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Articles 331 - 360 of 914
Full-Text Articles in Engineering Education
Insights From Two Decades Of P-12 Engineering Education Research, Cary I. Sneider, Mihir K. Ravel
Insights From Two Decades Of P-12 Engineering Education Research, Cary I. Sneider, Mihir K. Ravel
Journal of Pre-College Engineering Education Research (J-PEER)
The 21st century has seen a growing movement in the United States towards the adoption of engineering and technology as a complement to science education. Motivated by this shift, this article offers insights into engineering education for grades P-12, based on a landscape review of 263 empirical research studies spanning the two decades from January 2000 to June 2021. These insights are organized around three core themes: (1) students’ understandings, skills, and attitudes about engineering and technology; (2) effective methods of P-12 engineering education; and (3) benefits of P-12 engineering education. The insights are captured in the form of evidence-based …
Transforming Technology & Engineering Educator Inputs Into Desired Student Outputs Through Mechanism Analysis And Synthesis, Andrew J. Hughes, Chris Merrill
Transforming Technology & Engineering Educator Inputs Into Desired Student Outputs Through Mechanism Analysis And Synthesis, Andrew J. Hughes, Chris Merrill
Educational Leadership & Technology Faculty Publications
The intention of this article is to provide middle and high school Technology and Engineering Educators (T&EEs) with a more thorough understanding of an engineering approach to the teaching and learning of mechanics. During the teaching and learning of engineering content, in this case mechanics, the educator should attempt to align pedagogical content knowledge with engineering content knowledge and practices. T&EEs will also need to focus on terminology, structure, and applying theory to practical hands-on learning activities inside and outside of the classroom. T&EEs have the potential to foster middle and high school students’ mechanical knowledge and the ability to …
Enhancing Engineering Identity Among Boys Of Color, Jerrod Henderson, Virginia Snodgrass Rangel, James Holly Jr, Rick Greer, Mariam Manuel
Enhancing Engineering Identity Among Boys Of Color, Jerrod Henderson, Virginia Snodgrass Rangel, James Holly Jr, Rick Greer, Mariam Manuel
Journal of Pre-College Engineering Education Research (J-PEER)
Black and Brown men continue to be underrepresented in engineering. One explanation for the dearth of Black and Latino men in engineering is that engineering (and STEM) identity often is not inclusive of People of Color. As a result, Black and Brown boys may be less likely to become interested in STEM subjects. The purpose of this study, then, was to investigate how the components of one afterschool engineering program tap into engineering identity formation among fourth- and fifth-grade Black and Brown boys. Leveraging research on the STEM and engineering identity, we argue that the program and its key components …
Stem For All Showcase Report, Bruce G. Bukiet, James M. Lipuma
Stem For All Showcase Report, Bruce G. Bukiet, James M. Lipuma
STEM Month
This article and the associated STEM for all showcase submission video (https://www.youtube.com/watch?v=Clps427rdDc) was presented at the NSF 2021 STEM FOR ALL COVID, Equity & Social Justice Conference, May 11-18.
This article provides a description of the development of the STEM in your Home project in the STEM for Success initiative.
