{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T11:55:45Z","timestamp":1772452545542,"version":"3.50.1"},"reference-count":43,"publisher":"SAGE Publications","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["WEB"],"published-print":{"date-parts":[[2019,2,22]]},"DOI":"10.3233\/web-190397","type":"journal-article","created":{"date-parts":[[2019,2,22]],"date-time":"2019-02-22T12:25:18Z","timestamp":1550838318000},"page":"17-27","source":"Crossref","is-referenced-by-count":31,"title":["Automating facial emotion recognition"],"prefix":"10.1177","volume":"17","author":[{"given":"Osvaldo","family":"Gervasi","sequence":"first","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Perugia, Via Vanvitelli, 1\u00a0\u2013 06123 Perugia, Italy. E-mails:\u00a0osvaldo.gervasi@unipg.it,\u00a0sergio.tasso@unipg.it"}]},{"given":"Valentina","family":"Franzoni","sequence":"additional","affiliation":[{"name":"Department of Computer, Control, and Management Engineering, Sapienza University of Rome, Via Ariosto, 20, Rome, Italy. E-mail:\u00a0valentina.franzoni@dmi.unipg.it"}]},{"given":"Matteo","family":"Riganelli","sequence":"additional","affiliation":[{"name":"Voc. Listricciano, 217, 06055 Papiano (PG), Italy. E-mail:\u00a0matteoriganelli@gmail.com"}]},{"given":"Sergio","family":"Tasso","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Perugia, Via Vanvitelli, 1\u00a0\u2013 06123 Perugia, Italy. E-mails:\u00a0osvaldo.gervasi@unipg.it,\u00a0sergio.tasso@unipg.it"}]}],"member":"179","reference":[{"issue":"22","key":"10.3233\/WEB-190397_ref1","doi-asserted-by":"publisher","first-page":"6895","DOI":"10.1007\/s00500-016-2439-9","article-title":"Multistage feature selection approach for high-dimensional cancer data","volume":"21","author":"Alkuhlani","year":"2017","journal-title":"Soft Computing"},{"issue":"2","key":"10.3233\/WEB-190397_ref2","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1109\/MSMC.2017.2664478","article-title":"Cybernetics of the mind, learning individual\u2019s perceptions autonomously","volume":"3","author":"Angelov","year":"2017","journal-title":"IEEE Systems, Man, and Cybernetics Magazine"},{"issue":"1","key":"10.3233\/WEB-190397_ref3","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/s10489-015-0695-5","article-title":"Speaky for robots: The development of vocal interfaces for robotic applications","volume":"44","author":"Bastianelli","year":"2016","journal-title":"Applied Intelligence"},{"key":"10.3233\/WEB-190397_ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2996890.3007883"},{"key":"10.3233\/WEB-190397_ref7","first-page":"34","article-title":"Eliciting emotions in design of games\u00a0\u2013 a theory driven approach","volume":"1680","author":"Canossa","year":"2016","journal-title":"CEUR Workshop Proceedings"},{"key":"10.3233\/WEB-190397_ref8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0022207"},{"key":"10.3233\/WEB-190397_ref9","unstructured":"M.\u00a0Cieliebak, O.\u00a0D\u00fcrr and F.\u00a0Uzdilli, Potential and limitations of commercial sentiment detection tools, in: CEUR Workshop Proceedings, Vol.\u00a01096, 2013, pp.\u00a047\u201358."},{"issue":"1","key":"10.3233\/WEB-190397_ref10","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1006\/cviu.1995.1004","article-title":"Active shape models-their training and application","volume":"61","author":"Cootes","year":"1995","journal-title":"Computer Vision and Image Understanding"},{"key":"10.3233\/WEB-190397_ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BIGCOMP.2017.7881756"},{"issue":"5","key":"10.3233\/WEB-190397_ref12","doi-asserted-by":"publisher","first-page":"706","DOI":"10.1109\/TCSVT.2004.826754","article-title":"Accurate and quasi-automatic lip tracking","volume":"14","author":"Eveno","year":"2004","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"10.3233\/WEB-190397_ref13","doi-asserted-by":"publisher","first-page":"143","DOI":"10.4018\/978-1-5225-5510-0.ch007","article-title":"Autonomous hexapod robot with artificial vision and remote control by myo-electric gestures","author":"Franzoni","year":"2018","journal-title":"Cyber-Physical Systems for Next-Generation Networks"},{"key":"10.3233\/WEB-190397_ref14","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001417590248"},{"key":"10.3233\/WEB-190397_ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10649-1_2"},{"key":"10.3233\/WEB-190397_ref16","unstructured":"V.