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- All Subjects: Creative Project
- All Subjects: Analytics
- Creators: Department of Information Systems
- Status: Published
Description
In recent years, advanced metrics have dominated the game of Major League Baseball. One such metric, the Pythagorean Win-Loss Formula, is commonly used by fans, reporters, analysts and teams alike to use a team’s runs scored and runs allowed to estimate their expected winning percentage. However, this method is not perfect, and shows notable room for improvement. One such area that could be improved is its ability to be affected drastically by a single blowout game, a game in which one team significantly outscores their opponent.<br/>We hypothesize that meaningless runs scored in blowouts are harming the predictive power of Pythagorean Win-Loss and similar win expectancy statistics such as the Linear Formula for Baseball and BaseRuns. We developed a win probability-based cutoff approach that tallied the score of each game once a certain win probability threshold was passed, effectively removing those meaningless runs from a team’s season-long runs scored and runs allowed totals. These truncated totals were then inserted into the Pythagorean Win-Loss and Linear Formulas and tested against the base models.<br/>The preliminary results show that, while certain runs are more meaningful than others depending on the situation in which they are scored, the base models more accurately predicted future record than our truncated versions. For now, there is not enough evidence to either confirm or reject our hypothesis. In this paper, we suggest several potential improvement strategies for the results.<br/>At the end, we address how these results speak to the importance of responsibility and restraint when using advanced statistics within reporting.
ContributorsIversen, Joshua Allen (Author) / Satpathy, Asish (Thesis director) / Kurland, Brett (Committee member) / Department of Information Systems (Contributor) / Walter Cronkite School of Journalism and Mass Comm (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description
This project analyzes the tweets from the 2016 US Presidential Candidates' personal Twitter accounts. The goal is to define distinct patterns and differences between candidates and parties use of social media as a platform. The data spans the period of September 2015 to March 2016, which was during the primary races for the Republicans and Democrats. The overall purpose of this project is to contribute to finding new ways of driving value from social media, in particular Twitter.
ContributorsMortimer, Schuyler Kenneth (Author) / Simon, Alan (Thesis director) / Mousavi, Seyedreza (Committee member) / Department of Information Systems (Contributor) / Department of Supply Chain Management (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
Description
This thesis, entitled "A Community Perspective on Alcohol Education," was conducted over a ten month period during the Spring 2014 and Fall 2014 semesters, composed by Christopher Stuller and Nicholas Schmitzer. The research involved interviewing twelve professionals from Arizona State University and the City of Tempe to gather a holistic view on alcohol education and alcohol safety as it involves the students at ASU. Upon completion of the interviews, recommendations were made regarding areas of improvement for alcohol education and alcohol safety at Arizona State University. These recommendations range from creating a mandatory alcohol education class to passing a Guardian Angel Law to creating a national network of alcohol education best practices. Through this thesis, the authors hope to prevent future alcohol related injuries, deaths, and tragedies. For the final display of this thesis a website was created. For the ease of reading, all information has been presented in text format.
ContributorsSchmitzer, Nicholas (Co-author) / Stuller, Christopher (Co-author) / Koretz, Lora (Thesis director) / Scott Lynch, Jacquelyn (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor) / School of Accountancy (Contributor) / Department of Supply Chain Management (Contributor)
Created2014-12
Description
Monocular is a user engagement application that offers a website owner the opportunity to track user behavior and use the data to better understand the site's strengths and weaknesses in terms of user satisfaction and motivation. This data allows the customer to make improvements to a website, resulting in a better user experience and potential for an improved bottom line.
ContributorsHooke, Wade (Co-author) / Ortiz-Monasterio, Diego (Co-author) / Clark, Joseph (Thesis director) / Prince, Linda (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor) / Department of Supply Chain Management (Contributor) / W. P. Carey School of Business (Contributor)
Created2014-05
DescriptionA comprehensive look at the roles and responsibilities of producers in contemporary Hollywood. The experience I have as an Associate Producer on a current project is also chronicled while the ups and downs of film production are explored.
ContributorsGalen, Adam (Author) / Sandler, Kevin (Thesis director) / Green, Michael (Committee member) / Barrett, The Honors College (Contributor) / Department of Economics (Contributor) / Department of Marketing (Contributor) / Department of English (Contributor)
Created2014-05
Description
Home advantage affects the game in almost all team sports across the world. Due to<br/>COVID and all of the precautions being taken to keep games played, more extensive research is able to be conducted about what factors truly go into creating a home advantage. Some common factors of home advantage include the crowd, facility familiarity, and travel. In the English Premier League, there are no fans allowed at any of the games; furthermore, in the NBA, a bubble was created at one neutral venue with no fans in attendance. Even with the NBA being at a neutral site, there was still a “home team” at every game. The sports betting industry struggled due to failing to shift betting lines in accordance with this decreased home advantage. With these leagues removing some of the factors that are frequently associated with home advantage, analysts are able to better see what the results would be of removing these variables. The purpose of this research is to determine if these adjustments made due to COVID had an impact on the home advantage in different leagues around the world, and if they did, to what extent. Individual game data from the past 10 seasons were used for analysis of both the NBA and the Premier League. The results show that there is a significant difference in win percentage between prior seasons and seasons behind closed doors. In addition to win percentage, many other game statistics see a significant shift as well. Overall, the significance of being the home team disappears in games following the COVID-19 break.
