{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:24:18Z","timestamp":1750220658015,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,11,30]],"date-time":"2020-11-30T00:00:00Z","timestamp":1606694400000},"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":[[2020,11,30]]},"DOI":"10.1145\/3428757.3429144","type":"proceedings-article","created":{"date-parts":[[2021,1,27]],"date-time":"2021-01-27T11:29:07Z","timestamp":1611746947000},"page":"91-96","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Analysis and Comparison of Deep Learning Networks for Supporting Sentiment Mining in Text Corpora"],"prefix":"10.1145","author":[{"given":"Teresa","family":"Alcamo","sequence":"first","affiliation":[{"name":"DMI Dept., University of Palermo, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alfredo","family":"Cuzzocrea","sequence":"additional","affiliation":[{"name":"iDEA Lab, University of Calabria, Rende, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giosue Lo","family":"Bosco","sequence":"additional","affiliation":[{"name":"DMI Dept., University of Palermo, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giovanni","family":"Pilato","sequence":"additional","affiliation":[{"name":"ICAR-CNR Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniele","family":"Schicchi","sequence":"additional","affiliation":[{"name":"DMI Dept., University of Palermo, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,1,27]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019","author":"Ahn Seokjin","year":"2019","unstructured":"Seokjin Ahn , St\u00e9fan V. Couture , Alfredo Cuzzocrea , Kevin Dam , Giorgio Mario Grasso , Carson K. Leung , Kaleigh L. McCormick , and Bryan H. Wodi . 2019. A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments . In 2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019 , New Orleans, LA, USA , June 23-26, 2019 . IEEE, 1--6. Seokjin Ahn, St\u00e9fan V. Couture, Alfredo Cuzzocrea, Kevin Dam, Giorgio Mario Grasso, Carson K. Leung, Kaleigh L. McCormick, and Bryan H. Wodi. 2019. A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments. In 2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019, New Orleans, LA, USA, June 23-26, 2019. IEEE, 1--6."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2885117"},{"key":"e_1_3_2_1_3_1","unstructured":"Dzmitry Bahdanau Kyunghyun Cho and Yoshua Bengio. 2014. Neural Machine Translation by Jointly Learning to Align and Translate. arXiv:1409.0473 [cs.CL]  Dzmitry Bahdanau Kyunghyun Cho and Yoshua Bengio. 2014. Neural Machine Translation by Jointly Learning to Align and Translate. arXiv:1409.0473 [cs.CL]"},{"key":"e_1_3_2_1_4_1","volume-title":"Ninth International AAAI Conference on Web and Social Media.","author":"Bamman David","year":"2015","unstructured":"David Bamman and Noah A Smith . 2015 . Contextualized sarcasm detection on twitter . In Ninth International AAAI Conference on Web and Social Media. David Bamman and Noah A Smith. 2015. Contextualized sarcasm detection on twitter. In Ninth International AAAI Conference on Web and Social Media."},{"key":"e_1_3_2_1_5_1","volume-title":"The First Italian Conference on Computational Linguistics CLiC-it","volume":"28","author":"Barbieri Francesco","year":"2014","unstructured":"Francesco Barbieri , Francesco Ronzano , and Horacio Saggion . 2014 . Italian irony detection in twitter: a first approach . In The First Italian Conference on Computational Linguistics CLiC-it , Vol. 28 . Francesco Barbieri, Francesco Ronzano, and Horacio Saggion. 2014. Italian irony detection in twitter: a first approach. In The First Italian Conference on Computational Linguistics CLiC-it, Vol. 28."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2876674"},{"key":"e_1_3_2_1_7_1","unstructured":"Harold Edgeworth Butler etal 1953. The Instituto Oratoria of Quintilian: With an English Translation. Vol. 1. W. Heinemann.  Harold Edgeworth Butler et al. 1953. The Instituto Oratoria of Quintilian: With an English Translation. Vol. 1. W. Heinemann."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2005.03.011"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2010.02.006"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/850965.854680"},{"key":"e_1_3_2_1_11_1","volume-title":"15th International Conference, DEXA 2004 Zaragoza, Spain, August 30-September 3, 2004, Proceedings (Lecture Notes in Computer Science","volume":"370","author":"Cuzzocrea Alfredo","year":"2004","unstructured":"Alfredo Cuzzocrea and Ugo Matrangolo . 