Design of Intelligent Teaching System Based on Data Mining Technology

2013 ◽  
Vol 834-836 ◽  
pp. 998-1001
Author(s):  
Wei Wei Gao ◽  
Jian Hua Wang ◽  
Xiao Feng Li

Data mining technology into the teaching system, the biggest advantage is that the system can gather large amounts of data for analysis , digging out of the course content and teaching strategies presented useful information on the adjustment in order to build content-rich smart teaching platform . This paper mainly made use of data mining techniques to solve the data mining technology is introduced into the system in order to fully improve the system for students and student learning characteristics of the implementation of individualized teaching of intelligence, flexibility in learning mode , the number of users and courses content scalability , research and development of an online learning system . With these results the general software development technology applied to intelligent tutoring system for students to build an adaptive, personalized student-centered learning platform.

2019 ◽  
Vol 16 ◽  
Author(s):  
Craig Shepherd ◽  
Doris Bolliger

Facilitating an online course in today’s student population requires an educator to be innovative and creative and to have an impactful online presence. In the current online learning environment (also known as e-learning), keeping students’ thoughtfully engaged and motivated while dispensing the required course content necessitates faculty enabling a safe, nonjudgmental environment whereby views, perspectives, and personal and professional experiences are encouraged. The educator must exhibit an educator-facilitated active, student-centered learning process, whereby students are held accountable for their active participation and self-directed learning while balancing a facilitator role to further enhance the learning process. This article explores one educator’s reflective practice process that has been developed over numerous years as a very early adopter of online education. It will explore the organizational aspect of teaching-facilitating a dynamic robust online course.


1970 ◽  
Vol 9 (1) ◽  
pp. 4-13 ◽  
Author(s):  
Abdul Latiff Mohamed

There have been many models proposed in the past decade on the best practices in teaching and learning processes, especially in medical education. The main trend is a major shift from tutor-centered system to student-centered learning processes with the aid of information technology and communications, more often called e-learning. The introduction of problem-based learning (PBL) and student centered team based learning SCTL) in the early 80's became a trend which spread like wildfire in most modern medical schools. The acceptance of these new methodology received different reactions, mainly from the tutors, most of whom were split on whether the need of change was really necessary, asking the main question of "what is wrong with the traditional methods" or "have we produced inefficient doctors through the years of traditional system teachings". It seemed for some time that a significant number of older generation tutors were much more comfortable with the methods they were used to. Considerable curricular changes were made by many medical institutes to implement the student centered learning system. This approach, however, necessitated the training of tutors and the creation of a learning environment, which was later found not to be too easy. The major consideration of a shift in techniques of teaching learning processes is the understanding of the trends in the younger generation of the Y2K century. A generation which prefers to express rather than listen, to research and find rather than being spoon-fed and a generation where knowledge is always available whenever they are connected to the internet. Hence the change of the role of tutors to be facilitators rather than content providers was seen to be more acceptable to the new generation of students. The advancing information technology (IT) has been able to provide the necessary tools to achieve that objective. The students may be granted the opportunity to have more freedom in selecting their learning material and to enjoy a degree of distance-learning. The consequence of applying IT in medical institutes would, probably, enforce the trend towards moving to a student-centered learning environment, inducing hesitant tutors to become more compliant with the change. The future medical curriculum is anticipated to be more student-centered, more modular, more integrated, more PBL or SCTL-oriented and more inter-institutionalized, with less memorizing and with more learning about learning. In addition, medical education as a whole at least in part, would be, performed at distance. The future medical tutor may have to be more PBL-oriented, more qualified in learning strategies, competent in small group (probably single-student) learning, more of a 'mentor' or a 'facilitator' than of a 'teacher', able to train students at higher cognitive levels rather than being an 'authority' in its field. He has no choice but to be fluent in IT, and interactive with learning via other learning-collaborating institutions. Key Words: Medical education. DOI:10.3329/bjms.v9i1.5226 Bangladesh Journal of Medical Science Vol.09 No.1 Jan 2010 4-13


Author(s):  
Wasim Haidar S.K. ◽  
Wilfred Blessing N.R ◽  
Prashant Johri ◽  
Surendra Pal Singh ◽  
Sutherlin Subitha G.

