{"id":1809,"date":"2013-06-20T18:00:01","date_gmt":"2013-06-20T17:00:01","guid":{"rendered":"http:\/\/web.ist.utl.pt\/rmch\/?page_id=1809"},"modified":"2013-11-04T17:57:09","modified_gmt":"2013-11-04T17:57:09","slug":"eda","status":"publish","type":"page","link":"http:\/\/web.ist.utl.pt\/rmch\/research\/software\/eda","title":{"rendered":"eda"},"content":{"rendered":"<p><\/br><\/p>\n<h3><font color=#585858>FineALLY: Accessing Emotion Patterns from Affective Interactions using Electrodermal Activity<\/font><\/h3>\n<p>\n<\/br><br \/>\n<strong>Software:<\/strong><br \/>\n<br \/>\n<em>Emotion recognition<\/em> combines the traditional feature-based classification with the results provided from sequence learners (hidden Markov models) and is centered on two expressive representations: <\/p>\n<ul>\n<li>SAX to normalize individual differences while still preserving overall response pattern<\/li>\n<li>local angles to enhance the local sub-peaks of a physiological signal response<\/li>\n<\/ul>\n<p><em>Emotion characterization<\/em> is accomplished using both feature-based descriptors and the transition lattices generated by sequence learners.<br \/>\n<br \/>\n<\/br><\/p>\n<p><strong>Publications:<\/strong><\/p>\n<div style=\"width: 710px\" class=\"wp-caption alignnone\"><\/p>\n<table>\n<tr>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\n<table>\n<tr>\n<td><a href=\"xxx.pdf\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/pdf.gif\" alt=\"pdf\" \/><\/a><\/td>\n<td><a href=\"xxx\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/bibtex.gif\" alt=\"bibtex\" \/><\/a><\/td>\n<td><a href=\"xxx\"><\/a><\/td>\n<\/tr>\n<\/table>\n<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\nRui Henriques and Ana Paiva, 2014, <a href=\"xxx.pdf\">Seven principles to mine flexible behavior from physiological signals for effective emotion recognition and description in affective interactions<\/a>, In IC Physiological Computing Systems (PhyCS&#8217;14), Lisbon, Portugal<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<\/tr>\n<\/table>\n<p><p class=\"wp-caption-text\"> <\/p><\/div>\n<div style=\"width: 710px\" class=\"wp-caption alignnone\"><\/p>\n<table>\n<tr>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\n<table>\n<tr>\n<td><a href=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/publications\/On%20the%20need%20of%20new%20methods%20to%20mine%20electrodermal%20activity%20in%20emotion-centered%20studies%20(Rui%20Henriques,%20Ana%20Paiva,%20Claudia%20Antunes).pdf\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/pdf.gif\" alt=\"pdf\" \/><\/a><\/td>\n<td><a href=\"http:\/\/link.springer.com\/chapter\/10.1007%2F978-3-642-36288-0_18\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/bibtex.gif\" alt=\"bibtex\" \/><\/a><\/td>\n<td><a href=\"xxx\"><\/a><\/td>\n<\/tr>\n<\/table>\n<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\nRui Henriques, Ana Paiva and Cl\u00e1udia Antunes, 2012, <a href=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/publications\/On%20the%20need%20of%20new%20methods%20to%20mine%20electrodermal%20activity%20in%20emotion-centered%20studies%20(Rui%20Henriques,%20Ana%20Paiva,%20Claudia%20Antunes).pdf\">On the Need of New Methods to Mine Electrodermal Activity in Emotion-centered Studies<\/a>, DEI IST, In AAMAS&#8217;12, 8th IW on Agents and Data Mining Interaction, Springer-Verlag LNAI series, Val\u00eancia, Spain\n<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<\/tr>\n<\/table>\n<p><p