2004 . Analytical Synopses for Approximate Query Answering in OLAP Environments. In Database and Expert Systems Applications , 15th International Conference, DEXA 2004 Zaragoza, Spain, August 30-September 3, 2004, Proceedings (Lecture Notes in Computer Science , Vol. 3180), Fernando Galindo, Makoto Takizawa, and Roland Traunm\u00fcller (Eds.). Springer, 359-- 370 . Alfredo Cuzzocrea and Ugo Matrangolo. 2004. Analytical Synopses for Approximate Query Answering in OLAP Environments. In Database and Expert Systems Applications, 15th International Conference, DEXA 2004 Zaragoza, Spain, August 30-September 3, 2004, Proceedings (Lecture Notes in Computer Science, Vol. 3180), Fernando Galindo, Makoto Takizawa, and Roland Traunm\u00fcller (Eds.). Springer, 359--370."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/11823728_11"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1516360.1516448"},{"key":"e_1_3_2_1_14_1","volume-title":"Using Twitter sentiment and emotions analysis of Google Trends for decisions making. Program","author":"D'Avanzo Ernesto","year":"2017","unstructured":"Ernesto D'Avanzo , Giovanni Pilato , and Miltiadis Lytras . 2017. Using Twitter sentiment and emotions analysis of Google Trends for decisions making. Program ( 2017 ). Ernesto D'Avanzo, Giovanni Pilato, and Miltiadis Lytras. 2017. Using Twitter sentiment and emotions analysis of Google Trends for decisions making. Program (2017)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324919000019"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1169"},{"key":"e_1_3_2_1_17_1","volume-title":"1999 Ninth International Conference on Artificial Neural Networks ICANN 99","volume":"2","author":"Gers F. A.","unstructured":"F. A. Gers , J. Schmidhuber , and F. Cummins . 1999. Learning to forget: continual prediction with LSTM . In 1999 Ninth International Conference on Artificial Neural Networks ICANN 99 . (Conf. Publ. No. 470) , Vol. 2 . 850--855 vol.2. F. A. Gers, J. Schmidhuber, and F. Cummins. 1999. Learning to forget: continual prediction with LSTM. In 1999 Ninth International Conference on Artificial Neural Networks ICANN 99. (Conf. Publ. No. 470), Vol. 2. 850--855 vol.2."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W16-0425"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.4000\/books.aaccademia.4631"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/2002736.2002850"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/3086952"},{"key":"e_1_3_2_1_22_1","volume-title":"Learning Word Vectors for 157 Languages. CoRR abs\/1802.06893","author":"Grave Edouard","year":"2018","unstructured":"Edouard Grave , Piotr Bojanowski , Prakhar Gupta , Armand Joulin , and Tomas Mikolov . 2018. Learning Word Vectors for 157 Languages. CoRR abs\/1802.06893 ( 2018 ). arXiv:1802.06893 Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, and Tomas Mikolov. 2018. Learning Word Vectors for 157 Languages. CoRR abs\/1802.06893 (2018). arXiv:1802.06893"},{"key":"e_1_3_2_1_23_1","volume-title":"A Neural Network model for the Evaluation of Text Complexity in Italian Language: a Representation Point of View. Procedia computer science 145","author":"Bosco Giosu\u00e9 Lo","year":"2018","unstructured":"Giosu\u00e9 Lo Bosco , Giovanni Pilato , and Daniele Schicchi . 2018. A Neural Network model for the Evaluation of Text Complexity in Italian Language: a Representation Point of View. Procedia computer science 145 ( 2018 ), 464--470. Giosu\u00e9 Lo Bosco, Giovanni Pilato, and Daniele Schicchi. 2018. A Neural Network model for the Evaluation of Text Complexity in Italian Language: a Representation Point of View. Procedia computer science 145 (2018), 464--470."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the sixth International Workshop on Artificial Intelligence and Cognition.","author":"Bosco Giosu\u00e9 Lo","year":"2018","unstructured":"Giosu\u00e9 Lo Bosco , Giovanni Pilato , and Daniele Schicchi . 2018 . A Recurrent Deep Neural Network Model to measure Sentence Complexity for the Italian Language . In Proceedings of the sixth International Workshop on Artificial Intelligence and Cognition. Giosu\u00e9 Lo Bosco, Giovanni Pilato, and Daniele Schicchi. 2018. A Recurrent Deep Neural Network Model to measure Sentence Complexity for the Italian Language. In Proceedings of the sixth International Workshop on Artificial Intelligence and Cognition."},{"key":"e_1_3_2_1_25_1","volume-title":"2nd Workshop on Natural Language for Artificial Intelligence, NL4AI","volume":"2244","author":"Bosco G Lo","year":"2018","unstructured":"G Lo Bosco , G Pilato , and D Schicchi . 