Scope Process: Fostering Students' Design Outcome Effectiveness, Andrew J. Hughes, Cameron D. Denson
Scope Process: Fostering Students' Design Outcome Effectiveness, Andrew J. Hughes, Cameron D. Denson
Educational Leadership & Technology Faculty Publications
The purpose of this article is to help Technology and Engineering Educators scaffold engineering design and problem-solving experiences so that students taking technology and engineering courses will develop an improved ability to design. Technology and Engineering Education seems to increasingly focus on problem-solving, design, and engineering. Technology and Engineering Education is not the only discipline with this focus. The fact that both Science and Technology and Engineering Education are similarly focused on the teaching and learning of engineering begs the question of what separates technology and engineering educators from science educators in the teaching of engineering? Lewis (2004) cautioned that …
Mechanism Design And Analysis: Developing An Understanding Of Mechanism Motion Through Graphical Modeling, Andrew J. Hughes, Chris Merrill
Mechanism Design And Analysis: Developing An Understanding Of Mechanism Motion Through Graphical Modeling, Andrew J. Hughes, Chris Merrill
Educational Leadership & Technology Faculty Publications
The intention of this article is to provide Technology and Engineering Educators with foundational knowledge of mechanism design and analysis and the ability to develop middle and high school students' mechanism knowledge during practical hands-on learning activities in the STEM classroom. Technology and Engineering Educators' implementation of mechanism design and analysis could promote students' increased depth of mechanical knowledge and ability to apply this knowledge during engineering design challenges. In this article, the authors present an introduction to four-bar mechanism design and analysis using CAD software to produce graphical representations. After designing mechanisms graphical, students should be allowed to produce …
The Identification Of Future Professional Skills For The Graduate Structural Engineer And The Co-Creation Of Their Definitions., Aimee Byrne, Una Beagon, Darren Carthy, Patrick Crean, Caitriona Depaor, Louise Lynch, Dervilla Niall
The Identification Of Future Professional Skills For The Graduate Structural Engineer And The Co-Creation Of Their Definitions., Aimee Byrne, Una Beagon, Darren Carthy, Patrick Crean, Caitriona Depaor, Louise Lynch, Dervilla Niall
Conference Papers
Employers recognise that the future is changing and as such the structural engineer’s role is changing along with the skill set required. The skills gap has been acknowledged yet there is no consensus on which skills are most important for these engineers. This research presents the outcome of a project which proposes future professional skills needs for the structural engineer and the co-creation of their definitions. A review of the most recent relevant literature alongside chartership requirements of the Institution of Structural Engineers (IStructE) and Engineers Ireland (EI), as well as consideration of three seminal consultation and analysis reports on …
Teaching Learning Newsletter Vol 1 Issue 3, Sastra Deemed To Be University
Teaching Learning Newsletter Vol 1 Issue 3, Sastra Deemed To Be University
TLC Newsletter
No abstract provided.
Tinkering With Theoretical Objects: Designing Theories In Scientific Inquiry, Shakayla Moran, Leslie Atkins Elliott
Tinkering With Theoretical Objects: Designing Theories In Scientific Inquiry, Shakayla Moran, Leslie Atkins Elliott
Curriculum, Instruction, and Foundational Studies Faculty Publications and Presentations
The EDISIn Project (Engineering Design in Scientific Inquiry), taught in an undergraduate teacher preparation program, is investigating where engineering design opportunities emerge within contexts of scientific inquiry, with implications for how science teachers might productively engage in engineering design in their science courses without compromising on either the science or the engineering. In some inquiries, the opportunities for engineering were obvious, particularly with respect to novel experimental designs and in developing physical representations of models. In other inquiries, however, the investigations were either largely theoretical or the experimental designs were readily developed without a need for deliberate attention to design …
Design-Based Research: Students Seeking Co-Op In Refined Educational Model, Dennis Rogalsky, Ron Ulseth
Design-Based Research: Students Seeking Co-Op In Refined Educational Model, Dennis Rogalsky, Ron Ulseth
Integrated Engineering Department Publications
This research paper continues a longitudinal implementation of a design-based research (DBR) study/implementation for a new co-op centric educational model. This is a benchmarking study by the university program.
The new model is an adaptation of two recently recognized (by a 2018 MIT report) emerging world-leading engineering educational models, Charles Sturt University (Australia) and Iron Range Engineering (Minnesota). Adapted from Charles Sturt is the co-op model whereby students spend an initial on-campus period and then combine co-op work placements and on-line learning all the way to degree completion. Adapted from Iron Range are the curricular strategies that empower a graduate …
Development Of A Smart Grid Course In An Electrical Engineering Technology Program, Murat Kuzlu, Otilia Popescu, Vukica M. Jovanovic
Development Of A Smart Grid Course In An Electrical Engineering Technology Program, Murat Kuzlu, Otilia Popescu, Vukica M. Jovanovic
Engineering Technology Faculty Publications