class=\"wp-caption-text\"> <\/p><\/div>\n<div style=\"width: 710px\" class=\"wp-caption alignnone\">\n<table>\n<tr>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\n<table>\n<tr>\n<td><a href=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/publications\/AccessingEmotionPatternsFromAffectiveInteractions(Rui%20Henriques,%20Ana%20Paiva,%20Claudia%20Antunes).pdf\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/pdf.gif\" alt=\"pdf\" \/><\/a><\/td>\n<td><a href=\"xxx\"><img decoding=\"async\" src=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/icons\/bibtex.gif\" alt=\"bibtex\" \/><\/a><\/td>\n<td><a href=\"xxx\"><\/a><\/td>\n<\/tr>\n<\/table>\n<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<td align=\"left\">\nRui Henriques, Ana Paiva and Cl\u00e1udia Antunes, 2013, <a href=\"http:\/\/web.ist.utl.pt\/~rmch\/upload\/publications\/AccessingEmotionPatternsFromAffectiveInteractions(Rui%20Henriques,%20Ana%20Paiva,%20Claudia%20Antunes).pdf\">Accessing Emotion Patterns from Affective Interactions using Electrodermal Activity<\/a>, DEI IST, In Affective Computing and Intelligent Interaction (ACII&#8217;13), IEEE Computer Society, Geneva, Switzerland\n<\/td>\n<td>&nbsp;&nbsp;<\/td>\n<\/tr>\n<\/table>\n<p><p class=\"wp-caption-text\"> <\/p><\/div><br \/>\n<br \/><\/br><\/p>\n<p><strong>Material:<\/strong><\/p>\n<ul>\n<li><a href=\"mailto:rui.mch@gmail.com?subject=FineAlly Software Request &#038;body=--- brief description of the request purpose ---\">FineAlly Software v2.2 (Java)<\/a><\/li>\n<li><a href=\"mailto:rui.mch@gmail.com?subject=FineAlly Scripts Request &#038;body=--- brief description of the request purpose ---\">Adopted scripts for human-to-human and human-to-robot interaction<\/a><\/li>\n<li><a href=\"mailto:rui.mch@gmail.com?subject=FineAlly Results Request &#038;body=--- brief description of the request purpose ---\">Results Sheets (p-values and removed analysis from papers)<\/a><\/li>\n<li><a href=\"mailto:rui.mch@gmail.com?subject=FinaAlly Data Request &#038;body=--- brief description of the request purpose ---\">Data: electrodermal raw signals and audio-video recordings<\/a><\/li>\n<li><a href=\"mailto:rui.mch@gmail.com?subject=FinaAlly MBTI Request &#038;body=--- brief description of the request purpose ---\">MBTI tests and results<\/a><\/li>\n<\/ul>\n<p>\n<\/br><\/p>\n<p><strong>Script Excerpts:<\/strong><\/p>\n<p>Script adopted to implement NAO&#8217;s behavior (wizard-of-OZ).<br \/>\nExcerpts of the original script (in Portuguese language)  disclosing the main paths of interaction and parts related with the selected stimuli.<\/p>\n<p><font size=1>(X) Ol\u00e1! [entusiasta] O meu nome \u00e9 NAO, e serei o agente respons\u00e1vel por te guiar durante esta pequena sess\u00e3o. [receptivo &#8211; bra\u00e7os abertos]<br \/>\nDurante os pr\u00f3ximos dez minutos, falaremos um pouco e irei colocar-te algumas quest\u00f5es [pausa].<br \/>\nO objectivo ser\u00e1 caracterizar o teu perfil psicol\u00f3gico com base na resposta a estas perguntas! Fica \u00e0 vontade. [pausa]<br \/>\nEst\u00e1s preparado para come\u00e7armos?<br \/>\nEMPATIA<br \/>\n(Y) Agora, com base na folha que tens \u00e0 tua frente pe\u00e7o que selecciones os teus 5 hobbies mais valorizados, e que os digas alto para eu guardar esta informa\u00e7\u00e3o.<br \/>\n(G) Hmmmm&#8230; curioso!<br \/>\n(H) Ahah! Como eu!<br \/>\n(I) Hmmm&#8230; pr\u00f3ximo!<br \/>\n(J) Obrigado!