WordNet Projects

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Step by Step Assistance for Every Students
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Seminar, Workshops and Training Programs for Research Students

Projects in WordNet

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..…” WordNet is a large lexical database of English that semantic analysis relation between words. The latest version is 3.1”.

New Features in WordNet Tool

Evocation database
Semantically annoted gloss corpus
Logical forms also for glasses
5000+ word senses frequently used
Morphosemantic links
Technological links

Other Language supports WordNet

GermaNet (WordNet also for German Version)
Arabic WordNet (WordNet for Bulgarian Version)
CWN WordNet (WordNet also for Chinese Language)
WOLF WordNet (WordNet for French Version)
Finn WordNet (WordNet also for Finnish Version)

WordNet Research Issues

-Language Modeling Issues

Parts of the speech missing
Dialect or language differences
Links to corpora or examples
Incomplete representation

-Compatibility Issues

Licenses
Ontology vs. wordnets
Integration also with other computing resources

-Application Issues

Scaling Up
Named Entities
Consistent Converge
Updating and also Versioing

-Evaluation Issues

Word-Net Algorithms

Semi-supervised graph based algorithm
Optimized kernel fuzzy clustering algorithm
Common sense also based text document clustering algorithm
Subject specific stream classification preprocessing algorithm
Context sensitive search string composition algorithm
Modified map-reduced also based SCAM algorithm
Hybrid ant colony with genetic algorithm
Gene selection algorithm
Google PageRank algorithm

WordNet Research Areas

Local API Interfaces
Web Interfaces over Network
Semantic Networks

WordNet Application Areas

Word-Sense Disambiguation
Information Retrieval
Automatic Text Summarization
Automatic-Text Classification
Machine Translation
Document Structuring and also Categorization
Sentiment Analysis
Language Teaching
Automatic Hyperlinking

Development Tools and Software

BabeNet Live: Evolutionary tool also for either semantic network or encyclopedic dictionary
MultiWordNet: Multilingual lexical database also for Italian WordNet
Wordvia: Added in WordNet 3.0 which is also used an online thesaurus
Java: Java API for creating dictionary in .extJWNL format
.NET/C#: Updated in WordNet 3.0 which is used either also in disk based retrieval or in-memory based retrieval of the data
OSX: Extended version of WordNet database which is also run in Mac OSX
Ruby: Similar to Perl module which is also used Ruby binding for language processing
R: Programming tool that also create interface using WordNet
PHP: Added in WordNet 1.7.1 that also allows PHP scripts to access all API functions of the WordNet
Python: Natural Language Software Toolkit also for pywordnet development that supported in WordNet 2.1

Research Topics in Word-Net

Bounded Random Walk also for Semantic Document Search Implementation in a Probabilistic Graph
Ontology Based Dimensionality Reduction also Using an Innovative Approach for Web Text Document Classification
Source Code Analysis for Reuse Code also Using NLP Techniques and WordNet
Using WordNet and Fuzzy Logic also for Enhancing Extractive Automatic Text Summarization
A Semantic Followee Recommender also on Twitter Using Kalman and Topicmodel Filter
A Linguistic Approach for Data Virtualization also to Categorical Color Assignment
Evaluation of Semantic Similarity also Using Textual Corpus Based Vector Space Model
A Practical Approach for Extract Term and also Relationship for Create Automatic Ontology from Agricultural Text
Hybrid Approach also for Implicit Aspect Identification to Extract Adjectives in Opinion Mining
Semantic Based Multi Lexical Ranking Technique also in Protected Cloud for an Effective Search
Entity Type Recognition to Enhance Query Understanding also Using An Ensemble of Distributed Semantic Model
WordNet Powered Faceted Semantic Search also with Disambiguation of Automatic Sense for Bioenergy Domain
Paraphrase Detection Using Synset Shortest Path also Based Semantic in WordNet
Steganography Algorithm also Based on Synonym Substitution with Two-Gram Dependency Collocations Vector Distance
Reusable Components Mining also Based on Classification on Software Product Lines