More Like this

1. Developing Middle School Students' AI Literacy

   https://doi.org/10.1145/3408877.3432513  

   Lee, Irene; Ali, Safinah; Zhang, Helen; DiPaola, Daniella; Breazeal, Cynthia (March 2021, SIGCSE '21: Proceedings of the 52nd ACM Technical Symposium on Computer Science Education)

   null (Ed.)

   In this experience report, we describe an AI summer workshop designed to prepare middle school students to become informed citizens and critical consumers of AI technology and to develop their foundational knowledge and skills to support future endeavors as AI-empowered workers. The workshop featured the 30-hour "Developing AI Literacy" or DAILy curriculum that is grounded in literature on child development, ethics education, and career development. The participants in the workshop were students between the ages of 10 and 14; 87% were from underrepresented groups in STEM and Computing. In this paper we describe the online curriculum, its implementation during synchronous online workshop sessions in summer of 2020, and preliminary findings on student outcomes. We reflect on the successes and lessons we learned in terms of supporting students' engagement and conceptual learning of AI, shifting attitudes toward AI, and fostering conceptions of future selves as AI-enabled workers. We conclude with discussions of the affordances and barriers to bringing AI education to students from underrepresented groups in STEM and Computing. 

   more » « less
2. Lessons from an Online Multidisciplinary Undergraduate Summer Research Program

   Gobbert, Matthias K; Wang, Jianwu (December 2021, The 17th International Conference on Frontiers in Education: Computer Science & Computer Engineering (FECS'21))

   During 2018, 2019, and 2020, the UMBC CyberTraining initiative “Big Data + HPC + Atmospheric Sciences” created an online team-based training program for advanced graduate students and junior researchers that trained a total of 58 participants. The year 2020 included 6 undergraduate students. Based on this experience, the authors created the summer undergraduate research program Online Interdisciplinary Big Data Analytics in Science and Engineering that will conduct 8-week online team-based undergraduate research programs (bigdatareu.umbc.edu) in the summers 2021, 2022, and 2023. Given the context of many institutions potentially expanding their online instruction, we share our experiences how the successful lessons from CyberTraining transfer to a high-intensity full-time online summer undergraduate research program. 

   more » « less
3. Best Practices and Lessons Learned on Organizing Effective Cohort-based Undergraduate Summer Research during COVID-19

   Hou, Daqing; Liu, Yu (August 2022, 2022 ASEE Annual Conference & Exposition)

   This paper summarizes the best practices and lessons learned from organizing an effective remote REU Site during COVID-19. Our REU Site is a three-year program that is designed to offer closely-mentored summer research experience to a cohort of ten students in each of the three years. COVID-19 has disrupted our site by forcing us to split our second cohort to two groups, two students in summer 2020 and seven students in summer 2021. However, the experience that we gained in summer 2020 by mentoring the two students virtually online has provided us with the confidence that a virtual REU Site with a larger group can be as effective as in person and on campus. To further improve the quality of our REU Site in the on-line mode, we have applied multiple novel practices. Specifically, before the start of the 2021 REU site we as the site co-directors proactively worked with mentors to better understand the needs of the defined research projects. Subsequently, we tailored the topics covered by the crash course of our site to the needs of the research projects as well as purposefully increasing active learning activities and student interactions. In lieu of the previous in-person bond building activity (a two-day high rope course in a nearby camp), we added virtual scavenger image hunt in orientation and game nights every Wednesday. During the ten weeks, we also organized a half-hour daily check-in and check-out in the morning and afternoon respectively, through which students got ample opportunities to speak in a group setting about their own accomplishments and challenges for the day as well as their plans for the next day. Moreover, a PhD pathways panel and several professional development seminars on Graduate School and the research process were successfully organized to motivate students to pursue a research career. To facilitate communication, our site adopted multiple software tools (slack, google calendar, zoom, and moodle). An independent evaluator evaluated our program through online pre- and post-program surveys for both students and mentors as well as a focus group discussion with students. The evaluation report indicates significant improvement from the summer 2021 site regarding student satisfaction compared to the previous summer 2019 on-site program. Detailed quantitative analysis and lessons learned from the report will be presented in this paper to offer valuable experience and best practices for organizing effective cohort-based undergraduate research programs. 

