Data Mining in Education Sector: A Review
نویسندگان
چکیده
-------------------------------------------------------------------ABSTRACT------------------------------------------------------------Over the past decade there has been a rapid growth in higher education system. A lot of new institutions have come up both from public and private sector offering variety of courses for under graduating and post graduating students. The rates of enrolments for higher education has also increased but not as much as the number of higher institutions are increasing. It is a concern for today’s education system and this gap has to be identified and properly addressed to the learning community. Hence it has become important to understand the requirement of students and their academic progression. Educational Data Mining helps in a big way to answer the issues of predictions and profiling of not only students but other stake holders of education sectors. This paper discusses the application of various Data Mining tools and techniques that can be effectively used in answering the issues of predictions of student’s performance and their profiling.
منابع مشابه
A Review: Data Mining Techniques in Education Academia
One of the main objectives of Indian educational system is evaluating or enhancing the educational organization. Data Mining (DM) is the process of searching the concealed information from a large quantity of data set. It analyzes the data from different source and it converts into meaningful information. There are a lot of advantages of data mining technique in education sector. Utilization of...
متن کاملData Mining as a Torch Bearer in Education Sector
Every data has a lot of hidden information. The processing method of data decides what type of information data produce. In India education sector has a lot of data that can produce valuable information. This information can be used to increase the quality of education. But educational institution does not use any knowledge discovery process approach on these data. Information and communication...
متن کاملSustainable development and environmental challenges in Cameroon’s mining sector: A review
Cameroon has a strong geological potential for a number of mineral resources that, if well managed, could support economic growth. The country contains potentially large deposits of iron ore, gold, bauxite, diamond, limestone, nickel, and gemstones, and indices of other numerous minerals and precious metals. Despite its geological wealth, mining has never played a major role in Cameroon’s econo...
متن کاملA Data Mining Approach to Classify Higher Education Sector Data Using Bayesian Classifier
The Data Mining terminology is a proficient mechanism for the process of academic data intervention. The process of Mining in education sector data is called Educational Data Mining (EDM). EDM is pertained with formulating new methodologies to expose cognition from educational sector data and can utilized for making wise decision in the educational system. The existing software tools of data mi...
متن کاملنقشه راه مطالعات معدنکاری و فلزکاری کهن در ایران
Iran is rich in ancient mining and metallurgical relics. Nevertheless, the studies on these relics have so far been mostly unsystematic. The road map for the ancient mining and metallurgical studies in Iran, that has been ordered by the Research Centre for Conservation of Cultural Relics of Iran (RCCCR), proposes a systematic multidisciplinary plan for the ancient mining and archaeometallurgica...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015