scholarly journals Proposal of a Behavioral Model for Robots Supporting Learning According to Learners’ Learning Performance

2020 ◽  
Vol 32 (4) ◽  
pp. 769-779
Author(s):  
Ryo Yoshizawa ◽  
Felix Jimenez ◽  
Kazuhito Murakami ◽  
◽  

Educational support robots have been the focus of study in recent years. Studies have reported that robots providing educational support, based on cognitive apprenticeship theory, provided learners with effective collaborative learning. However, the robots were remote controlled, so no behavioral model was constructed of robots operating autonomously to provide educational support. Therefore, in this paper, we construct a behavioral model in which robots autonomously provide educational support based on cognitive apprenticeship theory. In addition, through a comparative experiment with a behavioral model providing educational support in accordance with learner requests, which is a conventional technique, we verify the learning effects of this behavioral model on university students.

Author(s):  
Kenya Miyauchi ◽  
Felix Jimenez ◽  
Tomohiro Yoshikawa ◽  
Takeshi Furuhashi ◽  
Masayoshi Kanoh ◽  
...  

In recent years, educational support robots that assist learners have attracted attention. The main role of teacher-type robots in previous research has been to teach students how to solve problems and to explain learning material. Under such conditions, students may not learn the material adequately due to their reliance on the support of the robot; this paper utilizes the cognitive apprenticeship theory in order to prevent this problem. The cognitive apprenticeship theory asserts that the support provided to a student should change according to the student’s learning situation. Previous studies have reported that pedagogy based on the cognitive apprenticeship theory can improve students’ learning skills. Therefore, we hypothesize that students’ learning will improve when robots teach them how to solve questions based on the cognitive apprenticeship theory. In this paper, we investigate the learning effects of robot teaching based on the cognitive apprenticeship theory in collaborative learning with junior high-school and university students. The results of this experiment suggest that collaborative learning with robots that employ the cognitive apprenticeship theory improves the learning of high-school and university students.


Author(s):  
Seiyeong Park ◽  
Junhye Kwon ◽  
Chiyoung Ahn ◽  
Hae-Sung Cho ◽  
Hyo Youl Moon ◽  
...  

Previous studies have identified that a behavior can occur through the strongest predictor intention, but there is a gap between intention and behavior. Dopamine receptor D2 (DRD2) is known to account for a variance in sporting behaviors in human and animal subjects. However, the relationship between DRD2 and sport participation has been poorly studied, and the limited available reports are inconsistent. The present study was performed to examine the impact of DRD2 on sport participation among Korean university students based on the integrated behavioral model (IBM). Data were collected from enrolled university students in Seoul (N = 45). Participants answered survey questions first, and then they gave investigators their hair to provide DNA information (i.e., the A1 allele of DRD2). DRD2 had a significant effect on sport participation, but only in male students. Male students who carried the A1 allele of DRD2 significantly participated in 105.10 min more sporting activities than male students who did not. Moreover, the effect of intention on sport participation was significantly decreased when considering DRD2. Despite the small sample size, the results of this study could be a preliminary case for a larger study and indicate the direction of future research. Our results suggest that DRD2 may have played an important role as the “actual skill” shown in the IBM.


Author(s):  
Yugo Hayashi

AbstractResearch on collaborative learning has revealed that peer-collaboration explanation activities facilitate reflection and metacognition and that establishing common ground and successful coordination are keys to realizing effective knowledge-sharing in collaborative learning tasks. Studies on computer-supported collaborative learning have investigated how awareness tools can facilitate coordination within a group and how the use of external facilitation scripts can elicit elaborated knowledge during collaboration. However, the separate and joint effects of these tools on the nature of the collaborative process and performance have rarely been investigated. This study investigates how two facilitation methods—coordination support via learner gaze-awareness feedback and metacognitive suggestion provision via a pedagogical conversational agent (PCA)—are able to enhance the learning process and learning gains. Eighty participants, organized into dyads, were enrolled in a 2 × 2 between-subject study. The first and second factors were the presence of real-time gaze feedback (no vs. visible gaze) and that of a suggestion-providing PCA (no vs. visible agent), respectively. Two evaluation methods were used: namely, dialog analysis of the collaborative process and evaluation of learning gains. The real-time gaze feedback and PCA suggestions facilitated the coordination process, while gaze was relatively more effective in improving the learning gains. Learners in the Gaze-feedback condition achieved superior learning gains upon receiving PCA suggestions. A successful coordination/high learning performance correlation was noted solely for learners receiving visible gaze feedback and PCA suggestions simultaneously (visible gaze/visible agent). This finding has the potential to yield improved collaborative processes and learning gains through integration of these two methods as well as contributing towards design principles for collaborative-learning support systems more generally.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Greeni Maheshwari

PurposeThe purpose of the paper is to investigate the influence of personality traits, individual factors and theory of planned behaviour (TPB) components (personal attitude, subjective norms and perceived behavioural control) on entrepreneurial intentions of university students. The study further aims to determine which factors have a higher influence on the entrepreneurial intentions of the students.Design/methodology/approachThe data was collected using an online survey from 164 students studying in universities in Vietnam. The study used confirmatory factor analysis and hierarchical regression to analyse the data.FindingsResults suggested that educational support has no impact on entrepreneurial intentions but individual factors such as self-efficacy, risk propensity and need for power and all the TPB components influenced entrepreneurial intentions. The TPB components had a higher influence on entrepreneurial intentions of students as compared to individual factors.Originality/valueOnly a few studies have been conducted to determine the strength of factors affecting entrepreneurial intensions of the students. This study demonstrates that TPB components have the highest influence on entrepreneurial intentions. Moreover, the study introduces an independent variable, need for power which is rarely used in any such studies and this adds a new component to the already existing research framework and in academic literature.


2019 ◽  
Vol 5 ◽  
pp. 177-182
Author(s):  
Elena Dubrovskaya

The article considers the phenomenon of gamification in education, studies various electronic resources creating educational quizzes, presents a comparative analysis of their advantages and disadvantages in order to teach foreign languages to University students. To prove the efficiency, the results of a comparative experiment of the use of electronic resources for creating quizzes are given.


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