Learning Context Restrained Correlation Tracking Filters via Adversarial Negative Instance Generation

Author(s):  
Bo Huang ◽  
Tingfa Xu ◽  
Jianan Li ◽  
Fei Luo ◽  
Qingwang Qin ◽  
...  
2020 ◽  
Vol 31 (1) ◽  
pp. 23-34
Author(s):  
Kristóf Fenyvesi ◽  
Kerry Osborne ◽  
Matias Kaukolinna ◽  
Merja Sinnemäki ◽  
Leena Kuorikosi ◽  
...  

2019 ◽  
Author(s):  
Adib Rifqi Setiawan

Based on the perspective that motivation is an essential element for learning and academic achievement nor challenge that its components are not directly observable variables, I was empirically examined the instrument through rigorous survey data. The instrument used was Science Motivation Questionnaire II (SMQ-II) that translated into Indonesian Language. The 4 expert judged my Indonesian translation version of SMQ-II and 240 students responded to this version. It assesses five motivation components: intrinsic motivation, self-determination, self-efficacy, career motivation, and grade motivation. The findings of this work show that the questionnaire is a valid and reliable and that the entire questionnaire can be completed in about 15 minutes. Through this work, I suggest my version of SMQ-II in Bahasa Indonesia can be used as an efficient instrument for assessing components of students’ motivation to learn science in Indonesia secondary school.


2019 ◽  
Author(s):  
Whasfi Velasufah ◽  
Adib Rifqi Setiawan

Based on the perspective that motivation is an essential element for learning and academic achievement nor challenge that its components are not directly observable variables, we have examined empirically the instrument through rigorous survey data. The instrument used was Science Motivation Questionnaire II (SMQ-II) that translated into Bahasa Indonesia. The 4 expert judged our Indonesian translation version of SMQ-II and 240 students responded to this version. It assesses five motivation components: intrinsic motivation, self-determination, self-efficacy, career motivation, and grade motivation. The findings of this work shows that the questionnaire is a valid and reliable and the entire questionnaire can be completed in about 15 minutes. Through this work, we suggest our version of SMQ-II in Bahasa Indonesia as an efficient instrument for assessing components of Indonesia students’ motivation to learn in various learning context.


2017 ◽  
Vol 75 (268) ◽  
Author(s):  
Susana TOBOSO ONTORIA ◽  
Inmaculada TELLO DÍAZ-MAROTO ◽  
Francisco José ÁLVAREZ GARCÍA

2020 ◽  
pp. 105708372098227
Author(s):  
Cynthia L. Wagoner

I investigated how preservice instrumental music teachers understand and describe their teacher identity through the use of metaphor in a one-semester instrumental methods course emphasizing authentic context learning. Twenty-five third-year instrumental methods course music education students created a personal metaphor to explore their professional identity construction. Preservice teacher metaphors were revisited throughout the semester, while students participated in an authentic context learning experience in an urban instrumental music classroom. Data sources included student artifacts, informal interviews, and observation/field notes. The impact of teaching within an authentic learning context appears to enrich the ways in which preservice teachers are able to articulate details of their metaphor descriptions. Through their reflections across the semester, preservice teachers demonstrated how personal metaphors were used to restructure their understandings of teacher identity and capture some of the complexities of becoming teachers.


2021 ◽  
pp. 073563312110107
Author(s):  
Cixiao Wang ◽  
Huixiao Le

In collaborative learning, the intuition “the more device, the merrier” is somehow widely acknowledged, but little research has investigated the relationship between device-student ratio and the learning outcome. This study aims to investigate not only the main effect of different device-student ratio, also to identify the moderators in the learning context including task complexity, external script availability and students’ familiarity to the collaboration settings. A three-round quasi-experiment was conducted in a primary school in mainland China, 130 fifth-grade students from four classes participated. Group worksheet including conceptual understanding and problem-solving tasks were used to collect participants’ inquiry performance. Repeated measures ANOVA was employed in data analysis. Findings indicate that 1:m device-student ratio could be beneficial, and external scripts, and prior collaboration experience could moderate such effect. The different effect of 1:m device-student ratio to 1:1 is only significant in the situation when students are faced with relatively simple task, and the effect size is larger when external script is present. When the task is more complicated, such effect of device-student ratio would only emerge after a period of collaboration. This finding challenged the intuition that one-to-one device-student ratio could be better. Related discussions and recommendations to teaching were made.


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