Matches in SemOpenAlex for { <https://semopenalex.org/work/W2801669976> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2801669976 abstract "At present time, People are free to share their thoughts and idea over the Internet. These thoughts and comments help to understand the current scenario of a person, country or mass. But the problem is that the available data is huge to understand. So to summarize the data and to get a proper essence of the data an approach is needed that is called Sentiment Analysis. It is all about to analyze the human comments, opinions, ideas or sentiments. Sentiment analysis is having various application in different domain due to the exponential growth of Internet users. Different approaches are their to analyze the human comments or sentiments. In first work, CountVectorization (CV) and Term Frequency-Inverse Document Frequency (TF-IDF) approach have been used to assign the numerical value to each word. After that different Machine Learning Classifiers are used to classify the sentiments. Support vector machine (SVM) gives good result and includes less error. In second work, SentiWordNet is used to assign the weight to each word. The contributions of the work are: (a) Generate feature weight model using SentiWordNet 3.0, (b) assign feature weight to every feature according to POS tag, and (c) suitable combination selection of adj, adv, verb and noun to give better results. The features are applied to the classifier and 74% accuracy is achieved using SVM with 10 folds. Four Performance metrics are used accuracy, precision, recall, and F1-score." @default.
- W2801669976 created "2018-05-17" @default.
- W2801669976 creator A5089057539 @default.
- W2801669976 date "2017-05-01" @default.
- W2801669976 modified "2023-09-24" @default.
- W2801669976 title "Sentiment Analysis Using Supervised Machine Learning Technique" @default.
- W2801669976 hasPublicationYear "2017" @default.
- W2801669976 type Work @default.
- W2801669976 sameAs 2801669976 @default.
- W2801669976 citedByCount "0" @default.
- W2801669976 crossrefType "dissertation" @default.
- W2801669976 hasAuthorship W2801669976A5089057539 @default.
- W2801669976 hasConcept C110875604 @default.
- W2801669976 hasConcept C119857082 @default.
- W2801669976 hasConcept C121332964 @default.
- W2801669976 hasConcept C121934690 @default.
- W2801669976 hasConcept C12267149 @default.
- W2801669976 hasConcept C124101348 @default.
- W2801669976 hasConcept C136764020 @default.
- W2801669976 hasConcept C148483581 @default.
- W2801669976 hasConcept C154945302 @default.
- W2801669976 hasConcept C204321447 @default.
- W2801669976 hasConcept C41008148 @default.
- W2801669976 hasConcept C61797465 @default.
- W2801669976 hasConcept C62520636 @default.
- W2801669976 hasConcept C66402592 @default.
- W2801669976 hasConcept C81669768 @default.
- W2801669976 hasConcept C81758059 @default.
- W2801669976 hasConcept C95623464 @default.
- W2801669976 hasConceptScore W2801669976C110875604 @default.
- W2801669976 hasConceptScore W2801669976C119857082 @default.
- W2801669976 hasConceptScore W2801669976C121332964 @default.
- W2801669976 hasConceptScore W2801669976C121934690 @default.
- W2801669976 hasConceptScore W2801669976C12267149 @default.
- W2801669976 hasConceptScore W2801669976C124101348 @default.
- W2801669976 hasConceptScore W2801669976C136764020 @default.
- W2801669976 hasConceptScore W2801669976C148483581 @default.
- W2801669976 hasConceptScore W2801669976C154945302 @default.
- W2801669976 hasConceptScore W2801669976C204321447 @default.
- W2801669976 hasConceptScore W2801669976C41008148 @default.
- W2801669976 hasConceptScore W2801669976C61797465 @default.
- W2801669976 hasConceptScore W2801669976C62520636 @default.
- W2801669976 hasConceptScore W2801669976C66402592 @default.
- W2801669976 hasConceptScore W2801669976C81669768 @default.
- W2801669976 hasConceptScore W2801669976C81758059 @default.
- W2801669976 hasConceptScore W2801669976C95623464 @default.
- W2801669976 hasLocation W28016699761 @default.
- W2801669976 hasOpenAccess W2801669976 @default.
- W2801669976 hasPrimaryLocation W28016699761 @default.
- W2801669976 hasRelatedWork W1672627420 @default.
- W2801669976 hasRelatedWork W1843790725 @default.
- W2801669976 hasRelatedWork W1965669709 @default.
- W2801669976 hasRelatedWork W2288974521 @default.
- W2801669976 hasRelatedWork W2317785872 @default.
- W2801669976 hasRelatedWork W2345668612 @default.
- W2801669976 hasRelatedWork W2564760299 @default.
- W2801669976 hasRelatedWork W2758419901 @default.
- W2801669976 hasRelatedWork W2803483156 @default.
- W2801669976 hasRelatedWork W2807005386 @default.
- W2801669976 hasRelatedWork W2893742890 @default.
- W2801669976 hasRelatedWork W2899537771 @default.
- W2801669976 hasRelatedWork W3047386186 @default.
- W2801669976 hasRelatedWork W3081351851 @default.
- W2801669976 hasRelatedWork W3109222234 @default.
- W2801669976 hasRelatedWork W3128176512 @default.
- W2801669976 hasRelatedWork W3155430395 @default.
- W2801669976 hasRelatedWork W3163169074 @default.
- W2801669976 hasRelatedWork W3204234005 @default.
- W2801669976 hasRelatedWork W436080788 @default.
- W2801669976 isParatext "false" @default.
- W2801669976 isRetracted "false" @default.
- W2801669976 magId "2801669976" @default.
- W2801669976 workType "dissertation" @default.