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- All Subjects: Creative Project
- All Subjects: Machine Learning
- Creators: Computer Science and Engineering Program
- Creators: Walter Cronkite School of Journalism and Mass Communication
Description
At present, the vast majority of human subjects with neurological disease are still diagnosed through in-person assessments and qualitative analysis of patient data. In this paper, we propose to use Topological Data Analysis (TDA) together with machine learning tools to automate the process of Parkinson’s disease classification and severity assessment. An automated, stable, and accurate method to evaluate Parkinson’s would be significant in streamlining diagnoses of patients and providing families more time for corrective measures. We propose a methodology which incorporates TDA into analyzing Parkinson’s disease postural shifts data through the representation of persistence images. Studying the topology of a system has proven to be invariant to small changes in data and has been shown to perform well in discrimination tasks. The contributions of the paper are twofold. We propose a method to 1) classify healthy patients from those afflicted by disease and 2) diagnose the severity of disease. We explore the use of the proposed method in an application involving a Parkinson’s disease dataset comprised of healthy-elderly, healthy-young and Parkinson’s disease patients.
ContributorsRahman, Farhan Nadir (Co-author) / Nawar, Afra (Co-author) / Turaga, Pavan (Thesis director) / Krishnamurthi, Narayanan (Committee member) / Electrical Engineering Program (Contributor) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
After freelancing on my own for the past year and a half, I have realized that one of the biggest obstacles to college entrepreneurs is a fear or apprehension to sales. As a computer science major trying to sell my services, I discovered very quickly that I had not been prepared for the difficulty of learning sales. Sales get a bad rap and very often is the last thing that young entrepreneurs want to try, but the reality is that sales is oxygen to a company and a required skill for an entrepreneur. Due to this, I compiled all of my knowledge into an e-book for young entrepreneurs starting out to learn how to open up a conversation with a prospect all the way to closing them on the phone. Instead of starting from scratch like I did, college entrepreneurs can learn the bare basics of selling their own services, even if they are terrified of sales and what it entails. In this e-book, there are tips that I have learned to deal with my anxiety about sales such as taking the pressure off of yourself and prioritizing listening more than pitching. Instead of trying to teach sales expecting people to be natural sales people, this e-book takes the approach of helping entrepreneurs that are terrified of sales and show them how they can cope with this fear and still close a client. In the future, I hope young entrepreneurs will have access to more resources that handle this fear and make it much easier for them to learn it by themselves. This e-book is the first step.
ContributorsMead, Kevin Tyler (Author) / Sebold, Brent (Thesis director) / Kruse, Gabriel (Committee member) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
This thesis dives into the world of artificial intelligence by exploring the functionality of a single layer artificial neural network through a simple housing price classification example while simultaneously considering its impact from a data management perspective on both the software and hardware level. To begin this study, the universally accepted model of an artificial neuron is broken down into its key components and then analyzed for functionality by relating back to its biological counterpart. The role of a neuron is then described in the context of a neural network, with equal emphasis placed on how it individually undergoes training and then for an entire network. Using the technique of supervised learning, the neural network is trained with three main factors for housing price classification, including its total number of rooms, bathrooms, and square footage. Once trained with most of the generated data set, it is tested for accuracy by introducing the remainder of the data-set and observing how closely its computed output for each set of inputs compares to the target value. From a programming perspective, the artificial neuron is implemented in C so that it would be more closely tied to the operating system and therefore make the collected profiler data more precise during the program's execution. The program is designed to break down each stage of the neuron's training process into distinct functions. In addition to utilizing more functional code, the struct data type is used as the underlying data structure for this project to not only represent the neuron but for implementing the neuron's training and test data. Once fully trained, the neuron's test results are then graphed to visually depict how well the neuron learned from its sample training set. Finally, the profiler data is analyzed to describe how the program operated from a data management perspective on the software and hardware level.
ContributorsRichards, Nicholas Giovanni (Author) / Miller, Phillip (Thesis director) / Meuth, Ryan (Committee member) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
South Korea possesses the only culture to successfully create a transnationality and hybridity formula that is not replicable. So why Korea and why now? The goal of this thesis creative project is to demonstrate the marketing and communications strategies used in the arts and culture industry to drive global awareness and interest in K-Pop. In order to achieve that goal, I created HellotoHallyu.com, a website designed for an audience of Millennials and Generation Z English speakers to increase their awareness of the growth and impact of the Korean Wave in a fun and engaging way. So those who may hear a song by K-Pop idol group BTS on a music awards show in the U.S. can get themselves up-to-speed before diving into the fast-paced world of K-culture gossip sites and forums. Hello to Hallyu delivers consumer-friendly, educational content easily understood by English speakers with no prior knowledge of Korean culture, while still piquing the interest of K-pop connoisseurs. It provides the background necessary for even the most dedicated fans to glean new knowledge of Korea's cultural industry and a new perspective on the content they consume. Hello to Hallyu is based on a combination of secondary and primary research conducted over four semesters beginning Spring 2017 and continuing through Spring 2018. This project is set up as an ever-expanding resource freely available to anyone with internet access. The research required to maintain the site will continue with the Wave. However, the content currently on the site is evergreen, a documentation of the history of the Wave as explained in peer-reviewed articles and by Dr. Ingyu Oh as well as a documentation of my personal experience with Hallyu while in Korea and as a Westerner living in the U.S. The site's goal is to demonstrate the marketing and communications strategies used in the industry to drive global awareness and interest. Through this means, Hello to Hallyu aims to provide fully developed multimedia content intended to increase English speakers' awareness of the growth and impact of the Korean Wave as shown through site visits, content views, and audience engagement.
