{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T04:15:26Z","timestamp":1749096926350,"version":"3.41.0"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,8,13]],"date-time":"2016-08-13T00:00:00Z","timestamp":1471046400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["AI &amp; Soc"],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1007\/s00146-016-0672-5","type":"journal-article","created":{"date-parts":[[2016,8,13]],"date-time":"2016-08-13T07:22:58Z","timestamp":1471072978000},"page":"633-645","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Sentiment analysis on social campaign \u201cSwachh Bharat Abhiyan\u201d using unigram method"],"prefix":"10.1007","volume":"32","author":[{"given":"Devendra K.","family":"Tayal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sumit K.","family":"Yadav","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,13]]},"reference":[{"key":"672_CR1","doi-asserted-by":"crossref","unstructured":"Al-Osaimi S, Badruddin KM (2014) Role of emotion icons in Sentiment classification of Arabic tweets. In: Proceedings of the 6th international conference on management of emergent digital ecosystems, pp 167\u2013171","DOI":"10.1145\/2668260.2668281"},{"issue":"2","key":"672_CR2","first-page":"124","volume":"2","author":"S Alsaleem","year":"2011","unstructured":"Alsaleem S (2011) Automated Arabic text categorization using SVM and NB. Int Arab J e-Technol 2(2):124\u2013128","journal-title":"Int Arab J e-Technol"},{"issue":"4","key":"672_CR3","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1016\/j.jksuci.2014.06.006","volume":"26","author":"AS Altheneyan","year":"2014","unstructured":"Altheneyan AS, Menai MEB (2014) Na\u00efve Bayes classifiers for authorship attribution of Arabic texts. J King Saud Univ-Comput Inf Sci 26(4):473\u2013484","journal-title":"J King Saud Univ-Comput Inf Sci"},{"key":"672_CR4","first-page":"2200","volume":"10","author":"S Baccianella","year":"2010","unstructured":"Baccianella S, Esuli A, Sebastiani F (2010) SentiWordNet 3.0: an enhanced lexical resource for sentiment analysis and opinion mining. InLREC 10:2200\u20132204","journal-title":"InLREC"},{"key":"672_CR5","unstructured":"Barbosa L, Feng J (2010) Robust sentiment detection on twitter from biased and noisy data. In: Proceedings of the 23rd international conference on computational linguistic, pp 36\u201344"},{"key":"672_CR6","unstructured":"Benamara F, Cesarano C, Picariello A, Recupero DR, Subrahmanian VS (2007) Sentiment analysis: adjectives and adverbs are better than adjectives alone. ICWSM\u00a026 Mar 2007, pp 1\u20137"},{"key":"672_CR7","unstructured":"Bertrand KZ, Bialik M, Virdee K, Gros A, Bar-Yam Y (2013) Sentiment in New York City: a high resolution spatial and temporal view. arXiv preprint arXiv:1308.5010"},{"key":"672_CR8","doi-asserted-by":"crossref","unstructured":"Bhuta S, Doshi U (2014) A review of techniques for sentiment analysis of twitter data. In: 2014 International conference on issues and challenges in intelligent computing techniques (ICICT), 7 Feb 2014. IEEE, pp 583\u2013591","DOI":"10.1109\/ICICICT.2014.6781346"},{"issue":"2","key":"672_CR9","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1109\/MIS.2013.28","volume":"1","author":"C Bosco","year":"2013","unstructured":"Bosco C, Patti V, Bolioli A (2013) Developing corpora for sentiment analysis: the case of irony and senti-tut. IEEE Intell Syst 1(2):55\u201363","journal-title":"IEEE Intell Syst"},{"issue":"1","key":"672_CR10","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/0894439314521983","volume":"33","author":"A Ceron","year":"2015","unstructured":"Ceron A, Curini L, Lacus SM (2015) Using sentiment analysis to monitor electoral campaigns method matters\u2014evidence from the United States and Italy. Soc Sci Comput Rev 33(1):3\u201320","journal-title":"Soc Sci Comput Rev"},{"issue":"11","key":"672_CR11","doi-asserted-by":"crossref","first-page":"e14118","DOI":"10.1371\/journal.pone.0014118","volume":"5","author":"C Chew","year":"2010","unstructured":"Chew C, Eysenbach G (2010) Pandemics in the age of twitter: content analysis of tweets during the 2009 H1N1 outbreak. PLoS One 5(11):e14118","journal-title":"PLoS One"},{"key":"672_CR12","unstructured":"Colleoni E, Arvidsson A, Hansen LK, Marchesini A (2011) Measuring corporate reputation using sentiment analysis. In: Proceedings of the 15th