{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T02:49:30Z","timestamp":1743994170762,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031535543"},{"type":"electronic","value":"9783031535550"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-53555-0_55","type":"book-chapter","created":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T05:02:10Z","timestamp":1707800530000},"page":"575-585","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Toward Detection of Fake News Using Sentiment Analysis for Albanian News Articles"],"prefix":"10.1007","author":[{"given":"Besjana","family":"Muraku","sequence":"first","affiliation":[]},{"given":"Lu","family":"Xiao","sequence":"additional","affiliation":[]},{"given":"Elinda Kajo","family":"Me\u00e7e","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,2,14]]},"reference":[{"key":"55_CR1","unstructured":"Newman, N., Fletcher, R., Kalogeropoulos, A., Levy, D., Nielsen, R.K.: Reuters Institute Digital News Report 2018, Rochester, NY, 14 June 2018. https:\/\/papers.ssrn.com\/abstract=3245355. Accessed 08 Nov 2023"},{"key":"55_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"653","DOI":"10.1007\/978-3-030-50423-6_49","volume-title":"Computational Science \u2013 ICCS 2020","author":"S Kula","year":"2020","unstructured":"Kula, S., Chora\u015b, M., Kozik, R., Ksieniewicz, P., Wo\u017aniak, M.: Sentiment analysis for fake news detection by means of neural networks. In: Krzhizhanovskaya, V.V., et al. (eds.) ICCS 2020. LNCS, vol. 12140, pp. 653\u2013666. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-50423-6_49"},{"issue":"3","key":"55_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3309699","volume":"11","author":"S Zannettou","year":"2019","unstructured":"Zannettou, S., Sirivianos, M., Blackburn, J., Kourtellis, N.: The web of false information: rumors, fake news, hoaxes, clickbait, and various other shenanigans. J. Data Inf. Qual. 11(3), 1\u201337 (2019). https:\/\/doi.org\/10.1145\/3309699","journal-title":"J. Data Inf. Qual."},{"issue":"4","key":"55_CR4","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1177\/0924051917738685","volume":"35","author":"T McGonagle","year":"2017","unstructured":"McGonagle, T.: \u2018Fake news\u2019: false fears or real concerns? Netherlands Q. Hum. Rights 35(4), 203\u2013209 (2017). https:\/\/doi.org\/10.1177\/0924051917738685","journal-title":"Netherlands Q. Hum. Rights"},{"key":"55_CR5","unstructured":"Botha, J., Pieterse, H.: Fake News and Deepfakes: A Dangerous Threat for 21st Century Information Security, March 2020"},{"key":"55_CR6","unstructured":"Stamatoukou, E.: BIRN Albania and SCiDEV Present Studies on Disinformation, Propaganda and Fake News. BIRN. https:\/\/birn.eu.com\/news-and-events\/birn-albania-and-scidev-present-studies-on-disinformation-propaganda-and-fake-news\/. Accessed 08 Nov 2023"},{"issue":"6","key":"55_CR7","doi-asserted-by":"publisher","first-page":"6432","DOI":"10.11591\/ijece.v12i6.pp6432-6439","volume":"12","author":"M Kastrati","year":"2022","unstructured":"Kastrati, M., Biba, M.: Natural language processing for Albanian: a state-of-the-art survey. Int. J. Electr. Comput. Eng. (IJECE) 12(6), 6432 (2022). https:\/\/doi.org\/10.11591\/ijece.v12i6.pp6432-6439","journal-title":"Int. J. Electr. Comput. Eng. (IJECE)"},{"issue":"5","key":"55_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3487288","volume":"21","author":"E Canhasi","year":"2022","unstructured":"Canhasi, E., Shijaku, R., Berisha, E.: Albanian fake news detection. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 21(5), 1\u201324 (2022). https:\/\/doi.org\/10.1145\/3487288","journal-title":"ACM Trans. Asian Low-Resour. Lang. Inf. Process."