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- Creators: Department of Information Systems
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Description
Cognitive technology has been at the forefront of the minds of many technology, government, and business leaders, because of its potential to completely revolutionize their fields. Furthermore, individuals in financial statement auditor roles are especially focused on the impact of cognitive technology because of its potential to eliminate many of the tedious, repetitive tasks involved in their profession. Adopting new technologies that can autonomously collect more data from a broader range of sources, turn the data into business intelligence, and even make decisions based on that data begs the question of whether human roles in accounting will be completely replaced. A partial answer: If the ramifications of past technological advances are any indicator, cognitive technology will replace some human audit operations and grow some new and higher order roles for humans. It will shift the focus of accounting professionals to more complex judgment and analysis.
The next question: What do these changes in the roles and responsibilities look like for the auditors of the future? Cognitive technology will assuredly present new issues for which humans will have to find solutions.
• How will humans be able to test the accuracy and completeness of the decisions derived by cognitive systems?
• If cognitive computing systems rely on supervised learning, what is the most effective way to train systems?
• How will cognitive computing fair in an industry that experiences ever-changing industry regulations?
• Will cognitive technology enhance the quality of audits?
In order to answer these questions and many more, I plan on examining how cognitive technologies evolved into their use today. Based on this historic trajectory, stakeholder interviews, and industry research, I will forecast what auditing jobs may look like in the near future taking into account rapid advances in cognitive computing.
The conclusions forecast a future in auditing that is much more accurate, timely, and pleasant. Cognitive technologies allow auditors to test entire populations of transactions, to tackle audit issues on a more continuous basis, to alleviate the overload of work that occurs after fiscal year-end, and to focus on client interaction.
The next question: What do these changes in the roles and responsibilities look like for the auditors of the future? Cognitive technology will assuredly present new issues for which humans will have to find solutions.
• How will humans be able to test the accuracy and completeness of the decisions derived by cognitive systems?
• If cognitive computing systems rely on supervised learning, what is the most effective way to train systems?
• How will cognitive computing fair in an industry that experiences ever-changing industry regulations?
• Will cognitive technology enhance the quality of audits?
In order to answer these questions and many more, I plan on examining how cognitive technologies evolved into their use today. Based on this historic trajectory, stakeholder interviews, and industry research, I will forecast what auditing jobs may look like in the near future taking into account rapid advances in cognitive computing.
The conclusions forecast a future in auditing that is much more accurate, timely, and pleasant. Cognitive technologies allow auditors to test entire populations of transactions, to tackle audit issues on a more continuous basis, to alleviate the overload of work that occurs after fiscal year-end, and to focus on client interaction.
ContributorsWitkop, David (Author) / Dawson, Gregory (Thesis director) / Munshi, Perseus (Committee member) / School of Accountancy (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
Our lives are documented and facilitated by the internet. Given that an increasing proportion of time is being spent online, search and browsing history offers a unique frame of reference to conduct a qualitative study since it contains individual goals, day-to-day experiences, illicit thoughts, and questions, all while capturing sentiments rather than statistics. Seeing this recorded daily activity mapped out over the course of several years would hopefully provide a startling reminder of how life can be accurately and simply described as a series of constantly evolving interests and intentions, as well as give a sense of how exhaustively massive internet companies collect private information online. The search engine giant Google offers its users the transparency and freedom to export and download an archive of their web activity through a service known as Google Takeout. We propose using this service to empower ordinary individuals with Google accounts by developing a comprehensive and qualitative approach to understanding and gaining insights about their personal behavior online. In this paper, we first define and analyze the need for such a product. Then we conduct a variety of intent and interest-sensitive computational analysis methods on a sample browser history to explore and contextualize emergent trends, as a proof of concept. Finally, we create a blueprint for building an interactive application which uses our approach to generate dynamic dashboards and unique user profiles from search and browsing data.
