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Regulating Machine Learning: The Challenge Of Heterogeneity, Cary Coglianese 2023 University of Pennsylvania Carey Law School

Regulating Machine Learning: The Challenge Of Heterogeneity, Cary Coglianese

Faculty Scholarship at Penn Carey Law

Machine learning, or artificial intelligence, refers to a vast array of different algorithms that are being put to highly varied uses, including in transportation, medicine, social media, marketing, and many other settings. Not only do machine-learning algorithms vary widely across their types and uses, but they are evolving constantly. Even the same algorithm can perform quite differently over time as it is fed new data. Due to the staggering heterogeneity of these algorithms, multiple regulatory agencies will be needed to regulate the use of machine learning, each within their own discrete area of specialization. Even these specialized expert agencies, though, …


Alpha Phi-Shing Fraternity: Phishing Assessment In A Higher Education Institution, Marco Casagrande, Mauro Conti, Monica Fedeli, Eleonora Losiouk 2023 University of Padua

Alpha Phi-Shing Fraternity: Phishing Assessment In A Higher Education Institution, Marco Casagrande, Mauro Conti, Monica Fedeli, Eleonora Losiouk

Journal of Cybersecurity Education, Research and Practice

Phishing is a common social engineering attack aimed to steal personal information. Universities attract phishing attacks because: 1) they store employees and students sensitive data, 2) they save confidential documents, 3) their infrastructures often lack security. In this paper, we showcase a phishing assessment at the University of Redacted aimed to identify the people, and the features of such people, that are more susceptible to phishing attacks. We delivered phishing emails to 1.508 subjects in three separate batches, collecting a clickrate equal to 30%, 11% and 13%, respectively. We considered several features (i.e., age, gender, role, working/studying field, email template) …


Faa Designated Pilot Examiner System Insights, Wendy Beckman, Timothy Rosser, Michael Gref 2023 Middle Tennessee State University

Faa Designated Pilot Examiner System Insights, Wendy Beckman, Timothy Rosser, Michael Gref

National Training Aircraft Symposium (NTAS)

As part of the Reauthorization Act of 2018 the FAA was required to assign to the Aviation Rulemaking Advisory Committee (ARAC) a review of the current Designated Pilot Examiner (DPE) policies. The ARAC in turn assigned this task to the Designated Pilot Examiner Reforms Working Group (DPERWG). This Group delivered its recommendations to the FAA in June 2021, with an FAA response to the Group due by June 2022. The purpose of this research project is to provide more insight regarding the current DPE system from all stakeholders prior to that deadline. Survey data from both current DPE’s and flight …


Finding Forensic Evidence In The Operating System's Graphical User Interface, Edward X. Wilson Mr. 2023 Louisiana State University and Agricultural and Mechanical College

Finding Forensic Evidence In The Operating System's Graphical User Interface, Edward X. Wilson Mr.

LSU Master's Theses

A branch of cyber security known as memory forensics focuses on extracting meaningful evidence from system memory. This analysis is often referred to as volatile memory analysis, and is generally performed on memory captures acquired from target systems. Inside of a memory capture is the complete state of a system under investigation, including the contents of currently running as well as previously executed applications. Analysis of this data can reveal a significant amount of activity that occurred on a system since the last reboot. For this research, the Windows operating system is targeted. In particular, the graphical user interface component …


Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi 2023 Center for Educational and Instructional Technology Research Center (CEITR) / School of Advanced Studies / University of Phoenix

Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi

International Journal for Business Education

The awareness of cybersecurity and knowledge about risks from a variety of threats, which present harm or steal private information in internetworking could help in mitigation of vulnerabilities to risks of threats in safeguarding information from malware and bots. Revisiting cybersecurity awareness of every member and evaluation of organization’s posture might help to protect sensitive or private information from a network of computers, working together and forming into botnets. The purpose of the qualitative case study narrative was to explore prospects for integrating cybersecurity education into elementary school children’s curriculum through interviews of elementary schoolteachers, IT experts, and parents to …


A Field Test Of Popular Chatbots’ Responses To Questions Concerning Negative Body Image, Ruopeng An, Christopher W. Byron Jr., Chen Chen, Xiaoling Xiang 2023 Washington University in St. Louis

A Field Test Of Popular Chatbots’ Responses To Questions Concerning Negative Body Image, Ruopeng An, Christopher W. Byron Jr., Chen Chen, Xiaoling Xiang

Health Behavior Research

Background: Chatbots are computer programs, often built upon large artificial intelligence models, that employ dialogue systems to enable online, natural language conversations with users via text, speech, or both. Body image, broadly defined as a combination of thoughts and feelings about one’s physical appearance, has been implicated in many risk behaviors and health problems, especially among adolescents and young adults. Little is known about how chatbots respond to questions about body image.

