Behavioral modeling based on cloud computing and target user recommendation for English cloud classroom

The English cloud classroom learning system provides a simple and effective way to access cloud-based training and learning materials. Student records based on behavioral modeling and interactive volume are assumed that the degree of student participation in the course measure. Previous studies, typically the frequency of student activities while ignoring temporary information. Analysis of Students' Activities in the course over time. According to the online classroom activity data, similar behavior change with time students are clustered. These results are three different groups. A large majority of inactive students. Another group to active throughout the students. However, a group of students to the event, but their activity will be reduced throughout the course. These student groups exhibit different performance. Overall students more active, the better the results. In addition to these general trends, also identified a trend of alternative courses that can be found, for example, becomes an active group of students in the course. It suggests that students' behavior is identified from a single course of conduct than the more complex, multi-mode learning activities course. More research is essential. In this study, investigated the Portuguese teachers 'views on classroom management, the relationship between self-off and the efficacy of teachers' and teachers' perception of classroom behavioral teachers' perception of time. Use mediator and moderator variables on the cloud classroom management, and teachers of English teachers perceive the relationship between classroom conditions were cheating process analysis.     

What factors predict undergraduate students' use of technology for learning? A case from Hong Kong

A sound understanding of technology use from the learners' perspective is crucial. This study intends to contribute to our understanding on student technology use by focusing on identifying the factors that influence students' adoption of technology for learning and the relationships between these factors. Students studying at a Hong Kong university were surveyed and the results revealed that the compatibility of technology and their learning styles and needs, the availability of encouragement and supports from peers and teachers, and their attitudes toward technology use were dominant predictors of students' technology use for learning. Perceived usefulness of technology for learning and students' perceptions of their general ICT literacy skills had less predictive power on their technology use. The findings suggest promoting students' adoption of technologies for learning through enhancing their appreciation of technologies' utilities in learning and through maximizing teachers' and peers' role in shaping and supporting their technology use.     

An analysis of multiple factors relating to teachers' problematic information security behavior

Given the high Internet penetration rate and the huge repository of data stored online, there is a growing trend urging people to utilize data. However, the potential for the malicious use of data disclosed online necessitates attention. Risky information security behavior often leads to damage. Previous research has focused on information security behavior in the workplace; however, there has been little research on teachers' perceptions of their own information security behavior, in particular for teachers in primary and secondary education. For students at this age, their teachers can serve as models. Through understanding teachers' information security behavioral intentions and related protection motivation, we can design training programs for teachers and hence increase teachers' as well as students' normative judgment with regard to information security behavior. The purpose of this research is to explore those factors that relate to teachers' information security behavior as grounded in Protection Motivation Theory. Additionally, the construct of social norms was incorporated based on several studies. Overall, we wish to examine how perceived severity, vulnerability, response-efficacy, self-efficacy, response costs and social norms related to teachers' problematic information security behavior. Structural equation modeling was implemented to analyze the relationships. The results and implications are presented.     

How teachers integrate a math computer game: Professional development use,teaching practices,and student achievement

As more attention is placed on designing digital educational games to align with schools' academic aims (e.g., Common Core), questions arise regarding how professional development (PD) may support teachers' using games for instruction and how such integration might impact students' achievement. This study seeks to (a) understand how teachers use PD resources (e.g., technology personnel and game‐use workshops) for integration; (b) determine how teachers integrate games into their instruction; and (c) examine how those teaching practices are associated with student achievement. This mixed method study used survey and interview responses from elementary school teachers (n = 863) with access to PD resources for implementing a math game intervention and standardized math‐test scores from their second‐ through sixth‐grade students (n = 10,715). Findings showed few teachers sought PD assistance for integration, but many desired such support. Some reported using integrative practices (i.e., referencing game and using game‐generated progress reports) to identify struggling students, whereas several found integration challenging. Teachers' reordering of game objectives to align with lessons and viewing of game‐based PD videos were associated with increased student math achievement in our OLS‐analysis. However, this result was no longer statistically significant within a school fixed‐effects model, suggesting school differences may influence how strongly teachers' practices are associated with student achievement.     

