{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T01:41:27Z","timestamp":1793065287005,"version":"4.5.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T00:00:00Z","timestamp":1558310400000},"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":[[2019,5,20]]},"DOI":"10.1145\/3329189.3329216","type":"proceedings-article","created":{"date-parts":[[2019,6,5]],"date-time":"2019-06-05T12:21:05Z","timestamp":1559737265000},"page":"262-271","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":26,"title":["Laughter Recognition Using Non-invasive Wearable Devices"],"prefix":"10.1145","author":[{"given":"Elena","family":"Di Lascio","sequence":"first","affiliation":[{"name":"Universit\u00e0 della Svizzera italiana (USI), Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shkurta","family":"Gashi","sequence":"additional","affiliation":[{"name":"Universit\u00e0 della Svizzera italiana (USI), Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Silvia","family":"Santini","sequence":"additional","affiliation":[{"name":"Universit\u00e0 della Svizzera italiana (USI), Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,5,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.1391244"},{"key":"e_1_3_2_1_2_1","volume-title":"Humor and Laughter May Influence Health: III. Laughter and Health Outcomes. Evidence-Based Complementary and Alternative Medicine 5, 1","author":"Bennett Mary Payne","year":"2008","unstructured":"Mary Payne Bennett and Cecile Lengacher . 2008. Humor and Laughter May Influence Health: III. Laughter and Health Outcomes. Evidence-Based Complementary and Alternative Medicine 5, 1 ( 2008 ). Mary Payne Bennett and Cecile Lengacher. 2008. Humor and Laughter May Influence Health: III. Laughter and Health Outcomes. Evidence-Based Complementary and Alternative Medicine 5, 1 (2008)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/sdi.12194"},{"key":"e_1_3_2_1_4_1","volume-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","author":"Bishop Christopher M","year":"2006","unstructured":"Christopher M Bishop . 2006. Pattern Recognition and Machine Learning (Information Science and Statistics) . Inc. Secaucus, NJ, USA ( 2006 ). Christopher M Bishop. 2006. Pattern Recognition and Machine Learning (Information Science and Statistics). Inc. Secaucus, NJ, USA (2006)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Wolfram Boucsein. 2012. Electrodermal Activity. Springer Science & Business Media.  Wolfram Boucsein. 2012. Electrodermal Activity. Springer Science & Business Media.","DOI":"10.1007\/978-1-4614-1126-0"},{"key":"e_1_3_2_1_6_1","volume-title":"Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine. Sensors 17, 10","author":"Cho Dongrae","year":"2017","unstructured":"Dongrae Cho , Jinsil Ham , Jooyoung Oh , Jeanho Park , Sayup Kim , Nak-Kyu Lee , and Boreom Lee . 2017. Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine. Sensors 17, 10 ( 2017 ). Dongrae Cho, Jinsil Ham, Jooyoung Oh, Jeanho Park, Sayup Kim, Nak-Kyu Lee, and Boreom Lee. 2017. Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine. Sensors 17, 10 (2017)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ROBIO.2013.6739661"},{"key":"e_1_3_2_1_8_1","volume-title":"Quantitative Laughter Detection, Measurement, and Classification -- A Critical Survey","author":"Cosentino Sarah","year":"2016","unstructured":"Sarah Cosentino , Salvatore Sessa , and Atsuo Takanishi . 2016. Quantitative Laughter Detection, Measurement, and Classification -- A Critical Survey . IEEE Reviews in Biomedical Engineering 9 ( 2016 ). Sarah Cosentino, Salvatore Sessa, and Atsuo Takanishi. 2016. Quantitative Laughter Detection, Measurement, and Classification -- A Critical Survey. IEEE Reviews in Biomedical Engineering 9 (2016)."},{"key":"e_1_3_2_1_9_1","unstructured":"Elena Di Lascio Shkurta Gashi and Silvia Santini. 2019. USI_Laughs. https:\/\/sys.inf.usi.ch\/archives\/group\/mcss\/research\/datasets\/USI_Laughs. (2019).  