{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T13:34:45Z","timestamp":1773840885229,"version":"3.50.1"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030008550","type":"print"},{"value":"9783030008567","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00856-7_18","type":"book-chapter","created":{"date-parts":[[2018,9,12]],"date-time":"2018-09-12T04:32:19Z","timestamp":1536726739000},"page":"282-291","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Standard and Dialectal Arabic Text Classification for Sentiment Analysis"],"prefix":"10.1007","author":[{"given":"Mohcine","family":"Maghfour","sequence":"first","affiliation":[]},{"given":"Abdeljalil","family":"Elouardighi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,13]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Al-Kabi, M.N., Abdulla, N.A., Al-Ayyoub, M.: An analytical study of Arabic sentiments: Maktoob case study. In: 2013 8th International Conference for Internet Technology and Secured Transactions (ICITST), pp. 89\u201394. IEEE (2013)","DOI":"10.1109\/ICITST.2013.6750168"},{"key":"18_CR2","unstructured":"Al-Sabbagh, R., Girju, R.: Yadac: yet another dialectal arabic corpus. In: LREC, pp. 2882\u20132889 (2012)"},{"key":"18_CR3","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1007\/978-3-319-60042-0_66","volume-title":"Advances in Artificial Intelligence: From Theory to Practice","author":"KM Alomari","year":"2017","unstructured":"Alomari, K.M., ElSherif, H.M., Shaalan, K.: Arabic tweets sentimental analysis using machine learning. In: Benferhat, S., Tabia, K., Ali, M. (eds.) IEA\/AIE 2017. LNCS (LNAI), vol. 10350, pp. 602\u2013610. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-60042-0_66"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Dave, K., Lawrence, S., Pennock, D.M.: Mining the peanut gallery: opinion extraction and semantic classification of product reviews. In: Proceedings of the 12th International Conference on World Wide Web, pp. 519\u2013528. ACM (2003)","DOI":"10.1145\/775224.775226"},{"key":"18_CR5","unstructured":"Go, A., Bhayani, R., Huang, L.: Twitter sentiment classification using distant supervision. CS224N Project Report, Stanford 1(12) (2009)"},{"issue":"1","key":"18_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2200\/S00277ED1V01Y201008HLT010","volume":"3","author":"NY Habash","year":"2010","unstructured":"Habash, N.Y.: Introduction to arabic natural language processing. Synth. Lect. Hum. Lang. Technol. 3(1), 1\u2013187 (2010)","journal-title":"Synth. Lect. Hum. Lang. Technol."},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"Khalil, T., Halaby, A., Hammad, M., El-Beltagy, S.R.: Which configuration works best? An experimental study on supervised Arabic twitter sentiment analysis. In: 2015 First International Conference on Arabic Computational Linguistics (ACLing), pp. 86\u201393. IEEE (2015)","DOI":"10.1109\/ACLing.2015.19"},{"issue":"1","key":"18_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2200\/S00416ED1V01Y201204HLT016","volume":"5","author":"B Liu","year":"2012","unstructured":"Liu, B.: Sentiment analysis and opinion mining. Synth. Lect. Hum. Lang. Technol. 5(1), 1\u2013167 (2012)","journal-title":"Synth. Lect. Hum. Lang. Technol."},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Liu, B.: Sentiment Analysis: Mining Opinions, Sentiments, and Emotions. Cambridge University Press, New York (2015)","DOI":"10.1017\/CBO9781139084789"},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Medhaffar, S., Bougares, F., Esteve, Y., Hadrich-Belguith, L.: Sentiment analysis of Tunisian dialects: linguistic resources and experiments. In: Proceedings of the Third Arabic Natural Language Processing Workshop, pp. 55\u201361 (2017)","DOI":"10.18653\/v1\/W17-1307"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Nabil, M., Aly, M., Atiya, A.: ASTD: Arabic sentiment tweets dataset. In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pp. 2515\u20132519 (2015)","DOI":"10.18653\/v1\/D15-1299"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing, vol. 10, pp. 79\u201386. Association for Computational Linguistics (2002)","DOI":"10.3115\/1118693.1118704"},{"issue":"1\u20132","key":"18_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found Trends Inf. Retr. 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found Trends Inf. Retr."},{"key":"18_CR14","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Pozzi, F.A., Fersini, E., Messina, E., Liu, B.: Sentiment Analysis in Social Networks. Morgan Kaufmann, San Francisco (2016)","DOI":"10.1016\/B978-0-12-804412-4.00001-2"},{"key":"18_CR16","unstructured":"Refaee, E., Rieser, V.: An Arabic twitter corpus for subjectivity and sentiment analysis. In: LREC, pp. 2268\u20132273 (2014)"},{"key":"18_CR17","unstructured":"Salamah, J.B., Elkhlifi, A.: Microblogging opinion mining approach for Kuwaiti dialect. In: The International Conference on Computing Technology and Information Management (ICCTIM2014), pp. 388\u2013396. The Society of Digital Information and Wireless Communication (2014)"},{"issue":"1","key":"18_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. ACM Comput. Surv. (CSUR) 34(1), 1\u201347 (2002)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"18_CR19","unstructured":"Shoukry, A., Rafea, A.: Preprocessing Egyptian dialect tweets for sentiment mining. In: The Fourth Workshop on Computational Approaches to Arabic Script-based Languages, p. 47 (2012)"},{"issue":"1","key":"18_CR20","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1162\/COLI_a_00169","volume":"40","author":"OF Zaidan","year":"2014","unstructured":"Zaidan, O.F., Callison-Burch, C.: Arabic dialect identification. Comput. Linguist. 40(1), 171\u2013202 (2014)","journal-title":"Comput. Linguist."}],"container-title":["Lecture Notes in Computer Science","Model and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00856-7_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,23]],"date-time":"2019-10-23T23:09:53Z","timestamp":1571872193000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00856-7_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030008550","9783030008567"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00856-7_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"MEDI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Model and Data Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Marrakesh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Morocco","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"medi2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/medi2018.uca.ma\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}