ArticlePDF Available

The Origins of the Concept Mapping Tool and the Continuing Evolution of the Tool

Authors:

Abstract and Figures

A research program at Cornell University that sought to study the ability of children to acquire science concepts and the effect of this learning on later schooling led to the need for a new tool to describe explicit changes in children's conceptual understanding. Concept mapping was invented in 1972 to meet this need, and subsequently numerous other uses have been found for this tool. Underlying the research program and the development of the concept mapping tool was an explicit cognitive psychology of learning and an explicit constructivist epistemology. In 1987, collaboration began between Novak and Cañas and others at the Florida Institute for Human and Machine Cognition, then part of the University of West Florida. Extending the use of concept mapping to other applications such as the integration of concept mapping with the World Wide Web (WWW) led to the development of software that enhanced the potential of concept mapping, evolving into the current version of CmapTools now used worldwide in schools, universities, corporations, and governmental and non-governmental agencies. Differences between concept maps and other knowledge representation tools are described. The integration of concept mapping software programs with the WWW and other new technologies permits a new kind of concept map-centred learning environment wherein learners build their own knowledge models, individually or collaboratively, and these can serve as a basis for life-long meaningful learning. Combined with other educational practices, use of CmapTools permits a New Model for Education. Preliminary studies are underway to assess the possibilities of this New Model.
Content may be subject to copyright.
... La tecnica delle mappe concettuali si basa sull'idea fondamentale che l'apprendimento è un processo di acquisizione e assimilazione di elementi conoscitivi relativi a nuovi concetti e proposizioni sulle conoscenze preesistenti. 2,3 Le mappe concettuali sono, gomento complesso (può essere uno studio, un progetto, un tema) che permettono la comprensione e l'acquisizione di nuove conoscenze, promuovendo la memoria dell'apprendimento su quell'argomento. ...
... di proposizioni. 2 Per la costruzione di mappe concettuali, infatti, vengono utilizzate parole di collegamento -sentativa delle mappe concettuali. 3 concettuali nella rappresentazione della conoscenza in diverse discipline da utilizzare nella formazione come nei campi dell'educazione e della comunicazio- [4][5][6][7][8] In considerazione dei diversi livelli di capacità di comprensione di concetti complessi, le mappe concettuali, grazie alla loro capacità di esplicitare le relazioni tra concetti, sono state considerate strumenti che promuovono la comprensione e il pensiero critico nella formazione medica, attraverso l'integrazione di infor-lineare a modelli olistici più integrati. ...
Article
Full-text available
This paper describes the development and the envisioned use of concept maps in the framework of the SENTIERI communication strategies as an information and scientific communication tool applied to epidemiological surveillance in contaminated sites. The concept map of SENTIERI 2019-2022 was designed and implemented to foster access to complex scientific information ensuring usability of the contents and communication with the various stakeholders. The concept map aims to promote environmental health literacy in contaminated sites. The methodology adopted to create the map includes the following phases: 1. choice of a dynamic focus question; 2. selection of the representative terms of the addressed topics; 3. elaboration of the glossary of the selected terms; 4. representation of the links among the selected terms; 5. identification of the significant propositions that make explicit the meaning of each link. Online access to the map is guaranteed by the Mindomo software. The use of the concept map promotes active learning of the topics that characterize SENTIERI 2019-2022 through knowledge paths chosen because of the specific interests and learning purposes. The concept map derives from the integration of specific approaches of the epidemiological discipline with those of the social sciences and offers the possibility of developing site-specific maps through the interactions with local actors and the integration of elements related to emerging problems as well as institutional and local interests.
... These help students visualise the interrelationships between factors in social-ecological systems. The construction of causal maps can be scaffolded in a variety of ways, such as by completing nodes or relationships in partially completed causal maps, constructing maps from a list of given items and finally to constructing causal maps from scratch (Cox et al., 2018;Novak & Cañas, 2006. Group work and peer reviews of causal maps are also recommended to deepen reflection and understanding (Novak & Cañas, 2006;Schwendimann & Linn, 2016). ...
