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. IntroductionGenerative Artificial Intelligence (GAI) has begun to saturate our world. In November of 2022, thewide release of Open AI’s ChatGPT initiated a snowball effect of GAI implementation in manysectors. Simple online searches are now supplemented with Google’s Bard AI and MicrosoftCopilot. Open AI’s ChatGPT chat bot began as a free service but now includes a myriad ofadditional paid functionalities, and more niche solutions are emerging from companies like Adobe intheir creative suites and Microsoft in their office suite. GAI as a pervasive disruptive technology isfar from full maturation, and it will continue to exist in our digitally influenced world indefinitely. Inrecent technological history, disruptions have been a hallmark of a healthy tech
Society” course. § Transcripts from role-plays. § Spring 2021 – 40 students, 7 Groups. § Fall 2022 - 73 students, 12 Groups. Transcript Analysis § Directed Transcript Analysis approach. § College of Engineering and Computing. § Authors first sat in the role-play sessions, took RPS Activity notes and read through the transcripts. § 30-45mins semi-structured conversation. § Authors then did initially coded the transcripts and
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is the cost ofdesign and delivery of this program. To scale this program to reach more high schoolstudents, it requires an investment in the infrastructure required to work differently withstakeholders and partners, the funds to be able to hire high school lab assistants andmentors, and the resources to be able to design programs that are hands-on, equipped withthe equipment and materials for all participants to engage with.k2i academy is currently making enhancements and preparing to implement the BringingSTEM to Life: Work-Integrated Learning program in summer 2022. The new iteration willexpand the program to additional school boards in Ontario, remain as a fully virtual program,and strengthen our partnerships with collaborative partners
from the National Science Foundation Hispanic ServingInstitution program in 2022. The project, called Project Achieve, aims to foster, engage, and retain underserved andunderrepresented undergraduate men and women, with particular emphasis on Hispanic students in engineering andcomputer science majors. As a part of the project, a multi-disciplinary effort among faculty in mechanical, electrical,computer engineering, and computer science designed an undergraduate course, Introduction to Scientific Research,based on the evidence-based Affinity Research Group model, one of the signature models in the Computing Allianceof Hispanic-Serving Institutions (CAHSI) Network. This 2-credit yearlong course offers undergraduate engineeringand computer
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of a Technology Leadership certificate will address the job growth asidentified in the Occupation Report.15 Jobs growth in technology and technology relatedsupervisory/leadership positions is expected to grow about 10% between 2013 and 2022. Withinput from the Industrial Leadership Board, the statewide community college and researchuniversity will design a 15-credit certificate to equip AS / AAS students with necessaryadditional skills and knowledge to qualify for these positions. This certificate will provide accessfor students with an AAS degree to directly enter the workforce with enhanced leadership skillsor to continue towards an AS degree with the option of a subsequent BS. The goal will be tocreate seamless transitions for the
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risks.structor attitudes prior to taking the survey. It is possible R EFERENCESthat instructors became aware of both benefits and concerns [1] S. Akinwalere and V. Ivanov, “Artificial intelligence in higher education:by taking the survey itself. However, benefits and concerns Challenges and opportunities,” Border Crossing, vol. 12, pp. 1–15, 02were not selected with equal frequency. The variability in 2022.responses suggests that some benefits and concerns were [2] D. Baidoo-Anu and L. Owusu Ansah, “Education in the era of generative
. METHODOLOGY early detection systems. In 2022 4,304,379 Acres burned in California while 11,116 structures destroyed, as well as A. System architecture 1,050,012 acres burned with 2,148 structures destroyed in 2024 [3] and still occurs in 2025. Traditional wildfire detection This research uses multistage process wildfire detection methods, for example, satellite imagery and ground-based visual system designed for early action. This section will focus on the monitoring, and even advanced real time systems such as NASA hardware setup, data collection process, experimental design and FIRMS [4] usually suffer from limitations in timeliness and challenges encountered during the implementation
workforce development in the construction industry, sustainable developments in construction education, and learning motivation for student success in engineering education.Lingzi Wu, University of Washingtontianjiao zhao, East Carolina University Tianjiao Zhao joined the Department of Construction Management at East Carolina University as an assistant professor in Fall 2022. With a robust background in BIM, green building, Lean Six Sigma, semantic web technologies, intelligent transportation, Internet of Things, and water engineering, she brings extensive expertise to her role. Maintaining an active research agenda, her work primarily revolves around enhancing the efficiency, safety, and eco-friendliness of the
Alexander Astin’s theory of involvement and John Bean’s theory of studentattrition [12]. This approach has been done in the past on research about student retention. Wealso plan to conduct regression analysis on persistence, explore correlations with other variables,and check for measurement invariance across subpopulations. We also plan to calculate standardfit indices such as RMSEA (Root Mean Square Error of Approximation), CFI (Comparative FitIndex), and TLI (Tucker-Lewis Index) in the future [13]. Before advancing, we must reassess ourEFA and CFA approaches to develop a stronger persistence model, likely in collaboration withan expert in factor analysis.References[1] Blinded for review.[2] Klugman, J., Arteta, G. D., & Lee, J. C. (2022