Elena Di Lascio Shkurta Gashi and Silvia Santini. 2019. USI_Laughs. https:\/\/sys.inf.usi.ch\/archives\/group\/mcss\/research\/datasets\/USI_Laughs. (2019)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993148.2993182"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993148.2998524"},{"key":"e_1_3_2_1_12_1","volume-title":"The Role of Positive Emotions in Positive Psychology: The Broaden-and-build Theory of Positive Emotions. American Psychologist 56, 3","author":"Fredrickson Barbara L","year":"2001","unstructured":"Barbara L Fredrickson . 2001. The Role of Positive Emotions in Positive Psychology: The Broaden-and-build Theory of Positive Emotions. American Psychologist 56, 3 ( 2001 ). Barbara L Fredrickson. 2001. The Role of Positive Emotions in Positive Psychology: The Broaden-and-build Theory of Positive Emotions. American Psychologist 56, 3 (2001)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.mobihealth.2014.257418"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2017.08.006"},{"key":"e_1_3_2_1_15_1","article-title":"cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing","volume":"63","author":"Greco Alberto","year":"2016","unstructured":"Alberto Greco , Gaetano Valenza , Antonio Lanata , Enzo Pasquale Scilingo , and Luca Citi . 2016 . cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing . IEEE Transactions on Biomedical Engineering 63 , 4 (2016). Alberto Greco, Gaetano Valenza, Antonio Lanata, Enzo Pasquale Scilingo, and Luca Citi. 2016. cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing. IEEE Transactions on Biomedical Engineering 63, 4 (2016).","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the International Speech Communication Association Conference (INTERSPEECH).","author":"Hagerer Gerhard","year":"2017","unstructured":"Gerhard Hagerer , Nicholas Cummins , Florian Eyben , and Bj\u00f6rn Schuller . 2017 . ' Did you laugh enough today?' -- Deep Neural Networks for Mobile and Wearable Laughter Trackers . In Proceedings of the International Speech Communication Association Conference (INTERSPEECH). Gerhard Hagerer, Nicholas Cummins, Florian Eyben, and Bj\u00f6rn Schuller. 2017. 'Did you laugh enough today?' -- Deep Neural Networks for Mobile and Wearable Laughter Trackers. In Proceedings of the International Speech Communication Association Conference (INTERSPEECH)."},{"key":"e_1_3_2_1_17_1","volume-title":"Measurement, Control Journal","author":"Handouzi Wahida","year":"2014","unstructured":"Wahida Handouzi , Choubeila Maaoui , Alain Pruski , and Abdelhak Moussaoui . 2014. Anxiety Recognition Using Relevant Features from BVP Signal: Application on Phobic Individuals. Modelling , Measurement, Control Journal , Modelling , Measurement, Control ( 2014 ). Wahida Handouzi, Choubeila Maaoui, Alain Pruski, and Abdelhak Moussaoui. 2014. Anxiety Recognition Using Relevant Features from BVP Signal: Application on Phobic Individuals. Modelling, Measurement, Control Journal, Modelling, Measurement, Control (2014)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2636065"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493513"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289074"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993148.2993159"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceeding of the European Conference on Speech Communication and Technology (EUROSPEECH).","author":"Kipp Michael","year":"2001","unstructured":"Michael Kipp . 2001 . Anvil -- A Generic Annotation Tool for Multimodal Dialogue . In Proceeding of the European Conference on Speech Communication and Technology (EUROSPEECH). Michael Kipp. 2001. Anvil -- A Generic Annotation Tool for Multimodal Dialogue. In Proceeding of the European Conference on Speech Communication and Technology (EUROSPEECH)."