},{"key":"55_CR9","doi-asserted-by":"publisher","unstructured":"Hoti, A.H., Hoti, M.H., Hoti, H., Salihu, A.: Identifying Fake News written on Albanian language in social media using Na\u00efve Bayes, SVM, Logistic Regression, Decision Tree and Random Forest algorithms. In: 2022 11th Mediterranean Conference on Embedded Computing (MECO), June 2022, pp. 1\u20136 (2022). https:\/\/doi.org\/10.1109\/MECO55406.2022.9797147","DOI":"10.1109\/MECO55406.2022.9797147"},{"issue":"2","key":"55_CR10","doi-asserted-by":"publisher","first-page":"44","DOI":"10.54216\/NIF.010205","volume":"1","author":"M Ibrahim","year":"2023","unstructured":"Ibrahim, M.: Sentiment analysis for fake news detection in online media networks: a survey, fusion techniques and quality metrics. Neutrosophic Inf. Fus. 1(2), 44\u201368 (2023). https:\/\/doi.org\/10.54216\/NIF.010205","journal-title":"Neutrosophic Inf. Fus."},{"issue":"11","key":"55_CR11","doi-asserted-by":"publisher","first-page":"1348","DOI":"10.3390\/electronics10111348","volume":"10","author":"MA Alonso","year":"2021","unstructured":"Alonso, M.A., Vilares, D., G\u00f3mez-Rodr\u00edguez, C., Vilares, J.: Sentiment analysis for fake news detection. Electronics 10(11), 1348 (2021). https:\/\/doi.org\/10.3390\/electronics10111348","journal-title":"Electronics"},{"key":"55_CR12","doi-asserted-by":"publisher","unstructured":"Li, J., Xiao, L.: Multi-emotion recognition using multi-EmoBERT and emotion analysis in fake news. In: Proceedings of the 15th ACM Web Science Conference 2023, WebSci 2023, April 2023, pp. 128\u2013135. Association for Computing Machinery, New York (2023). https:\/\/doi.org\/10.1145\/3578503.3583595","DOI":"10.1145\/3578503.3583595"},{"key":"55_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1007\/978-3-030-59612-5_5","volume-title":"Big Data \u2013 BigData 2020","author":"L Ding","year":"2020","unstructured":"Ding, L., Ding, L., Sinnott, R.O.: Fake news classification of social media through sentiment analysis. In: Nepal, S., Cao, W., Nasridinov, A., Bhuiyan, M.D.Z.A., Guo, X., Zhang, L.-J. (eds.) BIGDATA 2020. LNCS, vol. 12402, pp. 52\u201367. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-59612-5_5"},{"key":"55_CR14","doi-asserted-by":"publisher","unstructured":"Bhutani, B., Rastogi, N., Sehgal, P., Purwar, A.: Fake news detection using sentiment analysis. In: 2019 Twelfth International Conference on Contemporary Computing (IC3), August 2019, pp. 1\u20135 (2019). https:\/\/doi.org\/10.1109\/IC3.2019.8844880","DOI":"10.1109\/IC3.2019.8844880"},{"key":"55_CR15","doi-asserted-by":"publisher","unstructured":"Turner, C.R., Fuggetta, A., Lavazza, L., Wolf, A.L.: Feature engineering [software development]. In: Proceedings Ninth International Workshop on Software Specification and Design, April 1998, pp. 162\u2013164 (1998). https:\/\/doi.org\/10.1109\/IWSSD.1998.667935","DOI":"10.1109\/IWSSD.1998.667935"},{"key":"55_CR16","doi-asserted-by":"publisher","unstructured":"Khurana, U., Samulowitz, H., Turaga, D.: Feature engineering for predictive modeling using reinforcement learning. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 32, no. 1, Art. no. 1, April 2018. https:\/\/doi.org\/10.1609\/aaai.v32i1.11678","DOI":"10.1609\/aaai.v32i1.11678"},{"issue":"4","key":"55_CR17","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1504\/IJDMMM.2019.102728","volume":"11","author":"M Ghosh","year":"2019","unstructured":"Ghosh, M., Sanyal, G.: Analysing sentiments based on multi feature combination with supervised learning. IJDMMM 11(4), 391 (2019). https:\/\/doi.org\/10.1504\/IJDMMM.2019.102728","journal-title":"IJDMMM"},{"key":"55_CR18","doi-asserted-by":"publisher","unstructured":"Zou, H., Tang, X., Xie, B., Liu, B.: Sentiment classification using machine learning techniques with syntax features. In: 2015 International Conference on Computational Science and Computational Intelligence (CSCI), December 2015, pp. 175\u2013179 (2015). https:\/\/doi.org\/10.1109\/CSCI.2015.44","DOI":"10.1109\/CSCI.2015.44"},{"issue":"3","key":"55_CR19","doi-asserted-by":"publisher","first-page":"374","DOI":"10.3390\/electronics11030374","volume":"11","author":"R Catelli","year":"2022","unstructured":"Catelli, R., Pelosi, S., Esposito, M.: Lexicon-based vs. BERT-based sentiment analysis: a comparative study in Italian. Electronics 11(3), 374 (2022). https:\/\/doi.org\/10.3390\/electronics11030374","journal-title":"Electronics"},{"key":"55_CR20","doi-asserted-by":"publisher","unstructured":"Iwendi, C., Mohan, S., Khan, S., Ibeke, E., Ahmadian, A., Ciano, T.: Covid-19 fake news sentiment analysis. Comput. Electr. Eng. 101, 107967 (2022). https:\/\/doi.org\/10.1016\/j.compeleceng.2022.107967","DOI":"10.1016\/j.compeleceng.2022.107967"},{"key":"55_CR21","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1016\/j.aej.2023.08.038","volume":"80","author":"M Subramanian","year":"2023","unstructured":"Subramanian, M., Sathiskumar, V.E., Deepalakshmi, G., Cho, J., Manikandan, G.: A survey on hate speech detection and sentiment analysis using machine learning and deep learning models. Alexandria Eng. J. 80, 110\u2013121 (2023). https:\/\/doi.org\/10.1016\/j.aej.2023.08.038","journal-title":"Alexandria Eng. J."},{"key":"55_CR22","doi-asserted-by":"publisher","unstructured":"Cui, L., Wang, S., Lee, D.: SAME: sentiment-aware multi-modal embedding for detecting fake news. In: Proceedings of the 2019 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, January 2020, pp. 41\u201348. Association for Computing Machinery, New York (2020). https:\/\/doi.org\/10.1145\/3341161.3342894","DOI":"10.1145\/3341161.3342894"},{"key":"55_CR23","doi-asserted-by":"publisher","unstructured":"\u00c7ano, E.: AlbMoRe: a corpus of movie reviews for sentiment analysis in Albanian. arXiv, 14 June 2023. https:\/\/doi.org\/10.48550\/arXiv.2306.08526","DOI":"10.48550\/arXiv.2306.08526"},{"key":"55_CR24","doi-asserted-by":"publisher","first-page":"108436","DOI":"10.1016\/j.dib.2022.108436","volume":"43","author":"F Kadriu","year":"2022","unstructured":"Kadriu, F., Murtezaj, D., Gashi, F., Ahmedi, L., Kurti, A., Kastrati, Z.: Human-annotated dataset for social media sentiment analysis for Albanian language. Data Brief 43, 108436 (2022). https:\/\/doi.org\/10.1016\/j.dib.2022.108436","journal-title":"Data Brief"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advances in Internet, Data & Web Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-53555-0_55","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T05:10:38Z","timestamp":1707801038000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-53555-0_55"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031535543","9783031535550"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-53555-0_55","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"14 February 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EIDWT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Emerging Internet, Data & Web Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Naples","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 February 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 February 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eidwt12024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/eidwt\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}