\u00a0Franzoni, A.\u00a0Milani, S.\u00a0Pallottelli, C.H.C.\u00a0Leung and Y.\u00a0Li, Context-based image semantic similarity, in: 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, Art. No. 7382127, 2015, pp.\u00a01280\u20131284."},{"key":"10.3233\/WEB-190397_ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3106426.3109421"},{"key":"10.3233\/WEB-190397_ref18","doi-asserted-by":"publisher","DOI":"10.13140\/RG.2.1.3194.7689"},{"key":"10.3233\/WEB-190397_ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-42108-7_34"},{"issue":"2","key":"10.3233\/WEB-190397_ref20","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/s10055-009-0149-7","article-title":"Nu!RehaVR: Virtual reality in neuro tele-rehabilitation of patients with traumatic brain injury and stroke","volume":"14","author":"Gervasi","year":"2010","journal-title":"Virtual Reality"},{"key":"10.3233\/WEB-190397_ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSA.2010.44"},{"issue":"7","key":"10.3233\/WEB-190397_ref22","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1007\/s00779-010-0294-8","article-title":"Interactive visual supports for children with autism","volume":"14","author":"Hayes","year":"2010","journal-title":"Personal and Ubiquitous Computing"},{"key":"10.3233\/WEB-190397_ref24","unstructured":"A.\u00a0Krizhevsky, I.\u00a0Sutskever and G.\u00a0Hinton, Imagenet classification with deep convolutional neural networks, in: 25th International Conference on Advance in Neural Information Processing System, 2012, pp.\u00a01106\u20131114."},{"key":"10.3233\/WEB-190397_ref25","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"LeCun","year":"2015","journal-title":"Nature"},{"key":"10.3233\/WEB-190397_ref26","first-page":"707","article-title":"Binary codes capable of correcting deletions, insertions and reversals","volume":"10","author":"Levenshtein","year":"1966","journal-title":"Cibernetics and Control Theory, Soviet Physics Doklady"},{"issue":"5","key":"10.3233\/WEB-190397_ref27","first-page":"43","article-title":"Lip contour detection techniques based on front view of face","volume":"2","author":"Lewis","year":"2011","journal-title":"Journal of Global Research in Computer Science"},{"key":"10.3233\/WEB-190397_ref28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4236\/jmp.2014.51001","article-title":"Lip tracking towards an automatic lip reading approach","volume":"5","author":"Lombardi","year":"2014","journal-title":"JMPT"},{"key":"10.3233\/WEB-190397_ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-015-1014-7"},{"issue":"1","key":"10.3233\/WEB-190397_ref30","first-page":"49","article-title":"On the generalised distance in statistics,in","volume":"2","author":"Mahalanobis","year":"1936","journal-title":"Proceedings of the National Institute of Sciences of India"},{"key":"10.3233\/WEB-190397_ref31","doi-asserted-by":"publisher","first-page":"718","DOI":"10.1016\/j.future.2017.02.047","article-title":"Strategies and systems towards grids and clouds integration: A DBMS-based solution","volume":"88","author":"Mariotti","year":"2018","journal-title":"Future Generation Computer Systems"},{"key":"10.3233\/WEB-190397_ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33460-3_30"},{"key":"10.3233\/WEB-190397_ref33","doi-asserted-by":"crossref","unstructured":"A.\u00a0Pantelopoulos and N.G.\u00a0Bourbakis, A survey on wearable sensor-based systems for health monitoring and prognosis, IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews 40(1) (2010), 5306098.","DOI":"10.1109\/TSMCC.2009.2032660"},{"issue":"3","key":"10.3233\/WEB-190397_ref34","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/MSP.2014.2347059","article-title":"Domain adaptation: A survey of recent advances","volume":"32","author":"Patel","year":"2015","journal-title":"IEEE Signal Processing Magazine"},{"key":"10.3233\/WEB-190397_ref35","doi-asserted-by":"crossref","unstructured":"K.