ContributorsTravis, Lisa Anne (Author) / Hass, Mark (Thesis director) / Shewell, Justin (Committee member) / Walter Cronkite School of Journalism and Mass Communication (Contributor) / School of Film, Dance and Theatre (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
This thesis is a creative project involving video from all four years of my schooling at Arizona State University and the Walter Cronkite School of Journalism and Mass Communication. Entering the Cronkite School for the first time, I did not possess any knowledge about computer video editing software or any on-camera experience. The video pieces are various clips of some of my best work during my time at ASU, including reports on various sports/sporting events for Cronkite News and the Walter Cronkite Sports Network (WCSN). The project combines some of my best on-camera work, video editing skills, and even some new additions such as music under-beds to the pseudo-documentary. Overall, it demonstrates progression from a lack of knowledge about the basics of sports journalism to being cognizant about the multiple facets of the industry. While working on this thesis project, I quickly realized I needed to put all of my skills and knowledge to the test, as I had to incorporate many elements into a long video. For an introduction and closing, I needed to create a script that captured a chronological progression of the journey without detracting from the main focus: the reel. A huge thank you to both my thesis director and my second committee member for their assistance in helping me turn this idea into a reality. I took a chance when committing to Arizona State, but after four years in the desert, I can say with full confidence this was the absolute best choice I could have made.
ContributorsBaron, Michael (Author) / Dieffenbach, Paola (Thesis director) / Rhodes, Gail (Committee member) / Walter Cronkite School of Journalism and Mass Communication (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
My name is Adriana Becerra and I am a student at the Walter Cronkite School of Journalism and Mass Communication at Arizona State University. In hoping to combine my two passions of journalism and film, for my Honors Undergraduate Thesis project I created my own film review website. My website is a complete review of the films that were nominated for the 2015 Oscars in the following categories: Best Picture, Animated Feature, Documentary Feature, Foreign Language, and Short Film Live Action. In all, I watched and reviewed a total of twenty-eight films based on acting, lighting, music, cinematography, costume/makeup/set design, writing, and visual effects. Over the course of nine months, I have watched, reviewed, and talked extensively about each film that I have reviewed. Though tedious at times, I thoroughly enjoyed completing my Undergraduate Thesis Project. I hope to continue critically looking at films, and possibly even incorporating film in my journalistic career.
ContributorsBecerra, Adriana Justina (Author) / Dodge, Nancie (Thesis director) / Russell, Dennis (Committee member) / School of Politics and Global Studies (Contributor) / Walter Cronkite School of Journalism and Mass Communication (Contributor) / Department of English (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
Description
Bhairavi is a solo performance that investigates belonging and dis-belonging in diaspora communities, especially as it relates to the female body. Specifically, through my experience as a second-generation Indian-American woman - I expose and challenge the notion of ‘tradition,’ as it is forced into women’s bodies, and displaces them in their own homes. Bhairavi is a story told through movement and theatrical narrative composition with research and material collected through structured and unstructured observation of my family, cultural community, and myself.
Note: This work of creative scholarship is rooted in collaboration between three female artist-scholars: Carly Bates, Raji Ganesan, and Allyson Yoder. Working from a common intersectional, feminist framework, we served as artistic co-directors of each other’s solo pieces and co-producers of Negotiations, in which we share these pieces in relationship to each other. Thus, Negotiations is not a showcase of three individual works, but rather a conversation among three voices. As collaborators, we have been uncompromising in the pursuit of our own unique inquiries and voices, and each of our works of creative scholarship stand alone. However, we believe that all of the parts are best understood in relationship to each other, and to the whole. For this reason, we have chosen to cross-reference our thesis documents.
