{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:47:30Z","timestamp":1777704450471,"version":"3.51.4"},"reference-count":13,"publisher":"SAGE Publications","issue":"5","license":[{"start":{"date-parts":[[2020,2,29]],"date-time":"2020-02-29T00:00:00Z","timestamp":1582934400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2020,5,29]]},"abstract":"<jats:p>Sentiment Analysis have also an important role in natural language processing to evaluate and analyzing the public opinion, sentiments and views about social activities such as product, services, Academic institutes, organizations etc. Lot of work has been done on English language in natural language processing. However, it is found out from the literature that still huge research gap is available for the Romanized Sindhi and there sentiment analysis in the field of natural language processing and also no any trained data is available for the testing. Classification of sentiment of Romanized Sindhi text is very difficult task. For the evaluation of sentiment of Romanized Sindhi text easily available online Python tool were used. In this research work thousand words of Romanized Sindhi text\/data were used for the sentiment classification. Also discussed issues in sentiment classification in Python tool on Romanized Sindhi text.<\/jats:p>","DOI":"10.3233\/jifs-179675","type":"journal-article","created":{"date-parts":[[2020,3,3]],"date-time":"2020-03-03T10:07:18Z","timestamp":1583230038000},"page":"5877-5883","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Sentiment analysis of Romanized Sindhi text"],"prefix":"10.1177","volume":"38","author":[{"given":"Irum Naz","family":"Sodhar","sequence":"first","affiliation":[{"name":"Department of Information Technology, Quaid-e-Awam University of Engineering Science &amp; Technology, Nawabshah, Sindh-Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akhtar Hussain","family":"Jalbani","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Quaid-e-Awam University of Engineering Science &amp; Technology, Nawabshah, Sindh-Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdul Hafeez","family":"Buller","sequence":"additional","affiliation":[{"name":"Engineer, Quaid-e-Awam University of Engineering Science &amp; Technology, Nawabshah, Sindh-Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Ibrahim","family":"Channa","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Quaid-e-Awam University of Engineering Science &amp; Technology, Nawabshah, Sindh-Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dil Nawaz","family":"Hakro","sequence":"additional","affiliation":[{"name":"Institute of Information &amp; Communication Technology, (IICT), University of Sindh, Jamshoro, Sindh, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,2,29]]},"reference":[{"key":"e_1_3_1_2_2","first-page":"229","article-title":"Identification of Issues and Challenges in Romanized Sindhi Text","volume":"10","year":"2019","unstructured":"Identification of Issues and Challenges in Romanized Sindhi Text, International Journal of Advanced Computer Science and Applications (IJACSA)10 (2019), 229\u2013233.","journal-title":"International Journal of Advanced Computer Science and Applications (IJACSA)"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2013.03.001"},{"key":"e_1_3_1_4_2","unstructured":"AdouaneW. 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