{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T22:16:49Z","timestamp":1777587409809,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,9,18]],"date-time":"2017-09-18T00:00:00Z","timestamp":1505692800000},"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":[[2017,9,18]]},"DOI":"10.1145\/3125571.3125590","type":"proceedings-article","created":{"date-parts":[[2017,8,24]],"date-time":"2017-08-24T11:58:11Z","timestamp":1503575891000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Exploiting Correlation between Body Gestures and Spoken Sentences for Real-time Emotion Recognition"],"prefix":"10.1145","author":[{"given":"Fabrizio","family":"Milazzo","sequence":"first","affiliation":[{"name":"Universit\u00e0 degli Studi di Palermo, Dipartimento dell'Innovazione Industriale e Digitale (DIID), Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Agnese","family":"Augello","sequence":"additional","affiliation":[{"name":"Consiglio Nazionale delle Ricerche, Istituto di Calcolo ad Alte Prestazioni, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giovanni","family":"Pilato","sequence":"additional","affiliation":[{"name":"Consiglio Nazionale delle Ricerche, Istituto di Calcolo ad Alte Prestazioni, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vito","family":"Gentile","sequence":"additional","affiliation":[{"name":"Universit\u00e0 degli Studi di Palermo, Dipartimento dell'Innovazione Industriale e Digitale (DIID), Palermo, Italy and Ubiquitous Systems and Interfaces (USI)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Gentile","sequence":"additional","affiliation":[{"name":"Universit\u00e0 degli Studi di Palermo, Dipartimento dell'Innovazione Industriale e Digitale (DIID), Palermo, Italy and Ubiquitous Systems and Interfaces (USI) and InformAmuse s.r.l., Via Nunzio Morello, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Salvatore","family":"Sorce","sequence":"additional","affiliation":[{"name":"Brunel University London, College of Engineering, Design and Physical Sciences, Department of Computer Science, Uxbridge, United Kingdom and Ubiquitous Systems and Interfaces (USI) and InformAmuse s.r.l., Via Nunzio Morello, Palermo, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,9,18]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Kah Phooi Seng, and Yun Li Lee","author":"Akputu Oryina Kingsley","year":"2016","unstructured":"Oryina Kingsley Akputu , Kah Phooi Seng, and Yun Li Lee . 2016 . Affect Recognition for Web 2.0 Intelligent E-Tutoring Systems: Exploration of Students' Emotional Feedback. In Psychology and Mental Health: Concepts, Methodologies, Tools, and Applications. IGI Global , 818--848. Oryina Kingsley Akputu, Kah Phooi Seng, and Yun Li Lee. 2016. Affect Recognition for Web 2.0 Intelligent E-Tutoring Systems: Exploration of Students' Emotional Feedback. In Psychology and Mental Health: Concepts, Methodologies, Tools, and Applications. IGI Global, 818--848."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cognition.2006.05.005"},{"key":"e_1_3_2_1_3_1","volume-title":"Emotions and Personality in Personalized Services","author":"Baur Tobias","unstructured":"Tobias Baur , Dominik Schiller , and Elisabeth Andr\u00e9 . 2016. Modeling Userfis Social Attitude in a Conversational System . In Emotions and Personality in Personalized Services . Springer , 181--199. Tobias Baur, Dominik Schiller, and Elisabeth Andr\u00e9. 2016. Modeling Userfis Social Attitude in a Conversational System. In Emotions and Personality in Personalized Services. Springer, 181--199."},{"key":"e_1_3_2_1_4_1","volume-title":"KDD workshop","volume":"10","author":"Berndt Donald J","year":"1994","unstructured":"Donald J Berndt and James Clifford . 1994 . Using Dynamic Time Warping to Find Patterns in Time Series . In KDD workshop , Vol. 10 . Seattle, WA, 359--370. Donald J Berndt and James Clifford. 1994. Using Dynamic Time Warping to Find Patterns in Time Series. In KDD workshop, Vol. 10. Seattle, WA, 359--370."},{"key":"e_1_3_2_1_5_1","volume-title":"Information and Communications Technology (IAICT), 2014 International Conference on. IEEE, 39--45","author":"Budiman Arif","year":"2014","unstructured":"Arif Budiman , Mohamad Ivan Fanany , and Chan Basaruddin . 