Paper ID #49642Integrating Artificial Intelligence into Construction Education: Assessing theImpact on Students’ Perception of Knowledge, Confidence, and Relevance toCareerMr. Chinedu Okonkwo, The University of Texas at San AntonioRoy Uzoma LanDr. Ibukun Gabriel Awolusi, The University of Texas at San Antonio Dr. Ibukun Awolusi is an Associate Professor in the School of Civil & Environmental Engineering, and Construction Management at The University of Texas at San Antonio. His research interests and expertise are in construction safety and health, automation and robotics, innovation and technology integration in
Infrastructure (NEVI) program from 2022 to2026. Through qualitative thematic analysis of nationwide state As states implement NEVI funding, varying readinessrepresentatives' perspectives, the study identifies key strategies, levels to train EV technicians emerge, revealing gaps inchallenges, and regional variations in workforce development. strategic planning, budget allocation, and stakeholderThe findings underscore the essential role of skilled technicians engagement. Some states have actively integrated EV-relatedin facilitating the rapid growth of EV adoption and supporting training into community college curricula and partnered withcharging infrastructure. While some states have established industry
by a stepper motor, ensuring controlled drugyet to create practical implementations that integrate CNN- delivery at a calculated rate:LSTM methodology with real-time therapeutic systems forpersonal treatment, which follows standard seizure detection Q = RP M × V (2)approaches described in [23] and [24]. An integrated system delivers VNS technology with a CNN- Where: - Q is the flow rate in mL/min, - RP M is the motorLSTM model and drug delivery systems as one functional unit. speed in rotations per minute, - V is the volume displaced perSeizures are detected through ECG motion data entry with revolution.real-time detection and adjustable intervention responses that
Paper ID #45801Capstone Projects in Virginia Civil Engineering Programs: A ComprehensiveReview of Practices and an assessment of Virginia Military Institute’s OutcomesDr. Rebekah L Martin, Virginia Military Institute Dr. Martin completed her bachelor’s in Civil and Environmental Engineering at Bucknell University and her PhD in Civil Engineering at Virginia Tech. She is currently an assistant professor at VMI teaching fluids, environmental engineering and water resources courses. Her research focuses on drinking water quality and public health. She also co-advises the Society of Women Engineers at VMI.Dr. Kacie Caple
to master during the camp. This approach placed an additional cognitiveburden on students during the activity, detracting from its intended impact. To address this, futureiterations of the camp should integrate more practical, skill-focused instruction earlier in theprogram. Collaborating with the programming course to incorporate instruction on programmingand Arduino could make the BB84 QKD activity more interactive and less reliant onpre-assembled tools. This change would empower students to engage with the materials moredeeply and confidently. Introducing small-group collaborations or gamified elements could alsoincrease and enhance the collaboration among students. Finally, as this was my first experienceteaching a workshop of this kind
core curriculum.Within engineering, students often work as part of an integrated team. This was a new concept forstudents in the other disciplines. The “teamwork” almost became separate independent tracks thatcame together at the end. The teams seemed to work in a multidisciplinary rather than interdisciplinaryframework: each student in the team had their task to perform and those tasks were joined together at Proceedings of the 2025 ASEE Gulf-Southwest Annual Conference The University of Texas at Arlington, Arlington, TX Copyright © 2025, American Society for Engineering Education 7the end. In future offerings we
andunderstanding of their own teaching processes [3]. AI, especially in knowledge representation andelicitation, can significantly aid teachers’ metacognitive skills and professional development byenabling detailed, context-specific reflection and adaptive decision-making [3]. Researchers [4]investigate how generative AI, as an advanced innovative tool, can transform engineeringeducation by creating content, enhancing personalized learning, and updating curricula efficiently.Yelamathi et al. (2024) [4] collected data through literature reviews and analysis of AI tools fromengineering fields. They found that generative AI can improve personalized learning andstreamline curriculum updates, enhancing education quality. However, their study [4
helpsstudents take responsibility for their educational journey through a curriculum focusing on academicengagement and community-building. All full-time, first-time students enroll in a semester-longcourse that delivers this curriculum MWSU 1230. All sections are capped at 20 and include a facultyand/or staff mentor and a peer educator, who is responsible for delivering the common curriculum.A customized Mustangs Adventure Guidebook provides activities (adventures) and promptsreflecting the course goals and Student Learning Outcomes. Students meet weekly to reflect on anddiscuss their adventures. To earn credit for MWSU 1230, students must complete all assessmentsand five adventures, and may have no more than three absences