Enacting a technology-based science curriculum across a grade level: The journey of teachers' appropriation

Studying teacher enactment of an innovation helps us understand the process of effective spread of a curricular innovation to teachers who have differing levels of content readiness, pedagogical orientations, teaching competency, different student profiles, and professional development experiences. Towards this, we explore how different teachers in the same grade level appropriated a common science curriculum enabled by mobile technologies in their classrooms. The innovative science curriculum: Mobilized 5E (Engage–Explore–Explain–Elaborate–Evaluate) Science Curriculum was developed through an iterative cycle of design-based research. As curriculum designs were not self-sufficient by themselves, the enactments of the teachers differed in how they leveraged on students' artifacts, how they integrated the technology into the class, the ways in which they interacted with the students, and how they scaffolded students' activities in a mobile learning setting. In this study, the teachers' enactments of mobilized 5E lessons were observed, analyzed and compared, with the aim of exploring the differences of lesson enactment amongst them. The results showed that teachers' different pedagogical orientations affected their instructions, especially their ways of technology integration in the class, and their patterns of interactions with the students. Based on the exploration of the teacher enactment of the mobilized 5E curriculum, implications are drawn concerning the implementation of innovative curricula implementation and the supports for teacher professional development of such innovation with the ultimate purpose of sustaining and scaling.     

Professional development to enhance teachers' practices in using information and communication technologies (ICTs) as cognitive tools: Lessons learned from a design-based research study

Technology integration in K-12 classrooms is usually overly teacher-centered and has insufficient impact on students' learning, especially in enhancing students' higher-order cognitive skills. The purpose of this project is to facilitate science teachers' use of information and communication technologies (ICTs) as cognitive tools to shift their practices from traditional teacher-centered methods to constructivist, student-centered ones. This paper describes the outcomes and lessons learned from an application of design-based research (DBR) in the implementation and refinement of a teacher professional development (PD) program that is a key component of the overall project. This DBR study involved 25 middle-school science teachers from 24 schools whose implementation of cognitive tools with their students in science classrooms and virtually through a social networking site were observed over four years. A mixed-methodology was utilized to examine the impact of the cognitive tools intervention on teachers' classroom practices and students' development of new literacy skills. Identifying reusable design principles related to technology integration was another focus of the DBR study. The results revealed teachers' positive changes in their classroom practices by gradually allowing students to take control over the use of technology, and positive impact on students' ICT skills and science learning. Design principles for future professional development programs aimed at preparing teachers to adopt a cognitive tools approach are described.     

Technology and its impact in the classroom

Recent findings have shown that at-risk students in grades k-12 are being deprived of challenges and of the chance to use complex thinking skills. The purpose of this study is to determine the effect that the level of computer technology use in the classroom has on at-risk students' grades and attendance. A teacher technology survey is used to measure teacher use, student use and overall use of technology in the classrooms. The sample for this study consists of teachers from a Northwest Ohio high school. Results of the study indicate that teachers' technology use, students' technology use, and overall technology use have no significant positive effect on the grades and attendance of at-risk students. In addition the study finds that technology use is low among the teachers in the sample. These results suggest that for technology to be effective and make changes in at-risk students' grades and attendance, schools must be prepared for technology use in the classroom. Leaders need to develop a model that would include a shared vision, entire school community involvement, specific training for staff and time for the training, a full time technology director and time for the staff to communicate and share among peers for technology to be an effective tool in the classroom curriculum.     

Unpacking and repacking the factors affecting students' perceptions of the use of classroom communication systems (CCS) technology

This exploratory study investigated the relationships between students' perceptions of their classroom experiences and instructional and contextual factors involved with the use of Classroom Communication Systems (CCS) technology. A mixed methods approach was employed to examine these relationships using data collected from 931 students enrolled in one public university. Thematic analysis explored students' perceptions of the use of CCS. Three logit models with a sound predictability and model fit were established using logistic sequential regression. These models identified crucial instructional and contextual factors and examined the degree to which each of these factors was associated with student perceptions of classroom experiences with CCS. This study found that positive student perceptions of classroom experience with CCS were closely associated with the use of specific types of questions, formative feedback and assessment approaches, and the pedagogical training of the classroom instructors. These findings elucidate specific aspects of CCS use that are related to how students perceive the effectiveness of this technology, and may ultimately assist instructional designers and faculty developers in designing and implementing CCS to enhance students' classroom experiences.     