2014 . Constructive, robust and adaptive OS-ELM in human action recognition. In Industrial Automation , Information and Communications Technology (IAICT), 2014 International Conference on. IEEE, 39--45 . Arif Budiman, Mohamad Ivan Fanany, and Chan Basaruddin. 2014. Constructive, robust and adaptive OS-ELM in human action recognition. In Industrial Automation, Information and Communications Technology (IAICT), 2014 International Conference on. IEEE, 39--45."},{"key":"e_1_3_2_1_6_1","volume-title":"Emotion Detection from Text: A Survey. Processing in the 5th Information Systems Research Working Days (JISIC 2014)","author":"Canales Lea","year":"2014","unstructured":"Lea Canales and Patricio Mart\u00ednez-Barco . 2014. Emotion Detection from Text: A Survey. Processing in the 5th Information Systems Research Working Days (JISIC 2014) ( 2014 ), 37. Lea Canales and Patricio Mart\u00ednez-Barco. 2014. Emotion Detection from Text: A Survey. Processing in the 5th Information Systems Research Working Days (JISIC 2014) (2014), 37."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33275-3_29"},{"key":"e_1_3_2_1_8_1","volume-title":"Body Gesture, Speech. Affect and emotion in human-computer interaction","author":"Castellano Ginevra","year":"2008","unstructured":"Ginevra Castellano , Loic Kessous , and George Caridakis . 2008. Emotion Recognition through Multiple Modalities: Face , Body Gesture, Speech. Affect and emotion in human-computer interaction ( 2008 ), 92--103. Ginevra Castellano, Loic Kessous, and George Caridakis. 2008. Emotion Recognition through Multiple Modalities: Face, Body Gesture, Speech. Affect and emotion in human-computer interaction (2008), 92--103."},{"key":"e_1_3_2_1_9_1","volume-title":"Recognizing Users Feedback from Non-Verbal Communicative Acts in Conversational Recommender Systems. Pattern Recognition Letters","author":"Carolis Berardina De","year":"2017","unstructured":"Berardina De Carolis , Marco de Gemmis , Pasquale Lops , and Giuseppe Palestra . 2017. Recognizing Users Feedback from Non-Verbal Communicative Acts in Conversational Recommender Systems. Pattern Recognition Letters ( 2017 ). Berardina De Carolis, Marco de Gemmis, Pasquale Lops, and Giuseppe Palestra. 2017. Recognizing Users Feedback from Non-Verbal Communicative Acts in Conversational Recommender Systems. Pattern Recognition Letters (2017)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5220\/0005614205970602"},{"key":"e_1_3_2_1_11_1","volume-title":"Language, knowledge, and representation","author":"Ekman Paul","unstructured":"Paul Ekman . 2004. Emotional and Conversational Nonverbal Signals . In Language, knowledge, and representation . Springer , 39--50. Paul Ekman. 2004. Emotional and Conversational Nonverbal Signals. In Language, knowledge, and representation. Springer, 39--50."},{"key":"e_1_3_2_1_12_1","volume-title":"Basic Emotions","author":"Ekman Paul","unstructured":"Paul Ekman . 2005. Basic Emotions . John Wiley & Sons, Ltd , 45--60. Paul Ekman. 2005. Basic Emotions. John Wiley & Sons, Ltd, 45--60."},{"key":"e_1_3_2_1_13_1","volume-title":"What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS)","author":"Ekman Paul","unstructured":"Paul Ekman and Erika L Rosenberg . 1997. What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS) . Oxford University Press , USA. Paul Ekman and Erika L Rosenberg. 1997. What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS). Oxford University Press, USA."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2522848.2532595"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of LREC","volume":"6","author":"Esuli Andrea","year":"2006","unstructured":"Andrea Esuli and Fabrizio Sebastiani . 2006 . Sentiwordnet: A Publicly Available Lexical Resource for Opinion Mining . In Proceedings of LREC , Vol. 6 . Citeseer, 417--422. Andrea Esuli and Fabrizio Sebastiani. 2006. Sentiwordnet: A Publicly Available Lexical Resource for Opinion Mining. In Proceedings of LREC, Vol. 6. Citeseer, 417--422."},{"key":"e_1_3_2_1_16_1","volume-title":"Conceptual Spaces: The geometry of Thought","author":"G\u00e4rdenfors Peter","year":"2004","unstructured":"Peter G\u00e4rdenfors . 