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2015.76"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3136625"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944243"},{"key":"e_1_3_2_1_26_1","volume-title":"Python: A Guide for Data Scientists","author":"M\u00fcller Andreas C","year":"2016","unstructured":"Andreas C M\u00fcller , Sarah Guido , 2016 . Introduction to Machine Learning with Python: A Guide for Data Scientists . O'Reilly Media . Andreas C M\u00fcller, Sarah Guido, et al. 2016. Introduction to Machine Learning with Python: A Guide for Data Scientists. O'Reilly Media."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2015.2480843"},{"key":"e_1_3_2_1_28_1","article-title":"Signal-quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring","volume":"19","author":"Orphanidou Christina","year":"2015","unstructured":"Christina Orphanidou , Timothy Bonnici , Peter Charlton , David Clifton , David Vallance , and Lionel Tarassenko . 2015 . Signal-quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring . IEEE Journal of Biomedical and Health Informatics 19 , 3 (2015). Christina Orphanidou, Timothy Bonnici, Peter Charlton, David Clifton, David Vallance, and Lionel Tarassenko. 2015. Signal-quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring. IEEE Journal of Biomedical and Health Informatics 19, 3 (2015).","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"e_1_3_2_1_29_1","volume-title":"Is There More to Blood","author":"Peper Erik","year":"2007","unstructured":"Erik Peper , Rick Harvey , I- Mei Lin , Hana Tylova , and Donald Moss . 2007. Is There More to Blood Volume Pulse than Heart Rate Variability, Respiratory Sinus Arrhythmia, and Cardiorespiratory Synchrony? Biofeedback 35 , 2 ( 2007 ). Erik Peper, Rick Harvey, I-Mei Lin, Hana Tylova, and Donald Moss. 2007. Is There More to Blood Volume Pulse than Heart Rate Variability, Respiratory Sinus Arrhythmia, and Cardiorespiratory Synchrony? Biofeedback 35, 2 (2007)."},{"key":"e_1_3_2_1_30_1","volume-title":"Blood","author":"Peper Erik","year":"2010","unstructured":"Erik Peper , Fred Shaffer , and I- Mei Lin . 2010. Garbage In; Garbage Out -- Identify Blood Volume Pulse (BVP) Artifacts Before Analyzing and Interpreting BVP , Blood Volume Pulse Amplitude, and Heart Rate\/Respiratory Sinus Arrhythmia Data. Biofeedback 38 , 1 ( 2010 ). Erik Peper, Fred Shaffer, and I-Mei Lin. 2010. Garbage In; Garbage Out -- Identify Blood Volume Pulse (BVP) Artifacts Before Analyzing and Interpreting BVP, Blood Volume Pulse Amplitude, and Heart Rate\/Respiratory Sinus Arrhythmia Data. Biofeedback 38, 1 (2010)."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ROMAN.2017.8172464"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2755040"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2012.08.014"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2010.2101586"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.003"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85853-9_13"},{"key":"e_1_3_2_1_37_1","volume-title":"Handbook of Emotions 1","author":"Ruch Willibald","year":"1993","unstructured":"Willibald Ruch . 1993. Exhilaration and Humor . Handbook of Emotions 1 ( 1993 ). Willibald Ruch. 1993. Exhilaration and Humor. Handbook of Emotions 1 (1993)."},{"key":"e_1_3_2_1_38_1","unstructured":"Willibald Ruch and Paul Ekman. 2001. The Expressive Pattern of Laughter. In Emotions Qualia and Consciousness. World Scientific.  Willibald Ruch and Paul Ekman. 2001. The Expressive Pattern of Laughter. In Emotions Qualia and Consciousness. World Scientific."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0054651"},{"key":"e_1_3_2_1_40_1","volume-title":"Detection of Hidden Laughter for Human-agent Interaction. Procedia Computer Science 35","author":"Tatsumi Shiho","year":"2014","unstructured":"Shiho Tatsumi , Yasser Mohammad , Yoshimasa Ohmoto , and Toyoaki Nishida . 