Virginia Tech. He holds degrees in Engineering Mechanics ( ©American Society for Engineering Education, 2025Hi everyone! Today, we are going to be talking about an effort we’ve implemented with ourcolleagues to support rural K-12 teachers in Southwest Virginia in integrating engineering intotheir curriculum, which involves surveying and interviewing K-12 teachers about theirperceptions of effective and ineffective professional development opportunities, as well as whatthey want to know about engineering and incorporating it into their curriculum, developing andfacilitating a two-day professional development workshop for some teachers over the summer,and maintaining the relationships formed during the workshop
multidisciplinary which includes using distinctexpertise from multiple disciplines to address a singular facet of a shared issue [6], [7]. Bruceet al. [8] emphasized that in multidisciplinary collaborations, research from individualdisciplines operate independently. Multidisciplinary work in engineering usually consists ofmembers from different engineering disciplines working on the same project [9], [10].Indeed, multidisciplinary work in engineering involves and integrates principles from variousengineering disciplines, such as mechanical, civil, and electrical, but the scope is still withinthe engineering field.InterdisciplinarityInterdisciplinary work entails the examination of an issue from multiple disciplinaryperspectives, which are then integrated
Brightspace, and Moodle throughstandard Learning Tools Interoperability (LTI) protocols.There are a number of advantages to integrating MOM into an LMS platform. At our institution,Canvas is used as the LMS. It is a relatively simple procedure to integrate MOM into a Canvascourse and it only has to be done once per semester per course. Once integrated, Canvas exportsthe student list to MOM and can be seen in the MOM gradebook. The integration can be set upso that homework deadlines are set up in Canvas and exported to MOM. One benefit of theintegration is that MOM exports the grades to the Canvas gradebook. Therefore, students andinstructors can see the grades in Canvas. While only the grades are exported to Canvas,instructors can see student answers
Systems.Dr. Kari J Lippert, University of South Alabama Dr. Kari Lippert, D.Sc., has over 45 years’ experience as a Systems Engineer serving in various roles in a wide variety of both commercial and government positions. She is currently an Assistant Professor in Systems Engineering at the University of South Alabama. She is a non-typical systems engineer having started her academic career in the biological sciences. She then moved into theoretical chemistry and biochemical simulation, then big data and databases, then systems, then cyberspace defense and network security. Analysis, design, implementation, integration, testing, requirements management, change management, risk, architecture, and process improvement – all
preparationinvolves developing students’ global identity and intercultural competence, which are crucial forsuccess in diverse environments [3]. Global identity refers to an individual’s sense of self as amember of the global community, encompassing awareness of global issues, appreciation forcultural diversity, and a sense of global responsibility [4].STEM education plays a pivotal role in addressing global challenges and driving innovation.However, STEM fields have traditionally focused on technical skills, often overlooking theimportance of intercultural competence and global awareness [5], [6] [7]. As STEM graduatesincreasingly work in multinational teams and on global projects, there is a growing recognitionof the need to integrate intercultural
PSI, Having presented the LLM system with our constraints, the which is relatively low but still needs to ensure integrity LLM suggested a T6 temper 6061 aluminum alloy for the under the conditions. project. It should be noted that multiple alloys were presented Corrosion Resistance: Since the manifold will come into by the LLM in its unabridged response, highlighting the contact with fuel and oils, the alloy should have good strengths and weaknesses of each alloy. It was then confirmed resistance to corrosion, especially in the presence of by the team that 6061 is an
misinformation, over-reliance on technology, academic paradox highlights the complex and evolving nature of instruc-dishonesty, algorithmic bias, and data privacy. These findings tor perspectives on AI adoption.highlight the necessity of transparency, ethical AI development,and regulatory oversight to build trust. Addressing these chal- Building trust in AI tools is a crucial factor in theirlenges is vital for successfully integrating AI into education, successful implementation. Studies have shown that trust infostering an inclusive and dynamic learning environment. This AI among educators depends on multiple factors, includingstudy offers valuable insights for future research and practice
