114 research outputs found
Using a coach to improve team performance when the team uses a Kanban process methodology
Teams are increasing their use of the Kanban process methodology across a range of information system projects, including software development and data science projects. While the use of Kanban is growing, little has been done to explore how to improve team performance for teams that use Kanban. One possibility is to introduce a Kanban Coach (KC). This work reports on exploring the use of a Kanban Coach, with respect to both how the coach could interact with the team as well as how the use of a coach impacts team results. Specifically, this paper reports on an experiment where teams either had, or did not have, a Kanban Coach. A quantitative and qualitative analysis of the data collected during the experiment found that introducing KC led to significant improvement of team performance. Coordination Theory and Shared Mental Models were then employed to provide an explanation as to why a KC leads to better project results. While this experiment was done within a data science project context, the results are likely applicable across a range of information system projects
Using a coach to improve team performance when the team uses a Kanban process methodology
Teams are increasing their use of the Kanban process methodology across a range of information system projects, including software development and data science projects. While the use of Kanban is growing, little has been done to explore how to improve team performance for teams that use Kanban. One possibility is to introduce a Kanban Coach (KC). This work reports on exploring the use of a Kanban Coach, with respect to both how the coach could interact with the team as well as how the use of a coach impacts team results. Specifically, this paper reports on an experiment where teams either had, or did not have, a Kanban Coach. A quantitative and qualitative analysis of the data collected during the experiment found that introducing KC led to significant improvement of team performance. Coordination Theory and Shared Mental Models were then employed to provide an explanation as to why a KC leads to better project results. While this experiment was done within a data science project context, the results are likely applicable across a range of information system projects
Formal Reasoning Using an Iterative Approach with an Integrated Web IDE
This paper summarizes our experience in communicating the elements of
reasoning about correctness, and the central role of formal specifications in
reasoning about modular, component-based software using a language and an
integrated Web IDE designed for the purpose. Our experience in using such an
IDE, supported by a 'push-button' verifying compiler in a classroom setting,
reveals the highly iterative process learners use to arrive at suitably
specified, automatically provable code. We explain how the IDE facilitates
reasoning at each step of this process by providing human readable verification
conditions (VCs) and feedback from an integrated prover that clearly indicates
unprovable VCs to help identify obstacles to completing proofs. The paper
discusses the IDE's usage in verified software development using several
examples drawn from actual classroom lectures and student assignments to
illustrate principles of design-by-contract and the iterative process of
creating and subsequently refining assertions, such as loop invariants in
object-based code.Comment: In Proceedings F-IDE 2015, arXiv:1508.0338
Leveraging Final Degree Projects for Open Source Software Contributions
(1) Background: final year students of computer science engineering degrees must carry out a final degree project (FDP) in order to graduate. Students’ contributions to improve open source software (OSS) through FDPs can offer multiple benefits and challenges, both for the students, the instructors and for the project itself. This work reports on a practical experience developed by four students contributing to mature OSS projects during their FDPs, detailing how they addressed the multiple challenges involved, both from the students and teachers perspective. (2) Methods: we followed the work of four students contributing to two established OSS projects for two academic years and analyzed their work on GitHub and their responses to a survey. (3) Results: we obtained a set of specific recommendations for future practitioners and detailed a list of benefits achieved by steering FDP towards OSS contributions, for students, teachers and the OSS projects. (4) Conclusions: we find out that FDPs oriented towards enhancing OSS projects can introduce students into real-world, practical examples of software engineering principles, give them a boost in their confidence about their technical and communication skills and help them build a portfolio of contributions to daily used worldwide open source applications
Involving External Stakeholders in Project Courses
Problem: The involvement of external stakeholders in capstone projects and
project courses is desirable due to its potential positive effects on the
students. Capstone projects particularly profit from the inclusion of an
industrial partner to make the project relevant and help students acquire
professional skills. In addition, an increasing push towards education that is
aligned with industry and incorporates industrial partners can be observed.
However, the involvement of external stakeholders in teaching moments can
create friction and could, in the worst case, lead to frustration of all
involved parties. Contribution: We developed a model that allows analysing the
involvement of external stakeholders in university courses both in a
retrospective fashion, to gain insights from past course instances, and in a
constructive fashion, to plan the involvement of external stakeholders. Key
Concepts: The conceptual model and the accompanying guideline guide the
teachers in their analysis of stakeholder involvement. The model is comprised
of several activities (define, execute, and evaluate the collaboration). The
guideline provides questions that the teachers should answer for each of these
activities. In the constructive use, the model allows teachers to define an
action plan based on an analysis of potential stakeholders and the pedagogical
objectives. In the retrospective use, the model allows teachers to identify
issues that appeared during the project and their underlying causes. Drawing
from ideas of the reflective practitioner, the model contains an emphasis on
reflection and interpretation of the observations made by the teacher and other
groups involved in the courses. Key Lessons: Applying the model retrospectively
to a total of eight courses shows that it is possible to reveal hitherto
implicit risks and assumptions and to gain a better insight into the
interaction...Comment: Abstract shortened since arxiv.org limits length of abstracts. See
paper/pdf for full abstract. Paper is forthcoming, accepted August 2017.
