues have arisen over his project. The Native Americans Curtis photographed often had very little agency and the stereotypes reinforced in these images of the “Indian” are still being combatted today as modern Native American artists fight for self-representation and sovereignty over their lives, their culture and their work.
3:00 pm   -   Further Analysis of an Ecologically Unique Tennessee Cave System and Directions for Future Study
      - Aspen Huseman
While most biological communities require energy from photosynthesis, hydrothermal vents and a few unique cave systems, like Movile and Lechuguilla Cave, are powered by chemoautotrophy. For this study of a cave in central Tennessee, samples of bacterial communities were collected from a pool in an area called the “Petroleum Passage.” The pool has a sandy bottom with scattered patches that expel black droplets of an oily substance. Colored rings of sand around the patches and the presence of degraded hydrocarbon chains suggest microbial activity. Additionally, microbial samples collected from patches, bands, water, and actively growing cave formations were analyzed using metagenomic sequencing techniques. Analysis of nine samples identified 593 Bacteria and Archaea, including many unique species that metabolize sulfur and methane compounds, degrade hydrocarbons, or are associated with hydrothermal vents. Bacteria from the order Ardenticatenales, isolated from hydrothermal fields in Japan, were found in the yellow sand ring. Future plans include retrieving more targeted samples for metagenomic sequencing and salamander identification. This survey and future studies could provide insight to the cave’s origin, microbial species in extreme environments on Earth, and offer an example of a system previously suggested as the potential model for life in subsurface Mars.
3:15 pm   -    Predictions of Those Who Will Violate Parole
      - Grace Bizzell
In the United States, over two million people are incarcerated for a crime. Over 70% of inmates will reenter society, and the lingering question is does prison rehabilitate them? This is important because over 43% of inmates who serve prison time will return one day. We want to know what factors contribute to them returning as an inmate in the future. My hypothesis is that inmates with multiple offenses and less time served to violate parole. I used python tactics to describe my predictions. While making the predictions, I compare time served with parole violator. This shows whether the shorter of time served, has a correlation with whether they will re-offend. My conclusion is that those who were males who committed multiple offenses have higher rate of violating parole.
3:30 pm   -   Powered Assistance Tool
      - Joseph Schuster
As people get older they are more likely to develop degenerative conditions that can destroy the functionality of their body. Some conditions degenerate the strength of the bones of the victims, leaving the muscles completely responsive but with a frame that is unable to support their weight without causing pain, which reduces the person’s desire to move. Some of the people affected by these conditions still wish to be autonomous outside the home, so for these longer trips assistance is needed. Assistance moving is often achieved by working with the patient as they attempt to do their desired action such as a walker or cane, so by creating an apparatus that applies force with their movements, they can become more independent. There are many programs that implement this idea, but they utilize it as a rehabilitative tool rather than as an everyday device.
3:45 pm   -    Investigating β-cyclodextrin's Ability to Absorb Body Odor Compound 3M3SH
      - Lara Kockaya
With the increasing desire and reality of humankind exploring space, we must try to resolve some issues that explorers will face during their travels. Since all astronauts produce body odor and must live in enclosed spaces for extended periods, it will be inevitable that body odor can become a problem. This is where cyclodextrins may prove helpful. Cyclodextrins are biodegradable, non-toxic, low-cost, cyclic oligosaccharides isolated from starch digestion. Cyclodextrins have been utilized to capture dyes for water remediation purposes, encapsulate volatile organic compound (VOCS), and are vital in the technology behind Febreze. In order to model their possible utility in air filtration units, I will be researching β-cyclodextrin functionalized cotton and testing its ability to capture body odor. A model compound, 3-methyl-3-sulfanylhexan-1-ol (3M3SH) will serve as a body odor surrogate because it is the primary vital (stinky) compound found in human body odor. As an extension of the air filter work, I hope to pursue the possibility of designing innovative clothing by functionalizing the garment materials with β-cyclodextrin to capture body odor at the source.
4:00 pm   -   Development of Difunctional Imidazole into Ionic Liquid Monomers
      - Sarah Vue
The development of new and efficient strategies for polymerization is crucial for the use in sealed atmospheres, such as spacecraft, space-based habitation pods, or even submarines. Traditional polymer construction materials, i.e. plastics, often contain non-reacted monomer molecules that may cause some material off-gassing adding to the chemical contaminants in the small, sealed space. Recently, ionic liquids specifically designed to be monomers can be polymerized to make new ionic liquid polymers that are expected to exhibit thermal and chemical stability and have virtually no vapor pressure. In this research, the route to a suitable ionic liquid monomer will involve the preparation of and subsequent polymerization of various isocyanate esters. These isocyanate groups have been demonstrated to undergo ring cyclization reactions in the presence of silver acetate to form substituted imidazole rings. These substituted isocyanates can be linked to form elaborate polyester backbones that also contain the imidazole ring for subsequent conversion to ionic liquids. The research is currently ongoing and this route is expected to be a powerful tool in material science.