international conference on corporate reputation: navigating the reputation economy"},{"issue":"4","key":"672_CR13","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1109\/MIS.2009.105","volume":"25","author":"Y Dang","year":"2010","unstructured":"Dang Y, Zhang Y, Chen H (2010) A lexicon-enhanced method for sentiment classification: an experiment on online product reviews. Intell Syst 25(4):46\u201353","journal-title":"Intell Syst"},{"key":"672_CR14","unstructured":"Davidov D, Tsur O, Rappoport A (2010) Enhanced sentiment learning using twitter hash tags and smileys. In: Proceedings of the 23rd international conference on computational linguistics, pp 241\u2013249"},{"issue":"16","key":"672_CR15","doi-asserted-by":"crossref","first-page":"6351","DOI":"10.1016\/j.eswa.2013.05.050","volume":"40","author":"B Desmet","year":"2013","unstructured":"Desmet B, Hoste V (2013) Emotion detection in suicide notes. Expert Syst with Appl 40(16):6351\u20136358","journal-title":"Expert Syst with Appl"},{"key":"672_CR16","unstructured":"Gupta N, Di Fabbrizio G, Haffner P (2010) Capturing the stars: predicting ratings for service and product reviews. In: Proceedings of the NAACL HLT 2010 workshop on semantic search, pp 36\u201343"},{"key":"672_CR17","unstructured":"Go A, Bhayani R, Huang L (2009) Twitter sentiment classification using distant supervision. CS224N project report stanford. 1: 12"},{"key":"672_CR18","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1109\/TKDE.2013.26","volume":"3","author":"Z Hai","year":"2014","unstructured":"Hai Z, Chang K, Kim JJ, Yang CC (2014) Identifying features in opinion mining via intrinsic and extrinsic domain relevance. IEEE Trans Knowl Data Eng 3:623\u2013634","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"3","key":"672_CR19","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1016\/j.dss.2011.11.002","volume":"52","author":"N Hu","year":"2012","unstructured":"Hu N, Bose I, Koh NS, Liu L (2012) Manipulation of online reviews: analysis of ratings, readability, and sentiments. Decis Support Syst 52(3):674\u2013684","journal-title":"Decis Support Syst"},{"key":"672_CR20","doi-asserted-by":"crossref","unstructured":"Kim S, Zhang J, Chen Z, Oh A, Liu S (2013) A hierarchical aspect-sentiment model for online reviews. AAAI","DOI":"10.1609\/aaai.v27i1.8700"},{"issue":"1","key":"672_CR21","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.dss.2012.02.012","volume":"54","author":"YM Li","year":"2012","unstructured":"Li YM, Shiu YL (2012) A diffusion mechanism for social advertising over microblogs. Decis Support Syst 54(1):9\u201322","journal-title":"Decis Support Syst"},{"issue":"1","key":"672_CR22","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.elerap.2012.05.002","volume":"12","author":"H Liu","year":"2013","unstructured":"Liu H, He J, Wang T, Song W, Du X (2013) Combining user preferences and user opinions for accurate recommendation. Electron Commer Res Appl 12(1):14\u201323","journal-title":"Electron Commer Res Appl"},{"issue":"4","key":"672_CR23","first-page":"417","volume":"26","author":"FH Mahyoub","year":"2014","unstructured":"Mahyoub FH, Siddiqui MA, Dahab MY (2014) Building an Arabic sentiment lexicon using semi-supervised learning. J King Saud Univ-Comput Inf Sci 26(4):417\u2013424","journal-title":"J King Saud Univ-Comput Inf Sci"},{"issue":"4","key":"672_CR24","doi-asserted-by":"crossref","first-page":"680","DOI":"10.1016\/j.dss.2012.05.025","volume":"53","author":"I Maks","year":"2012","unstructured":"Maks I, Vossen P (2012) A lexicon model for deep sentiment analysis and opinion mining applications. Decis Support Syst 53(4):680\u2013688","journal-title":"Decis Support Syst"},{"key":"672_CR25","doi-asserted-by":"crossref","unstructured":"Malisiewicz T, Gupta A, Efros AA (2011) Ensemble of exemplar-svms for object detection and beyond. In: Computer vision (ICCV), 2011 IEEE international conference on 6 Nov 2011, pp 89\u201396","DOI":"10.1109\/ICCV.2011.6126229"},{"key":"672_CR26","unstructured":"McDonald R, Hannan K, Neylon T, Wells M, Reynar J (2007) Structured models for fine-to-coarse sentiment analysis. In: Annual meeting-association for computational linguistics, vol 45, no. 1, p 432"},{"issue":"2","key":"672_CR27","first-page":"72","volume":"1","author":"Rushabh Mehta","year":"2012","unstructured":"Mehta Rushabh et al (2012) Sentiment analysis and