Being the pioneer for TVE teacher training and the only Faculty that is dedicated to TVE in Malaysia, KUiTTHO is engaging in continual improvements of its programmes. The
Faculty of Technical Education (FPTEK) becomes the main trainer/teacher/lecturers for the technical school, community colleges and polytechnics in the then Ministry of Education.
Being the pioneer for TVE teacher training and the only Faculty that is dedicated to TVE in Malaysia, KUiTTHO is engaging in continual improvements of its programmes. The
Faculty of Technical Education (FPTEK) becomes the main trainer/teacher/lecturers for the technical school, community colleges and polytechnics in the then Ministry of Education.
ABET Accreditation Alert:
Engineering Accreditation Commission:
Proposed Revisions to Criteria 3 and 5
ABET's Accreditation Alerts summarize important changes in the Accreditation Criteria and the Accreditation Policy and Procedure Manual (APPM).
Proposed Changes: Feedback Requested
The EAC of ABET is currently soliciting observations from its constituents. You can send us your comments on these potential revisions through this form.
Importance of Outcome Based Education (OBE) in the Quality Enhancement of Hig...Md. Nazrul Islam
Outcome-Based Education (OBE),
Traditional Education system
Comparison of Traditional and Outcome-based education
Focus and Benefits of OBE
Origin of OBE
Program Educational Objectives (PEOs).
Program Outcomes (PO)
OBE Framework Mappings
Attainment of Outcomes:
Conclusion
References
CONSTRUCTION AND APPLICATION OF PROJECT DRIVEN "ONE BODY, TWO WINGS AND THREE...ijejournal
In view of the lack of engineering practice ability of software engineering students, the "one body, two wings and three stages" teaching mode running through the project is applied to the teaching process. Through the construction of double project driven and double tutor guidance, students' engineering practice ability has been cultivated, and certain results have been achieved, which provides a reference for the construction of project driven Teaching in related majors.
Development of Indonesian National Qualification Framework-Based teaching mod...IJAEMSJORNAL
The learning model developed in this study is a whole series of presentation of teaching material that covers all aspects before being and after learning conducted by lecturers by including teaching materials in the teaching and learning process. The learning model developed is called QI MODELS with the syntax: Goals, Observation, Project, Discussion, Task, Practice, Meaningful, Justification, and Evaluation. Teaching material contains a set of material from the course "Instructional Media Design" that is arranged systematically so that lecturers and students can use it in the learning process in an atmosphere and a comfortable environment for learning. To see the effectiveness of the product an analysis of the learning outcomes of the 26 students taught using the Instructional Media Design textbook developed, and compared with the learning outcomes of students in the class taught with presentation material. Based on the analysis, the average value of basic competencies using instructional materials for Indonesian National Qualification Framework (INQF)-based Instructional Media Design is higher than the average value of students who use presentation materials. Testing the hypothesis used is a different test. From the calculation results obtained tcount = 7.63 while ttable = 2.01. Because tcount = 7.63>ttable = 2.01, it was concluded that there was a significant difference in students' learning achievement using Instructional Media Design textbooks and using presentation material. The effectiveness of the use of Instructional Media Design textbooks is 79.09%.
Dr. Kritsonis has traveled and lectured extensively throughout the United States and world-wide. Some international travels include Australia, New Zealand, Tasmania, Turkey, Italy, Greece, Monte Carlo, England, Holland, Denmark, Sweden, Finland, Russia, Estonia, Poland, Germany, Mexico, the Caribbean Islands, Mexico, Switzerland, Grand Cayman, Haiti, St. Maarten, St. John, St. Thomas, St. Croix, St. Lucia, Puerto Rico, Nassau, Freeport, Jamaica, Barbados, Martinique, Canada, Curacao, Costa Rico, Aruba, Venezuela, Panama, Bora Bora, Tahiti, Latvia, Spain, Honduras, and many more. He has been invited to lecture and serve as a guest professor at many universities across the nation and abroad.
CS0: A Project Based, Active Learning Coursedrboon
The recruitment and retention of students in early computer programming classes has been the focus of many Computer Science and Informatics programs. This paper describes an initiative underway at Indiana University South Bend to improve the retention rate in computer science and informatics. The approach described in this work is inspired by the SCALE-UP project, and describes the design and implementation of an instructor-guided, active learning environment which allows students to gradually acquire the necessary critical thinking, problem solving, and programming skills required for success in computer science and informatics.