2018 . A sentence based system for measuring syntax complexity using a recurrent deep neural network . In 2nd Workshop on Natural Language for Artificial Intelligence, NL4AI 2018, Vol. 2244 . CEUR-WS, 95--101. G Lo Bosco, G Pilato, and D Schicchi. 2018. A sentence based system for measuring syntax complexity using a recurrent deep neural network. In 2nd Workshop on Natural Language for Artificial Intelligence, NL4AI 2018, Vol. 2244. CEUR-WS, 95--101."},{"key":"e_1_3_2_1_26_1","volume-title":"LREC 2014 Proceedings. ELRA.","author":"Maynard Diana G","year":"2014","unstructured":"Diana G Maynard and Mark A Greenwood . 2014 . Who cares about sarcastic tweets? investigating the impact of sarcasm on sentiment analysis . In LREC 2014 Proceedings. ELRA. Diana G Maynard and Mark A Greenwood. 2014. Who cares about sarcastic tweets? investigating the impact of sarcasm on sentiment analysis. In LREC 2014 Proceedings. ELRA."},{"key":"e_1_3_2_1_27_1","volume-title":"Creating and characterizing a diverse corpus of sarcasm in dialogue. arXiv preprint arXiv:1709.05404","author":"Oraby Shereen","year":"2017","unstructured":"Shereen Oraby , Vrindavan Harrison , Lena Reed , Ernesto Hernandez , Ellen Riloff , and Marilyn Walker . 2017. Creating and characterizing a diverse corpus of sarcasm in dialogue. arXiv preprint arXiv:1709.05404 ( 2017 ). Shereen Oraby, Vrindavan Harrison, Lena Reed, Ernesto Hernandez, Ellen Riloff, and Marilyn Walker. 2017. Creating and characterizing a diverse corpus of sarcasm in dialogue. arXiv preprint arXiv:1709.05404 (2017)."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2873730"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0652-8"},{"volume-title":"20th ieee mediterranean eletrotechnical conference. in press.","author":"Schicchi D.","key":"e_1_3_2_1_30_1","unstructured":"D. Schicchi , G. Pilato , and G. Lo Bosco . 2020. Attention-based Model for Evaluating the Complexity of Sentences in English Language . In 20th ieee mediterranean eletrotechnical conference. in press. D. Schicchi, G. Pilato, and G. Lo Bosco. 2020. Attention-based Model for Evaluating the Complexity of Sentences in English Language. In 20th ieee mediterranean eletrotechnical conference. in press."},{"volume-title":"Deep Neural Attention-Based Model for the Evaluation of Italian Sentences Complexity. In 2020 IEEE 14th International Conference on Semantic Computing (ICSC). 253--256","author":"Schicchi D.","key":"e_1_3_2_1_31_1","unstructured":"D. Schicchi , G. Pilato , and G. Lo Bosco . 2020 . Deep Neural Attention-Based Model for the Evaluation of Italian Sentences Complexity. In 2020 IEEE 14th International Conference on Semantic Computing (ICSC). 253--256 . D. Schicchi, G. Pilato, and G. Lo Bosco. 2020. Deep Neural Attention-Based Model for the Evaluation of Italian Sentences Complexity. In 2020 IEEE 14th International Conference on Semantic Computing (ICSC). 253--256."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2899260"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSC.2014.17"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSC.2014.59"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"Oren Tsur Dmitry Davidov and Ari Rappoport. 2010. ICWSM---a great catchy name: Semi-supervised recognition of sarcastic sentences in online product reviews. In fourth international AAAI conference on weblogs and social media.  Oren Tsur Dmitry Davidov and Ari Rappoport. 2010. ICWSM---a great catchy name: Semi-supervised recognition of sarcastic sentences in online product reviews. In fourth international AAAI conference on weblogs and social media.","DOI":"10.1609\/icwsm.v4i1.14018"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1174"}],"event":{"name":"iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services","sponsor":["Johannes Kepler University, Linz, Austria"],"location":"Chiang Mai Thailand","acronym":"iiWAS '20"},"container-title":["Proceedings of the 22nd International Conference on Information Integration and Web-based Applications &amp; Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3428757.3429144","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3428757.3429144","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:32Z","timestamp":1750197752000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3428757.3429144"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,30]]},"references-count":36,"alternative-id":["10.1145\/3428757.3429144","10.1145\/3428757"],"URL":"https:\/\/doi.org\/10.1145\/3428757.3429144","relation":{},"subject":[],"published":{"date-parts":[[2020,11,30]]},"assertion":[{"value":"2021-01-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}