influence tracking using twitter. Int J Adv Res Comput Sci Electron Eng (IJARCSEE) 1(2):72","journal-title":"Int J Adv Res Comput Sci Electron Eng (IJARCSEE)"},{"key":"672_CR28","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/11735106_26","volume-title":"Advances in information retrieval","author":"G Mishne","year":"2006","unstructured":"Mishne G, De Rijke M (2006) A study of blog search. Advances in information retrieval. Springer, Berlin, pp 289\u2013301"},{"issue":"10","key":"672_CR29","doi-asserted-by":"crossref","first-page":"9166","DOI":"10.1016\/j.eswa.2012.02.057","volume":"39","author":"A Moreo","year":"2012","unstructured":"Moreo A, Romero M, Castro JL, Zurita JM (2012) Lexicon-based comments-oriented news sentiment analyzer system. Expert Syst Appl 39(10):9166\u20139180","journal-title":"Expert Syst Appl"},{"key":"672_CR30","doi-asserted-by":"crossref","unstructured":"Narayanan R, Liu B, Choudhary A (2009) Sentiment analysis of conditional sentences. In: Proceedings of the 2009 conference on empirical methods in natural language processing, vol 1. pp 180\u2013189","DOI":"10.3115\/1699510.1699534"},{"issue":"1","key":"672_CR31","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.eswa.2014.08.004","volume":"42","author":"AK Nassirtoussi","year":"2015","unstructured":"Nassirtoussi AK, Aghabozorgi S, Wah TY, Ngo DC (2015) Text mining of news-headlines for FOREX market prediction: a multi-layer dimension reduction algorithm with semantics and sentiment. Expert Syst Appl 42(1):306\u2013324","journal-title":"Expert Syst Appl"},{"key":"672_CR32","doi-asserted-by":"crossref","unstructured":"Nasukawa T, Yi J (2003) Sentiment analysis: capturing favorability using natural language processing. In: Proceedings of the 2nd international conference on knowledge capture, pp 70\u201377","DOI":"10.1145\/945645.945658"},{"key":"672_CR33","first-page":"1320","volume":"10","author":"A Pak","year":"2010","unstructured":"Pak A, Paroubek P (2010) Twitter as a corpus for sentiment analysis and opinion mining. InLREc 10:1320\u20131326","journal-title":"InLREc"},{"issue":"1-2","key":"672_CR34","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang B, Lee L (2008) Opinion mining and sentiment analysis. Found Trends Inf Retr 2(1-2):1\u2013135","journal-title":"Found Trends Inf Retr"},{"issue":"3","key":"672_CR35","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1007\/s00146-013-0462-2","volume":"29","author":"SC Park","year":"2014","unstructured":"Park SC (2014) Competition and innovation for smart and creative society (CISCS). AI Soc 29(3):283","journal-title":"AI Soc"},{"key":"672_CR36","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.knosys.2014.05.005","volume":"69","author":"S Poria","year":"2014","unstructured":"Poria S, Cambria E, Winterstein G, Huang GB (2014) Sentic patterns: dependency-based rules for concept-level sentiment analysis. Knowl-Based Syst 69:45\u201363","journal-title":"Knowl-Based Syst"},{"key":"672_CR37","first-page":"45","volume":"69","author":"S Raj","year":"2015","unstructured":"Raj S, Kajla T (2015) Sentiment analysis of Swachh Bharat Abhiyan. Business analyt intel 3(1):32","journal-title":"Business analyt intell"},{"issue":"89","key":"672_CR38","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.knosys.2015.06.015","volume":"30","author":"K Ravi","year":"2015","unstructured":"Ravi K, Ravi V (2015) A survey on opinion mining and sentiment analysis: tasks, approaches and applications. Knowl-Based Syst 30(89):14\u201346","journal-title":"Knowl-Based Syst"},{"issue":"2","key":"672_CR39","first-page":"71","volume":"9","author":"A Sabat","year":"2015","unstructured":"Sabat A (2015) Corporate social responsibility and Swachh Bharat Abhiyan. J Arts Humanit Manag 9(2):71\u201384","journal-title":"J Arts Humanit Manag"},{"key":"672_CR40","first-page":"1","volume":"16","author":"VN Saxena","year":"2015","unstructured":"Saxena VN (2015) A unique model recommended to be implemented in religious shrines across India as a part of \u2018Swachh Bharat Abhiyan\u2019. Int J Technol Innov Res 16:1\u20134","journal-title":"Int J Technol Innov Res"},{"issue":"2","key":"672_CR41","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1162\/COLI_a_00049","volume":"37","author":"M Taboada","year":"2011","unstructured":"Taboada M, Brooke J, Tofiloski M, Voll K, Stede M (2011) Lexicon based methods