Impact of Student Satisfaction on Teaching Practice: A Case Study of Engineer...researchinventy
This article presents the results of a student satisfaction study of an engineering program in relation to the quality of training received. The objective is to evaluate the existing system and propose a qualitative approach directing teaching practices to better meet the expectations of different stakeholders. As an indicator of performance of the process of teaching, descriptive statistical analysis of the level of student satisfaction evaluated using a questionnaire will confirm the usefulness of the proposed conceptual framework to improve the quality of training.
Leadership and learning with revisions dr. lisa bertrand-nfeasj (done)William Kritsonis
NATIONAL FORUM JOURNALS are a group of national and international refereed, blind-reviewed academic journals. NFJ publishes articles academic intellectual diversity, multicultural issues, management, business, administration, issues focusing on colleges, universities, and schools, all aspects of schooling, special education, counseling and addiction, international issues of education, organizational behavior, theory and development, and much more. DR. WILLIAM ALLAN KRITSONIS is Editor-in-Chief (Since 1982). See: www.nationalforum.com
Going the Distance: Planning Through the Lens of Online LearningJon Ernstberger
In 2010, LaGrange College’s new strategic plan contained five goals related to new programs and delivery methods. As a result, the college deliberately developed a high-quality online learning program.
THE USE OF COMPUTER-BASED LEARNING ASSESSMENT FOR PROFESSIONAL COURSES: A STR...IAEME Publication
Background/Objectives: While the increase in classroom technology, it is necessary to examine how assessment is administered through technology. The purpose of this study is to understand how students and faculty are perceived and examine the effectiveness of the computer-based assessment in professional education courses (Educational Technology) at Northern Iloilo Polytechnic State College, Iloilo, Philippines. Methods: The research design utilized in this study is mixed-method research. A computer-based assessment was utilized to assess students' performance in educational technology. This instrument was validated, and pilot tested to establish reliability. Each campus of NIPSC selected ten students of 70 as respondents during Academic Year 2016-2017. Frequency count, mean, standard deviation, and Wilcoxon signed-rank test were statistical tools used for data analyses. Findings: The study's finding showed a high score of students in the posttest ensured better performance of the students in educational technology. The increase in the posttest per performance level of the students was due to an accurate measure of what they have learned in educational technology. The majority of students users agreed that online assessment was fasters than the paper and pencil form. Also, users agreed that online assessment is contemporary and more systematic. They also stated that online assessment is consistent with the teaching style, but they are less anxious. Furthermore, according to faculty and students, ninety percent (90%) believed that computer-based assessment accurately measures what they are teaching and what they learned in school, respectively. Novelty: With the current situation that the education system is in new normal, computer-based learning is important in flexible learning. And assessment using technology is a great help to both faculty and students. Thus, state universities and colleges (SUCs) should adopt this innovation to help teaching and learning.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
Curricula management and abet alignment at the lebanese
1. Journal of Education and Practice www.iiste.org
ISSN 2222-1735 (Paper) ISSN 2222-288X (Online)
Vol.5, No.22, 2014
163
Curricula Management and ABET Alignment at the Lebanese
International University School of Engineering
Bassam Hussein*, Samih Abdul-Nabi, Adnan Harb, Ali Hage-Diab, Amin Haj-Ali
School of Engineering, Lebanese International University, PO box 146404 Beirut, Lebanon
* E-mail of the corresponding author: bassam.hussein@liu.edu.lb
Abstract
Since 2011, the School of Engineering (SoE) at the Lebanese International University has been actively engaged
in the development and constant evolution of engineering programs that are aligned with an assessment protocol
aimed at determining how well graduating students achieve intended learning outcomes of their respective
programs. This is all done with the intention of having programs that are fully compatible with the Accreditation
Board for Engineering and Technology (ABET) and in anticipation of future accreditation.
This paper highlights the curriculum management approach that has emerged from the collaboration between the
various engineering departments, the development of program students’ outcomes (PSOs) and their indices, and
the results from the preliminary outcomes reporting that involves the collection of data in line with best practices,
well established key performance indicators and standardized benchmarking in the engineering education
community. All of which has been done as a part of education quality management and continual improvement
purposes.
