WordNet Projects

WordNet Projects

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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