-C.\u00a0Peng, T.\u00a0Chen, A.\u00a0Sadovnik and A.\u00a0Gallagher, A mixed bag of emotions: Model, predict, and transfer emotion distributions, in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern, 2015, pp.\u00a0860\u2013868.","DOI":"10.1109\/CVPR.2015.7298687"},{"key":"10.3233\/WEB-190397_ref36","unstructured":"I.\u00a0Phelan, M.\u00a0Arden, C.\u00a0Garcia and C.\u00a0Roast, Exploring virtual reality and prosthetic training, in: 2015 IEEE Virtual Reality Conference, VR 2015\u00a0\u2013 Proceedings, Art. No. 7223441, 2015, pp.\u00a0353\u2013354."},{"issue":"1\u20132","key":"10.3233\/WEB-190397_ref37","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/S1071-5819(03)00052-1","article-title":"Affective computing: Challenges","volume":"59","author":"Picard","year":"2003","journal-title":"International Journal of Human Computer Studies"},{"issue":"10","key":"10.3233\/WEB-190397_ref38","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1109\/34.954607","article-title":"Toward machine emotional intelligence: Analysis of affective physiological state","volume":"23","author":"Picard","year":"2001","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.3233\/WEB-190397_ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-62398-6_49"},{"key":"10.3233\/WEB-190397_ref40","doi-asserted-by":"crossref","unstructured":"U.\u00a0Saeed and J.-L.\u00a0Dugelay, Combining edge detection and region segmentation for lip contour extraction, in: AMDO, 2010, 6th Conference on Articulated Motion and Deformable Objects, Andratx, Mallorca, Spain, July 7\u20139, 2010, Also published in LNCS, Volume 6169, pp.11\u201320, 2010.","DOI":"10.1007\/978-3-642-14061-7_2"},{"key":"10.3233\/WEB-190397_ref41","unstructured":"H.\u00a0Saif, M.\u00a0Fernandez, Y.\u00a0He and H.\u00a0Alani, Evaluation datasets for Twitter sentiment analysis a survey and a new dataset, the STS-Gold, in: CEUR Workshop Proceedings, Vol.\u00a01096, 2013, pp.\u00a09\u201321."},{"key":"10.3233\/WEB-190397_ref42","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0016021"},{"issue":"2","key":"10.3233\/WEB-190397_ref43","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1142\/S0218213097000116","article-title":"A model-based gaze tracking system","volume":"6","author":"Stiefelhagen","year":"1997","journal-title":"International Journal of Artificial Intelligence Tools"},{"key":"10.3233\/WEB-190397_ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-09144-0_42"},{"key":"10.3233\/WEB-190397_ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31128-4_34"},{"issue":"3","key":"10.3233\/WEB-190397_ref46","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1017\/ice.2014.53","article-title":"Combining high-resolution contact data with virological data to investigate influenza transmission in a Tertiary care hospital","volume":"36","author":"Voirin","year":"2015","journal-title":"Infection Control and Hospital Epidemiology"}],"container-title":["Web Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/WEB-190397","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T10:59:26Z","timestamp":1772449166000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/WEB-190397"}},"subtitle":[],"editor":[{"given":"Valentina","family":"Franzoni","sequence":"additional","affiliation":[]},{"given":"Alfredo","family":"Milani","sequence":"additional","affiliation":[]},{"given":"Daniele","family":"Nardi","sequence":"additional","affiliation":[]},{"given":"Jordi","family":"Vallverd\u00fa","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2019,2,22]]},"references-count":43,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.3233\/web-190397","relation":{},"ISSN":["2405-6464","2405-6456"],"issn-type":[{"value":"2405-6464","type":"electronic"},{"value":"2405-6456","type":"print"}],"subject":[],"published":{"date-parts":[[2019,2,22]]}}}