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Rapidly increasing educational institutions, are imposing a great demand of quality education and placements for the benefit of the students as well as of the Institutions. In this paper application of Bayesian theorem on educational dataset has been proposed to predict placement results. Results are evaluated using Naive Bayes Classifier in WEKA and RapidMiner tool. Results generated will help instructors,...
The proposed methodology involves to compares classification techniques for predicting the cognitive skill of students which can be evaluate by conducting the online test. The paper focuses the comparative performance of C4.5 algorithm, Naïve Bayes classifier algorithm which one is well suited accuracy for predicting the skill of expertise by experimenting in Rapid miner.
The quality of education is relatively important to improve the quality of teaching. The quality of teaching is reflected on the quality of examination paper. A quality examination paper can be measured against the specification stated in Test Specification Table (JSU). In order to reduce the subjectivity and randomness of the evaluation on examination paper, this paper demonstrates a representation...
The form-noticing language learners show in the language output and feedback is the key to improving the quality of output. While form-noticing has been increasingly researched by many language teachers, effects of proficiency and sex and its impact on subsequent learning in the context of EFL writing have not been fully investigated through data mining. This study examined EFL students' English vocabulary...
A modeling approach for learning processes is utilized to process, evaluate and refine them. A formerly-developed concept called storyboarding has been applied at Tokyo Denki University (TDU) to model the various curricula for students to progress in their studies. Along with this particular storyboard, we developed a data mining technology to estimate chances for success for the students following...
This article presents a novel researched method for investigating the cognitive processes of children. This study designed an activity to observe characteristics of cognitive process. In the activity, children were asked to engage in thinking and using scientific concept to draw as many as possible optical paths between the laser gun and target. There were 95 fifth graders participate in this study...
Cognitive psychology's learning theory focus on applying learning theory to practice in education. Gagne's cognitive learning theory presents the entire process of information processing and information extraction. Under information processing theory and problem-solving strategies of cognitive psychology's guidance, teachers should emphasize the researches of cognitive structure of students. Teachers...
The communication between the teachers and students is very important in network education. Question-answering system can resolve the problem. This paper proposes a question answering platform in network education and then introduces the kernel module which is the answer extraction based on FAQ and ontology in detail. The paper describes the similarity algorithm between the student question and the...
Problem based learning (PBL) is an instructional method that is known to offer students with knowledge suitable for problem solving. In order to test this assertion the process of problem based learning is described and measured against three principle of learning: activation of prior knowledge, elaboration and encoding specificity. Using PBL method, students' understanding with regards to the problem...
This study sought to investigate as it has a teacher-student relationship in kindergarten and the extent to which teachers are clearly the presence of cognitive and affective aspects in this relationship. The article takes for granted the fact that it is necessary for professional education has made clear the true meaning of affection, and knowing that the cognitive and affective aspects are inseparable,...
Importance of knowledge sharing in Knowledge Management can be denoted as a blood circulating in the body. Theory of Reasoned Action (TRA) is one of the social science theories which are vastly used to understand human behavior and is also considered as a strong base to understand knowledge sharing behavior. Hence this study will use the same theory to understand individual's knowledge sharing behavior...
During the teaching process, the author guided the students collecting sample images of products of various types, and conducting cognitive experiments to get 10 groups of images with high identification levels. Then author organized the students to employ focus group method to conclude the different styles' forming rules and analyze the details design of different styles, such as holes, slots, keys,...
An important challenge of realizing the vision of Grid computing that heterogeneous resources are shared in dynamic and multi-institutional virtual organization is that users need to locate, find, select and invoke appropriate Grid services on demand. However, at the current stage, both Grid resource description and discovery mechanisms are still at an immature stage. This paper presents a semantic...
The theory of information technology becomes a research focus in recent years. According to implementing characteristic and requirement of ERP and the current situation of domestic and international enterprises, this text has proposed acceptance model of ERP system and probed into the key factor of implementing ERP of enterprises from the individual behavioral respect on the basis of unified theory...
Agent modeling simulation had been widely applied in pedestrian behavior study. However, different to vehicles that behave on linear vector road networks, the pedestrians should be considered as active dots that behave in two-dimensional raster road space during outdoor activities. Since taking into account a large number of cells in the raster space equally forming one link in the vector space, it...
Student model is a very important and time-consuming process in intelligent tutoring system. Furthermore, for many Web based educational systems, student personality is hard to apply explicitly. To address this problem, we proposed an approach for combining fuzzy compositive evaluation with Bayesian network to design an applied student model. This article describes improvements made to the method...
Aiming at the special requirements oriented to the education field, this paper proposes an intelligent search system based on semantic Web. Under the guidance of the users' needs and the proposed education information intelligent search (EIIS) framework, the EIIS reasoning mechanism and its relevant rule sets are constructed to automatically reason the search concepts in order to self-adapt semantics...
E-learning has a various established approaches to the creation and sequencing of content-based, single learner, and self-paced learning objects. However, there is little understanding of how to create sequences of learning activities which involve groups of learners interacting within a structured set of collaborative environments. This paper describes an approach of learning activity sequencing...
Blogs and podcasts are emerging Web technologies that have been adopted by educators to facilitate on-campus and distance education. However, little is known about user acceptance of these technologies. In this paper, we empirically test a theoretical model to examine the effects of individualpsilas cognitive style on user acceptance of blogs and podcasts. We incorporated a course blog and series...
In this paper, we used the rule-space model to diagnose the cognitive skills for assessment evaluation in SCJP (Sun Certified Java Programmer) course. The rule-space approach supports cognitive analysis of student's Java programming skill. And then to comprehensive what learning tops are weaknesses or strengths by individuals. We implemented a Web testing application for SCJP testing simulation. In...
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