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Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                  Quantifying Emotion by analyzing Eye properties!




                                                            WHAT	
  IS	
  THE	
  EMOTION	
  MEASUREMENT	
  IN
                                                            IMOTIONS	
  EMOTION	
  TECHNOLOGY	
  BASED	
  ON



                                                            The	
  Emo8on	
  Measurement	
  in	
  iMo8ons’	
  technology	
  
                                                                                                                               ?
                                                            is	
  based	
  on	
  the	
  INTERPRETATION	
  OF	
  EYE	
  REACTIONS	
  
                                                            collected	
  via	
  a	
  camera	
  and	
  analyzed	
  in	
  a	
  specially	
  
                                                            designed	
  soLware.
                                                            PUPIL	
  DYNAMICS,	
  BLINK	
  CHARACTERISTICS	
  AND	
  
                                                            GAZE	
  BEHAVIOR	
  are	
  among	
  the	
  Eye	
  Reac8ons	
  
                                                            interpreted	
  by	
  the	
  iMo8ons	
  Emo8on	
  Measurement	
  
                                                            System	
  in	
  order	
  to	
  assess	
  and	
  calculate	
  an	
  index	
  of	
  
                                                            the	
  IMMEDIATE	
  EMOTIONAL	
  RESPONSE.
Jakob de Lemos
Inventor of the emotion measurement system
CTO & Co-Founder of iMotions
?
     Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                          Quantifying Emotion by analyzing Eye properties!


    “Look	
  into	
  a	
  person’s	
  pupils,	
  he	
  cannot	
  hide	
  himself.”   WHY	
  MEASURE	
  PUPIL	
  DYNAMICS
    (Confucius,	
  551-­‐478	
  B.C.)
                                                                                     It	
  is	
  found	
  that	
  the	
  PUPIL	
  dilates	
  and	
  subtracts	
  not	
  
                                                                                     only	
  from	
  light,	
  but	
  also	
  as	
  a	
  consequence	
  of	
  
                                                                                     emo8ons	
  (Hess,	
  1972).
                                                                                     Pupil	
  dila8on	
  has	
  been	
  coupled	
  with	
  ac8va8on	
  of	
  
                                                                                     the	
  sympathe8c	
  nervous	
  system	
  (Granholm	
  &	
  
                                                                                     Steinhauer,	
  2004;	
  Steinhauer	
  et	
  al.,	
  1983).	
  However,	
  
                                                                                     the	
  rela8onship	
  is	
  complex	
  because	
  pupil	
  size	
  is	
  also	
  
                                                                                     related	
  to	
  cogni8ve	
  processing	
  load	
  (Beaey	
  &	
  
                                                                                     Lucero-­‐Wagoner,	
  2000;	
  Staners	
  et	
  al.,	
  1979)	
  and	
  the	
  
                                                                                     amount	
  of	
  light	
  or	
  hue	
  in	
  visual	
  s8muli	
  (Granholm	
  &	
  
                                                                                     Steinhauer;	
  2004).
                                                                                     The	
  iMo8ons	
  system	
  iden8fies	
  several	
  emo8onal	
  
                                                                                     fingerprints	
  from	
  the	
  pupil	
  based	
  on	
  prior	
  and	
  
                                                                                     proprietary	
  knowledge.	
  	
  The	
  iMo8ons	
  system	
  
                                                                                     compensates	
  for	
  reac8ons	
  caused	
  by	
  the	
  light	
  reflex	
  
                                                                                     and	
  because	
  the	
  system	
  determines	
  the	
  emo8onal	
  
                                                                                     reac8on	
  pre-­‐cogni8ve	
  the	
  impact	
  from	
  the	
  cogni8ve	
  
Jakob de Lemos
Inventor of the emotion measurement system                                           processing	
  can	
  be	
  iden8fied	
  and	
  controlled.
CTO & Co-Founder of iMotions
?
     Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                          Quantifying Emotion by analyzing Eye properties!

    Percep8on	
  and	
  the	
  eye	
  have	
  been	
  
                                                                  WHY	
  MEASURE	
  BLINK	
  CHARACTERISTICS
    extensively	
  studied	
  the	
  last	
  100	
  
    years!	
  
