Analyzing the Use of Concept Maps in Computer Science: A Systematic Mapping Study
Vinícius Rafael Neris dos Santos,Érica Ferreira de Souza,Katia Romero Felizardo,Nandamudi Lankalapalli Vijaykumar +3 more
Reads0
Chats0
TLDR
The use of CMs as an educational tool has been widely accepted in Computer Science and it has been extensively investigated due to support in teaching and learning.Abstract:
Context: concept Maps (CMs) enable the creation of a schematic representation of a domain knowledge. For this reason, CMs have been applied in different research areas, including Computer Science. Objective: the objective of this paper is to present the results of a systematic mapping study conducted to collect and evaluate existing research on CMs initiatives in Computer Science. Method: the mapping study was performed by searching five electronic databases. We also performed backward snowballing and manual search to find publications of researchers and research groups that accomplished these studies. Results: from the mapping study, we identified 108 studies addressing CMs initiatives in different subareas of Computer Science that were reviewed to extract relevant information to answer a set of research questions. The mapping shows an increasing interest in the topic in recent years and it has been extensively investigated due to support in teaching and learning. Conclusions: based on our results we conclude that the use of CMs as an educational tool has been widely accepted in Computer Science.read more
Citations
More filters
Journal ArticleDOI
Cognitive Learning Analytics Using Assessment Data and Concept Map: A Framework-Based Approach for Sustainability of Programming Courses
TL;DR: A framework-based approach is proposed for cognitive learning analytics on the concepts taught in initial level programming courses that serves as a platform that provides structure to the concept data using the technique of concept mapping and examines learners’ cognitive propagation on related concepts using assessment data.
Journal ArticleDOI
A Systematic Mapping Study of Cloud Resources Managementand Scalability in Brokering, Scheduling, Capacity Planning andElasticity
TL;DR: This study clearly identified gaps in the field of resources management and scalability in the cloud which should stimulate interest for further studies by both researchers and industry practitioners.
Journal ArticleDOI
A Systematic Mapping Study of Cloud, Fog, and Edge/Mobile Devices Management, Hierarchy Models and Business Models
TL;DR: The results showed that publications that discussed process in relations to the field of study is 14.04% out of the 114 papers included, and clearly highlighted gaps ought to inspire more enthusiasm for additional research by both researchers and industry practitioners.
Journal ArticleDOI
Introductory programming course: review and future implications
TL;DR: A review of the state-of-the-art research exploring various components of IPC by examining sixty-six articles published between 2014 and 2020 in well-reputed research venues is presented in this paper.
Journal ArticleDOI
A systematic mapping study of cloud policy languages and programming models
TL;DR: The result indicated there are more publications on evaluation research in term of security, and there were no articles on metric in terms of framework, paradigms and accountability, and reliability to the best of the researchers’ knowledge.
References
More filters
Proceedings ArticleDOI
Performing systematic literature reviews in software engineering
David Budgen,Pearl Brereton +1 more
TL;DR: This tutorial is designed to provide an introduction to the role, form and processes involved in performing Systematic Literature Reviews, and to gain the knowledge needed to conduct systematic reviews of their own.
Journal ArticleDOI
Empirical studies of agile software development: A systematic review
Tore Dybå,Torgeir Dingsøyr +1 more
TL;DR: A systematic review of empirical studies of agile software development up to and including 2005 was conducted and provides a map of findings, according to topic, that can be compared for relevance to their own settings and situations.
Journal ArticleDOI
Lessons from applying the systematic literature review process within the software engineering domain
TL;DR: In this article, the authors report experiences with applying one such approach, the practice of systematic literature review, to the published studies relevant to topics within the software engineering domain, and some lessons about the applicability of this practice to software engineering are extracted.
Journal ArticleDOI
Information visualization and visual data mining
TL;DR: This paper proposes a classification of information visualization and visual data mining techniques which is based on the data type to be visualized, the visualization technique, and the interaction and distortion technique.