Changing teachers,changing students? The impact of a teacher-focused intervention on students' computer usage,attitudes, and anxiety

An important purpose of integrating computer use into everyday classroom instruction is to help students approach technology as a learning tool. Effective classroom integration is dependent not only on access to computers but also teachers' implementation of computing into learning. Successful implementation, in turn, depends largely on teachers' beliefs about classroom computing. The purpose of this study is to examine the effects of a teacher-focused technology intervention on students' attitudes toward and use of computers as learning tools. Teachers' attitudes, anxiety, and classroom computer use are explored as mediators of this relationship. Data were collected during a technology intervention in fourth and fifth grade classrooms in an urban public school district. Results suggest that the technology intervention itself had a positive effect on students' attitudes toward and use of computers for educational purposes. There was no evidence, however, that teachers' use or attitudes had any mediating effect on this relationship. These results suggest that it is possible to increase students' attitudes toward computer use through intense interventions aimed at their teachers. Future research should further investigate the mechanisms through which this relationship exits.     

How and why do student teachers use ICT?

This paper examines how and why student teachers made use of information and communication technology (ICT) during a 1‐year initial teacher education programme from 2008 to 2009. This is a mixed methods study involving a survey (N = 340) of the entire cohort and a series of semi‐structured interviews with a sample of student teachers within the cohort (N = 21). The study explored several themes, including the nature of student teachers' use of ICT; variation in the use of ICT; support for, and constraints on, using ICT; attitudes to ICT and to teaching and learning more generally. It was found that nearly all teachers were receptive to using ICT – more so than their in‐service counterparts – and made frequent use of it during their placement (internship) experience. The Interactive Whiteboard (IWB) was central to nearly all student teachers' use of ICT, in good part, because it was already used by their mentors and was widely accessible. Student teachers' use of ICT was categorized in three levels. Routine users focused mostly on the use of the IWB for whole class teaching; extended users gave greater opportunities for pupils to use ICT for themselves; innovative student teachers used ICT in a greater range of contexts and made more effort to overcome barriers such as access. ICT use was seen as emerging from a mix of factors: chiefly student teachers' access to ICT; their feeling of ‘self‐efficacy’ when using ICT; and their belief that ICT had a positive impact on learning – in particular, the impact on pupils' behavioural and affective engagement. Factors which influenced ICT use included mentoring, training and support. Limitations on student teachers' use of ICT are explored and it is suggested that new teachers need to be supported in developing a more discerning use as they begin their teaching careers.     

Motivation factors and barriers to the continuous use of blended learning approach using Moodle: students' perceptions and individual differences

ABSTRACT

Practitioners of blended learning encounter challenges on how to cater students individual needs and to increase their motivational involvement with the system. Therefore, this study aims to identify and evaluate the motivation factors and barriers that influence students' decisions to continue using blended learning based on Moodle platform. The study proposes a research model to gain a better understanding of students' behavioural attitudes, motivations, and barriers to the continuous use of blended learning. In addition, a multi-group analysis was conducted to examine individual differences between students from three different universities in Palestine. The findings provide a comprehensive understanding of students' behaviours and the investigated factors of the proposed model were truly significant in forming students' perceptions and reflecting their decisions to continue using such learning approach. Features of blended learning system were found to be the most significant motivational antecedents in relation to influencing students' perceptions and involvements in the learning environment, while perceived behavioural control and subjective norms were found to be the primary factors driving students' continuous use. Finally, the findings shed light on the impact of individual differences on students' perceptions and usage behaviours and suggest that these differences could be leveraged to provide adaptive usage decisions.     