... The construction of causal maps can be scaffolded in a variety of ways, such as by completing nodes or relationships in partially completed causal maps, constructing maps from a list of given items and finally to constructing causal maps from scratch (Cox et al., 2018;Novak & Cañas, 2006. Group work and peer reviews of causal maps are also recommended to deepen reflection and understanding (Novak & Cañas, 2006;Schwendimann & Linn, 2016). Fig. 3 provides an example of a causal map of factors that impact the development of a (human) social-ecological system (with some elements that are transferable to other species). ...
Book
Full-text available
EuroScitizen and EvoKE offer you the ebook "Learning evolution through socioscientific issues". Produced by professionals from 15 different countries, this book includes 6 theoretical chapters on the teaching and learning of biological evolution and on the socioscientific issues pedagogical approach, and 6 chapters with practical activities on a variety of topics and grade levels, which you can use to inspire your own research.
... A criação dos mapas conceituais foi uma consequência da pesquisa desenvolvida por Joseph Novak e colaboradores no início da década de 1970 (ver nº 2 na Figura 1) na Cornell University (Novak & Cañas, 2006). Inicialmente, os mapas serviram para representar o entendimento conceitual das crianças que participavam de uma investigação envolvendo a instrução tutorial por áudio. ...
Article
Full-text available
As origens históricas dos mapas conceituais se localizam na área de Ensino de Ciências. Em 1972, Joseph Novak criou esta técnica de representação do conhecimento para identificar mudanças conceituais sobre temas da Biologia. Passados 50 anos, os mapas conceituais se aproximam da maturidade num momento de enormes transformações sociais provocadas pela pandemia de Covid-19 que impactam a Educação. Os autores aproveitam a celebração dos 50 anos de criação dos mapas conceituais para refletir sobre a estagnação ou crescimento das pesquisas sobre os mapas conceituais, considerando a produção específica da área de Ensino de Ciências. O objetivo do artigo é refletir sobre o atual momento das pesquisas sobre mapas conceituais a partir da análise da literatura acadêmica e de uma perspectiva histórica do desenvolvimento e da aplicação dos mapas conceituais. As perspectivas que se encontram no horizonte sugerem que o crescimento é mais provável do que a estagnação, desde que duas condições sejam observadas por pesquisadores e professores: (1) a ampliação das perspectivas teóricas que informam o uso dos mapas conceituais e (2) a adoção de um novo conjunto de valores que enfatizem a práxis educativa como um processo, evitando o foco no produto que caracteriza um ponto de chegada no processo de aprendizagem.
... Therefore, the zoom map may help students structure and interrelate fragmented knowledge and achieve integrated knowledge. Within the levels, the horizontal relations are drawn similar to concept maps (Novak and Cañas 2006). We adapted the concept map because it has already proven fruitful in the context of systems thinking Schwendimann & Linn, 2016) and is known for its capability to foster conceptual interrelations Van Drie et al., 2005). ...