                                                                  BLINK	
  is	
  also	
  related	
  to	
  emo8onal	
  as	
  well	
  as
                                                                  cogni8ve	
  reac8ons,	
  for	
  example	
  with	
  defensive	
  
                                                                  reac8ons	
  like	
  emo8on-­‐modulated	
  eye	
  blink	
  startle,	
  
                                                                  emo8onal	
  arousal	
  and	
  pleasure	
  (Bradley,	
  et	
  al.,	
  1999,	
  
                                                                  Dichter	
  et	
  al.,	
  2002,	
  Ruiz-­‐Padial	
  &	
  Sollers,	
  2003).
                                                                  The	
  iMo8ons	
  system	
  iden8fies	
  several	
  emo8onal	
  
                                                                  fingerprints	
  from	
  the	
  characteris8cs	
  based	
  on	
  prior	
  
                                                                  and	
  proprietary	
  knowledge.	
  	
  Because	
  blinks	
  are	
  also	
  
                                                                  protec8on	
  mechanisms	
  to	
  keep	
  the	
  eyeball	
  protected	
  
                                                                  the	
  iMo8ons	
  system	
  compensates	
  for	
  blink-­‐like	
  
                                                                  reac8ons	
  caused	
  by	
  the	
  cleaning/protec8ve	
  blink	
  
                                                                  reflex	
  and	
  because	
  the	
  system	
  determines	
  the	
  
                                                                  emo8onal	
  reac8on	
  pre-­‐cogni8ve	
  the	
  impact	
  from	
  the	
  
                                                                  cogni8ve	
  processing	
  can	
  be	
  iden8fied	
  and	
  controlled.



Jakob de Lemos
Inventor of the emotion measurement system
CTO & Co-Founder of iMotions
?
     Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                              Quantifying Emotion by analyzing Eye properties!

                                                                      WHY	
  MEASURE	
  GAZE	
  BEHAVIOR
    “The	
  Eye	
  is	
  the	
  Mirror	
  of	
  the	
  soul.”
    (Proverb)
                                                                      GAZE	
  paeerns	
  are	
  linked	
  to	
  emo8onal	
  as	
  well	
  as	
  
                                                                      cogni8ve	
  reac8ons	
  (Calvo	
  &	
  Lang,	
  2004).	
  
                                                                      The	
  iMo8ons	
  system	
  iden8fies	
  several,	
  pre-­‐
                                                                      aeen8on	
  and	
  cogni8ve	
  characteris8cs	
  within	
  the	
  
                                                                      gaze	
  paeerns	
  based	
  on	
  prior	
  and	
  proprietary	
  
                                                                      knowledge.	
  	
  Because	
  the	
  gaze	
  paeerns	
  aeen8on	
  
                                                                      wise	
  are	
  influenced	
  by	
  the	
  complexity	
  of	
  the	
  objet
                                                                      (s)	
  observed,	
  the	
  iMo8ons	
  system	
  compensates	
  for	
  
                                                                      this	
  effect	
  when	
  iden8fying	
  the	
  emo8onal	
  
                                                                      components.




Jakob de Lemos
Inventor of the emotion measurement system
CTO & Co-Founder of iMotions
Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                  Quantifying Emotion by analyzing Eye properties!




                                                               SUMMARY



                                                                OUTSIDE	
  THE	
  HEAD
                                                               •MEASURING	
  THE	
  EMOTIONS	
  THROUGH	
  
                                                                CHANGES	
  IN	
  EYE	
  PROPERTIESPUPIL	
  
                                                                DYNAMICS,	
  BLINK	
  CHARACTERISTICS	
  AND	
  
                                                                                                                      !
                                                               •EYES	
  -­‐	
  “PART”	
  OF	
  THE	
  BRAIN	
  HANGING	
  




                                                                GAZE	
  BEHAVIOR
                                                               •QUANTIFIES	
  EMOTIONAL	
  AROUSAL
Jakob de Lemos
Inventor of the emotion measurement system
CTO & Co-Founder of iMotions
Theore8cal	
  background	
  and	
  research	
  for	
  iMo8ons	
  -­‐	
  Emo8on	
  Technology
                                                                 Quantifying Emotion by analyzing Eye properties!