for sentiment analysis. Comput Linguist 37(2):267\u2013307","journal-title":"Comput Linguist"},{"issue":"4","key":"672_CR52","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1080\/00401706.2013.778791","volume":"55","author":"M Taddy","year":"2013","unstructured":"Taddy M (2013) Measuring political sentiment on Twitter: factor optimal design for multinomial inverse regression. Technometrics 55(4):415\u2013425","journal-title":"Technometrics"},{"key":"672_CR42","doi-asserted-by":"crossref","unstructured":"Tayal DK, Yadav S, Gupta K, Rajput B, Kumari K (2014) Polarity detection of sarcastic political tweets. In: 2014 International conference on computing for sustainable global development (INDIACom), 5 Mar 2014. IEEE, pp 625\u2013628","DOI":"10.1109\/IndiaCom.2014.6828037"},{"issue":"1","key":"672_CR43","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/s00146-014-0539-6","volume":"30","author":"DK Tayal","year":"2015","unstructured":"Tayal DK, Jain A, Arora S, Agarwal S, Gupta T, Tyagi N (2015) Crime detection and criminal identification in India using data mining techniques. AI Soc 30(1):117\u2013127","journal-title":"AI Soc"},{"key":"672_CR44","unstructured":"Turney PD (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, pp 417\u2013424"},{"key":"672_CR45","doi-asserted-by":"crossref","unstructured":"Tumasjan A et al. (2010) Predicting elections with twitter: what 140 characters reveal about political sentiment. ICWSM 10: 178\u2013185","DOI":"10.1609\/icwsm.v4i1.14009"},{"issue":"4","key":"672_CR46","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1016\/j.dss.2012.05.031","volume":"53","author":"M Camp Van de","year":"2012","unstructured":"Van de Camp M, Van den Bosch A (2012) The socialist network. Decis Support Syst 53(4):761\u2013769","journal-title":"Decis Support Syst"},{"issue":"3","key":"672_CR47","first-page":"110","volume":"3","author":"D Vishwakarma","year":"2016","unstructured":"Vishwakarma D (2016) Swachh Bharat Abhiyan Clean India Abhiyan. Int Res J Manag IT Soc Sci 3(3):110\u2013122","journal-title":"Int Res J Manag IT Soc Sci"},{"key":"672_CR48","doi-asserted-by":"crossref","unstructured":"Xuan HNT, Le AC, Nguyen LM (2012) Linguistic features for subjectivity classification. In: 2012 International conference on Asian language processing (IALP), 13 Nov 2012. IEEE, pp 17\u201320","DOI":"10.1109\/IALP.2012.47"},{"issue":"4","key":"672_CR49","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1016\/j.dss.2012.12.028","volume":"55","author":"Y Yu","year":"2013","unstructured":"Yu Y, Duan W, Cao Q (2013) The impact of social and conventional media on firm equity value: a sentiment analysis approach. Decis Support Syst 55(4):919\u2013926","journal-title":"Decis Support Syst"},{"key":"672_CR50","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1016\/j.neunet.2014.04.005","volume":"58","author":"K Zhang","year":"2014","unstructured":"Zhang K, Xie Y, Yang Y, Sun A, Liu H, Choudhary A (2014) Incorporating conditional random fields and active learning to improve sentiment identification. Neural Netw 58:60\u201367","journal-title":"Neural Netw"},{"key":"672_CR51","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.knosys.2014.02.003","volume":"61","author":"X Zheng","year":"2014","unstructured":"Zheng X, Lin Z, Wang X, Lin KJ, Song M (2014) Incorporating appraisal expression patterns into topic modeling for aspect and sentiment word identification. Knowl-Based Syst 61:29\u201347","journal-title":"Knowl-Based Syst"}],"container-title":["AI &amp; SOCIETY"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00146-016-0672-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00146-016-0672-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00146-016-0672-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00146-016-0672-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T17:55:47Z","timestamp":1749059747000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00146-016-0672-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,13]]},"references-count":52,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,11]]}},"alternative-id":["672"],"URL":"https:\/\/doi.org\/10.1007\/s00146-016-0672-5","relation":{},"ISSN":["0951-5666","1435-5655"],"issn-type":[{"type":"print","value":"0951-5666"},{"type":"electronic","value":"1435-5655"}],"subject":[],"published":{"date-parts":[[2016,8,13]]}}}