Student teachers' first reflections on information and communications technology and classroom learning: implications for initial teacher education

Abstract This article explores student teachers' views of the use of information and communication technologies (ICT) in schools. There is limited research literature regarding the perceptions that such students develop in relation to the use of ICT in teaching while observing practice in schools. The paper offers an interpretive analysis of the opinions that a cohort of undergraduate student teachers at a Scottish University expressed in an online forum, following a period of school placement. As part of their initial teacher education (ITE), the students were asked to post messages on the forum in relation to the factors that they perceived as promoting or hindering the use of ICT in schools. Perceptions that students held were found to be complex and varied. Students associated the use of ICT with changes in the nature of classroom relations, as well as a reshaping of learning and teaching. While they welcomed the introduction of ICT as a tool for modernising teaching, students identified a variety of factors that hinder this process. The paper finishes by identifying some of the implications for those working with student teachers in encouraging their development of reflective practice with ICT and enhancing their positive attitudes in relation to the use of ICT in schools.     

Exploring the use of educational technology in primary education: Teachers' perception of mobile technology learning impacts and applications' use in the classroom

Mobile technology has become popular worldwide with a broad range of users, including students from all levels of education. Although the impact of mobile technology in classrooms has been extensively studied, less is known about teachers' perceptions of how mobile technology impacts in learning and its relation to Applications (Apps) use in the classroom. This state of affairs is problematic since we know that teachers' perceptions have a great influence on their teaching practices. This study used survey data gathered from 102 teachers of 12 different primary schools in Spain. The questionnaire collected data about teachers' individual information, teachers' perceptions on the impact of mobile technology in learning, and use of a set of selected Apps in the classroom. Findings suggest that facilitating access to information and increasing engagement to learning are the two main impacts of mobile technology in the classroom. Findings also show that the choice of Apps is related to the teachers' perception of how mobile technology impacts in learning. Findings could help teachers to take advantage of the combination of affordances of mobile technology and Apps that actually improve some aspects of learning practice.     

Enhancing community of inquiry and reflective thinking skills of undergraduates through using learning analytics-based process feedback

This research aims to investigate into the effect of using learning analytics (LA)-based process feedback on students' perceptions of community of inquiry (teaching, social and cognitive presence) and their reflective thinking skills. By using a mixed-method research approach (QUAN + qual), this study was conducted as an experimental design with the pretest–posttest control group. A total of 104 university students who were randomly assigned to the experiment group (EG) and control group (CG) were recruited in this study. The procedure was conducted within the scope of the computing course based on the flipped classroom (FC) model. While the participants in the EG received LA-based process feedback which shows their LA results in a weekly manner, those in the CG did not get any LA-based process feedback. The data were collected through the Community of Inquiry Scale, the Reflective Thinking Scale and a semi-structured student opinion form. The findings indicated that sending feedback including the students' LA results had a statistically significant effect on the students' perceptions of community of inquiry and reflective thinking skills. Based on the findings of the study, several recommendations for teachers, instructional designers and researchers have been made.     

Scaffolding student teachers' information‐seeking behaviours with a network‐based tutoring system

Student teachers' instructional planning requires them to regulate certain aspects of their own learning while designing lessons. The aim of this study is to support student teachers' self‐regulated learning through the convergence effect, where network‐based tutors are designed to optimize system recommendations of online resources based on information‐seeking behaviours. A total of 68 student teachers were randomly assigned to either a dynamic or static version of nBrowser, which converged a network or not towards an optimal configuration. The structural equation model suggests that student teachers spent less time during the learning session using the dynamic version of nBrowser. Although student teachers were found to be more efficient in seeking and acquiring information and reported knowledge gains, they failed to perform better than those assigned to the static condition on the lesson plan design task. We discuss the implications for the convergence effect in the context of network‐based tutors.     