Electric power systems courses have been traditionally offered by electrical engineering technology programs for a long time, with the main objective to introduce students to the fundamental concepts in the field of electric power systems and electrical to mechanical energy conversion. A typical electric power systems course covers a variety of topics, such as general aspects of electric power system design, electric generators, components of transmission and distribution systems, power flow analysis, system operation, and performance measures. In the last decades, electric power systems have significantly modernized alongside with requirement of improvement in system efficiency, reliability, cybersecurity, and environmental sustainability. …
Expanding A Mechanical Engineering Technology Curriculum To Include Additive Manufacturing, Hamid Eisazadeh, Mona Torabizadeh
Expanding A Mechanical Engineering Technology Curriculum To Include Additive Manufacturing, Hamid Eisazadeh, Mona Torabizadeh
Engineering Technology Faculty Publications
Additive Manufacturing (AM) has become a game changer for the manufacturing industry. With growing implementation of AM in various industries, it is the responsibility of different levels of education to expose students to AM technologies and to integrate AM into their curriculum. It is well known that students who gain the skillsets of today’s industry have a better chance in getting a competitive job. In response to this need, a new senior level elective course on AM, has been developed for the first time in Old Dominion University (ODU) region in the South. The course was developed and taught by …
The Influence Of Participation In A Multi-Disciplinary Collaborative Service Learning Project On The Effectiveness Of Team Members In A 100-Level Mechanical Engineering Class, Stacie I. Ringleb, Pilar Pazos, Julia Noginova, Francisco Cima, Orlando Ayala, Krishnanand Kaipa, Jennifer Kidd, Kristie Gutierrez
The Influence Of Participation In A Multi-Disciplinary Collaborative Service Learning Project On The Effectiveness Of Team Members In A 100-Level Mechanical Engineering Class, Stacie I. Ringleb, Pilar Pazos, Julia Noginova, Francisco Cima, Orlando Ayala, Krishnanand Kaipa, Jennifer Kidd, Kristie Gutierrez
Mechanical & Aerospace Engineering Faculty Publications
Engineers need to develop professional skills, including the ability to work successfully in teams and to communicate within and outside of their discipline, in addition to required technical skills. A collaborative multi-disciplinary service learning project referred to as Ed+gineering was implemented in a 100-level mechanical engineering course. In this collaboration, mechanical engineering students, primarily in the second semester of their freshman year or first semester of their second year, worked over the course of a semester with education students taking a foundations course to develop and deliver engineering lessons to fourth or fifth graders. Students in comparison engineering classes worked …
Senior Elective Communications Systems Courses As Pathways To Capstone Projects In Electrical Engineering Technology Program, Otilia Popescu, Murat Kuzlu
Senior Elective Communications Systems Courses As Pathways To Capstone Projects In Electrical Engineering Technology Program, Otilia Popescu, Murat Kuzlu
Engineering Technology Faculty Publications
In any engineering program the capstone project is the most comprehensive work completed by the students, and is regarded as the pinnacle of their engineering studies, with all their course work culminating with this major design, implementation and reporting product. Coming up with the actual topic of the project is sometimes the most difficult part of the project, especially in programs where the project topics are not solely proposed by the faculty, and they are for the student and advisor to develop together. This is especially the case of engineering technology programs, where a large percentage of students have work …
A Look Into Increasing The Number Of Veterans And Former Government Employees Converting To Career And Technical Cybersecurity Teachers, Vukica M. Jovanovic, Michael Anthony Crespo, Drew E. Brown, Deborah Marshall, Otilia Popescu, Murat Kuzlu, Petros J. Katsioloudis, Linda Vahala
A Look Into Increasing The Number Of Veterans And Former Government Employees Converting To Career And Technical Cybersecurity Teachers, Vukica M. Jovanovic, Michael Anthony Crespo, Drew E. Brown, Deborah Marshall, Otilia Popescu, Murat Kuzlu, Petros J. Katsioloudis, Linda Vahala
Engineering Technology Faculty Publications
The current state of technology with recent explosions in the digital processing of paperwork, computer networking use, and online and virtual approaches to areas, which until very recently had traditional and non-computerized ways of operating, led to a steady increase in the demand for jobs in the area of computer science and cybersecurity. The education system, the pipeline for the incoming workforce, needs to keep up with this tremendous pace in technology and the job market. The current K-12 school system has been extensively challenged to fill out necessary positions in order to address the increasing need for programs that …
More Than Mechanisms: Shifting Ideologies For Asset-Based Learning In Engineering Education, Brian E. Gravel, Eli Tucker-Raymond, Aditi Wagh, Susan Klimczak, Naeem Wilson
More Than Mechanisms: Shifting Ideologies For Asset-Based Learning In Engineering Education, Brian E. Gravel, Eli Tucker-Raymond, Aditi Wagh, Susan Klimczak, Naeem Wilson
Journal of Pre-College Engineering Education Research (J-PEER)