ContributorsOsborne, Ashley A (Author) / Sopha, Matthew (Thesis director) / McIntosh, Daniel (Committee member) / Department of Information Systems (Contributor) / Department of Marketing (Contributor) / WPC Graduate Programs (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description
I'm a business major. As a matter of fact, I don't have a lot of opportunities to participate in projects where I can design and build things as my engineering friends do. In fact, I'm not good at building things. And perhaps that's why I soon figured out that Engineering school isn't for me. But business alone seems to be not enough; I crave for something new and exciting and there is nothing more satisfying than seeing a design on paper becoming a tangible product in hands. For that reason, I decided to join InnovationSpace after learning about the program from my professor and my friends who were in the program. My goal through the program is to deliver a product that people find useful, and hopefully, has an impact on their lives.
“InnovationSpace is an entrepreneurial joint venture among the Herberger Institute for Design and the Arts, Ira A. Fulton Schools of Engineering, W.P. Carey School of Business and the Julie Ann Wrigley Global Institute of Sustainability at Arizona State University. The goal […] is to develop products that create market value while serving real societal needs and minimizing impacts on the environment. Put simply, we seek to create products that are progressive, possible and profitable. At the same time, they must have a meaningful impact on the daily lives of ordinary people. InnovationSpace utilizes two fundamental strategies for creating sustainable innovation: a model of new product development known as Integrated Innovation and the emerging field of biomimicry.” — InnovationSpace program syllabus
The focus of the project outlined by Cisco is “to understand the needs of people who face physical, cognitive or sensory disabilities, and develop new products and services for them utilizing the potential of the new technologies called the Internet of Things.” In other words, I am challenged to leverage the Internet of Things technologies to develop a device that benefits individuals with disabilities.
The final product is an automated airport cart — Chariot. Based on stakeholders’ needs interviews, we find that visually impaired people experience difficulties navigating the airport when they need to travel. Many airports attempt to solve this problem by offering wheelchair. However, visually impaired people feel that they are treated unfairly and become dependent on the wheelchairs. Chariot strives to solve this problem by applying the same concept in autonomous vehicle to guide the users through the airport. The users receive their itinerary email that will link to the Chariot app on their phones. When they arrive at the airport, the users simply connect their phones with Chariot and information such as gate number and departure time will be updated in the cart so that Chariot can guide the users to the desired destination. Ultimately, Chariot aims to give visually impaired people more control over their lives.
“InnovationSpace is an entrepreneurial joint venture among the Herberger Institute for Design and the Arts, Ira A. Fulton Schools of Engineering, W.P. Carey School of Business and the Julie Ann Wrigley Global Institute of Sustainability at Arizona State University. The goal […] is to develop products that create market value while serving real societal needs and minimizing impacts on the environment. Put simply, we seek to create products that are progressive, possible and profitable. At the same time, they must have a meaningful impact on the daily lives of ordinary people. InnovationSpace utilizes two fundamental strategies for creating sustainable innovation: a model of new product development known as Integrated Innovation and the emerging field of biomimicry.” — InnovationSpace program syllabus
The focus of the project outlined by Cisco is “to understand the needs of people who face physical, cognitive or sensory disabilities, and develop new products and services for them utilizing the potential of the new technologies called the Internet of Things.” In other words, I am challenged to leverage the Internet of Things technologies to develop a device that benefits individuals with disabilities.
The final product is an automated airport cart — Chariot. Based on stakeholders’ needs interviews, we find that visually impaired people experience difficulties navigating the airport when they need to travel. Many airports attempt to solve this problem by offering wheelchair. However, visually impaired people feel that they are treated unfairly and become dependent on the wheelchairs. Chariot strives to solve this problem by applying the same concept in autonomous vehicle to guide the users through the airport. The users receive their itinerary email that will link to the Chariot app on their phones. When they arrive at the airport, the users simply connect their phones with Chariot and information such as gate number and departure time will be updated in the cart so that Chariot can guide the users to the desired destination. Ultimately, Chariot aims to give visually impaired people more control over their lives.