2004 . Conceptual Spaces: The geometry of Thought . MIT press . Peter G\u00e4rdenfors. 2004. Conceptual Spaces: The geometry of Thought. MIT press."},{"key":"e_1_3_2_1_17_1","volume-title":"Body Gestures and Spoken Sentences: A Novel Approach for Revealing Userfis Emotions. In IEEE 11th International Conference on Semantic Computing (ICSC). IEEE, 69--72","author":"Gentile Vito","year":"2017","unstructured":"Vito Gentile , Fabrizio Milazzo , Salvatore Sorce , Antonio Gentile , Agnese Augello , and Giovanni Pilato . 2017 . Body Gestures and Spoken Sentences: A Novel Approach for Revealing Userfis Emotions. In IEEE 11th International Conference on Semantic Computing (ICSC). IEEE, 69--72 . Vito Gentile, Fabrizio Milazzo, Salvatore Sorce, Antonio Gentile, Agnese Augello, and Giovanni Pilato. 2017. Body Gestures and Spoken Sentences: A Novel Approach for Revealing Userfis Emotions. In IEEE 11th International Conference on Semantic Computing (ICSC). IEEE, 69--72."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/CISIS.2014.80"},{"key":"e_1_3_2_1_19_1","unstructured":"Vito Gentile Salvatore Sorce Alessio Malizia and Antonio Gentile. 2016. Gesture recognition using low-cost devices: Techniques applications perspectives {Riconoscimento di gesti mediante dispositivi a basso costo: Tecniche applicazioni prospettive}. Mondo Digitale 15 63 (2016). http:\/\/mondodigitale.aicanet.net\/2016-2\/articoli\/02_Riconoscimento_di_gesti_mediante_dispositivi_a_basso_costo.pdf  Vito Gentile Salvatore Sorce Alessio Malizia and Antonio Gentile. 2016. Gesture recognition using low-cost devices: Techniques applications perspectives {Riconoscimento di gesti mediante dispositivi a basso costo: Tecniche applicazioni prospettive}. Mondo Digitale 15 63 (2016). http:\/\/mondodigitale.aicanet.net\/2016-2\/articoli\/02_Riconoscimento_di_gesti_mediante_dispositivi_a_basso_costo.pdf"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2008.4563173"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/11573548_1"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCIT.2015.7458330"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12193-009-0025-5"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2012.16"},{"key":"e_1_3_2_1_25_1","volume-title":"Real-Time Body Gestures Recognition Using Training Set Constrained Reduction. In Conference on Complex, Intelligent, and Software Intensive Systems. Springer, 216--224","author":"Milazzo Fabrizio","year":"2017","unstructured":"Fabrizio Milazzo , Vito Gentile , Antonio Gentile , and Salvatore Sorce . 2017 . Real-Time Body Gestures Recognition Using Training Set Constrained Reduction. In Conference on Complex, Intelligent, and Software Intensive Systems. Springer, 216--224 . Fabrizio Milazzo, Vito Gentile, Antonio Gentile, and Salvatore Sorce. 2017. Real-Time Body Gestures Recognition Using Training Set Constrained Reduction. In Conference on Complex, Intelligent, and Software Intensive Systems. Springer, 216--224."},{"key":"e_1_3_2_1_26_1","volume-title":"Modular Middleware for Gestural Data and Devices Management. Journal of Sensors 2017","author":"Milazzo Fabrizio","year":"2017","unstructured":"Fabrizio Milazzo , Vito Gentile , Giuseppe Vitello , Antonio Gentile , and Salvatore Sorce . 2017. Modular Middleware for Gestural Data and Devices Management. Journal of Sensors 2017 ( 2017 ). Fabrizio Milazzo, Vito Gentile, Giuseppe Vitello, Antonio Gentile, and Salvatore Sorce. 2017. Modular Middleware for Gestural Data and Devices Management. Journal of Sensors 2017 (2017)."},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. Association for Computational Linguistics, 105--114","author":"Mohammad Saif","year":"2011","unstructured":"Saif Mohammad . 2011 . From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales . In Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. Association for Computational Linguistics, 105--114 . Saif Mohammad. 2011. From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales. In Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. Association for Computational Linguistics, 105--114."