Methods: This study assessed the responses of 14 widely-used chatbots (eight companion and six therapeutic chatbots) to ten body image-related questions developed upon validated instruments. Chatbots’ responses were …


Aclp - Updated Estimates Of State Bead Allocations - As Of January 2023, New York Law School 2023 New York Law School

Aclp - Updated Estimates Of State Bead Allocations - As Of January 2023, New York Law School

Reports and Resources

No abstract provided.


Research Protocol: Focus Group/Needs Assessment (Afam Community), Karen A. Rader, Cynthia Gibbs 2023 Virginia Commonwealth University

Research Protocol: Focus Group/Needs Assessment (Afam Community), Karen A. Rader, Cynthia Gibbs

STS in Science Cafes

No abstract provided.


Research Tool: Sts Assessment Survey Instrument, Karen A. Rader, Cynthia Gibbs 2023 Virginia Commonwealth University

Research Tool: Sts Assessment Survey Instrument, Karen A. Rader, Cynthia Gibbs

STS in Science Cafes

No abstract provided.


Dataset: Combined Coded Assessments Of Sts Science Cafes (2017-2019), Karen A. Rader, Cynthia Gibbs 2023 VCU

Dataset: Combined Coded Assessments Of Sts Science Cafes (2017-2019), Karen A. Rader, Cynthia Gibbs

STS in Science Cafes

No abstract provided.


Integrated Stem: Impact Of Engineering Design And Computer Science In Stem Labs, Jason Morphew, Ruben Lopez, Amir Bralin, Ravishankar Chatta Subramaniam, Sanjay Rebello, Carina Rebello 2023 Purdue University

Integrated Stem: Impact Of Engineering Design And Computer Science In Stem Labs, Jason Morphew, Ruben Lopez, Amir Bralin, Ravishankar Chatta Subramaniam, Sanjay Rebello, Carina Rebello

Indiana STEM Education Conference

By integrating physics laboratories with engineering design and computer science, students apply physics principles to ill-structured and complex problems, engage in knowledge transfer, and gain interest in STEM. The introductory physics labs at Purdue have been updated to include engineering design and computer science principles that ground physics in authentic problems. Integrated labs have been evaluated using student perception post-surveys, student course performance, interviews, and case-study observations. Preliminary results indicate that integrated physics labs promote transfer, enhanced metacognitive skills, student interest, and motivation.


Teachers' Instructional Strategies In Integrated Stem Education, Yousef Alrashdi, Paul A. Asunda 2023 Purdue University

Teachers' Instructional Strategies In Integrated Stem Education, Yousef Alrashdi, Paul A. Asunda

Indiana STEM Education Conference

Integrated Science, Technology, Engineering, and Mathematics (iSTEM) education has been regarded as a model that provides students with skills necessary for future careers and enhances the economy of nations. Although there is a considerable body of research on the effective educational approaches in iSTEM education including problem-based and project-based learning, the ways teachers implement these approaches remain ambiguous due to a paucity of consensus about how to effectively use iSTEM approaches in classrooms (Thibaut et al., 2018). Additionally, there is a need for further investigation to understand teachers’ instructional strategies and practices in iSTEM education (Bush, 2019). To fulfill this …


Goals And Proceedings Information, William S. Walker III, Lynn A. Bryan Ph. D., S. Selcen Guzey, Elizabeth Suazo-Flores 2023 Purdue University

Goals And Proceedings Information, William S. Walker Iii, Lynn A. Bryan Ph. D., S. Selcen Guzey, Elizabeth Suazo-Flores

Indiana STEM Education Conference

No abstract provided.


Centering F.A.M.I.L.Y. In Black Girls Stem Learning, Crystal Morton, Lawren Nelson, Idaila Wilmoth 2023 Indiana University Purdue University Indianapolis

Centering F.A.M.I.L.Y. In Black Girls Stem Learning, Crystal Morton, Lawren Nelson, Idaila Wilmoth

Indiana STEM Education Conference

The Fostering and Maximizing Interdisciplinary Learning Year-round (F.a.M.I.L.Y) was a one-year pilot study that provided Black girls and their caregivers with an opportunity to complete collaborative, life-enriching, multidisciplinary, and socially transformative STEM experiences to explore how these learning experiences impact Black girls and their caregivers' enjoyment of STEM, interest in STEM content and careers, and understanding of STEM as a tool for personal and social change. Seven families for a total of 11 scholars and seven caregivers participated in the study. We hosted 10 online learning sessions and one end-of-year face-to-face session. …


Growing In Stem: Hands-On Education Via Tower Gardening, Jeffrey A. Nowak, Shelby Johnston-Werling 2023 Purdue University Fort Wayne