Education Research, 2014, pp. 267–282. [Online]. Available: https://login.libweb.lib.utsa.edu/login?url=http://search.ebscohost.com/login.aspx?direct=t rue&db=a9h&AN=34435806&site=ehost-live&scope=site[27] E. Seymour and N. M. Hewitt, Talking about leaving: Why undergraduates leave the sciences. Westview Press, 1997.[28] N. Bates, M. Chin, and T. Becker, Measuring sex, gender identity, and sexual orientation. National Academies Press, 2022. doi: 10.17226/26424.[29] L. Westbrook and A. Saperstein, “New Categories Are Not Enough: Rethinking the Measurement of Sex and Gender in Social Surveys,” Gender and Society, vol. 29, no. 4, pp. 534–560, 2015, doi: 10.1177/0891243215584758.[30] M
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, “Emerging adults’ financial well-being: A scopingreview,” Adolescent Research Review, vol. 2, pp. 255-292, 2017.[11] S. J. Bork and J.-L. Mondisa, "Engineering graduate students' mental health: A scopingliterature review," Journal of Engineering Education, vol. 111, no. 3, pp. 665–702, 2022, doi:10.1002/jee.20465.[12] D. N. Bright, "Wallet Weight: An Instrument Development Study for Measuring FinancialStress in College Students Using a Design-Based Research (DBR) Approach," Ph.D.dissertation, Drexel University, Philadelphia, PA, USA, 2023.[13] K. Campbell, "College stress impacts mental health and relationship satisfaction," Ph.D.dissertation, Tennessee State University, Nashville, TN, USA, 2021.[14] R. Burns and K. L. Webber, "Achieving the
mechanics in geotechnical engineering. Artificial Intelligence Review, 57(8):196, 2024.[7] Abolfazl Baghbani, Tanveer Choudhury, Susanga Costa, and Johannes Reiner. Application of artificial intelligence in geotechnical engineering: A state-of-the-art review. Earth-Science Reviews, 228:103991, 2022.Appendix Type Question Likert I believe my grades will improve/improved as a result of using AI to better understand the course content Likert AI tools will help/helped me achieve the learning outcomes of this course Likert I believe/believed that AI technology will provide/provided me with timely and helpful feedback on my work Likert AI tools will provide/provided me with resources that are directly relevant to my learning needs
presented at 2015 ASEE Annual Conference & Exposition, Seattle, Washington. 10.18260/p.24976[17]. Johnson, D. G., & Sanders, J. D. (2022, April), A Golf Ball Launcher: An Engineering Dynamics Project Paper presented at 2004 GSW, unknown. 10.18260/1-2-620-40006Appendix A: The simulation project one: Free-flight motion and Dependent Motion 𝑚𝑚Question #1: A ball with a mass of 0.2 kg has an initial velocity of 𝑉𝑉𝑥𝑥0 = 5( ) and 𝑉𝑉𝑦𝑦0 = 𝑠𝑠 𝑚𝑚10( ). The center of the ball is located at the coordinate 𝑥𝑥 = 0 (𝑚𝑚) and 𝑦𝑦 = 20 (𝑚𝑚), as shown 𝑠𝑠in Figure 7. Using
://infrastructurereportcard.org[3] American Society of Civil Engineers. (2019). Civil Engineering Body of Knowledge:Preparing the Future Civil Engineer (3rd ed.). ASCE[4] Bae, H., Polmear, M., & Simmons, D. R. (2022). Bridging the Gap between IndustryExpectations and Academic Preparation: Civil Engineering Students’ Employability. Journal ofCivil Engineering Education, 148(3). https://doi.org/10.1061/(ASCE)EI.2643-9115.0000062[5] Brunhaver S., Korte R., Barley S., Sheppard S. Bridging the Gaps between EngineeringEducation and Practice. In: U.S. Engineering in a Global Economy. University of Chicago Press;2019:129-164. doi:10.7208/9780226468471-006.[6] Congress.gov. H.R.3684 - Infrastructure Investment and JobsAct. https://www.congress.gov/bill/117th-congress/house
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future research: How can institutions balance thedemands of research-intensive environments with the needs of teaching-focused programs? Whatpolicies or practices can reduce resistance to pedagogical innovations and foster sustainedengagement?Reference[1] American Society for Engineering Education, Profiles of Engineering and EngineeringTechnology, 2022, Washington, DC, 2023.[2] E. Wenger, Communities of Practice: Learning, Meaning, and Identity. Cambridge, UK:Cambridge University Press, 1998.[3] A. Kezar, S. Gehrke, and S. Bernstein-Sierra, "Communities of transformation: Creating changes todeeply entrenched issues," J. High. Educ., vol. 89, no. 6, pp. 832–864, 2018,[4] K. Tonso, "Engineering identity," in Cambridge Handbook of Engineering
, 2019. doi: 10.18260/1-2--31927.[10] “ASEE Public Policy Statements.” Accessed: Apr. 28, 2025. [Online]. Available: https://www.asee.org/about-us/what-we-do/ASEE-Public-Policy-Statements[11] R. A. Cheville, Becoming a Human Engineer: A Philosophical Inquiry into Engineering Education as Means or Ends. Cambridge: Ethics International Press, 2022. Accessed: Nov. 08, 2021. [Online]. Available: https://ethicspress.com/products/becoming-a-human- engineer-a-philosophical-inquiry-into-engineering-education-as-means-or-ends[12] R. A. Cheville, Becoming a Human Engineer: A Philosophical Inquiry into Engineering Education as Means or Ends? 2021.[13] J. Macmurray, Freedom in the Modern World. London: Faber & Faber, 1932.[14
where students can develop boththeir technical skills and their ability to work in diverse teams. Student perceptions suggest they recognize the benefits of this integrated approach, notingthe value of a holistic education that combines technical expertise with a broader understandingof engineering's impact on society. However, the students also perceive challenges, such as theneed to clearly communicate its unique focus to external stakeholders and the limited availabilityof elective courses within specific areas of interest.Works Cited[1] A. Hira, S. Bhattacharya, G. Gaudette, and S. Govindasamy, “Designing a Design-Driven Human-Centered Engineering Program,” Int. J. Eng. Educ., vol. 38, no. 6, pp. 1815–1823, 2022.[2] “Program