Thesis
Full-text available
Ein zentrales Ziel des Biologieunterrichts sollte es sein, Lernende dazu zu befähigen, die (biologische) Welt erklären zu können. Biologische Phänomene sind jedoch hoch komplex, da sie zumeist durch miteinander vernetzte Prozesse erklärt werden müssen, welche sich häufig über mehrere der biologischen Organisationsebenen hinweg erstrecken. Aus einer Vermittlungsperspektive kommt erschwerend hinzu, dass sich ein Großteil der Organisationsebenen (zum Beispiel die Ebene der Moleküle und Zellen) unserer direkten Wahrnehmung entziehen. So zeigt sich in vielen Studien, dass Lernende bei der Erklärung komplexer biologischer Phänomene Schwierigkeiten haben, die mit einem fehlenden Verständnis der Organisationsebenen zusammenhängen. Daher werden Lernstrategien und Methoden vorgeschlagen, die die Organisationsebenen im Unterricht einbinden. Beispiele sind hierfür das Jo-Jo-Lernen und das Verfolgen von Atomen. Dennoch müssen Lernende explizit dazu angeregt werden, die Organisationebenen zu vernetzen und zu reflektieren. Bisher gab es noch kein grafisches Lernwerkzeug, welches Lernende zur Reflexion und Vernetzung der Organisationsebenen anleitet. Daher wurde in der vorliegenden Dissertation ein neues grafisches Lernwerkzeug entwickelt und evaluiert. Zunächst wurde anhand einer systematischen Literaturanalyse das Konzept der Organisationebenen untersucht (PUBLIKATION 2). Darauf aufbauend wurde die Zoom Map als neues Lernwerkzeug entwickelt (PUBLIKATION 3). Zur Evaluation wurden Vermittlungsversuche mit dreizehn Schüler*innen durchgeführt und aufgezeichnet. Die Transkripte der Vermittlungsversuche dienten zusammen mit den von den Lernenden erstellten Zoom Maps als Daten für die qualitativ-inhaltsanalytische Auswertung (PUBLIKATION 4 und 5). Im Rahmen der Literaturanalyse in PUBLIKATION 2 konnten wir herausarbeiten, dass Autor*innen je nach Fachgebiet unterschiedliche Organisationsebenen nennen. Auf Basis der analysierten Literatur wurde zudem ein System der Organisationsebenen für die Vermittlung aufgestellt. In PUBLIKATION 3 wurde die Zoom Map als neues grafisches Lernwerkzeug vorgestellt. Dieser vereint die Vorteile von Concept Maps mit der expliziten Darstellung von Organisationsebenen durch die Metapher des Zoomens. Die Evaluation der Zoom Map in PUBLIKATION 4 und PUBLIKATION 5 zeigte, dass das Lernwerkzeug Zoom Map Lernende unterstützen kann und sie dazu anleitet, in ihren Erklärungen Organisationsebenen zu berücksichtigen. Insbesondere zeigte sich, dass Lernende nach der Vermittlung mit der Zoom Map in ihren Erklärungen mehr Organisationsebenen ansprechen. Zusätzlich wechselten sie in ihren Erklärungen nach der Vermittlung die Ebenen nach oben oder unten, während sie zu Beginn häufig nur auf einer Ebene erklären. Auf Grundlage der gewonnenen Erkenntnisse wurden darüber hinaus zwei unterrichtspraktische Artikel veröffentlicht. Dabei wird in PUBLIKATION 1 der Einsatz von Concept Mapping unter dem Einsatz von CmapTools vorgestellt. Eine unterrichtliche Einbettung der Zoom Map wird zudem in PUBLIKATION 6 dargelegt.
Article
Full-text available
One of the existing approaches in students’ performance evaluation is to use concept mapping. There are lots of studies indicate that concept mappings can be used to evaluate the knowledge of mathematical concepts in a useful way. The best and most comprehensive way of learning is organizing study. Organizing is an expanding meaning strategy. Concept mapping is a simple way to organize and relate information, if vaguely. Lines, words, signs, and symbols are used in concept mappings. In this study, the use of concept mappings in differential equations has been investigated. To do so, a case study of understanding differential equations unit has been conducted in 90 students from Azad University. To begin with, the students went under seven sessions of differential equations of grade one, and another group was taught differential equations in a traditional way. After that, the results obtained were evaluated using SPSS software and Mann-Whitney U test to reach the conclusion. The results indicate the effectiveness of concept mappings. The students show ability to recognize the structure of differential equations that cannot be seen in the results of a traditional teaching method. In addition, the misunderstandings in misconceptions of such structures can be revealed. Therefore, it can be recommended to use the concept maps about differential equations as a complementary assessment tool along with common written tests.
