scholarly journals How does the Type of Task Influence the Performance and Social Regulation of Collaborative Learning?

2018 ◽  
Vol 7 (2) ◽  
pp. 28 ◽  
Author(s):  
Santiago Roger Acuna ◽  
Gabriela Lopez-Aymes ◽  
Silvia T. Acuna-Castillo

In this paper we analyze the effects of the type of collaborative task (elaboration of concept map vs elaboration of expository summary) on the performance and on the level of collaboration achieved by Mexican university students in the multimedia learning of a social sciences content (Communication Psychology). Likewise, the processes of social regulation that are put into play in these collaborative tasks are described. Forty-five students (17 women and 28 men) grouped in 15 triads participated in the study. Each triad was assigned to one of the two collaborative conditions: elaboration of concept map (8 groups) and elaboration of an expository summary (7 groups). It was monitored that there were no significant previous differences between two conditions regarding: reading comprehension, reading comprehension regulation strategies and domain-specific prior knowledge. To evaluate the performance in learning, the quality of the proposals made in concept maps and summaries were taken adapting the procedure proposed by Haugwitz, Nesbit and Sandmann (2010), and also the results obtained by the students in a multiple-choice questionnaire about the knowledge area. Likewise, the level of collaboration perceived by each member of the teams was examined using a Collaboration questionnaire developed by Chan and Chan (2011). The identification and characterization of the processes of social regulation was carried out through a qualitative analysis of the exchanges registered during the collaborative activity, considering the type (co-regulation and shared regulation) and the regulation orientation (directed to the task or to the management of collaboration). The quantitative results analysis showed the existence of significant effects working with collaborative concept maps in the knowledge acquired during the collaborative task and in some of the indicators of perceived collaboration. Although no significant statistical differences were found, in the teams that elaborated expository summaries, a predominance of episodes of regulation directed towards the cognitive activity of the collaborative task was observed, being scarce, in both conditions, the episodes of social regulation directed towards collaboration within the triads.

لارك ◽  
2019 ◽  
Vol 1 (10) ◽  
pp. 1-18
Author(s):  
Nada Jabbar Abbas ◽  
Kusai Tawfiq Ghazal

           Reading skill has not been given enough care by the teachers of English language in the classrooms so students are no more good readers. As a result students should be aware of the strategies that they can follow when they start reading in order to make the reading process a fruitful process. One of the reading techniques that help students comprehend what they read is the concept mapping technique of teaching (CM). The researchers conducted a study to investigate the effect of using the indicative concept mapping technique  on the students' reading comprehension achievement . Therefore, this study tries to answer the following question: “Is there a statistically significant difference between the mean scores attained by the experimental group and those attained by the control group on reading comprehension on the post-test that can be attributed to the concept mapping technique”?           To answer this question, the researchers selected two groups of students randomly to form the experimental and the control groups with (20) students for each group. The two groups set for pre-test to assure that the two groups are equivalent. The experimental group was taught reading comprehension (RC) lessons through the use of indicative concept map technique. On the other hand, the controlling group was taught by the traditional technique of teaching reading comprehension.            The findings revealed that there are significant differences between the mean scores attained by the experimental group and those attained by the control group in favor of the experimental group due to the use of Concept mapping technique; therefore, the researchers rejected the null hypothesis and accepted the alternative one which indicates that there is a significant differences between the experimental and the control groups. The researchers recommended in light of the findings that the students should be encouraged to follow the concept mapping technique while reading and to engage students in such activities that allow them to transfer more and more lessons into different types of concept maps.


