Sentiment analysis of Hindi language text: a critical review
| dc.contributor.author | Sidhu, Simran | |
| dc.contributor.author | Khurana, Surinder S. | |
| dc.contributor.author | Kumar, Munish | |
| dc.contributor.author | Singh, Parvinder | |
| dc.contributor.author | Bamber, Sukhvinder S. | |
| dc.date.accessioned | 2024-01-21T10:48:43Z | |
| dc.date.accessioned | 2024-08-14T05:05:36Z | |
| dc.date.available | 2024-01-21T10:48:43Z | |
| dc.date.available | 2024-08-14T05:05:36Z | |
| dc.date.issued | 2023-11-11T00:00:00 | |
| dc.description.abstract | Sentiment analysis involves extracting sentiments from various forms of text, including customer reviews, tweets, blogs, and news clips expressing opinions on diverse subjects, even populist events. The advent of tools supporting regional languages has resulted in a substantial surge of regional language texts. As Hindi ranks fourth in terms of native speakers, the development of sentiment analysis mechanisms for Hindi text becomes crucial. This paper provides a comprehensive review of specific approaches used in Hindi sentiment analysis, encompassing negation handling and the evolution of SentiWordNet for the Hindi Language. Moreover, it offers an overview of available Hindi lexicons and insights into diverse stemmers and morphological analyzers designed for the language. Additionally, the paper conducts an in-depth literature review of various sentiment analysis tasks carried out in Hindi, thereby opening avenues for future research in sentiment analysis and opinion mining in the Hindi language. � 2023, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature. | en_US |
| dc.identifier.doi | 10.1007/s11042-023-17537-6 | |
| dc.identifier.issn | 13807501 | |
| dc.identifier.uri | https://kr.cup.edu.in/handle/32116/3932 | |
| dc.identifier.url | https://link.springer.com/10.1007/s11042-023-17537-6 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | Springer | en_US |
| dc.subject | Hindi language | en_US |
| dc.subject | Machine learning | en_US |
| dc.subject | Natural language processing | en_US |
| dc.subject | Negation handling | en_US |
| dc.subject | Opinion mining | en_US |
| dc.subject | Sentiment analysis | en_US |
| dc.subject | Stemming | en_US |
| dc.title | Sentiment analysis of Hindi language text: a critical review | en_US |
| dc.title.journal | Multimedia Tools and Applications | en_US |
| dc.type | Article | en_US |
| dc.type.accesstype | Closed Access | en_US |