Article
Full-text available
In the context of the curriculum in Madrasah (Islamic school), using mind mapping in the learning process of Arabic text reading skills is an alternative chosen to improve student's reading competence. This study aimed to describe the design process of learning Arabic text reading skills by utilizing mind mapping techniques, as well as showing the form of mind mapping that has been prepared by students individually and in groups. Qualitative method was a suitable method used in this research with the object of research was students of Arabic language study program. The research data was extracted through observation and documentation. Observation is done by observing the course of the learning process and documentation in the form of student work in the form of mind mapping is analyzed. The International Class Program (ICP) of students selected in this study amounted to 50 students in department of Arabic Language and Literature at Universitas Islam Negeri Maulana Malik Ibrahim, Malang.The findings of this study showed that the compiled mind mapping shows the creativity of students, where each student makes a different and varied mind map, both in shapes, colors, and hyphens. The concept of the Buzan model mind mapping used in this study. This study concluded that learning text reading skills using mind mapping has made students more creative, active, confident, and easy to understand.
Article
Business Process Management (BPM) needs to be adjusted quickly and flexibly to cope with the dynamics of the business environment, so the demand for the incorporation of agility has reached BPM. To contribute to the theoretical consolidation of Agile BPM, it is necessary to develop a conceptualization for the term, that is, to describe the essential attributes for its understanding. Communicating the meaning of the concept in reduced words occurs through the definition, so the main objective of this study is to develop a scientific definition for Agile BPM. This study was performed in three phases. First, a systematic literature review was conducted to investigate how the scientific literature has addressed Agile BPM. Next, a deductive analysis was performed to conceptualize Agile BPM. In the third phase, a consultation with experts was conducted to refine the conceptual view and critique a tentative definition, preceded by judges' analysis to consolidate the definition. As a result, the concept of Agile BPM was elaborated, and based on the reduction of this conceptualization, a scientific definition was presented which describes that Agile BPM is “the promotion of BPM in which practitioners stimulate change quickly and flexibly in order to meet organizational demands with compliance and provide a better customer experience”. There is a pioneering spirit in the present study regarding the deliberate conceptualization of Agile BPM, which provides the basis for discussion of the topic, and helps scientific dissemination through a definition, contributing to the development of a theory of Agile BPM.
Preprint
Full-text available
We study state-of-the-art models for Electricity Price Forecasting ranging from standard inferential statistical methods to deep learning based ones. Combining multiple weekday dummies with historical data, we propose an innovative forecast solution where electricity spot prices series are decomposed into a seasonal trend component plus a stochastic one. The latter allows us to provide a highly performing predictive solution in all considered time windows.
Article
Educational theory and practice are historically influenced by the view of behavioral psychologists that learning is synonymous with behavior change. Helping People Learn argues for the practical importance of an alternate view, that learning is synonymous with a change in the meaning of experience. Based on the foundations of cognitive psychology and constructivist epistemology, this book presents a science of education that can guide the development of successful and meaningful educational programs. It serves as a sequel to the best-selling Learning How to Learn and includes ideas developed through the author's research and training programs conducted over the past thirty years. It emphasises the power of the knowledge representation tool 'concept maps', designed to facilitate meaningful learning and creativity. This book capitalises on the advances in technology and is of interest to students, professionals and researchers in educational psychology and learning theory.
Article
Full-text available
The search for new, authentic science assessments of what students know and can do is well under way. This has unearthed measures of students' hands‐on performance in carrying out science investigations, and has been expanded to discover more or less direct measures of students' knowledge structures. One potential finding is concept mapping, the focus of this review. A concept map is a graph consisting of nodes representing concepts and labeled lines denoting the relation between a pair of nodes. A student's concept map is interpreted as representing important aspects of the organization of concepts in his or her memory (cognitive structure). In this article we characterize a concept map used as an assessment tool as: (a) a task that elicits evidence bearing on a student's knowledge structure in a domain, (b) a format for the student's response, and (c) a scoring system by which the student's concept map can be evaluated accurately and consistently. Based on this definition, multiple concept‐mapping techniques were found from the myriad of task, response format, and scoring system variations identified in the literature. Moreover, little attention has been paid to the reliability and validity of these variations. The review led us to arrive at the following conclusions: (a) an integrative working cognitive theory is needed to begin to limit this variation in concept‐mapping techniques for assessment purposes; (b) before concept maps are used for assessment and before map scores are reported to teachers, students, the public, and policy makers, research needs to provide reliability and validity information on the effect of different mapping techniques; and (c) research on students' facility in using concept maps, on training techniques, and on the effect on teaching is needed if concept map assessments are to be used in classrooms and in large‐scale accountability systems. © 1996 John Wiley & Sons, Inc.