Author(s):  
Aryo Pinandito ◽  
Didik Dwi Prasetya ◽  
Yusuke Hayashi ◽  
Tsukasa Hirashima

Apart from contributing to students’ learning outcomes, learning activities with digital concept maps were useful, fun, and engaging. Kit-Build concept map is a learning framework that incorporated concept map recomposition as its essential activity. It has been used to learn English as a Foreign Language (EFL) reading comprehension. Students learn through recomposing digital concept maps from a set of teacher’s concept map components; hence, the teacher’s concept map is essential in Kit-Build. A teacher’s concept map should reflect the learning context and strategy, the teacher’s purpose and intention, students’ understanding level, and focus questions. However, automatic-generated concept maps with Concept Map Mining (CMM) can only produce general concept maps that are not fit and difficult to correspond to said reasons. As teacher’s concept maps are essential in learning with Kit-Build, improving teachers’ productivity in composing concept maps of a particular learning material becomes necessary. This study proposed a semi-automatic concept map generation approach of EFL reading comprehension texts with CMM to assist teachers composed their concept maps. The proposed concept map generation approach was integrated into the current Kit-Build concept map authoring tool as an authoring support feature. The accuracy of the support feature in generating concept map components is presented in this research. The result suggested that the proposed authoring support tool is better used to refine a concept map.


2019 ◽  
Vol 10 (2) ◽  
pp. 93-116
Author(s):  
Ehsan Rassaei

AbstractThe present study investigates the effects of two concept mapping strategies, guided concept mapping and concept map correction, on second language (L2) reading comprehension during eight instructional sessions. The study also aims to examine the effects of these concept mapping techniques on learners’ awareness of other reading strategies. The participants included 56 intermediate level Persian EFL learners enrolled in three intact EFL classrooms. The three intact classes were designated as two experimental groups and one control condition. Learners in one experimental group were asked to do guided concept mapping by reading a text in each session and completing a partially filled concept map of the text afterwards. The participants of the second experimental group were provided with a similar text in each session along with its concept map in which some concepts were wrongly incorporated and were asked to revise the concept map. Participants of the control group were asked to read the same texts without doing any concept mapping activity. Reading comprehension pre- and post-tests and a strategy awareness questionnaire were used as dependent measures. Analysis of the participants’ post-test comprehension scores revealed that both concept mapping techniques were effective for promoting the participants’ reading comprehension skill. Meanwhile, the results indicated that map correction was more effective than guided concept mapping for promoting reading comprehension. The findings also revealed that drawing concept maps enhances learners’ awareness of other reading strategies.


Author(s):  
Andrew J. Afram ◽  
John Briedis ◽  
Daisuke Fujiwara ◽  
Robert J.K. Jacob ◽  
Caroline G.L. Cao ◽  
...  

A concept map is a diagram that consists of nodes that contain individual concepts or pieces of information. These nodes are connected by lines that represent relationships between the information. Large concept maps are difficult to explore and navigate using current digital display interfaces. As users zoom in on a desired node, connections between the node of interest and surrounding nodes become hidden from the user. A combination of fisheye zooming and semantic zooming mechanisms to maintain the visual connections between the nodes was implemented, and a user study to determine whether this technique helps users learn from the map was conducted. The user study revealed that participants were able to recall more information presented in a concept map, with practically no difference in the amount of time spent using the map, despite the novelty of the semantic fisheye interface.


2017 ◽  
Vol 18 (4) ◽  
pp. 849-874 ◽  
Author(s):  
I. B. A. Ghani ◽  
N. H. Ibrahim ◽  
N. A. Yahaya ◽  
J. Surif

Educational transformation in the 21st century demands in-depth knowledge and understanding in order to promote the development of higher-order thinking skills (HOTS). However, the most commonly reported problem with respect to developing a knowledge of chemistry is poor mastery of basic concepts. Chemistry laboratory educational activities are shown to be less effective in developing an optimum conceptual understanding and HOTS among students. One factor is a lack of effective assessment and evaluation tools. Therefore, the primary focus of this study is to explore concept maps as an assessment tool in order to move students' thinking skills to a higher level during laboratory learning activities. An embedded mixed method design is used in this study, which has also employed a pre-experimental research design. This design triangulates quantitative and qualitative data, which are combined to strengthen the findings. A low-directed concept mapping technique, convergence scoring method, and pre-post laboratory concept map were used in this study. An electrolysis HOTS test was used as the research instrument in order to measure the level of student achievement with respect to high-level questions. In addition, the thought process that is involved when students construct concept maps has been explored and studied in detail by utilising a think-aloud protocol. Results showed a positive development towards understanding and higher level thinking skills in students with respect to electrolysis concepts learned through chemistry laboratory activities. An investigation of the students' thinking processes showed that high-achieving students were more capable of giving a content-based explanation of electrolysis and engaged in monitoring activities more often while building a concept map. Nonetheless, all categories of students managed to show a positive increase in the activities of explanation and monitoring during the construction of concept maps after they were exposed to the assessment tool in the laboratory learning activities. In conclusion, the assessment activity using concept maps in laboratory learning activities has a positive impact on students' understanding and stimulates students to increase their HOTS.