A novel approach was adopted dependent on students’ evaluation of the PSOs. The evaluation process is used in
a feedback loop to enhance the rankings of the PSOs. Preliminary Results indicate the usefulness of this
technique. More data will be collected in the coming years to be able to establish statistical significance.
Keywords: Curricula management, ABET accreditation, PSO, KPI, benchmarking, academic assessment,
reporting, engineering education.
1. Introduction
Since its establishment in 2000, the Lebanese International University (LIU) recognized the importance of
students’ learning outcomes and their impact on the quality of education. LIU’s mission states: LIU endeavors to
align its values and commitments to student learning, support, and communication and continually reviews
curricula to introduce innovative outcomes (LIU, 2013). Learning outcomes are statements of what a learner is
expected to know, understand and/or be able to demonstrate after completion of a process of learning (Donnelly
and Fitzmaurice, 2005).
According to a report prepared by the World Bank in 2012, LIU is considered as the largest and fastest growing
post war era private university in Lebanon. It has 13% of the overall number of students enrolled in private
higher education institutes in Lebanon (WB, 2012). With such a rapid growth, there must be rapid changes
introduced in order to align execution with strategy. Consequently, the university management decided to
establish a task force to assess the situation and provide an action plan accordingly. This initiative was piloted in
the School of Engineering (SoE). An action plan was put together by the task force in order to review courses
syllabi and ensure that the learning outcomes are clearly stated according to best educational practices in this
regard based on the Bologna process. Understanding that the success of such process depends on the
comprehensive implementation of a learning outcomes approach in higher education (Rauhvargers, et al., 2009),
the SoE piloted this project as of the Summer semester in 2012 and revised the syllabi of all courses offered at
the school to align them with the Bologna process. Furthermore, it put together a plan to align with ABET
guidelines in an attempt to seek accreditation in the future. ABET is recognized as the worldwide leader in
assuring quality and stimulating innovation in applied science, computing, engineering, and engineering
technology education (ABET, 2011).
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When SoE started this exercise, it decided to follow a process where the outcomes are simple and clear,
achievable, and assessable. In order to achieve that, the well-known Bloom’s methodology was adopted. The
list of direct unambiguous active verbs presented in Bloom’s Taxonomy was strictly adhered to. In addition, the
engineering programs were re-designed to comply with Bloom’s six domains of knowledge arranged
successively in a hierarchy as depicted in Figure 1:
Figure 1. Knowledge domains hierarchy
Bloom’s taxonomy is not simply a classification; it is an effort to arrange the various thinking processes in a
hierarchy. In this hierarchy, each level depends on the student’s ability to perform at the level or levels that are
below it (Kennedy, et al., 2006). Furthermore, Bloom’s research was centered on attitudes, feelings and values.
This domain is concerned with issues relating to the emotional component of learning and ranges from basic
willingness to receive information to the integration of beliefs, ideas and attitudes (Bloom, et al., 1964). This
aligns well with the ABET’s approach and methodology paving the way to full accreditation once fully
implemented.
As this ABET alignment initiative was being implemented, the question of quality assurance (QA) came into
play. It became evident that in order to sustain the program, evolve it, and improve it, some mechanism of
quality assurance was needed. Again, the SoE was the ideal candidate to start implementing QA as it has the
required set of competences and skills. A series of software tools were developed in-house in a joint effort
between SoE instructors and senior project students. These tools included QA forms for assessment of activities
related to the undertaken initiatives.
2. Strategy & Approach
The strategy of the School of Engineering was developed in-line with the university mission. It is compromised
of multi-dimensions:
1) Learning: attract, retain and graduate students with skills suitable for local, regional, and international
employability.
2) Faculty Sustainability: recruit, retain, and develop the skills and know-how of exceptional faculty
members.
3) Community Service: Actively engage in community services and projects that serve the common good.
The strategic plan set forth for the school includes the goal of achieving accreditation from well-established and
recognized international bodies. The main goal behind this strategy lies in the acknowledgement of the fact that
most Lebanese graduates are recruited outside Lebanon. This global perspective was a major drive for the
architecture of the curricula management plan leading eventually to accreditation.