Learning spaces, the practices in which people engage, and the representations they use are ideological. Ideologies are coherent constellations of values, beliefs, and practices that impose order on how disciplines like engineering operate. Historically, engineering spaces have been dominated by a relatively technocratic, rationalistic, and exclusionary ideology, but more recent attention to asset-based approaches to engineering education offers transformative promise. Asset-based ideologies can reshape images of legitimized engineering practice, recasting engineering education to disrupt dominant exclusionary ideologies. This paper describes an assets-based learning space, SETC, that recaptures the imagination of engineering for technological and social change. Drawing from extensive ethnographic …
Making Makers: Tracing Stem Identity In Rural Communities, Jessie Nixon, Andy Stoiber, Erica Halverson, Michael Dando
Making Makers: Tracing Stem Identity In Rural Communities, Jessie Nixon, Andy Stoiber, Erica Halverson, Michael Dando
Journal of Pre-College Engineering Education Research (J-PEER)
In this article, we describe efforts to reduce barriers of entry to pre-college engineering in a rural community by training local teens to become maker-mentors and staff a mobile makerspace in their community. We bring a communities of practice frame to our inquiry, focusing on inbound and peripheral learning and identity trajectories as a mechanism for representing the maker-mentor experience. Through a longitudinal case study, we traced the individual trajectories of five maker-mentors over two years. We found a collection of interrelated factors present in those students who maintained inbound trajectories and those who remained on the periphery. Our research …
Funds Of Knowledge As Pre-College Experiences That Promote Minoritized Students’ Interest, Self-Efficacy Beliefs, And Choice Of Majoring In Engineering, Dina Verdín, Jessica M. Smith, Juan Lucena
Funds Of Knowledge As Pre-College Experiences That Promote Minoritized Students’ Interest, Self-Efficacy Beliefs, And Choice Of Majoring In Engineering, Dina Verdín, Jessica M. Smith, Juan Lucena
Journal of Pre-College Engineering Education Research (J-PEER)
Pre-college experiences both inside and outside of the classroom inform students’ interest in science, technology, engineering, and mathematics (STEM)-related activities, help them evaluate their knowledge and skills in various tasks, and shape their perceptions of themselves as individuals who can participate in STEM. Yet little empirical research examines the valuable pre-college knowledge, practices, and skills that minoritized students acquire through their home experiences and how they can support students’ transition into an engineering pathway. This study addresses this gap by investigating how students’ funds of knowledge support their interest in engineering, self-efficacy beliefs, and certainty of pursuing an engineering major. …
Real-Life Conundrums In The Struggle For Institutional Transformation, Julia Mcquillan, Nestor Hernandez
Real-Life Conundrums In The Struggle For Institutional Transformation, Julia Mcquillan, Nestor Hernandez
Department of Sociology: Faculty Publications
Intersecting systems of inequality (i.e., gender and race/ethnicity) are remarkably resistant to change. Many universities, however, seek National Science Foundation Institutional Transformation awards to change processes, procedures, and cultures to make science, technology, engineering, and mathematics (STEM) departments more inclusive. In this article we describe a case study with observations for eight years of before (2000–2007), five during (2008–2013), and seven after (2014–2020) intensive efforts to increase women through reducing barriers and increasing access to women. Finally, we reflect on flawed assumptions built into the proposal, the slow and uneven change in the proportion of women over time, the strengths …
Transnational Latinx Youths’ Workplace Funds Of Knowledge And Implications For Assets-Based, Equity-Oriented Engineering Education, Amy Wilson-Lopez, Jorge Acosta-Feliz
Transnational Latinx Youths’ Workplace Funds Of Knowledge And Implications For Assets-Based, Equity-Oriented Engineering Education, Amy Wilson-Lopez, Jorge Acosta-Feliz
Journal of Pre-College Engineering Education Research (J-PEER)
Due to economic inequality in society, millions of Latinx high school youth work after-school jobs and summer jobs in order to provide additional income for their families. The purpose of this qualitative study, conducted with transnational Latinx youth, was to identify the engineering-related skills and bodies of knowledge they developed and applied while in different workplaces. This study is framed in complementary theories of funds of knowledge, Vygotskian theories of mediated action, and theories of resistant capital. Specifically, this study is based in the premise that youth can develop engineering-related funds of knowledge through tool-mediated, goal-directed activities jointly conducted with …
The Ingenuity Of Everyday Practice: A Framework For Justice-Centered Identity Work In Engineering In The Middle Grades, Angela M. Calabrese Barton, Kathleen Schenkel, Edna Tan
The Ingenuity Of Everyday Practice: A Framework For Justice-Centered Identity Work In Engineering In The Middle Grades, Angela M. Calabrese Barton, Kathleen Schenkel, Edna Tan
Journal of Pre-College Engineering Education Research (J-PEER)
Inequities in opportunities to learn and become in engineering, especially for minoritized youth, are enduring and systemic. How students experience engineering education, through curriculum, pedagogy, and teacher/student interactions, all shape opportunities for identity development. In this paper we draw upon cultural studies and critical ethnography to explore how and why students engage in engineering for sustainable communities and its relationship to their identity work. We ground our work in a justice-centered asset-based stance that centers how people’s lived lives and community wisdom yield powerful forms of cultural knowledge/practice relevant to learning and engaging in science, technology, engineering, and mathematics. We …