ContributorsLi, Jason (Author) / Sopha, Matthew (Thesis director) / Shutters, Shade (Committee member) / Department of Information Systems (Contributor, Contributor) / Dean, W.P. Carey School of Business (Contributor) / Barrett, The Honors College (Contributor)
Created2018-12
Description
In 2022, a previous team of computer science and accounting students worked together to design and build a fully-functioning website to automate accounting transactions. They created dynamic accounting applications using software frameworks such as React and Express. They then used the services provided by Amazon Web Services to make the website available online. The stakeholders of the project wanted to expand upon the services provided by the website so they entrusted our team with implementing new features and applications to the software system. Using the same software frameworks and services of the previous team, we redesigned the website and increased its functionality to better meet the needs of accounting automation.
ContributorsJain, Sejal (Author) / Macabou, Elise (Co-author) / Lim, Jonathan (Co-author) / Villani, Jacob (Co-author) / Chen, Yinong (Thesis director) / Hunt, Neil (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor) / Computer Science and Engineering Program (Contributor) / School of Public Affairs (Contributor) / Dean, W.P. Carey School of Business (Contributor)
Created2024-05
Description
Business Design is a thesis project where students can work in groups and consult for various projects. I had the opportunity to work on three major projects for my thesis involving a small entrepreneur looking for a go-to market plan for her board game, an app developer looking for a better way to connect to their target audience, as well as create my own digital product and consulting services that helped founder's lab groups build their online presence through e-commerce. All these projects allowed me to hone my critical thinking skills by working my way through real-life problems that don't have direct answers. I was also able to take away some valuable lessons in leadership and working in a team of very capable students.
ContributorsShosten, Madison (Author) / Akhter, Aliza (Co-author) / Bautista, Hariette (Co-author) / Chou, Chuhhsuan (Co-author) / Guan, Jessica (Co-author) / Flores, Lea (Co-author) / Kim, Min (Co-author) / Qin, Annie (Co-author) / Byrne, Jared (Thesis director) / Lee, Christopher (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor)
Created2024-05
Description
Magic has changed over the past several centuries in terms of how it shows up in people's lives and how it’s discussed: in the 21st-century modern-day, the term magic is used to describe illusions and unknown facts, whereas before magic was tied more into superstitions about higher beings and religion. Nevertheless, every culture has been influenced by magic. Even before travel and technology allowed information to be widespread, magic was a part of people’s lives, whether it be to protect a tribe on their hunt or a magician trying to earn a living. Even though secular magic is quite recent on the timeline of history, secular magic can still tap into the same feelings that non-secular magic has had on people. People try to understand what they can’t and deal with stressors in their lives in many ways, and magic in its various forms has provided this filler.
Throughout this paper, I’ll be discussing magic’s role as a bridge between cultures. I looked for various explanations of magic’s history and the impact it’s had on people throughout, to be able to compare by culture and over time, and how magic has served as cultural bridge, bringing people together, creating new conversations, and sparking similar emotions across all people such as awe and wonder.
ContributorsBregman, Maxwell (Author) / Ostling, Michael (Thesis director) / Edmonds, Larry (Committee member) / Barrett, The Honors College (Contributor) / Department of Finance (Contributor) / Department of Information Systems (Contributor)
Created2024-05
Description
Arena Report is created to be a teaching and learning application. The app features projection-based Augmented Reality (AR) overlays of sports statistics at meaningful spatial positions to educate coaches and players about how they can use data to make better decisions. It is also meant to enable users to better communicate results and make better decisions. By interacting with immersive, 3-dimensional data visualizations, Arena Report allows users to develop their ability to make sound decisions in sports.
