Unsupervised Kannada Stemmer using Partial Lemmatizer and Indo – WordNet
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 12
Abstract
Stemming is basically an operation that converts morphologically related words to a common stem or root word by removing their suffixes or prefixes, but it is not necessary that root or stem is a proper dictionary word. The algorithm proposed in this paper overcome this problem by embedding partial lemmatizer with stemmer. It also makes use of Indo WordNet to determine the proper root word. An unsupervised approach is used in this algorithm and it is implemented for the Kannada language. Since it is an unsupervised method, so this idea can be used to design stemmer for other than the Kannada language also.
Authors and Affiliations
B H Manjunatha Kumar, Dr. M. Siddappa, Dr. J. Prakash
Keywords
Related Articles
- EP ID EP393215
- DOI 10.9790/9622-0712053942.
- Views 121
- Downloads 0
Network Reconfiguration of Distribution System for Maximum Loss Reduction Using Sine Cosine Algorithm
In this manuscript, the network reconfiguration problem is resolved of open loop distribution systems with an objective of maximization of loss reduction. Distribution system plays an important role in supplying the elec...
Design and Analysis of Total Elbow Replacement Joint
The total elbow replacement joint is a surgical process of to replace the human arm joint into artificial joint. In this paper to present the investigation of various materials used like copper, stainless steel, titanium...
Content Based Satellite Cloud Image Retrieval Using Texture Features
This paper proposes, the retrieving satellite cloud images from satellite cloud database images using the texture features. The traditional image retrieval technique is inefficient in retrieving these images. Content-bas...
The Survey of Architecture of Multi-Modal (Fingerprint and Iris Recognition) Biometric Authentication System
Biometrics based individual identification is observed as an effective technique for automatically knowing, with a high confidence a person’s identity. Multi-modal biometric systems consolidate the evidence accessible by...
Performance evaluation of Push-to-Talk Application over LTE Networks
Public safety has been using narrowband trunking systems for decades. These systems were designed with only voice calls in mind. Therefore, their data capabilities are limited. Long Term Evolution LTE has been selected a...