   more » « less
4. Biologically Inspired Design For Engineering Education: Online Teacher Professional Learning (Evaluation)

   https://doi.org/10.18260/1-2--36749  

   Alemdar, Meltem; Ehsan, Hoda; Cappelli, Christopher; Kim, Euisun; Moore, Roxanne; Helms, Michael; Rosen, Jeffrey; Weissburg, Marc (July 2021, American Society of Engineering education)

   Biologically inspired design has become increasingly common in graduate and undergraduate engineering programs, consistent with an expanding emphasis by professional engineering societies on cross-disciplinary critical thinking skills and adaptive and sustainable design. However, bio-inspired engineering is less common in K-12 education. In 2019, the NSF funded a K-12 project entitled Biologically Inspired Design for Engineering Education (BIRDEE), to create socially relevant, accessible, and highly contextualized high school engineering curricula focusing on bio-inspired design. Studies have shown that women and underrepresented minorities are drawn to curricula, courses, and instructional strategies that are integrated, emphasize systems thinking, and facilitate connection building across courses or disciplines. The BIRDEE project also seeks to interest high school girls in engineering by providing curricula that incorporate humanistic, bio-inspired engineering with a focus on sustainable and authentic design contexts. BIRDEE curricula integrate bio-inspired design into the engineering design process by leveraging design tools that facilitate the application of biological concepts to design challenges. This provides a conceptual framework enabling students to systematically define a design problem, resulting in better, more well-rounded problem specifications. The professional development (PD) for the participating teachers include six-week-long summer internships in university research laboratories focused on biology and bio-inspired design. The goal of these internships is to improve engineering teachers’ knowledge of bio-inspired design by partnering with cutting-edge engineers and scientists to study animal features and behaviors and their applications to engineering design. However, due to COVID-19 and research lab closures in the summer of 2020, the research team had to transfer the summer PD experience to an online setting. An asynchronous, quasi-facilitated online course was developed and delivered to teachers over six weeks. In this paper, we will discuss online pedagogical approaches to experiential learning, teaching bio-inspired design concepts, and the integration of these approaches in the engineering design process. Central to the online PD design and function of each course was the use of inquiry, experiential and highly-collaborative learning strategies. Preliminary results show that teachers appreciated the aspects of the summer PD that included exploration, such as during the “Found Object” activity, and the process of building a prototype. These activities represented experiential learning opportunities where teachers were able to learn by doing. It was noted throughout the focus group discussions that such opportunities were appreciated by participating teachers. Teachers indicated that the experiential learning components of the PD allowed them to do something outside of their comfort zone, inspired them to do research that they would not have done outside of this experience, and allowed them to “be in the student's seat and get hands-on application”. By participating in these experiential learning opportunities, teachers were also able to better understand how the BIRDEE curriculum may impact students’ learning in their classrooms 

   more » « less
5. A Model of Science, Technology, Engineering, and Mathematics Remote Research-Based Learning

   https://doi.org/10.1525/abt.2024.86.1.24  

   Arango-Caro, Sandra; Ying, Kaitlyn; Lee, Isabel; Parsley, Kathryn; Callis-Duehl, Kristine (January 2024, The American Biology Teacher)

   Opportunities for research-based learning at the high school level are limited, and with the COVID-19 pandemic, these have been further reduced. Such opportunities are particularly scarce for authentic research experiences (AREs), which allow students to identify as scientists by collecting data that contributes to scientists’ research. In response to the COVID-19 pandemic, we adapted two of our AREs for classroom settings, as remote independent research experiences for students to conduct from home. User guides and protocols from the AREs, Genotype-to-Phenotype Research with Corn and Discover Volvox Development, were adapted to instruct high school students to work on their own with the guidance of scientists and ARE coordinators. These independent authentic research experiences (IAREs) were implemented in the summer of 2020 and have since been available to students. Student responses to reflection questions and the Laboratory Course Assessment Survey indicate that IAREs provide students with significant gains including learning science content and research practices, collaborating with scientists, facing and resolving challenges, and contributing to scientific research. 

   more » « less