ContributorsHobbs, Caleb (Author) / Johnson-Glenberg, Mina (Thesis director) / Coza, Aurel (Committee member) / Barrett, The Honors College (Contributor) / Department of Marketing (Contributor) / Department of Information Systems (Contributor)
Created2024-05
Description
This thesis investigates the quality and usefulness of "DeepDEMs" from Moon and Mars images, which are Digital Elevation Models (DEMs) created using deep learning from single optical images. High-resolution DEMs of Moon and Mars are increasingly critical for gaining insights into the slope and the elevation of the terrain in the region which helps in identifying the landing sites of possible manned missions and rovers. However, many locations of interest to scientists who use remote sensing to study the Earth or other planetary bodies have only visible image data coverage, and not repeated stereo image coverage or other data collected specifically for DEM generation. Thus, Earth and planetary scientists, geographers, and other academics want DEMs in many locations where no data resources (repeat coverage or intensive remote sensing campaigns) have been assigned for geomorphic or topographic study. One specific use for deep learning-generated terrain models would be to assess probable sites in the lunar south polar area for NASA's future Artemis III mission which aims to return people to the lunar surface. While conventional techniques (for example, needing two stereo pictures from satellites for photogrammetry) work well, this high-resolution data only covers a small portion of the planets. Furthermore, older approaches need lengthy processing durations as well as human calibration and tweaking to achieve high-quality DEMs. To address the coverage and processing time concerns, we evaluated deep learning algorithms for creating DEMs of the Moon and Mars' surfaces. We explore how the findings of this study may be used to create elevation models for planetary mapping in the future using automated methods.
ContributorsJain, Rini (Author) / Rastogi, Anant (Co-author) / Kerner, Hannah (Thesis director) / Adler, Jacob (Committee member) / Barrett, The Honors College (Contributor) / Computer Science and Engineering Program (Contributor) / Department of Information Systems (Contributor)
Created2024-05
Description
The paper investigates the efficacy of utilizing artificial intelligence (AI) for code generation, specifically looking into Java and it’s GUI Swing library, and evaluates the quality of the generated code. It presents a comparative analysis of various AI-generated solutions, aiming to determine which approach yields the most optimal results. The study explores different AI techniques, such as machine learning models, employed in code generation tasks. Through rigorous experimentation and evaluation criteria, the paper assesses factors like code efficiency, readability, and functionality to identify the most effective AI-based code generation methods. The findings contribute insights into leveraging AI for code development and offer recommendations for improving code quality in software engineering practices.
Utilizing Java Swing I created a Hangman game and then asked ChatGPT, Gemini, Copilot, and Blackbox to create the same game.
ContributorsConsalvo, Benjamin (Author) / Sopha, Matt (Thesis director) / Mazzola, Daniel (Committee member) / Barrett, The Honors College (Contributor) / Dean, W.P. Carey School of Business (Contributor) / Department of Information Systems (Contributor)
Created2024-05
Description
YumAsia is committed to enriching the Arizona culinary landscape by introducing the distinctive flavors and cultural heritage of Asian cuisines, particularly through the promotion of the Yunnan Rose Pastry. This initiative responds to the growing interest in authentic ethnic foods among college students and the broader community in Arizona. YumAsia’s mission goes beyond mere food provision to offer an immersive cultural experience that highlights the stories and traditions behind Asian pastries. With a strategic positioning as a cultural ambassador, YumAsia leverages a content-driven marketing strategy that combines the power of e-commerce, website building, and community engagement through direct interactions like tabling events. The value proposition centers on delivering authenticity, quality, and educational content, all wrapped in a customer-centric service that offers both delivery and pickup options. This approach aims to not only introduce new flavors to the market but also to foster a deeper understanding and appreciation of Asian culinary diversity.
ContributorsFeng, Qianhui (Author) / Byrne, Jared (Thesis director) / Lee, Peggy (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor) / Department of Supply Chain Management (Contributor)
Created2024-05
DescriptionPage Pilot is a digital application that utilizes gamification incentives to help elementary children master reading comprehension, curbing the growing rate of child illiteracy.
ContributorsFahlman, Anna (Author) / Muccillo, Alyssa (Co-author) / Stoft, Amanda (Co-author) / Byrne, Jared (Thesis director) / Pierce, John (Committee member) / Barrett, The Honors College (Contributor) / Department of Information Systems (Contributor) / School of Accountancy (Contributor)
Created2024-05