Psychological Classification of Predicting Students Academic Performance using Hidden Markov Model
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 9
Abstract
Hidden Markov Model are commonly used to analyse real world problems. Modeling and predicting human behavior is an active research domain. Machine learning techniques to build a statistical model using observations. This paper emphasizes how hidden markov model is used potentially as a tool for predicting the academic performance of students in a psychological approach. This tool helps trainer to improve the performance of each students for the next assessment. Using hidden markov model(HMM) the hidden state of each student can be examined , according to the Observations of the students (marks), we can able to predict the hidden state in a Psychological way. That is ,Whether the students are in Stress, Hardwork, Unhealthy ,Lazy at the time of Assessment. Based on the statistical method and probability theory we can classify the students behavior.
Authors and Affiliations
V. Sumalatha*
UNDERSTANDING AND CONFIGURING HADOOP: TO HANDLE THE LARGE AMOUNT OF DATA
Data is getting bigger and bigger in size that is called as Big Data. Big Data may be structured, unstructured and semi structured. Traditional systems are not good to manage this huge amount of data. So, it i...
IMPACT OF ELECTRONIC RESOURCES BY USERS OF D.G.VAISHNAV COLLEGE, CHENNAI: A STUDY
Electronic Resources are those resources whose deals with digital and digitized materials which can be either accessible from libraries in house database or from World Wide Web, the born digital materials includes...
A COMPACT G-SHAPED DUAL-BAND ANTENNA FOR WLAN/WI-MAX AND RFID APPLICATIONS
In this paper a G-shaped dual-band monopole antenna with a shorted strip fed by a coupling microstrip line for wireless communication in the wireless local-area network (WLAN) band is studied. The proposed antenna...
COMPARATIVE STUDY OF COIL SPRING AND WAVE SPRING-A REVIEW
Wave springs are precise flat wire compression springs that fit into assemblies that other springs cannot since the overall lengths and operating heights of Wave springs are lower than those of conventional round Wire s...
A Case Study on Productive and Non Productive Time
In an organization the prime importance is given to the quality and productivity, which is solely, depends upon the on defects in the product, accidents, down time in the production, working conditions, housekeepi...