French Vanilla: An Exploration of Biracial Identity Through Narrative Performance by Carly Bates
Deep roots, shared fruits: Emergent creative process and the ecology of solo performance through “Dress in Something Plain and Dark” by Allyson Yoder
Bhairavi: A Performance-Investigation of Belonging and Dis-Belonging in Diaspora
Communities by Raji Ganesan
Note: This work of creative scholarship is rooted in collaboration between three female artist-scholars: Carly Bates, Raji Ganesan, and Allyson Yoder. Working from a common intersectional, feminist framework, we served as artistic co-directors of each other’s solo pieces and co-producers of Negotiations, in which we share these pieces in relationship to each other. Thus, Negotiations is not a showcase of three individual works, but rather a conversation among three voices. As collaborators, we have been uncompromising in the pursuit of our own unique inquiries and voices, and each of our works of creative scholarship stand alone. However, we believe that all of the parts are best understood in relationship to each other, and to the whole. For this reason, we have chosen to cross-reference our thesis documents.
French Vanilla: An Exploration of Biracial Identity Through Narrative Performance by Carly Bates
Deep roots, shared fruits: Emergent creative process and the ecology of solo performance through “Dress in Something Plain and Dark” by Allyson Yoder
Bhairavi: A Performance-Investigation of Belonging and Dis-Belonging in Diaspora
Communities by Raji Ganesan
ContributorsGanesan, Raji J (Author) / Underiner, Tamara (Thesis director) / Stephens, Mary (Committee member) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
Description
Searching for home: An in depth look at undocumented youth in Arizona from their perspective, a research and creative project, looks at not only the history and data surrounding unauthorized immigration, but a personal account through the stories of undocumented immigrants. The research paper focuses on the policies, court cases and history of protests that surround the topics. The article under Appendix A focuses on the personal stories and accounts of two undocumented immigrants who discuss the importance of fighting to stay in the U.S. and preserving the dream and life they built. Two videos also explore the emotional stories of the undocumented immigrants and those who live on the border. The first video features two undocumented immigrants who discuss their beliefs in protesting and working to stay in the U.S. The second video features two women who have lived in both Mexico and the U.S. legally and discuss how immigration and border policies affect them.
ContributorsMacklin, Alexis Isabella (Author) / Angela, Kocherga (Thesis director) / David, Seibert (Committee member) / School of Human Evolution and Social Change (Contributor) / Walter Cronkite School of Journalism and Mass Communication (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
Description
What's in a name? A person not a number is a multimedia eBook that will explore how the media treats coverage of sexual assault victims and challenges the traditional no-naming policy instilled in almost every professional newsroom. Historical context to no-naming policies, opinions from critics of the no-naming policy and legal information will be provided. This book serves to encourage journalists and editors to consider identifying victims after long, thoughtful discussions, to educate media consumers on the topic, to eradicate the societal stigma of rape, and to reflect the views of survivors so that they may feel more willing to share their stories. Identifying sexual assault victims conforms to the journalistic imperative to tell the truth as fully as possible and to inform the public as completely as possible. When the information is part of the public record and there are no legal limitations on its use, identifying sexual assault victims will have a positive impact in educating the public and eradicating the stigma associated with being the victim of sexual assault. This book proposes that through educated, thoughtful and truthful stories about sexual assault can spark careful conversations and help turn around the stigma our society has placed on victims. The full eBook, complete with photos, videos and other audio components, is available at https://alejandraarmstrong.atavist.com/whats-in-a-name-a-person-not-a-number.
ContributorsArmstrong, Alejandra Moya (Author) / Gilger, Kristin (Thesis director) / Petchel, Jacqueline (Committee member) / Walter Cronkite School of Journalism and Mass Communication (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
Description
"The Reality of Imagination" is short animated film about a young girl name Isabel who, with her sketchbook and box of crayons, demonstrates the power of imagination through her drawings. From her own bedroom, her simple sketches transform into more complicated, realistic drawings, bringing her artistic creation to life. From a bouncing red ball, to flying on a plane, to a thunderstorm, her world extends beyond her sketchbook. The overall message is to demonstrate the importance of art and the power of imagination, especially seen from the perspective of a young child where much of that development is evident. In addition, further exploration of the film industry and learning about the production process was conducted to continue exercising my interest for film editing and graphic designing. This involved devising the script, selecting the appropriate actors, planning the production set, purchasing the tools and equipment, putting together a production crew, and applying the concepts learned about editing to create a short film that was approximately 3 minutes long. The editing software application used for this production was Final Cut Pro X distributed by Apple while the camera used was a Canon EOS Rebel T6. At least three different editing techniques were applied in the film and included stop-motion, keying, and split-screening. Furthermore, other concepts such as transforming and resizing video clips were applied along with learning to use the audio and visual effect resources available from Final Cut Pro X to enhance the quality of the film. An in-depth analysis of the entire process is also given in detailed.
ContributorsReyes, Diana (Author) / Ganssle, Gene (Thesis director) / Giner, Oscar (Committee member) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05