2014. Detection of Hidden Laughter for Human-agent Interaction. Procedia Computer Science 35 ( 2014 ). Shiho Tatsumi, Yasser Mohammad, Yoshimasa Ohmoto, and Toyoaki Nishida. 2014. Detection of Hidden Laughter for Human-agent Interaction. Procedia Computer Science 35 (2014)."},{"key":"e_1_3_2_1_41_1","volume-title":"Automatic Discrimination Between Laughter and Speech. Speech Communication 49, 2","author":"Truong Khiet P","year":"2007","unstructured":"Khiet P Truong and David A Van Leeuwen . 2007. Automatic Discrimination Between Laughter and Speech. Speech Communication 49, 2 ( 2007 ). Khiet P Truong and David A Van Leeuwen. 2007. Automatic Discrimination Between Laughter and Speech. Speech Communication 49, 2 (2007)."},{"key":"e_1_3_2_1_42_1","volume-title":"Proceedings of the International Conference on Language Resources and Evaluation (LREC).","author":"Urbain J\u00e9r\u00f4me","year":"2010","unstructured":"J\u00e9r\u00f4me Urbain , Elisabetta Bevacqua , Thierry Dutoit , Alexis Moinet , Radoslaw Niewiadomski , Catherine Pelachaud , Benjamin Picart , Jo\u00eblle Tilmanne , and Johannes Wagner . 2010 . The AVLaughterCycle Database . In Proceedings of the International Conference on Language Resources and Evaluation (LREC). J\u00e9r\u00f4me Urbain, Elisabetta Bevacqua, Thierry Dutoit, Alexis Moinet, Radoslaw Niewiadomski, Catherine Pelachaud, Benjamin Picart, Jo\u00eblle Tilmanne, and Johannes Wagner. 2010. The AVLaughterCycle Database. In Proceedings of the International Conference on Language Resources and Evaluation (LREC)."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2014.2309435"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-03892-6_22"},{"key":"e_1_3_2_1_45_1","volume-title":"The Impact of Laughter Yoga on Subjective Well-being: A Pilot Study. European journal of humour research 1, 4","author":"Weinberg Melissa","year":"2014","unstructured":"Melissa Weinberg , Thomas Hammond , and Robert Cummins . 2014. The Impact of Laughter Yoga on Subjective Well-being: A Pilot Study. European journal of humour research 1, 4 ( 2014 ). Melissa Weinberg, Thomas Hammond, and Robert Cummins. 2014. The Impact of Laughter Yoga on Subjective Well-being: A Pilot Study. European journal of humour research 1, 4 (2014)."},{"key":"e_1_3_2_1_46_1","volume-title":"Mar\u00eda T L\u00f3pez, and Antonio Fern\u00e1ndez-Caballero.","author":"Zangr\u00f3niz Roberto","year":"2017","unstructured":"Roberto Zangr\u00f3niz , Arturo Mart\u00ednez-Rodrigo , Jos\u00e9 Manuel Pastor , Mar\u00eda T L\u00f3pez, and Antonio Fern\u00e1ndez-Caballero. 2017 . Electrodermal Activity Sensor for Classification of Calm\/Distress Condition. Sensors 17, 10 (2017). Roberto Zangr\u00f3niz, Arturo Mart\u00ednez-Rodrigo, Jos\u00e9 Manuel Pastor, Mar\u00eda T L\u00f3pez, and Antonio Fern\u00e1ndez-Caballero. 2017. Electrodermal Activity Sensor for Classification of Calm\/Distress Condition. Sensors 17, 10 (2017)."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3214290"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123021.3123054"}],"event":{"name":"PervasiveHealth'19: The 13th International Conference on Pervasive Computing Technologies for Healthcare","location":"Trento Italy","acronym":"PervasiveHealth'19","sponsor":["EAI The European Alliance for Innovation"]},"container-title":["Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3329189.3329216","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3329189.3329216","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:54:17Z","timestamp":1750204457000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3329189.3329216"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,20]]},"references-count":48,"alternative-id":["10.1145\/3329189.3329216","10.1145\/3329189"],"URL":"https:\/\/doi.org\/10.1145\/3329189.3329216","relation":{},"subject":[],"published":{"date-parts":[[2019,5,20]]},"assertion":[{"value":"2019-05-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}