Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308132550> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W4308132550 endingPage "3293" @default.
- W4308132550 startingPage "3282" @default.
- W4308132550 abstract "The increasing usage of blogs, social networks, and forums for sharing opinions on a certain topic has created vast amounts of internet data. Therefore, Sentiment Analysis has gained great popularity among researchers and industry for analyzing the polarity of users' opinions. In recent years, Sentiment Analysis has been applied to various languages using machine learning-approach, corpus-based approach, and deep learning techniques since it is beneficial for creating an effective recommender system. The Kurdish Language is an Indo-European language, one of the official languages in Iraq, and it is also widely used in Turkey, Iran, and Syria. Although the importance of this Language is spoken by over 40 million people, to the best of our knowledge, no research has been done regarding the challenges and problems of Kurdish sentiment analysis. Our research aims to highlight the latest studies and examine the most critical challenges of applying sentiment analysis approaches to the Kurdish Language. The study includes determining each challenge in each step of sentiment analysis processing in the Kurdish Language. In addition, our proposed methodology that could help address most of these challenges is implementing a hybrid approach by combining machine learning and lexicon-based approaches to improve the proficiency of sentiment classification in the Kurdish Language." @default.
- W4308132550 created "2022-11-08" @default.
- W4308132550 creator A5072943923 @default.
- W4308132550 date "2022-09-22" @default.
- W4308132550 modified "2023-10-14" @default.
- W4308132550 title "Kurdish Language Sentiment Analysis: Problems and Challenges" @default.
- W4308132550 doi "https://doi.org/10.17762/msea.v71i4.890" @default.
- W4308132550 hasPublicationYear "2022" @default.
- W4308132550 type Work @default.
- W4308132550 citedByCount "0" @default.
- W4308132550 crossrefType "journal-article" @default.
- W4308132550 hasAuthorship W4308132550A5072943923 @default.
- W4308132550 hasBestOaLocation W43081325501 @default.
- W4308132550 hasConcept C110875604 @default.
- W4308132550 hasConcept C136764020 @default.
- W4308132550 hasConcept C154945302 @default.
- W4308132550 hasConcept C17744445 @default.
- W4308132550 hasConcept C199539241 @default.
- W4308132550 hasConcept C204321447 @default.
- W4308132550 hasConcept C2522767166 @default.
- W4308132550 hasConcept C2778121359 @default.
- W4308132550 hasConcept C2780586970 @default.
- W4308132550 hasConcept C41008148 @default.
- W4308132550 hasConcept C518677369 @default.
- W4308132550 hasConcept C66402592 @default.
- W4308132550 hasConceptScore W4308132550C110875604 @default.
- W4308132550 hasConceptScore W4308132550C136764020 @default.
- W4308132550 hasConceptScore W4308132550C154945302 @default.
- W4308132550 hasConceptScore W4308132550C17744445 @default.
- W4308132550 hasConceptScore W4308132550C199539241 @default.
- W4308132550 hasConceptScore W4308132550C204321447 @default.
- W4308132550 hasConceptScore W4308132550C2522767166 @default.
- W4308132550 hasConceptScore W4308132550C2778121359 @default.
- W4308132550 hasConceptScore W4308132550C2780586970 @default.
- W4308132550 hasConceptScore W4308132550C41008148 @default.
- W4308132550 hasConceptScore W4308132550C518677369 @default.
- W4308132550 hasConceptScore W4308132550C66402592 @default.
- W4308132550 hasIssue "4" @default.
- W4308132550 hasLocation W43081325501 @default.
- W4308132550 hasOpenAccess W4308132550 @default.
- W4308132550 hasPrimaryLocation W43081325501 @default.
- W4308132550 hasRelatedWork W2490887697 @default.
- W4308132550 hasRelatedWork W2748952813 @default.
- W4308132550 hasRelatedWork W2951078743 @default.
- W4308132550 hasRelatedWork W2965885965 @default.
- W4308132550 hasRelatedWork W3011677438 @default.
- W4308132550 hasRelatedWork W3015200540 @default.
- W4308132550 hasRelatedWork W3027466640 @default.
- W4308132550 hasRelatedWork W3149206686 @default.
- W4308132550 hasRelatedWork W4289106776 @default.
- W4308132550 hasRelatedWork W3205826705 @default.
- W4308132550 hasVolume "71" @default.
- W4308132550 isParatext "false" @default.
- W4308132550 isRetracted "false" @default.
- W4308132550 workType "article" @default.