Elementary Teacher Adaptations To Engineering Curricula To Leverage Student And Community Resources, Jennifer L. Chiu, Sarah J. Fick, Kevin W. Mcelhaney, Nonye Alozie, Reina Fujii
Elementary Teacher Adaptations To Engineering Curricula To Leverage Student And Community Resources, Jennifer L. Chiu, Sarah J. Fick, Kevin W. Mcelhaney, Nonye Alozie, Reina Fujii
Journal of Pre-College Engineering Education Research (J-PEER)
This paper addresses an important consideration for promoting equitable engineering instruction: understanding how teachers contextualize curricular materials to draw upon student and community resources. We present a descriptive case study of two 5th grade teachers who co-designed a Next Generation Science Standards (NGSS)-aligned curricular unit that integrated science, engineering, and computational modeling. The five-week project challenged students to redesign their school grounds to reduce water runoff and increase accessibility for students with disabilities. The teachers implemented the project with one Grade 5 class with a large proportion of students having individualized learning plans and cultural backgrounds minoritized in science, technology, …
Equitizing Engineering Education By Valuing Children’S Assets: Including Empathy And An Ethic Of Care When Considering Trade-Offs After Design Failures, Pamela S. Lottero-Perdue, John Settlage
Equitizing Engineering Education By Valuing Children’S Assets: Including Empathy And An Ethic Of Care When Considering Trade-Offs After Design Failures, Pamela S. Lottero-Perdue, John Settlage
Journal of Pre-College Engineering Education Research (J-PEER)
The broad case being made in this paper is that recognizing student assets—rather than focusing on deficits—is essential for making engineering education more equitable. The paper begins with our exploration of an epistemic practice of engineering, ‘‘making trade-offs,’’ as enacted by kindergartners after experiencing design failure and during redesign. We then acknowledge through a reexamination of data that our understanding of children’s grappling about a trade-off was incomplete without considering another asset that children brought to the design experience: ‘‘enacting empathy and an ethic of care.’’ We argue for the inclusion of this asset as an epistemic practice of engineering. …
Stem Education In The Early Childhood Classroom, Julia Biagiotti
Stem Education In The Early Childhood Classroom, Julia Biagiotti
Honors Program Theses and Projects
This qualitative study focuses on the type of STEM education students are getting at the early childhood level (PK-2). Based on gaps found in literature, an interview protocol was created and six participants with various careers in the field of STEM education were interviewed. The research was concentrated on trying to determine what components of STEM education make it successful in the early childhood classroom. All of the interview responses were analyzed and coded and determined the results found below. A few integral parts of a successful STEM education seem to be curiosity, asking questions and a hands-on component, but …
Contributing To Engineering Colleges Students' Development Through Out-Of-Class Involvement: A Survey Of Chinese Private Colleges' Engineering Students, Wanlu Li
Education (PhD) Dissertations
The purpose of this study was to investigate the primary characteristics of engineering college students’ involvement in out-of-class activities (OA) at one private college in China through the use of the translated and culturally adapted Chinese version of the Postsecondary Student Engagement Survey (PosSES 2.1). This study provides the statistical analyses of the survey data completed by 283 senior engineering students on their perceptions about their levels of involvement related to positive/negative outcomes students perceive and affective engagement. Data results showed all levels of involvement have a significant influence on positive outcomes. Besides, active involvement degree, hours, and types of …
You Want Me To Teach Engineering? Impacts Of Recurring Experiences On K-12 Teachers’ Engineering Design Self-Efficacy, Familiarity With Engineering, And Confidence To Teach With Design-Based Learning Pedagogy, Shaunna Smith, Kimberly Talley, Araceli Ortiz, Vedaraman Sriraman
You Want Me To Teach Engineering? Impacts Of Recurring Experiences On K-12 Teachers’ Engineering Design Self-Efficacy, Familiarity With Engineering, And Confidence To Teach With Design-Based Learning Pedagogy, Shaunna Smith, Kimberly Talley, Araceli Ortiz, Vedaraman Sriraman
Journal of Pre-College Engineering Education Research (J-PEER)
This paper reports on findings from a group of ten teachers who were enrolled in a semester-long, graduate-level educational technology course that used design-based learning to explore the integration of making and the engineering design process into a variety of K-12 educational contexts. Using convergent mixed methods, this study examines how the course impacted teachers’ familiarity and confidence in teaching the engineering design process, as viewed through their pre- and post-semester engineering design self-efficacy scores and their weekly reflective journal entries. These measures are important factors for developing teacher experience and confidence in integrating engineering and design-based learning strategies within …
Small Gas Engines Interactive Notebook, P. Troy White
Small Gas Engines Interactive Notebook, P. Troy White
STEM & Agricultural Education Curriculum Resources
A Small Gas Engines interactive notebook to help prepare students for the Briggs & Stratton Master Service Technician Exam 1.