2016 ◽  
Vol 58 (7/8) ◽  
Author(s):  
Sarah Robinson ◽  
Helle Neergaard ◽  
Lene Tanggaard ◽  
Norris Krueger

Purpose The aim of this paper is to contribute to the discussion about the complexity and heterogeneity of entrepreneurship education. In order to achieve this objective, this paper combines educational psychology with perspectives from entrepreneurship education research to make explicit educators tacit assumptions in order to understand how these assumptions guide teaching. Design/methodology/approach Using ethnographic analysis, the paper reports data from the continuous development and implementation of a single course over a period of ten years bringing in the educator’s and the students perspectives on their achievements and course content. Findings We find that it is sometimes advantageous to invoke and combine different learning theories and approaches in order to promote entrepreneurial awareness and mindset. It is also necessary to move away from entrepreneurship education as being teacher-led to being more student-centered and focused on experiential and existential lifelong learning practices. Practical implications Practically, we make suggestions for the design and delivery of a course that demonstrates how four diverse learning theories can be combined to consolidate entrepreneurial learning in students invoking experiential and curiosity based learning strategies. Originality/value There are very few examples of concrete course designs that have been researched longitudinally in-depth using ethnographic methods. Moreover, most courses focus on the post-foundation period, whereas this paper presents a course that is a primer to the entrepreneurial process and exclusively centered on the pre-foundation phase. Rather than building on a single perspective, it combines a range of theories and approaches to create interplay and progression.


2015 ◽  
Vol 1 (1) ◽  
pp. 39-42
Author(s):  
Yulizawati Yulizawati ◽  
Venny Rismawanti

Educational development demands different ways of thinking and act from what have already existed. Ideal learning system must be able to provide a learning experience for students, to open up their potential for internalizing knowledge, skills and attitudes through their learning experiences. It can be done by applying an active learning method through student centered learning (SCL), one of these methods is STAD (Student Teams Achievement Division). This type teaches cooperation, responsibility, interaction, confidence, decision-making, communication, and conflict management. With this method, partograph filling skill as the core competencies of midwifery students in labor monitoring may increase..  This research aims to determine the effect of STAD method on partograph filling skill of midwifery students. This was a comparative study to compare the level of student skill in filling up partograph before and after applying cooperative learning using STAD method. The results obtained in this study showed that there was a very significant difference of the skill of students before and after using cooperative learning of STAD method, with a p-value is 0.001. Student centered learning using STAD method is proved to be more significant to improve student competence of filling up partograph.


2000 ◽  
Vol 10 (2) ◽  
pp. 290-293
Author(s):  
Margaret McMahon

Student-centered learning means having students actively engaged in many aspects of a course to promote learning. Allowing students to participate in syllabus development is a method that involves students in the course and, in the process, assume responsibility for much of their learning. Students can help set course objectives, decide what is the evaluation criteria and who evaluates, determine and deliver some of the course content, and approve the code of conduct for the class. By helping with the aforementioned areas, students can see the relevance of the course to their needs and interests. They tend to take a greater interest in the course and participate more actively in the class. The process of student involvement in syllabus development requires several steps and utilizes techniques that are presented in the following paper.


Author(s):  
Ruth A. Streveler ◽  
Karl A. Smith ◽  
Mary Pilotte

The emphasis on Outcome-Based Education (OBE) and student-centered learning is an enormous advance in engineering education. The authors argue in this chapter that an essential element of OBE is aligning content, assessment, and delivery. The objective of this chapter is to provide a model for aligning course content with assessment and delivery that practitioners can use to inform the design or re-design of engineering courses. The purpose of this chapter is to help the reader build a foundation of knowledge, skills, and habits of mind or modes of thinking that facilitate the integration of content (or curriculum), assessment, and delivery (or instruction or pedagogy) for course, or program design. Rather than treat each of these areas separately, the authors strive to help the reader consider all three together in systematic way (Pellegrino, 2006). The approach is essentially an engineering design approach. That is, the chapter starts with requirements or specifications, emphasizes metrics, and then prepares prototypes that meet the requirements. It embraces the argument that “faculty members of the twenty-first-century college or university will find it necessary to set aside their roles as teachers and instead become designers of learning experiences, processes, and environments” (Duderstadt, 2008).


2014 ◽  
Vol 548-549 ◽  
pp. 1098-1101
Author(s):  
Chun E Zhang ◽  
Xiao Fang Hou ◽  
Yun Feng Zhang

With the vigorous development of research-oriented learning in the field of education, more and more educators and institutions begin research and develop the research-oriented learning platform based on web, in order to improve the students' autonomous learning ability. But the platform itself or the information of users given exist many problems, cannot achieve the intended purpose. This paper introduces data mining technology to the research-oriented learning platform building.


2013 ◽  
Vol 347-350 ◽  
pp. 2799-2803
Author(s):  
Jian Hua Wang ◽  
Yan Yu

Along with the mobile network techniques become more progressive and perfect, the mobile terminal is as a kind of tool, way and assisting power.Its role and status has become more and more significant in the field of intelligent teaching system development. It combines the traditional intelligent teaching system and mobile learning system and make full use of them, in order to adapt to the intelligent teaching system development needs in mobile environment.It is a hot research direction of the current intelligent teaching system.Based on the analysis of the development history of intelligent teaching system, Multi-AGENT system key technology and mobile environment requirement on intelligent teaching system, this paper puts forward a intelligent teaching system model under four layer structure of the mobile environment based on Multi-AGENT.


Sign in / Sign up

Export Citation Format

Share Document