Informatics in Education最新文献_第5页

Help students learn interpreted Petri nets with Minecraft 帮助学生用Minecraft学习解释Petri网

IF 2.7

Informatics in Education Pub Date : 2022-07-22 DOI: 10.15388/infedu.2023.13

I. Grobelna, M. Mazurkiewicz, Damian Janus

{"title":"Help students learn interpreted Petri nets with Minecraft","authors":"I. Grobelna, M. Mazurkiewicz, Damian Janus","doi":"10.15388/infedu.2023.13","DOIUrl":"https://doi.org/10.15388/infedu.2023.13","url":null,"abstract":"Background: Petri nets are a formal specification technique for modelling of control processes and modern flexible manufacturing systems. Interpreted Petri nets take into account input and output signals, allowing to apply them in any control system or even in control part of a cyber-physical system. Due to the fact that Petri nets are not used in the industrial practice, the students sometimes lack motivation to learn them. Contributions: In the paper we propose how to help students learn interpreted Petri nets with Minecraft (as a game-based learning). We show how interpreted Petri nets can be modelled in Minecraft and how they communicate with the surrounding environment via input and output signals to visualize control processes. The proposed approach has been validated experimentally among university students. Hypotheses: (1) Creating interpreted Petri net models with Minecraft helps to understand the basic principles; (2) Minecraft makes the course more attractive. Methodology: Students were divided into an experimental group (with game-based learning) and a control group (with traditional learning). The experimental group filled in a knowledge test twice (on the entry and on the exit) and a questionnaire. The control group filled in the same knowledge test at the end of the course. Findings: The observations confirm that the Minecraft-based teaching of interpreted Petri nets allows to gain better results in final tests, making at the same time the course more attractive and enjoyable.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83599589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Second Experimental Study the Application of a Teaching Plan for the Algorithms Subject in an Undergraduate Course in Computing using Active Methodologies 主动方法在计算机本科课程算法课教学计划应用的二次实验研究

IF 2.7

Informatics in Education Pub Date : 2022-07-22 DOI: 10.15388/infedu.2023.12

F. Garcia, S. Oliveira, Elielton da Costa Carvalho

引用次数: 1

Assessing the Learning of Machine Learning in K-12: A Ten-Year Systematic Mapping 评估K-12中机器学习的学习:一个十年的系统映射

IF 2.7

Informatics in Education Pub Date : 2022-05-28 DOI: 10.15388/infedu.2023.11

Marcelo Fernando Rauber, Christiane Gresse von Wangenheim

引用次数: 6

Exploring the effects of near-peer teaching in robotics education: The role of STEM attitudes 探索近同伴教学对机器人教育的影响:STEM态度的作用

IF 2.7

Informatics in Education Pub Date : 2022-05-25 DOI: 10.15388/infedu.2023.10

Isabelle C. de Vink, J. Tolboom, O. van Beekum

{"title":"Exploring the effects of near-peer teaching in robotics education: The role of STEM attitudes","authors":"Isabelle C. de Vink, J. Tolboom, O. van Beekum","doi":"10.15388/infedu.2023.10","DOIUrl":"https://doi.org/10.15388/infedu.2023.10","url":null,"abstract":"Due to technological advancements, robotics is findings its way into the classroom. However, workload for teachers is high, and teachers sometimes lack the knowledge to implement robotics education. A key factor of robotics education is peer learning, and having students (near-)peers teach them robotics could diminish workload. Therefore, this study implemented near-peer teaching in robotics education. 4 K10-11 secondary school students were teachers to 83 K5-6 primary school students. The intervention included 4 3-hour robotics lessons in Dutch schools. Primary school students completed a pre- and post-intervention questionnaire on their STEM-attitudes and near-peer teaching experience, and a report on their learning outcomes. Interaction with near-peer teachers was observed. After the lessons, a paired-samples t-test showed that students had a more positive attitude towards engineering and technology. Students also reported a positive near-peer teaching experience. Conventional content analysis showed that students experienced a gain in programming and robotics skill after the lessons, and increased conceptual understanding of robotics. The role the near peer teachers most frequently fulfilled was formative assessor. Near-peer teachers could successfully fulfil a role as an engaging information provider. This study shows that near-peer teachers can effectively teach robotics, diminishing workload for teachers. Furthermore, near-peer robotics lessons could lead to increased STEM-attitudes.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83958082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Promoting Student Competencies in Informatics Education by Combining Semantic Waves and Algorithmic Thinkingv 结合语义波与算法思维提升学生信息学教育能力