The Influence Of Policy Implementation In The Midwest: How A Sstem Program Broadens Participation And Enhances Engineering Identity For Community College Students, Sarah L. Rodriguez, Maria L. Espino, Brian D. Le, Kelly J. Cunniham
The Influence Of Policy Implementation In The Midwest: How A Sstem Program Broadens Participation And Enhances Engineering Identity For Community College Students, Sarah L. Rodriguez, Maria L. Espino, Brian D. Le, Kelly J. Cunniham
Faculty Publications
This qualitative research study describes how a Midwest community college’s implementation of an Scholarships in Science, Technology, Engineering, and Mathematics (SSTEM) program influences engineering identity development for its students with financial need. Using a phenomenological approach, the study finds that the program enables community college students to have greater financial freedom and an ability to focus on engineering identity. In addition, the SSTEM program enhances student connections with STEM faculty, program staff, and peers. The study highlights the need for creating spaces for engineering identity development, developing connections between faculty, staff, and students, and enhancing transfer connections through different experiences. …
Intersecting Engineering And Literacies: A Review Of The Literature On Communicative Literacies In K-12 Engineering Education, Katarina N. Silvestri, Michelle E. Jordan, Patricia Paugh, Mary B. Mcvee, Diane L. Schallert
Intersecting Engineering And Literacies: A Review Of The Literature On Communicative Literacies In K-12 Engineering Education, Katarina N. Silvestri, Michelle E. Jordan, Patricia Paugh, Mary B. Mcvee, Diane L. Schallert
Journal of Pre-College Engineering Education Research (J-PEER)
Given the increased attention on pre-college engineering education and its disciplinary nature pertaining to language, discourses, and communicative practices, this state-of-the-art literature review focused on findings of research articles informed by qualitative and quantitative data to foreground communicative literacies within engineering design teams at the pre-college level. A disciplinary literacies framework was used to interpret and analyze published works in this particular domain. A search, selection, and inclusion process typical for state-of-the-art reviews yielded 33 studies. Constant comparison and open-coding led to clustering studies under five overarching themes in ranked order of frequency of occurrence pertaining to: (a) engineering disciplinary …
Unsupervised Data Mining Technique For Clustering Library In Indonesia, Robbi Rahim, Joseph Teguh Santoso, Sri Jumini, Gita Widi Bhawika, Daniel Susilo, Danny Wibowo
Unsupervised Data Mining Technique For Clustering Library In Indonesia, Robbi Rahim, Joseph Teguh Santoso, Sri Jumini, Gita Widi Bhawika, Daniel Susilo, Danny Wibowo
Library Philosophy and Practice (e-journal)
Organizing school libraries not only keeps library materials, but helps students and teachers in completing tasks in the teaching process so that national development goals are in order to improve community welfare by producing quality and competitive human resources. The purpose of this study is to analyze the Unsupervised Learning technique in conducting cluster mapping of the number of libraries at education levels in Indonesia. The data source was obtained from the Ministry of Education and Culture which was processed by the Central Statistics Agency (abbreviated as BPS) with url: bps.go.id/. The data consisted of 34 records where the attribute …