Arxiv version 2 corrects misspelled author nam
A serious game for programming in higher education
Programming is a highly difficult skill which is a constituent of many undergraduate programmes at Higher Education (HE) level. With the advancement of games technology there is an increasing opportunity for educators to provide innovative assessment tools for students on their courses which are highly immersive and graphically indicative of the times. This could potentially be in a supplementary capacity or to a greater extent inextricably linked to the learning outcomes and assessment outcomes. Notably serious games and Games-Based Learning (GBL) have received high levels of attention from educationalists due to being motivational, novel learning approaches. This paper will outline two empirical studies conducted to develop a game to teach programming at HE level. The first study will gauge the acceptability of a computer game for teaching programming and formulating content integration development requirements. The second study will outline the evaluation of the developed game being placed in a module as a formative assessment tool to assist learners to revise for their formal class test. Study one showed that acceptability of the game was high with 61 participants completing an acceptability/content integration questionnaire. The game was designed to consolidate knowledge on rudimentary and advanced programming concepts, data structures and algorithms. 48 participants evaluated the game in study two with the results generally indicating that they enjoyed playing the game as a revision alternative with 14% of participants rating it as very effective and 51% of participants as effective for allowing them to prepare for their class test. The majority of participants also believed that games could be utilised in a formative and summative assessment capacity on courses for independent study
Review on electrical impedance tomography: Artificial intelligence methods and its applications
© 2019 by the authors. Electrical impedance tomography (EIT) has been a hot topic among researchers for the last 30 years. It is a new imaging method and has evolved over the last few decades. By injecting a small amount of current, the electrical properties of tissues are determined and measurements of the resulting voltages are taken. By using a reconstructing algorithm these voltages then transformed into a tomographic image. EIT contains no identified threats and as compared to magnetic resonance imaging (MRI) and computed tomography (CT) scans (imaging techniques), it is cheaper in cost as well. In this paper, a comprehensive review of efforts and advancements undertaken and achieved in recent work to improve this technology and the role of artificial intelligence to solve this non-linear, ill-posed problem are presented. In addition, a review of EIT clinical based applications has also been presented
Mathematics Education in East Africa
*THIS BOOK WILL SOON BE AVAILABLE AS OPEN ACCESS BOOK* This book is a valuable resource for policymakers and practitioners as it brings insights mainly from developing countries where relatively less research activity takes place. It is also a valuable resource for courses in mathematics education in the teacher education colleges, and departments of education in the sub-Saharan Africa region. In the increasingly global and technological world mathematics is seen as a significant gatekeeper of opportunities for social and economic advancement and mobility. Hence, countries and development agencies in the broader sub-Saharan Africa region are looking towards increasing access to relevant and high-quality secondary education as a lever towards economic development. Policy makers and other key decision makers in education look towards improvement in mathematics teaching and learning as a key focus in education reform. In the East Africa region also a number of initiatives have been taken at the national level in the respective countries to improve the quality of mathematics education. This book provides an in-depth comparative analysis of the developments and issues in mathematics education in Kenya, Tanzania, Rwanda and Uganda, and advances our understanding of the state of secondary mathematics education in East Africa
A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness
People increasingly use videos on the Web as a source for learning. To
support this way of learning, researchers and developers are continuously
developing tools, proposing guidelines, analyzing data, and conducting
experiments. However, it is still not clear what characteristics a video should
have to be an effective learning medium. In this paper, we present a
comprehensive review of 257 articles on video-based learning for the period
from 2016 to 2021. One of the aims of the review is to identify the video
characteristics that have been explored by previous work. Based on our
analysis, we suggest a taxonomy which organizes the video characteristics and
contextual aspects into eight categories: (1) audio features, (2) visual
features, (3) textual features, (4) instructor behavior, (5) learners
activities, (6) interactive features (quizzes, etc.), (7) production style, and
(8) instructional design. Also, we identify four representative research
directions: (1) proposals of tools to support video-based learning, (2) studies
with controlled experiments, (3) data analysis studies, and (4) proposals of
design guidelines for learning videos. We find that the most explored
characteristics are textual features followed by visual features, learner
activities, and interactive features. Text of transcripts, video frames, and
images (figures and illustrations) are most frequently used by tools that
support learning through videos. The learner activity is heavily explored
through log files in data analysis studies, and interactive features have been
frequently scrutinized in controlled experiments. We complement our review by
contrasting research findings that investigate the impact of video
characteristics on the learning effectiveness, report on tasks and technologies
used to develop tools that support learning, and summarize trends of design
guidelines to produce learning video
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