  SOME	
  REFERENCES

  •Beaey,	
  J.	
  &	
  Lucero-­‐Wagoner,	
  B.	
  (2000):	
  The	
  pupillary	
  system,	
  in	
  Caccioppo,	
  J.,	
  Tassinary,	
  L.G.	
  &	
  Berntson,	
  G.	
  (Eds.):	
  The	
  Handbook	
  of	
  Psychophysiology,	
  Cambridge	
  
  University	
  Press,	
  Hillsdale,	
  New	
  York.
  •Bradley,	
  M.	
  M.,	
  Cuthbert,	
  B.	
  N.	
  &	
  Lang,	
  P.	
  J.	
  (1999):	
  Affect	
  and	
  the	
  startle	
  reflex,	
  in	
  Dawson,	
  M.E.,	
  Schell,	
  A.	
  &	
  Boehmelt,	
  A.	
  (Eds.):	
  Startle	
  modifica8on:	
  Implica8ons	
  
  for	
  neuroscience,	
  cogni8ve	
  science	
  and	
  clinical	
  science,	
  Stanford	
  University	
  Press,	
  Stanford,	
  242–276.
  •Calvo,	
  M.	
  G.,	
  &	
  Lang,	
  P.	
  J.	
  (2004).	
  Gaze	
  paeerns	
  when	
  looking	
  at	
  emo8onal	
  pictures:	
  Mo8va8onally	
  biased	
  aeen8on.	
  Mo8va8on	
  and	
  Emo8on,	
  28,	
  221–243.
  •Dichter,	
  G.S.,	
  Tomarken,	
  A.J.	
  &	
  Baucom,	
  B.R.	
  (2002):	
  Startle	
  modula8on	
  before,	
  during	
  and	
  aLer	
  exposure	
  to	
  emo8onal	
  s8muli,	
  Interna8onal	
  Journal	
  of	
  
  Psychophysiology,	
  43,	
  191-­‐196
  •Damasio,	
  A.R.	
  (1994):	
  Descartes	
  Error	
  -­‐	
  Emo8on,	
  Reason,	
  and	
  the	
  Human	
  Brain,	
  G.P.	
  Putnam’s	
  Sons,	
  New	
  York.
  •Granholm,	
  E.	
  &	
  Steinhauer,	
  S.R.	
  (2004):	
  Pupillometric	
  Measures	
  of	
  Cogni8ve	
  and	
  Emo8onal	
  Processes,	
  Interna8onal	
  Journal	
  of	
  Psychophysiology,	
  52,	
  1–6
  •Hugdahl,	
  K.	
  (2001):	
  Psychophysiology:	
  The	
  Mind-­‐body	
  Perspec8ve,	
  Harvard	
  University	
  Press
  •Lang,	
  P.J.,	
  Bradley,	
  M.M.,	
  &	
  Cuthbert,	
  B.N.	
  (2005):	
  Interna8onal	
  affec8ve	
  picture	
  system	
  (IAPS):	
  Affec8ve	
  ra8ngs	
  of	
  pictures	
  and	
  instruc8on	
  manual,	
  Technical	
  Report	
  
  A-­‐6,	
  University	
  of	
  Florida,	
  Gainesville,	
  FL.
  •Lang,	
  P.J.,	
  Greenwald,	
  M.K.,	
  Bradley,	
  M.M.	
  &	
  Hamm,	
  A.O.	
  (1993):	
  Looking	
  at	
  pictures:	
  Affec8ve,	
  facial,	
  visceral,	
  and	
  behavioural	
  reac8ons,	
  Psychophysiology,	
  30,	
  
  261-­‐27
  •Lazarus,	
  Richard.	
  (1991):	
  "Cogni8on	
  and	
  Mo8va8on	
  in	
  Emo8on."	
  American	
  Psychologist,	
  46:	
  362-­‐67.
  •Lazarus,	
  R.	
  S.	
  (1991).	
  Emo8on	
  and	
  adapta8on.	
  New	
  York:	
  Oxford	
  University	
  Press.
  •Plutchik,	
  R.	
  (2003):	
  Emo8ons	
  and	
  life:Perspec8ves	
  from	
  psychology,	
  biology,	
  and	
  evolu8on.	
  Washington,	
  DC:American	
  Psychological	
  Associa8on.
  •Ruiz-­‐Padial,	
  L.,	
  Sollers,	
  J.J.,	
  Vila,	
  J.	
  &	
  Thayer,	
  J.F.	
  (2003):	
  The	
  rhythm	
  of	
  the	
  heart	
  in	
  the	
  blink	
  of	
  an	
  eye:	
  Emo8on-­‐modulated	
  startle	
  magnitude	
  covaries	
  with	
  heart	
  rate	
  