goals and the collaborative nature of two Career Readiness modules were integrated into the coursethe planned activities. Since engineering problems often as extra-credit opportunities on the Blackboard site. Theserequire collective problem-solving and clear communication modules, developed by our institution’s Center for Careeramong team members, integrating these skills into the Readiness and Life Skills, include the Career & Self-curriculum helps students develop essential professional Development module and the Networking and Elevator Pitchbehaviors early in their education. The course structure, which module. Upon completing both modules, students earn oneincludes weekly team-based problem
integrating project management processes in undergraduate education. Her main goal is to understand how work management and product development practices widely used in industry can be modified and adapted to streamline undergraduate STEM education.Dr. Aparajita Jaiswal, Purdue University at West Lafayette (PPI) Aparajita Jaiswal is an Intercultural Research Specialist at the Center for Intercultural Learning, Mentoring, Assessment and Research (CILMAR), Purdue University. She completed her Ph.D. in 2022 from the Department of Computer and Information Technology, Purdue University. Her research interest lies at the intersection of Intercultural learning, Sociology of learning, Human-computer interaction, and STEM
Paper ID #49792GIFTS: Time Management as a Tool in a Stress Toolkit for First-Year EngineeringStudentsDr. Laura Ann Gelles, The University of Tennessee, Knoxville Laura Gelles is a teaching assistant professor in the Engineering Fundamentals program at the University of Tennessee Knoxville (UTK). Her previous work has focused on persistence and retention of engineering students, integrating social and environmental context into technical engineering curriculum, and mentoring and career resources for engineering graduate students.Prof. Laura Knight, The University of Tennessee, Knoxville Laura Knight is a Lecturer in the
, and PDM aremodern tools that help engineers in the design process and manufacturing of products. The growthof these PLM tools in engineering industries has presented a new challenge for engineeringeducators: how might PLM software training and education initiatives integrate into existingengineering curriculums? The main purpose of this research is to attempt to answer this questionthrough the implementation of a PLM system into an undergraduate research design team whileexamining the benefits and drawbacks of its use. An additional purpose is to bridge the gapbetween engineering curriculum and careers by training students in PLM tools.The case study was conducted with an undergraduate research team at Clemson University toimplement PLM tools
students atIntegration in Engineering Education the University of New Haven has provided initial insights A significant number of responses indicated a lack of into how AI technologies are currently used within thesuggestions or contentment with the status ("No," engineering curriculum. The feedback reveals a careful"N/A"), which may suggest either a satisfaction with the optimism about the role of AI in enhancing educationalcurrent integration of AI or a lack of engagement or outcomes, provided it is integrated thoughtfully andawareness about how it could be further enhanced. responsibly. Several respondents highlighted the need for AI to be
. IntroductionEmbedded systems or microcontroller application courses are typically found to be included in theEngineering Technology Curriculum for electronics systems and mechatronics programs [1][2]. TheElectronic Systems Engineering Technology (ESET) program at Texas A&M offers an embeddedsystem integration minor. Students learn about hardware and software aspects of embedded systemdevelopment. The embedded systems integration minor is available to engineering students as wellas students outside of the College of Engineering. In the ESET program, the core embedded systemcourses are also included in the bachelor’s degree curriculum.The author has been teaching embedded system courses including ESET 369, Embedded SystemSoftware. Students in this course
mimic some of the roles of a human tutor— such as hints for improvement [7]. The integration of AI-drivenproviding instant feedback, curriculum planning, content assessment tools also supports competency-based education,recommendation, automated grading and assessment, virtual where evaluations focus on a student’s ability to applyassistance, or creating custom learning materials at an concepts rather than on rote memorization. By continuouslyunprecedented scale, as shown in Fig. 1. monitoring progress and adapting to a learner’s needs, AI helps to create a more holistic picture of student