ContributorsNguyen, Khanh Hoang Tuan (Author) / Trujillo, Rhett (Thesis director) / Hedges, Craig (Committee member) / Department of Information Systems (Contributor) / Department of Supply Chain Management (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Empathy Link is a creative project that looks at the universal problems that many college students experience. The show is an interview style podcast, in which the students come on and talk about their life experiences, specifically the dilemmas and emotional challenges they face. Furthermore, Empathy Link delves into student’s identities, and how many of the more “universal problems” that the students face, are also affected by the identity and background, such as ethnicity, gender, immigration status, class, etc. By analyzing the cross-section between the more relatable problems that almost every student experiences and the more unique identity problems, listeners are able to find common ground with students from different backgrounds from them as well as begin to understand struggles that they may not or will never experience. Empathy Link consists of a six-episode first season. Each episode is somewhere between 20 – 30 minutes long. The topics discussed in episodes were wide-ranging: disagreeing with the worldviews of one’s parents, wanting to pursue a passion but scared because of financial instability, the anxiety of over-working, the feeling of listlessness post-college life, and the passing of a loved one. Before each episode, I would perform a pre-interview for each guest to ensure they would be a good fit for the show, write questions for that guest, and schedule a time and place to record. Afterwards, I would edit each episode for clarity, sound quality, and flow to ensure the content was up to par. Empathy Link is a podcast dedicated to bridging the gap between the perceptions of college students, specifically those from marginalized groups, and the actual experiences and struggles that they face.
ContributorsMarsh, Zackiel S (Author) / Scott, Jason (Thesis director) / Sopha, Matthew (Committee member) / Department of Information Systems (Contributor) / School of Film, Dance and Theatre (Contributor) / Department of Management and Entrepreneurship (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
In the past ten years, the United States’ sound recording industries have experienced significant decreases in employment opportunities for aspiring audio engineers from economic imbalances in the music industry’s digital streaming era and reductions in government funding for career and technical education (CTE). The Recording Industry Association of America reports promises of music industry sustainability based on increasing annual revenues in paid streaming services and artists’ high creative demand. The rate of new audio engineer entries in the sound recording subsection of the music industry is not viable to support streaming artists’ high demand to engineer new music recordings. Offering CTE programs in secondary education is rare for aspiring engineers with insufficient accessibility to pursue a post-secondary or vocational education because of financial and academic limitations. These aspiring engineers seek alternatives for receiving an informal education in audio engineering on the Internet using video sharing services like YouTube to search for tutorials and improve their engineering skills. The shortage of accessible educational materials on the Internet restricts engineers from advancing their own audio engineering education, reducing opportunities to enter a desperate job market in need of independent, home studio-based engineers. Content creators on YouTube take advantage of this situation and commercialize their own video tutorial series for free and selling paid subscriptions to exclusive content. This is misleading for newer engineers because these tutorials omit important understandings of fundamental engineering concepts. Instead, content creators teach inflexible engineering methodologies that are mostly beneficial to their own way of thinking. Content creators do not often assess the incompatibility of teaching their own methodologies to potential entrants in a profession that demands critical thinking skills requiring applied fundamental audio engineering concepts and techniques. This project analyzes potential solutions to resolve the deficiencies in online audio engineering education and experiments with structuring simple, deliverable, accessible educational content and materials to new entries in audio engineering. Designing clear, easy to follow material to these new entries in audio engineering is essential for developing a strong understanding for the application of fundamental concepts in future engineers’ careers. Approaches to creating and designing educational content requires translating complex engineering concepts through simplified mediums that reduce limitations in learning for future audio engineers.
ContributorsBurns, Triston Connor (Author) / Tobias, Evan (Thesis director) / Libman, Jeff (Committee member) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
Wisdom on Adulting is a blog created for high school and college students to learn about important aspects of becoming an adult. Specifically, topics that can seem daunting and confusing if tackled without guidance. The adult responsibilities of taking control of one’s finances, personal development, and work life are referred to informally by Millennials and Generation Z as “Adulting”. The blog is educational by nature but designed to be entertaining to read and simple to understand. The goal of the blog is to cover important lessons in a conversational tone and to hopefully help the readers. The tone of the writing emulates a conversation with an older friend, making the topics covered intriguing and actionable. The four main categories that the posts fall into are college, work, finances, and personal development. Many of the articles fit into more than one of the categories as they are meant to build the reader all around as person. Blog format was chosen because it is short form and popular among the target audience who prefer online content over print. In writing this creative project, I referred to successful bloggers for style guidance, tone of writing, and notes on blogging standards. Inspiration for the topics of the posts was gathered from friends and family who fit into the target audience, 18-22 years old.
ContributorsGreer, Gina Elisheva (Author) / Duerden, Sarah (Thesis director) / Blackmer, Cindie (Committee member) / Department of Supply Chain Management (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05