<br \/>\n(Z) A processar&#8230; Oh! 4 das 5 prefer\u00eancias s\u00e3o tamb\u00e9m minhas. Como me identifico com o teu perfil. [Abrir bra\u00e7os]<br \/>\nHmm&#8230; [pensativo] Obrigado, por teres aceite este convite. [M\u00e3o no cora\u00e7\u00e3o]<br \/>\nTenho a certeza que vais gostar desta sess\u00e3o&#8230; Oh&#8230; [pausa] Oxal\u00e1 possas trabalhar mais vezes comigo no futuro&#8230;<br \/>\nPACIENCIA->EXPECTATIVA<br \/>\n(N) Obrigado pela tua colabora\u00e7\u00e3o! Estou a processar o teu perfil com base nos question\u00e1rio que te foi pedido preencher e nas respostas \u00e0s minhas quest\u00f5es.<br \/>\nA processar&#8230; A processar&#8230; Aguardo a tua compreens\u00e3o. A processar&#8230;<br \/>\nA processar&#8230; [muito tempo]<br \/>\nO teu perfil \u00e9 &#8216;Pensador benevolente&#8217;. Tens a virtude de pensar, tomar decis\u00f5es por ti pr\u00f3prio. Mas, ao mesmo tempo, tens facilidade de ligar o pensar e o sentir, de dar e receber.<br \/>\nA ordena\u00e7\u00e3o entre os utilizadores com este perfil \u00e9&#8230; PRIMEIRA.<br \/>\nSURPRESA POSITIVA<br \/>\nGanhaste uma Nintendo Wii e um cheque para levantares 2 jogos ao teu crit\u00e9rio. [tom neutro; pausa; luz nos olhos, bra\u00e7os para cima] Parab\u00e9ns! [tudo a piscar e m\u00fasica &#8216;dancing queen&#8217; a tocar!]<br \/>\nSTRESS<br \/>\n(O) O pr\u00f3ximo desafio consistir\u00e1 em advinhares qual o seguinte elemento da sequ\u00eancia.<br \/>\nAnota no papel que tens \u00e0 tua frente os n\u00fameros iniciais da sequ\u00eancia, e quando tiveres a resposta diz audivelmente o n\u00famero obtido.<br \/>\n1 7 2 15 3 8 9 [pausa]<br \/>\nLembra-te que para que possas obter o teu bilhete de cinema e a Wii ter\u00e1s que responder correctamente a este desafio em 30 segundos. Boa sorte!<br \/>\nFRUSTACAO<br \/>\n(K) Errado. Resposta n\u00e3o v\u00e1lida.<br \/>\n(L) Errado. Resposta n\u00e3o inserida em tempo v\u00e1lido.<br \/>\n(P) Infelizmente as recompensas foram canceladas. De acordo com o regulamento disponibilizado pelo grupo, a Nintendo Wii e o bilhete-cinema n\u00e3o poder\u00e3o ser atribu\u00eddos.<br \/>\nObrigado pela colabora\u00e7\u00e3o nesta sess\u00e3o. [neutro, fica sem comportamento]<br \/>\n(Q) Infelizmente as recompensas foram canceladas. Obrigado. [neutro]<br \/>\n<\/font><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FineALLY: Accessing Emotion Patterns from Affective Interactions using Electrodermal Activity Software: Emotion recognition combines the traditional feature-based classification with the results provided from sequence learners (hidden Markov models) and is centered on two expressive representations: SAX to normalize individual differences while still preserving overall response pattern local angles to enhance the local sub-peaks of a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1753,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1809","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/1809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/comments?post=1809"}],"version-history":[{"count":37,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/1809\/revisions"}],"predecessor-version":[{"id":1832,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/1809\/revisions\/1832"}],"up":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/1753"}],"wp:attachment":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/media?parent=1809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}