Maintaining skilled faculty members is a common intrinsic part of both the accreditation goal and the school
strategy. In its effort to balance between international as well as Lebanese accreditation requirements, SoE
employed a fine-granular topic in the vertical decomposition of curricula and wide breadth horizontal
multidiscipline coverage. This approach introduced many ostensible advantages, to name few:
1) The introduction of contemporary and “hot” topics early in the curricula (e.g.: Sustainable Energy,
Mobile Applications, etc…).
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2) Covering multidisciplinary subjects, which are intrinsic to real-life engineering professions.
3) Building student soft skills.
Curricula were built from the decompositions and assemblies of themes resulting from the approach described
above. A major challenge introduced by the employed approach resulted from the fact that non-traditional
assessment measures were needed when their counter-parts failed. In addition, all these atomic assessments must
have a careful weighted impact on the overall program outcomes.
All of the above requirements were taken into the agile development of the curricula management process as
well as the assessment tools. Agility was much important attribute of the design of these functions due to the
“terra incognita” nature of the engaged elements.
The next two sections shed the light on the curricula management process as well as the assessment
methodologies and tools developed in the quest to address the approach essentials.
3. Assessment Methodology & Tools
The SoE has been using a set of automated tools to continuously assess courses offered in all of its programs.
The automation of the course assessment is based on two dynamic tools that were developed in-house by a joint
effort between faculty and senior students. The tools are based on Microsoft Excel and provide the following
functions:
1) Mapping of the course outcomes (CO) to the program student outcomes (PSO).
2) Creation of detailed grading activity sheets, which include exams, quizzes, projects, assignments, etc.
3) Mapping of each element (question, report, etc.) of the activity to the course outcomes.
4) Current letter grade of each student at any time of the semester.
5) Computation of each CO and PSO score.
6) Graphical and numerical statistical grade information
7) Mass class emailing capability.
8) Generation of an assessment report. The instructor uses this report to analyze the results and propose
corrective actions.
A statistical tool that collects all class sections data and provides a statistical report including, among others, the
overall average, median, mean, and percentile grades. It also generates an overall course assessment report
containing the COs scores and the score of each program outcome. The coordinator uses this report to analyze
the results, synthesizes the instructor recommendations, and proposes corrective actions to close the loop of
continuous improvement. This tool can be used at any time of the semester to monitor, track and control the
course performance for each activity.
4. Curricula Management Example
In order to illustrate the curricula management approach adopted at the SoE, it would be suitable to provide a
concrete example involving one of the engineering programs. The curricula of the Computer and
Communication Engineering (CCE) for both Bachelor’s and Master’s programs have undergone significant
revisions in order to emphasize new trends in education and to introduce new technology.
A junior course on microcontrollers was designed and offered for the first time at the School of Engineering at
LIU in 2011. This course aimed at providing students an opportunity to learn and practice fundamentals of CCE
through hardware and software design, programming and interfacing to obtain a broad view of various subjects
of CCE covering circuits, digital logic, microcontrollers and communications (Sztipanovits, 2005). The course
outcomes, shown in figure 2, describe the expected ability of the student who successfully completes the course
requirements. These outcomes were designed keeping in mind ABET’s requirements and the contribution to the
overall respective engineering program. Such a practice is standard among most of the engineering institutions
around the world. At the end of each semester, students across all LIU campuses evaluate each course outcomes
and results are compiled together making it possible to propose corrective action to improve course quality. The
multi-campus common exams at the LIU require unified syllabus for each course making it possible to compile
course assessments of all offered sections.
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Figure 2. Course outcomes
The results of the students’ assessment at the end of Spring 2013 are shown in figure 3 and 4. These results are
used to propose corrective actions to improve course quality and to motivate students. The students’ evaluation
of the course outcomes was conducted over 114 students and the results show different level of satisfaction for
each of the six course outcomes. The objective of the CCE department is to seek a degree of satisfaction
(Strongly agree and agree) of 75% and above, and a degree of no satisfaction with less than 10%. It is clear from
the results that outcomes 4 and 6 need an action plan and the results for those two outcomes are disappointing
with 68% and 55%, respectively. The end of the semester meeting of this course was concluded by the following
actions:
1) Increase the time allocated to problem solving related to the topics covered by CO-4 and CO-6.