Intelligence (AI) in education and STEM education research.John O Ajamobe, Texas A&M University John Ajamobe is a doctoral student in the Department of Teaching, Learning, and Culture at Texas A&M University. He was a former high school educator and has an interdisciplinary background in economics and educational leadership. His research focuses on improving educational systems through advocacy for school safety, economics of education, and school accountability.Segun Timothy AjoseMr. Peter Oluwaseyi Oyewole, Kent State University, Kent Peter Oyewole is a doctoral candidate and teaching instructor at the School of Teaching Learning and Curriculum, Kent State University.Grace Iyinoluwa Olaitan
Engineering from the University of Pittsburgh. Dr. Barillas’s focus is on first-year engineering education, student engagement, interdisciplinary learning, and inclusive pedagogy. As Program Director for ID3EA, she has led curriculum development initiatives that integrate hands-on design, teamwork, and real-world problem-solving into the foundational course sequence. Her teaching emphasizes active learning, student-centered instruction, and the development of professional skills such as technical communication, collaboration, and ethical decision-making. Her research interests include interdisciplinary education, curriculum innovation, and the retention and success of underrepresented students in engineering
Innovation, is available tostudents through the University’s primary online course content Novel designs require an integration of psychology,site. Designed to help foster innovation in design, the module sociology, biomechanics, emerging health care needs andhelps bring awareness to the processes that engineers typically go functional design to address differences in human capabilitiesthrough to solve a problem. For this investigation, the Integrated and daily needs. Real life examples serve as an introductoryE-learning Module was applied in a senior biomedical guide for designers as they define individual population groupsengineering design course. The course challenged a team of five and
curriculum and teaching methods in public schools often reinforce traditional genderroles and may marginalize the contributions and experiences of women, particularlywomen of color. Addressing these biases is essential for creating an equitable educationsystem.CoNECD Presentation 2025 Acker Coley Johnson Sims Page 6 of 24The impact? These historical practices and systemic inequities have created a foundationof oppression that continues to influence the challenges and disparities faced in highereducation today.The solution? Intersectionality in Education - Understanding how race, gender, and classintersect in the experiences of female students is crucial for addressing equity ineducation. Initiatives that focus solely on
essential foundation forfostering student interest.”2 Peer Led Team Learning (PLTL), an active learning pedagogy, has alsoshown to improve student performance, retention, and commitment to engineering 3.This work-in-process paper presents an overview and early activities of an NSF funded project thataims at integrating PLTL and DT to foster engineering identity in MAE freshman and sophomorestudents. A survey questionnaire that combines measures on engineering identity, belonging, Proceedings of the 2025 ASEE Gulf-Southwest Annual Conference The University of Texas at Arlington, Arlington, TX Copyright 2025, American Society for Engineering Education
2025 ASEE Northeast Section Conference, March 22, 2025, University of Bridgeport, Bridgeport, CT, USA. Exploring Student Use of AI Tools in Heat Transfer and Finite Element Analysis Courses Rachmadian Wulandana Mechanical Engineering Program State University of New York (SUNY) New Paltz New Paltz, NY wulandar@newpaltz.edu Abstract— This study explores how students in Heat Transfer California State University to roll out an education-specificand Finite Element
A. Pilot Execution WPI conducted a market analysis to determine the The program was launched with an initial cohort ofdemand for SE awareness training. The findings indicated a professionals, graduate students, and corporate trainees.strong need for introductory SE courses, particularly for Marketing strategies included direct outreach to companies,professionals in interdisciplinary roles. Companies expressed social media campaigns, and integration with WPI’s continuinginterest in structured, modular learning that
influences early career engineers' ethicaland equity perspectives. Our findings highlight the diverse pathways through which ethics andequity are integrated into engineering practice.Conclusion: This study holds practical significance for engineering instructors, educationalinstitutions, and employers in the engineering field. Addressing issues related to ethics andequity in engineering education or practice requires integrating ethics and equity discussionsmore consistently across engineering curricula and workplace practices to foster a culture ofcontinuous ethical awareness and social responsibility. Also, encouraging engineering students toconnect with society and education beyond engineering is an important path to ethicaldevelopment.Keywords