2020 ◽  
Vol 15 ◽  
pp. 22-25
Author(s):  
Nataliia Borysova

The article reveals the concept of conceptual mapping in the process of learning a foreign language. It is stated that a concept map is a diagram that shows the relationships between notions. Such maps are graphical tools for organizing and presenting knowledge. It is emphasized that the most useful form of a concept map for teaching and learning is one that is placed in a hierarchical organization, where more general and comprehensive notions are at the top of the map and more specific at the bottom. The difference between concert cards and mind maps is given. It is emphasized that despite a similarity of mind maps and concept maps, these two methods differ in many respects, in particular, concept maps are characterized by clear links between the described ideas and are more structured than mind maps, as a formally approximate description, which places ideas in some sequence and organizes them hierarchically by levels of importance.


Author(s):  
Xin Liu ◽  
Kai Liu ◽  
Xiang Li ◽  
Jinsong Su ◽  
Yubin Ge ◽  
...  

The lack of sufficient training data in many domains, poses a major challenge to the construction of domain-specific machine reading comprehension (MRC) models with satisfying performance. In this paper, we propose a novel iterative multi-source mutual knowledge transfer framework for MRC. As an extension of the conventional knowledge transfer with one-to-one correspondence, our framework focuses on the many-to-many mutual transfer, which involves synchronous executions of multiple many-to-one transfers in an iterative manner.Specifically, to update a target-domain MRC model, we first consider other domain-specific MRC models as individual teachers, and employ knowledge distillation to train a multi-domain MRC model, which is differentially required to fit the training data and match the outputs of these individual models according to their domain-level similarities to the target domain. After being initialized by the multi-domain MRC model, the target-domain MRC model is fine-tuned to match both its training data and the output of its previous best model simultaneously via knowledge distillation. Compared with previous approaches, our framework can continuously enhance all domain-specific MRC models by enabling each model to iteratively and differentially absorb the domain-shared knowledge from others. Experimental results and in-depth analyses on several benchmark datasets demonstrate the effectiveness of our framework.


Author(s):  
Christina J. Preston

This chapter focuses on teachers’ multidimensional concept mapping data collected at the beginning and end of a one-year Masters level course about e-learning. A multidimensional concept map (MDCM) defines any concept map that is multimodal, multimedia, multilayered and/or multi-authored. The teachers’ personal and professional learning priorities are analysed using two semiotic methods: the first is a traditional analysis of the words used to label the nodes; the second is an innovative analysis method that treats the whole map as a semiotic artefact, in which all the elements, including the words, have equal importance. The findings suggest that these tools offer deep insights into the learning priorities of individuals and groups, especially the affective and motivational factors. The teachers, as co-researchers, also adopted MDCM to underpin collaborative thinking. These research tools can be used in the assessment process to value multimodal literacy and collaborative engagement in new knowledge construction.


Author(s):  
Simone C.O. Conceição ◽  
Maria Julia Baldor ◽  
Carrie Ann Desnoyers

This chapter describes a study that used the community of learning and inquiry and concept maps as strategies to facilitate individual construction of knowledge in an asynchronous online course. Six factors influenced the concept map creation, which in turn affected individual construction of knowledge: group characteristics, social presence, cognitive presence, facilitation style of student, discussion summary format, and teacher presence. Working in a collaborative community allowed students to explore different ideas and concepts, but it was through the individual concept map work that students refined and expanded their knowledge and constructed personal meaning. The chapter concludes with strategies to facilitate individual learning in a collaborative online environment.


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