Predictors of digital competence in 7th grade: a multilevel analysis

Since 2006, the ability to use information and communication technology (ICT) has been included as a key competence in the curriculum in Norway, and specific competence aims are developed for most grades. The aim of this study was to identify students' ability to use ICT according to the competence aims, and to examine factors that can predict students' digital competence. A sample of 1793 students and 125 school leaders from 125 schools was used. The findings show variation in digital competence both between students and between schools. Results from a multilevel analysis showed that higher levels of mastery orientation and self‐efficacy (i.e., motivation) and the students' family background (i.e., language integration and the number of books at home) were predictors of students' levels of digital competence. Additionally, when school leaders reported higher levels of culture for professional development among the teachers at school, increased levels of digital competence were found among students. Challenges for schools and teachers to support students' motivation and to emphasize digital inclusion still prevail.     

Little experience with ICT: Are they really the Net Generation student-teachers?

The aim of this study is to investigate the complexity of past experiences with ICT, pedagogical beliefs, and attitude toward ICT in education that the Net Generation student teachers have about their intention to teach and learn with technology. This study has a particular focus on their lived experiences as school students where ICT related policies were actively enacted in Korea and Singapore for the past decade. To unpack the profile of the Net Generation student teachers, we selected six factors (i.e., past ICT experiences, personal computer use, constructivist belief, computer efficacy, attitude toward computer in education, and prospective computer use) related to ICT use and examined them empirically with 225 first- or second-year student teachers in Korea and Singapore. Overall, our findings indicate that student teachers in both countries tend to hold fairly constructivist beliefs and positive computer efficacy and attitude; attributes that teacher educators can tap on. Student teachers' perceptions about their use of computers for personal purposes and their past experiences with ICT were not relatively high compared to the other variables examined. This study also provides empirical evidence that students teachers who hold constructivist beliefs, have strong computer efficacy, and show positive attitudes toward computers in education are more interested in using computers in future teaching practices. As a conclusion, we argue that the profile of the Net Generation student teachers shows a more heterogeneous composition than we initially expected, and that teacher educators need to be cautious about making generational assumptions solely based on the structural and technological changes.     

Handheld tools that 'Informate' assessment of student learning in Science: a requirements analysis

Abstract An important challenge faced by many teachers as they involve students in science investigations is measuring (‘assessing’) students' progress. Our detailed requirements analysis in a particular school district led to the idea that what teachers need most are ways to increase the quality of the information they have about what students know and can do, not automation of typical assessment practices. We see handheld computers as promising tools for addressing this need because they can give students and teachers frequent, integral access to new ways of expressing and communicating what they know and can do. Our requirements analysis has led us to emphasize a need for handheld-based tools that ‘informate’ science instruction by:

• • Being oriented to the needs of teachers in transition to inquiry-oriented pedagogy;
• • expanding the range of assessment tasks through a new representational medium and communication infrastructure;
• • creating new roles for students in expressing what they know and can do; and
• • focusing both students' and teachers' attention on scientific concepts.

     

Wireless sensors application in smart English classroom design based on artificial intelligent system

In the traditional intelligent English classroom teaching, the efficiency of students' learning is often affected by many external environments, such as the influence of learning environment, the influence of students' own condition, and the influence of teachers' teaching mode. In view of these problems, we propose a wireless sensor network technology intelligent teacher management system, which can reduce the influence of the above factors on students' learning efficiency and improve students' learning efficiency. Make students more focused on learning. The system can monitor the state of students through wireless sensors. When the students are in bad condition, the system can adopt certain measures to enhance the enthusiasm of students. At the same time, the state of students and the state of the classroom will be recorded in the internal background system, the system managers can timely monitor the state of students and teachers, and give some guidance and feedback to students and teachers. This learning system is based on machine-free learning and sensor development. It can adjust the classroom environment to suitable conditions and make students more motivated to learn. Teachers can also have a more stable play, will not cause waste of classroom time and attention loss and other phenomena. When students feel tired or sleepy in class, the management system can also actively remind students. Observing the students' state at all times in the traditional classroom will lead to the teacher's distraction, but the teacher has to observe the students' state while lecturing. This may affect teachers and affect their teaching level, and the use of this automated classroom detection technology can solve such problems. Machine learning is to improve the calculation method through various experiences, which is also a problem in the field of artificial intelligence.