An Efficient Database Design for IndoWordNet Development Using Hybrid Approach
نویسندگان
چکیده
WordNet is a crucial resource that aids in Natural Language Processing (NLP) tasks such as Machine Translation, Information Retrieval, Word Sense Disambiguation, Multi-lingual Dictionary creation, etc. The IndoWordNet is a multilingual WordNet which links WordNets of different Indian languages on a common identification number given to each concept. WordNet is designed to capture the vocabulary of a language and can be considered as a dictionary cum thesaurus and much more. WordNets for some Indian Languages are being developed using expansion approach. In this paper we have discussed the details and our experiences during the evolution of this database design while working on the Indradhanush WordNet Project. The Indradhanush WordNet Project is working on the development of WordNets for seven Indian languages. Our database design gives an efficient plan for storage of WordNet data for all languages. In addition it extends the design to hold specific concepts for a language.
منابع مشابه
IndoWordNet Application Programming Interfaces
Work is currently under way to develop WordNet for various Indian languages. The IndoWordNet Consortium consists of member institutions developing their own language WordNet using the expansion approach. Many tools and utilities have been developed by various institutes to help in this process. In this paper, we discuss an object oriented Application Programming Interface (API) that we have imp...
متن کاملAn Efficient Economic-Statistical Design of Simple Linear Profiles Using a Hybrid Approach of Data Envelopment Analysis, Taguchi Loss Function, and MOPSO
Statistically constrained economic design for profiles usually refers to the selection of some parameters such as the sample size, sampling interval, smoothing constant, and control limit for minimizing the total implementation cost while the designed profiles demonstrate a proper statistical performance. In this paper, the Lorenzen-Vance function is first used to model the implementation...
متن کاملA Hybrid Meta-heuristic for the Dynamic Layout Problem with Transportation System Design
This paper primarily presents a comprehensive dynamic layout design model which integrates layout and transportation system design via considering more realistic assumptions, such as taking account of fixed-position departments and distance between departments that endanger each other. In addition, specific criteria such as capacity, cost and reliability of facilities are considered in transpor...
متن کاملTools for IndoWordNet Development
WordNet is an essential resource in Natural language processing. A lexical database like WordNet has a variety of practical applications like machine translation, information retrieval and many more. The creation of a comprehensive WordNet requires many hands and minds working collaboratively. In addition WordNet creation and maintenance demands creation of a wide range of software tools. All t...
متن کاملOptimal design of supply chain network under uncertainty environment using hybrid analytical and simulation modeling approach
Models that aim to optimize the design of supply chain networks have gained more interest in the supply chain literature. Mixed-integer linear programming and discrete-event simulation are widely used for such an optimization problem. We present a hybrid approach to support decisions for supply chain network design using a combination of analytical and discrete-event simulation models. The prop...
متن کامل