Conference Paper
Full-text available
This paper describes CMEX Mars, an effort to create a comprehensive set of concept maps to describe all aspects of Mars exploration. These concept maps, created using the CmapTools software developed by the Institute for Human and Machine Cognition, are available on the Internet at http://cmex.arc.nasa.gov/CMEX and are linked among themselves as well as to resources on the Internet. The work described took place mainly between 1998 and 2001 and combined the goals of: 1) developing a library of concept maps for educational outreach, while also 2) refining the capabilities of the software used to create the interactive maps, and 3) making them available on the Internet. Here we focus on the library of Mars exploration concept maps that has been created.
Conference Paper
Full-text available
Electronic concept mapping tools provide a flexible vehicle for constructing concept maps, linking concept maps to other concept maps and related resources, and distributing concept maps to others. As electronic concept maps are constructed, it is often helpful for users to consult additional resources, in order to jog their memories or to locate resources to link to the map under construction. The World Wide Web provides a rich range of resources for these tasks—if the right resources can be found. This paper presents ongoing research on how to automatically generate Web queries from concept maps under construction, in order to proactively suggest related information to aid concept mapping. First, it examines how concept map structure and content can be exploited to automatically select terms to include in initial queries, based on studies of (1) how concept map structure influences human judgments of concept importance, and (2) the relative value of including information from concept labels and linking phrases. Second, it examines how a concept map can be used to refine future queries by reinforcing the weights of terms that have proven to be good discriminators for the topic of the concept map. The described methods are being applied to developing “intelligent suggesters” to support the concept mapping process.
Article
Full-text available
This paper contains a description of a network-based, Learning Environment Organizer entitled LEO, which takes its impetus from the Assimilation Theory of meaningful learning (1). LEO represents a new approach to computer-mediated augmentation of face-to-face, or hybrid courses, and a different approach to distance learning course delivery. LEO provides the learner with a graphical advance organizer for the course, links to instructional content, various completion criteria for topics, and a visual representation of student progress. The organizer is non-linear in the sense that it maps only those prerequisites that are necessary for any given topic, creating many potential paths through the material. LEO is part of a software suite entitled "CmapTools" that provides a unique method of knowledge modeling or instructional content structuring. LEO can be used to organize CmapTools-type knowledge models or any other online instructional content. This work presents a description of the software's rationale, basic functionality, look and feel, and a discussion of an example course organizer.
Article
In this paper, we report on a continuing research effort aimed at the development of an integrated knowledge acquisition system, ICONKAT. We describe the components of the tool and discuss how they may be used to facilitate the design, construction, testing, maintenance and explanation of knowledge bases. ICONKAT's knowledge elicitation subsystem, based on both personal construct theory and assimilation theory, interactively assists the domain expert in the task of building a model of his or her expertise. ICONKAT employs a collection of modeling primitives (i.e. the glue) as the material basis for the construction of a conceptual domain model. The maintenance subsystem provides support tools for use by the knowledge engineering team, as well as the domain expert, when testing the system's performance, refining the knowledge base, and maintaining the overall system. The components of the maintenance subsystem employ a variety of mediating representations (e.g. concept maps, repertory grids) to furnish various perspectives of the evolving domain model as embodied in the modeling primitives. Moreover, the domain model that emerges from the knowledge acquisition process is subsequently exported from the development environment to the delivery environment where it serves as the foundation of the explanation capability for the deployed system. ICONKAT is currently employed in the design and construction of an expert system for the diagnosis of first pass functional cardiac images.