Cross-Organizational Information Systems: A Case for Educational Data Mining
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2017, Vol 8, Issue 11
Abstract
Establishing a new organization is becoming more difficult day by day due to the extremely competitive business environment. A new organization may not have enough experience to survive in the competitive market; which in turn may push down the reputation of the organization and the trust of the investors. The goal of this research project work is to design a framework for the cross-organizational information system for assessment and decision making using machine learning with the emphasis on the educational sector. In the proposed framework, organizations share information (even raw data) with each other and machine learning tool will be utilized for shared data analysis for decision making for a particular organization. A framework like this can help new organizations to get benefit from the experience of other ‘older’ organizations and institutions. Such knowledge-based machine learning system helps to improve the organizational capability of newly established institutions. As an implementation of the framework, we build a fuzzy system that can effectively work as a cross-platform system for educational entities.
Authors and Affiliations
Gufran Ahmad Ansari, Mohammad Tanvir Parvez, Ali Al Khalifah
Keywords
Related Articles
- EP ID EP240655
- DOI 10.14569/IJACSA.2017.081122
- Views 80
- Downloads 0
Performance Improvement of Threshold based Audio Steganography using Parallel Computation
Audio steganography is used to hide secret information inside audio signal for the secure and reliable transfer of information. Various steganography techniques have been proposed and implemented to ensure adequate secur...
Detection of Mass Panic using Internet of Things and Machine Learning
The increase of emergency situations that cause mass panic in mass gatherings, such as terrorist attacks, random shooting, stampede, and fires, sheds light on the fact that advancements in technology should contribute in...
A Study on Sentiment Analysis Techniques of Twitter Data
The entire world is transforming quickly under the present innovations. The Internet has become a basic requirement for everybody with the Web being utilized in every field. With the rapid increase in social network appl...
Estimation Medicine for Diseases System to Support Medical Diagnosis by Expert System
Researches confirmed that 70 thousand cases of death, which happen yearly in the world, were because of the misprescribing of the drug itself or its dose (overdose or lower dose). Choosing the wrong alternative drug insp...
A Method for Designing Domain-Specific Document Retrieval Systems using Semantic Indexing
Using domain knowledge and semantics to con-duct e‡ective document retrieval has attracted great attention from researchers in many di‡erent communities. Ultilizing that approach, we presents the method for designing dom...