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Top 10 Schools in Kumbakonam - Karthi Vidhyalaya ICSE School

 Top 10 Schools in Kumbakonam - Karthi Vidhyalaya ICSE School

Educational data mining is the new advancement in educational area and it is necessary for more specialized and oriented work in this domain, in order to obtain a similar application success level to other areas, such as medical data mining, multimedia data mining, e-commerce data mining, etc. Data mining tools are normally designed for power and flexibility than for simplicity. The current data mining tools available are complex rather too complicated to use for educators and their features go well beyond the scope of what an educator may want to do. So, these tools must have a more intuitive and user friendly and easy to use the interface, with parameter free data mining algorithms in-order to simplify the configuration and execution, with good visualization facilities to make their results better and meaningful to educators and e­learning designers. Interactive classroom promotes the open exchange of ideas. Numerous students learning in the same classroom has the added benefit of allowing students to exchange their ideas and questions with each other providing another valuable learning medium that online environments cannot replicate. First-hand interaction with the educating professor also allows for ideas to be exchanged freely and without any communication barriers Kumbakonam Matric School List


 Depending on the level of interaction in the classroom setting, the shy students may be allowed to attend classes without providing alternative ways to communicate ideas. Forcing and the students to learn by vocal exchange with a professor may limit their ability to learn . Educational data mining is an upcoming field related to several well established areas of research including E-business, E-Iearning, adaptive hypermedia, intelligent tutoring systems, web mining, data mining, The objective of DM in each application area is different. For example, in EDM, there are both applied research objectives, such as improving the learning, teaching process and guiding students learning, as well as pure research objectives, such as achieving a deeper understanding of educational phenomena. These goals are sometimes difficult to quantify and require their own special set of measurement techniques. EDM involves different groups of users or participants.Kumbakonam School List Different groups look at educational information from different angles, according to their own mission, vision, and objectives for using and applying the techniques of Data Mining. For example, knowledge discovered by EDM algorithms can be used not limited to management of the college or university but it can also help teachers to manage their classes, understand their students and reorganize the learning processes, which would reflect on their own teaching methods, but also to support a learner's on the situation and provide feedback to learners . Although an initial consideration seems to involve only two main groups, the college management and the instructors, actually there are more groups involved with many other objectives.

Data preprocessing allows transforming the original data into a suitable shape to be used by a particular mining algorithm. So, before applying the data mining algorithm, a number of general data preprocessing tasks have to be addressed. Data reduction techniques can be applied to obtain a reduced representation of the data set that is much smaller in volume, yet closely maintains the integrity of the original data. That is, mining on the reduced data set should be more efficient yet produce the same or almost the same analytical results.  Clustering techniques consider data tuples as objects. They partition the objects into groups or clusters, so that objects within a cluster are "similar" to one another and "dissimilar" to objects in other clusters. Similarity is commonly defined in terms of how "close" the objects are in space, based on a distance function. The "quality" of a cluster may be represented by its diameter, the maximum distance between any two objects in the cluster School in Kumbakonam

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