2) Increase the in class demonstration of hardware interfacing using the course tools.
3) Add a project as course activity that focuses on hardware interfacing.
This is the first time such an assessment is applied for that specific course at LIU and the outcome of the
corrective measures will be compared with future results in order to evaluate the proposed corrective actions and
to gain steps in the continuous improvement at the CCE department.
Figure 3. Students assessment by numbers (Spring 2013)
Figure 4. Students assessment by percentage of satisfaction (Spring 2013)
An important concept to keep in mind while designing and evolving curricula is the fact that they have to be
designed to ensure that graduates possess all the qualities of a generalist and all the competences of a specialist,
and are capable of life-long learning (Suliman, 2006). Based on this, the lab related to the Fundamentals of
Digital Logic Design, a prerequisite to the Microcontroller course, in addition to the lab of the introduced course
were redesigned at that time to answer the students’ needs for better comprehension of the concepts taught in
class and to gain hands-on hardware, software and design expertise. These modifications to the Computer and
Communications Programs Curricula have made a significant impact on the senior projects quality and
innovation. Hence, many senior students’ projects are now related to microcontrollers, control boards and
embedded systems. Students are now capable of selecting and implementing microcontroller based projects such
as home automation, remote control vehicles, queuing systems, serial communication based modular control
board and others.
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The results of the students’ assessment at the end of Spring 2014 are shown in figure 4 and 5. The students’
evaluation of the course outcomes was conducted over 160 students and the results show different level of
satisfaction for each of the six course outcomes. It is clear from the results that the evaluation of all outcomes is
improved (for strongly agree and agree). Outcomes 4 and 6 have significantly improved from 68% and 55% to
71% for both outcomes. As the accepted threshold is 75%, the evaluation is short by 4% for both outcomes. The
current results will be used to improve the quality of the teaching material to be able to reach the accepted levels.
Figure 4. Students assessment by numbers (Spring 2014)
Figure 5. Students assessment by percentage of satisfaction (Spring 2014)
5. Conclusion
Since 2011, the LIU has been aggressively trying to enhance its engineering curricula. Curricula management
has been largely controlled by a custom designed procedure, which involves database management with
feedback from students and faculty. The procedure has been useful in providing quantitative feedback and
independent enhancement evaluation. A general trend of favorable outcome evaluation has been established with
increased enhancement effort. However, more data is needed to be collected in the future to establish statistical
significance.
References
ABET (2011). Accreditation Board for Engineering and Technology Guide. Retrieved on March 10th, 2013 from
http://www.abet.org.
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Bloom, B. S., Masia, B. B. & Krathwohl, D. R. (1964). Taxonomy of Educational Objectives Volume II: The
Affective Domain. New York, New York: McKay Publishing.
Donnelly, R. & Fitzmaurice, M. (2005). Designing Modules for Learning. Emerging Issues in the Practice of
University Learning and Teaching, O’Neill, G. et al. Dublin, Ireland: AISHE Publishing.
FRED (2012). LIU Freshman and Remedial Educational Division Handbook. Beirut, Lebanon: Lebanese
International University Publication.
Kennedy, D., Hyland, A., & Ryan, N. (2006). Writing and using Learning Outcomes, Bologna Handbook,
Implementing Bologna in your Institution. Berlin, Germany: Raabe Verlag Publishing.
LIU (2013). Lebanese International University Website. Retrieved on May 10th, 2013 from
http://www.liu.edu.lb.
Rauhvargers, A. (2009). Bologna Process Stocktaking Report. Retrieved on April 20th from
http://www.ond.vlaanderen.be/
Sztipanovits, Janos, et al. "Introducing embedded software and systems education and advanced learning
technology in an engineering curriculum." ACM Transactions on Embedded Computing Systems (TECS) 4.3
(2005): 549-568.
Suliman, S. (2006). Application of QFD in engineering education curriculum development and review. Inter. J.
of Continuing Engineering Education and Life-Long Learning, 16, 6, 482-492 (2006).
WB (2012). Middle East and North Africa Region University Governance Benchmarking Report. Center for
Mediterranean Integration (CMI), World Bank. Marseille: France.
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