{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T16:15:49Z","timestamp":1772122549995,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,23]]},"DOI":"10.1145\/3647444.3647924","type":"proceedings-article","created":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T13:48:36Z","timestamp":1715608116000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Statistical Exploration and Sentiment Analysis of WhatsApp Chats using Supervised Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3832-7998","authenticated-orcid":false,"given":"Aakarsh","family":"Sharma","sequence":"first","affiliation":[{"name":"Amity School of Engineering and Technology, Amity University Gurugram, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9195-5077","authenticated-orcid":false,"given":"Shweta","family":"Sinha","sequence":"additional","affiliation":[{"name":"Computer Science &amp; Engineering, Amity University Haryana, India"}]}],"member":"320","published-online":{"date-parts":[[2024,5,13]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 40th Annual Meeting on Association for Computational Linguistics","author":"Turney P. D.","year":"2002","unstructured":"Turney, P. D. (2002). Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews. In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics"},{"key":"e_1_3_2_1_2_1","volume-title":"Opinion mining and sentiment analysis. Foundations and Trends\u00ae in information retrieval, 2(1\u20132), 1-135","author":"Pang B.","year":"2008","unstructured":"Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends\u00ae in information retrieval, 2(1\u20132), 1-135."},{"key":"e_1_3_2_1_3_1","first-page":"244","volume-title":"Proceedings of the 29th conference on computational linguistics and speech processing (ROCLING 2017)","author":"Yoon J.","year":"2017","unstructured":"Yoon, J., & Kim, H. (2017, November). Multi-channel lexicon integrated CNN-BiLSTM models for sentiment analysis. In Proceedings of the 29th conference on computational linguistics and speech processing (ROCLING 2017) (pp. 244-253)."},{"key":"e_1_3_2_1_4_1","first-page":"216","volume-title":"Proceedings of the international AAAI conference on web and social media (Vol. 8, No. 1","author":"Hutto C.","year":"2014","unstructured":"Hutto, C., & Gilbert, E. (2014, May). Vader: A parsimonious rule-based model for sentiment analysis of social media text. In Proceedings of the international AAAI conference on web and social media (Vol. 8, No. 1, pp. 216-225)."},{"key":"e_1_3_2_1_5_1","volume-title":"Xlnet: Generalized autoregressive pretraining for language understanding. Advances in neural information processing systems, 32","author":"Yang Z.","year":"2019","unstructured":"Yang, Z., Dai, Z., Yang, Y., Carbonell, J., Salakhutdinov, R. R., & Le, Q. V. (2019). Xlnet: Generalized autoregressive pretraining for language understanding. Advances in neural information processing systems, 32."},{"key":"e_1_3_2_1_6_1","volume-title":"Undergraduate and graduate students","author":"Chrikov I.","year":"2020","unstructured":"Chrikov, I., Soria, K. M., Horgos, B., & Jones-White, D. (2020). Undergraduate and graduate students\u2019 mental health during the COVID-19 pandemic."},{"key":"e_1_3_2_1_7_1","volume-title":"Opinion mining and sentiment analysis. Foundations and Trends\u00ae in Information Retrieval, 2(1-2), 1-135","author":"Pang B.","year":"2008","unstructured":"Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends\u00ae in Information Retrieval, 2(1-2), 1-135."},{"key":"e_1_3_2_1_8_1","first-page":"719","article-title":"A Comparative Study of Naive Bayes Classifier for Sentiment Analysis","volume":"132","author":"Raj S.","year":"2019","unstructured":"Raj, S., & Raj, S. (2019). A Comparative Study of Naive Bayes Classifier for Sentiment Analysis. Procedia Computer Science, 132, 719-725.","journal-title":"Procedia Computer Science"},{"key":"e_1_3_2_1_9_1","volume-title":"VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text. In Eighth International Conference on Weblogs and Social Media (ICWSM-14)","author":"Hutto C. J.","year":"2014","unstructured":"Hutto, C. J., & Gilbert, E. (2014). VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text. In Eighth International Conference on Weblogs and Social Media (ICWSM-14)444"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D13-1170"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1253"}],"event":{"name":"ICIMMI 2023: International Conference on Information Management & Machine Intelligence","location":"Jaipur India","acronym":"ICIMMI 2023"},"container-title":["Proceedings of the 5th International Conference on Information Management &amp; Machine Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647924","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3647444.3647924","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,18]],"date-time":"2025-09-18T17:20:53Z","timestamp":1758216053000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647924"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,23]]},"references-count":11,"alternative-id":["10.1145\/3647444.3647924","10.1145\/3647444"],"URL":"https:\/\/doi.org\/10.1145\/3647444.3647924","relation":{},"subject":[],"published":{"date-parts":[[2023,11,23]]},"assertion":[{"value":"2024-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}