  variability,	
  Psychophysiology,	
  40,	
  306–313
  •Staners,	
  R.F.,	
  Coulter,	
  M.,	
  Sweet,	
  A.W.	
  &	
  Murphy,	
  P.	
  (1979):	
  The	
  papillary	
  response	
  as	
  an	
  indicator	
  of	
  arousal	
  and	
  cogni8on,	
  Mo8va8on	
  and	
  Emo8on,	
  3	
  (4),	
  319-­‐340
  •Steinhauer,	
  S.	
  R.,	
  Boller,	
  F.,	
  Zubin,	
  J.	
  &	
  Pearlman,	
  S.	
  (1983):	
  Pupillary	
  dila8on	
  to	
  emo8onal	
  visual	
  s8muli	
  revisited,	
  Psychophysiology,	
  20
  •Tranel,	
  D.	
  (2000):	
  Electrodermal	
  Ac8vity	
  in	
  Cogni8ve	
  Neuroscience:	
  Neuroanatomical	
  and	
  Neuropsychological	
  Correlates,	
  in	
  Lane,	
  R.D.	
  &	
  Nadel,	
  L.	
  (Eds.):	
  Cogni8ve	
  
  Neuroscience	
  of	
  Emo8on,Oxford	
  University	
  Press,	
  New	
  York.


Jakob de Lemos
Inventor of the emotion measurement system
CTO & Co-Founder of iMotions

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iMotions Attention Tool: Quantifying Emotion by Analyzing Eye Properties - Q&A for Research