IF 2.7

Informatics in Education Pub Date : 2022-04-24 DOI: 10.15388/infedu.2023.07

Frauke Ritter, Bernhard Standl

{"title":"Promoting Student Competencies in Informatics Education by Combining Semantic Waves and Algorithmic Thinkingv","authors":"Frauke Ritter, Bernhard Standl","doi":"10.15388/infedu.2023.07","DOIUrl":"https://doi.org/10.15388/infedu.2023.07","url":null,"abstract":"We live in a digital age, not least accelerated by the COVID-19 pandemic. It is all the more important in our society that students learn and master the key competence of algorithmic thinking to understand the informatics concepts behind every digital phenomena and thus is able to actively shape the future. For this to be successful, concepts must be identified that can convey this key competence to all students in such a way that algorithmic thinking is integrated in the subject of informatics - beyond a pure programming course. Furthermore, based on the Legitimation Code Theory, semantic waves provide a way to develop and review lesson plans. Therefore, we planned a workshop, that follow the phases of a semantic wave addressing algorithmic problems using a blockbased programming language. Considering this, we suggest the so-called SWAT concept (Semantic Wave Algorithmic Thinking concept), which is carried out and analyzed in a workshop with students. The workshop was carried out in online format in an 8th grade of a high school during a coronavirus lockdown. The level of algorithmic thinking was measured using a pretest and posttest both in the treatment group and in a control group and with the help of the approximate adjusted fractional Bayes factors for testing informative hypotheses statistically and through a reductive, qualitative content analysis of the students’ work results (worksheets and created programs) evaluated. The semantic wave concept was measured using several cognitive load ratings of the students during the workshop and also statistically evaluated with the approximate adjusted fractional Bayes factors for testing informative hypotheses, as well as a qualitative content analysis of the worksheets. Results of this pilot study provide first insights, that the SWAT-concept can be used in combination of unplugged and plugged parts.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2022-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74516826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Leveraging the Pied Piper effect -The case of teaching programming to sixth-grade students via music 利用魔笛手效应——通过音乐向六年级学生教授编程的案例

IF 2.7

Informatics in Education Pub Date : 2022-04-24 DOI: 10.15388/infedu.2023.06

I. Lavy

{"title":"Leveraging the Pied Piper effect -The case of teaching programming to sixth-grade students via music","authors":"I. Lavy","doi":"10.15388/infedu.2023.06","DOIUrl":"https://doi.org/10.15388/infedu.2023.06","url":null,"abstract":"This paper describes a pilot study that explores students learning how to program via a multi-disciplinary approach. The study participants were eleven 6th grade students who learned programming fundamentals via music activities in a Scratch 3.0 environment. These activities included the programming of familiar melodies and the development of suitable animations or computer games. For that matter, a study unit termed MelodyCode was developed in the spirit of the STEAM education approach and the spiral learning method and included exploration tasks based on individual learning. Via the programming of familiar melodies, they became acquainted with programming concepts such as functions, variables, repetition and control commands, parallel processes, and more. Competitions that win awards were held from time to time, which prompted students to invest efforts in their projects to reach first place and gain the teacher and classmates' appreciation. The study was conducted in the form of action research. The data analysis yielded references to the effect of MelodyCode on common stereotypes students hold regarding programming (masculine profession, necessitates good mathematics knowledge), cognitive aspects (cognitive load, linking music concrete use to abstract programming concepts), and affective aspects (joyful and relaxing class atmosphere, motivation, curiosity, self-efficacy).","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2022-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90289655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Identifying Plagiarised Programming Assignments with Detection Tool Consensus 用共识检测工具识别抄袭的编程作业

IF 2.7

Informatics in Education Pub Date : 2022-04-14 DOI: 10.15388/infedu.2023.05

Hayden Cheers, Yuqing Lin, Weigen Yan

引用次数: 1

Information and Communication Technologies in Education 4.0 Paradigm: a Systematic Mapping Study 信息和通信技术在教育4.0范式:一个系统的映射研究

IF 2.7

Informatics in Education Pub Date : 2022-03-25 DOI: 10.15388/infedu.2023.03

Leonam C. de Oliveira, G. Guerino, Leander Cordeiro de OLIVEIRA, Andrey R. Pimentel

引用次数: 3

Effectiveness of Gamification on the Community of Inquiry Development in Online Project-based Programming Courses Conducted on Facebook 游戏化对Facebook在线项目编程课程探究性社区发展的有效性

IF 2.7

Informatics in Education Pub Date : 2022-03-25 DOI: 10.15388/infedu.2023.04

Servet Kılıç

引用次数: 1

Bibliometric Analysis of Research on Learning Analytics Based on Web of Science Database 基于Web of Science数据库的学习分析研究的文献计量分析

IF 2.7

Informatics in Education Pub Date : 2022-01-21 DOI: 10.15388/infedu.2023.02

Tarık Talan, Muhammet Demirbilek

{"title":"Bibliometric Analysis of Research on Learning Analytics Based on Web of Science Database","authors":"Tarık Talan, Muhammet Demirbilek","doi":"10.15388/infedu.2023.02","DOIUrl":"https://doi.org/10.15388/infedu.2023.02","url":null,"abstract":"The purpose of this study is to reveal the status of scientific publications on learning analytics from the past to the present in terms of bibliometric indicators. A total of 659 publications on the subject between the years 2011-2021 were found in the search using keywords after various screening processes. Publications were revealed through descriptive and bibliometric analyses. In the study, the distribution of publications by years and citation numbers, the most published journals on the subject, the most frequently cited publications, the most prolific countries, institutions and authors were examined. In addition, the cooperation between the countries, authors and institutions that publish on the subject was mentioned and a network structure was created for the relations between the keywords. It has been determined that research in this field has progressed and the number of publications and citations has increased over the years. As a result of the bibliometric analysis, it was concluded that the most influential countries in the field of learning analytics are the USA, Australia and Spain. The University of Edinburgh and Open University UK ranked first in terms of the number of citations and Monash University as the most prolific institutions in terms of the number of publications. According to the keyword co-occurrence analysis, educational data mining, MOOCS, learning analytics, blended learning, social network analysis keywords stand out in the field of learning analytics.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79659482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3