Growing In Stem: Hands-On Education Via Tower Gardening, Jeffrey A. Nowak, Shelby Johnston-Werling

Indiana STEM Education Conference

Sole use of a textbook as the primary source of learning in the middle school setting has been linked to potentially limit students’ conceptual understanding of complex content (Driscoll et al., 1994), while the positive impact of hands-on learning has been well documented (Ekwueme et al., 2015; Satterthwait, 2010). Ideally, when a textbook is used in conjunction with content applied in a hands-on manner, student engagement and understanding of standards-based content are increased. In a grant funded collaboration between the Northeast Indiana STEM Education Resource Center housed at Purdue University Fort Wayne and an East Allen Community Schools middle school …


Enhancing Data Science Education Throughout Indiana, Jeffrey A. Nowak, Evan M. Roberts 2023 Purdue University Fort Wayne

Enhancing Data Science Education Throughout Indiana, Jeffrey A. Nowak, Evan M. Roberts

Indiana STEM Education Conference

Data science is the process of analyzing authentic real-world data sets to extract meaning, glean context, and seek insight into how to improve society. Data science promises new insights, helping transform information into knowledge that can drive science and industry (Berman et al., 2018). In recent years, employer demand for employees with the visualization, mathematical, and computational programming skill sets for this expanding niche has led to the introduction of new programs and coursework at both the K-12 and collegiate level. This research brief examines one such partnership in Indiana funded by the Lilly Endowment partnering Purdue University Fort Wayne …


Why Representation Matters: Using Stem Education To Promote Opportunity, Sheramie Velazquez 2023 Indiana University - Purdue University, Indianapolis

Why Representation Matters: Using Stem Education To Promote Opportunity, Sheramie Velazquez

Indiana STEM Education Conference

Research has highlighted how Black and Brown professionals continue to be underrepresented in the various science, technology, engineering and mathematics (STEM) fields. The lack of exposure to diverse STEM professionals, a challenging and relevant STEM curriculum, and belief in the brilliance of Black and Brown scholars’ abilities to succeed in STEM are vast contributors to the continual diversity underrepresentation in STEM-based classes and careers. Girls STEM Institute (GSI) was founded to create a space where girls of color-who are traditionally underrepresented in STEM-can become exposed to challenging and relevant STEM curricula, which is taught by diverse educators who share similar …


Developing Sustainability Related Attitudes And 21st Century Skills Through Informal Learning Opportunities, Shamila Janakiraman 2023 Purdue University

Developing Sustainability Related Attitudes And 21st Century Skills Through Informal Learning Opportunities, Shamila Janakiraman

Indiana STEM Education Conference

Informal learning environments, like libraries and museums, are known to improve student achievement and motivation (Bartels 2001). A meta-analysis reports on the strong positive effects of after-school programs on feelings and attitudes and school performance (Durlak et al, 2007). When working on after-school programs, middle and high school students may develop skills like communication, collaboration, creativity, critical thinking, information literacy, and digital literacy. Such a program was offered by a 501c(3) organization as an informal learning opportunity. As part of this program, high school student volunteers living in the United States (US) designed and delivered learning experiences for elementary and …


Proceedings Of The Eighth Annual Indiana Stem Education Conference: “Advancing Stem With Students”, William S. Walker III, Lynn A. Bryan Ph. D., S. Selcen Guzey, Elizabeth Suazo-Flores 2023 Purdue University

Proceedings Of The Eighth Annual Indiana Stem Education Conference: “Advancing Stem With Students”, William S. Walker Iii, Lynn A. Bryan Ph. D., S. Selcen Guzey, Elizabeth Suazo-Flores

Indiana STEM Education Conference

No abstract provided.


Gender Ambiguity In Voice-Based Assistants: Gender Perception And Influences Of Context, Sandra Mooshammer, Katrin Etzrodt 2022 Technische Universitaet Dresden

Gender Ambiguity In Voice-Based Assistants: Gender Perception And Influences Of Context, Sandra Mooshammer, Katrin Etzrodt

Human-Machine Communication

Recently emerging synthetic acoustically gender-ambiguous voices could contribute to dissolving the still prevailing genderism. Yet, are we indeed perceiving these voices as “unassignable”? Or are we trying to assimilate them into existing genders? To investigate the perceived ambiguity, we conducted an explorative 3 (male, female, ambiguous voice) × 3 (male, female, ambiguous topic) experiment. We found that, although participants perceived the gender-ambiguous voice as ambiguous, they used a profoundly wide range of the scale, indicating tendencies toward a gender. We uncovered a mild dissolve of gender roles. Neither the listener’s gender nor the personal gender stereotypes impacted the perception. However, …


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