An Ontology Based Text Mining
Journal Title: INTERNATIONAL JOURNAL OF ENGINEERING TRENDS AND TECHNOLOGY - Year 2014, Vol 10, Issue 6
Abstract
Research project selection is important task for government and private research agencies. When a large number Of research proposals are received, it is common to group them according to their similarities in research discipline areas. The grouped proposals are then assigned to the appropriate experts for peer review. Current methods for grouping proposals are based on manual matching of similar research discipline areas or keywords. However, the exact research discipline areas of the proposals cannot be determined accurately by the applicants due to their subjective views and possible misinterpretations. Therefore, rich information in the proposals’ full text can be used effectively. Text mining methods have been proposed to solve problem by automatically classifying text documents. This paper presents an ontology based text mining approach to cluster research proposals effectively based on their similarities in research discipline areas. This method can be used to improve the efficiency and effectiveness of research proposal selection processes in government and private research agencies.
Authors and Affiliations
Kuwar Aditya , Bhalekar Arjun, , Bade Ankush
Keywords
Related Articles
- EP ID EP152413
- DOI -
- Views 115
- Downloads 0
Automated Anomaly and Root Cause Detection in Distributed Systems
It is a challenging issue to identify a defective system in a large scale network. The data collected from the distributed systems for troubleshooting is very huge and may contain noisy data, so manual checking and...
Advanced Technology of Automated Storage and Retrieval System Using PLC Integration
This article proposes an highly developed fully automatic ASRS (automatic storage and retrieval system). This main material management support system is generally used for storing and retrieving the unprocessed materials...
Design & Implementation Of 32-Bit Risc (MIPS) Processor
In this paper we propose a novel technique of run-time loading of machine code for MIPS-32 soft-core processor. As we know, implementing fewer instructions and addressing modes on silicon reduces the complexity of the in...
A Novel Image Compression Scheme with Wavelet Packets Optimization Using Artificial Bee Colony Algorithm
With advance in technology many applications came up which requires images in compressed form. Compression is necessary since storage of images required large space and money. Also transmission of such images can t...
Design an Embedded Web Server for Monitoring and Controlling Systems or Devices
The paper presents the design of embedded web server based on ARM9 Micro-processor and Linux platform and analyses hardware configuration and software implementation for monitoring and controlling systems or device...