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.5555\/1997099.1997116"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/DigitalHeritage.2015.7419618"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICoSP.2012.6491803"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2003.12.012"},{"key":"e_1_3_2_1_32_1","first-page":"1","article-title":"Dynamic Time Warping Algorithm Review. Information and Computer Science Department University of Hawaii at Manoa Honolulu","volume":"855","author":"Senin Pavel","year":"2008","unstructured":"Pavel Senin . 2008 . Dynamic Time Warping Algorithm Review. Information and Computer Science Department University of Hawaii at Manoa Honolulu , USA 855 (2008), 1 -- 23 . Pavel Senin. 2008. Dynamic Time Warping Algorithm Review. Information and Computer Science Department University of Hawaii at Manoa Honolulu, USA 855 (2008), 1--23.","journal-title":"USA"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2398356.2398381"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2009.03.002"},{"key":"e_1_3_2_1_35_1","volume-title":"Wearable, Infrared Computer Vision System for Home Automation Control and Medical Monitoring. In the fourth international symposium on Wearable computers","author":"Starner Thad","unstructured":"Thad Starner , Jake Auxier , Daniel Ashbrook , and Maribeth Gandy . 2000. The Gesture Pendant: A Self-illuminating , Wearable, Infrared Computer Vision System for Home Automation Control and Medical Monitoring. In the fourth international symposium on Wearable computers . IEEE , 87--94. Thad Starner, Jake Auxier, Daniel Ashbrook, and Maribeth Gandy. 2000. The Gesture Pendant: A Self-illuminating, Wearable, Infrared Computer Vision System for Home Automation Control and Medical Monitoring. In the fourth international symposium on Wearable computers. IEEE, 87--94."},{"key":"e_1_3_2_1_36_1","first-page":"1083","article-title":"WordNet Affect: an Affective Extension of WordNet","volume":"4","author":"Strapparava Carlo","year":"2004","unstructured":"Carlo Strapparava , Alessandro Valitutti , 2004 . WordNet Affect: an Affective Extension of WordNet . In LREC , Vol. 4. 1083 -- 1086 . Carlo Strapparava, Alessandro Valitutti, et al. 2004. WordNet Affect: an Affective Extension of WordNet. In LREC, Vol. 4. 1083--1086.","journal-title":"LREC"},{"key":"e_1_3_2_1_37_1","volume-title":"The Dictionary of Affect in Language. Emotion: Theory, research, and experience 4, 113--131","author":"Whissell Cynthia","year":"1989","unstructured":"Cynthia Whissell . 1989. The Dictionary of Affect in Language. Emotion: Theory, research, and experience 4, 113--131 ( 1989 ), 94. Cynthia Whissell. 1989. The Dictionary of Affect in Language. Emotion: Theory, research, and experience 4, 113--131 (1989), 94."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"crossref","unstructured":"Zhaojun Yang and Shrikanth S Narayanan. 2014. Analysis of Emotional Effect on Speech-Body Gesture Interplay. In INTERSPEECH. 1934--1938.  Zhaojun Yang and Shrikanth S Narayanan. 2014. Analysis of Emotional Effect on Speech-Body Gesture Interplay. In INTERSPEECH. 1934--1938.","DOI":"10.21437\/Interspeech.2014-437"}],"event":{"name":"CHItaly '17: 12th Biannual Conference of the Italian SIGCHI Chapter","location":"Cagliari Italy","acronym":"CHItaly '17","sponsor":["SIGCHI Italy SIGCHI Italy","University of Cagliari University of Cagliari"]},"container-title":["Proceedings of the 12th Biannual Conference on Italian SIGCHI Chapter"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3125571.3125590","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3125571.3125590","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:30:06Z","timestamp":1750217406000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3125571.3125590"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9,18]]},"references-count":38,"alternative-id":["10.1145\/3125571.3125590","10.1145\/3125571"],"URL":"https:\/\/doi.org\/10.1145\/3125571.3125590","relation":{},"subject":[],"published":{"date-parts":[[2017,9,18]]},"assertion":[{"value":"2017-09-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}