  • 1. Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! WHAT  IS  THE  EMOTION  MEASUREMENT  IN IMOTIONS  EMOTION  TECHNOLOGY  BASED  ON The  Emo8on  Measurement  in  iMo8ons’  technology   ? is  based  on  the  INTERPRETATION  OF  EYE  REACTIONS   collected  via  a  camera  and  analyzed  in  a  specially   designed  soLware. PUPIL  DYNAMICS,  BLINK  CHARACTERISTICS  AND   GAZE  BEHAVIOR  are  among  the  Eye  Reac8ons   interpreted  by  the  iMo8ons  Emo8on  Measurement   System  in  order  to  assess  and  calculate  an  index  of   the  IMMEDIATE  EMOTIONAL  RESPONSE. Jakob de Lemos Inventor of the emotion measurement system CTO & Co-Founder of iMotions
  • 2. ? Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! “Look  into  a  person’s  pupils,  he  cannot  hide  himself.” WHY  MEASURE  PUPIL  DYNAMICS (Confucius,  551-­‐478  B.C.) It  is  found  that  the  PUPIL  dilates  and  subtracts  not   only  from  light,  but  also  as  a  consequence  of   emo8ons  (Hess,  1972). Pupil  dila8on  has  been  coupled  with  ac8va8on  of   the  sympathe8c  nervous  system  (Granholm  &   Steinhauer,  2004;  Steinhauer  et  al.,  1983).  However,   the  rela8onship  is  complex  because  pupil  size  is  also   related  to  cogni8ve  processing  load  (Beaey  &   Lucero-­‐Wagoner,  2000;  Staners  et  al.,  1979)  and  the   amount  of  light  or  hue  in  visual  s8muli  (Granholm  &   Steinhauer;  2004). The  iMo8ons  system  iden8fies  several  emo8onal   fingerprints  from  the  pupil  based  on  prior  and   proprietary  knowledge.    The  iMo8ons  system   compensates  for  reac8ons  caused  by  the  light  reflex   and  because  the  system  determines  the  emo8onal   reac8on  pre-­‐cogni8ve  the  impact  from  the  cogni8ve   Jakob de Lemos Inventor of the emotion measurement system processing  can  be  iden8fied  and  controlled. CTO & Co-Founder of iMotions
  • 3. ? Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! Percep8on  and  the  eye  have  been   WHY  MEASURE  BLINK  CHARACTERISTICS extensively  studied  the  last  100   years!   BLINK  is  also  related  to  emo8onal  as  well  as cogni8ve  reac8ons,  for  example  with  defensive   reac8ons  like  emo8on-­‐modulated  eye  blink  startle,   emo8onal  arousal  and  pleasure  (Bradley,  et  al.,  1999,   Dichter  et  al.,  2002,  Ruiz-­‐Padial  &  Sollers,  2003). The  iMo8ons  system  iden8fies  several  emo8onal   fingerprints  from  the  characteris8cs  based  on  prior   and  proprietary  knowledge.    Because  blinks  are  also   protec8on  mechanisms  to  keep  the  eyeball  protected   the  iMo8ons  system  compensates  for  blink-­‐like   reac8ons  caused  by  the  cleaning/protec8ve  blink   reflex  and  because  the  system  determines  the   emo8onal  reac8on  pre-­‐cogni8ve  the  impact  from  the   cogni8ve  processing  can  be  iden8fied  and  controlled. Jakob de Lemos Inventor of the emotion measurement system CTO & Co-Founder of iMotions
  • 4. ? Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! WHY  MEASURE  GAZE  BEHAVIOR “The  Eye  is  the  Mirror  of  the  soul.” (Proverb) GAZE  paeerns  are  linked  to  emo8onal  as  well  as   cogni8ve  reac8ons  (Calvo  &  Lang,  2004).   The  iMo8ons  system  iden8fies  several,  pre-­‐ aeen8on  and  cogni8ve  characteris8cs  within  the   gaze  paeerns  based  on  prior  and  proprietary   knowledge.    Because  the  gaze  paeerns  aeen8on   wise  are  influenced  by  the  complexity  of  the  objet (s)  observed,  the  iMo8ons  system  compensates  for   this  effect  when  iden8fying  the  emo8onal   components. Jakob de Lemos Inventor of the emotion measurement system CTO & Co-Founder of iMotions
  • 5. Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! SUMMARY OUTSIDE  THE  HEAD •MEASURING  THE  EMOTIONS  THROUGH   CHANGES  IN  EYE  PROPERTIESPUPIL   DYNAMICS,  BLINK  CHARACTERISTICS  AND   ! •EYES  -­‐  “PART”  OF  THE  BRAIN  HANGING   GAZE  BEHAVIOR •QUANTIFIES  EMOTIONAL  AROUSAL Jakob de Lemos Inventor of the emotion measurement system CTO & Co-Founder of iMotions
  • 6. Theore8cal  background  and  research  for  iMo8ons  -­‐  Emo8on  Technology Quantifying Emotion by analyzing Eye properties! SOME  REFERENCES •Beaey,  J.  &  Lucero-­‐Wagoner,  B.  (2000):  The  pupillary  system,  in  Caccioppo,  J.,  Tassinary,  L.G.  &  Berntson,  G.  (Eds.):  The  Handbook  of  Psychophysiology,  Cambridge   University  Press,  Hillsdale,  New  York. •Bradley,  M.  M.,  Cuthbert,  B.  N.  &  Lang,  P.  J.  (1999):  Affect  and  the  startle  reflex,  in  Dawson,  M.E.,  Schell,  A.  &  Boehmelt,  A.  (Eds.):  Startle  modifica8on:  Implica8ons   for  neuroscience,  cogni8ve  science  and  clinical  science,  Stanford  University  Press,  Stanford,  242–276. •Calvo,  M.  G.,  &  Lang,  P.  J.  (2004).  Gaze  paeerns  when  looking  at  emo8onal  pictures:  Mo8va8onally  biased  aeen8on.  Mo8va8on  and  Emo8on,  28,  221–243. •Dichter,  G.S.,  Tomarken,  A.J.  &  Baucom,  B.R.  (2002):  Startle  modula8on  before,  during  and  aLer  exposure  to  emo8onal  s8muli,  Interna8onal  Journal  of   Psychophysiology,  43,  191-­‐196 •Damasio,  A.R.  (1994):  Descartes  Error  -­‐  Emo8on,  Reason,  and  the  Human  Brain,  G.P.  Putnam’s  Sons,  New  York. •Granholm,  E.  &  Steinhauer,  S.R.  (2004):  Pupillometric  Measures  of  Cogni8ve  and  Emo8onal  Processes,  Interna8onal  Journal  of  Psychophysiology,  52,  1–6 •Hugdahl,  K.  (2001):  Psychophysiology:  The  Mind-­‐body  Perspec8ve,  Harvard  University  Press •Lang,  P.J.,  Bradley,  M.M.,  &  Cuthbert,  B.N.  (2005):  Interna8onal  affec8ve  picture  system  (IAPS):  Affec8ve  ra8ngs  of  pictures  and  instruc8on  manual,  Technical  Report   A-­‐6,  University  of  Florida,  Gainesville,  FL. •Lang,  P.J.,  Greenwald,  M.K.,  Bradley,  M.M.  &  Hamm,  A.O.  (1993):  Looking  at  pictures:  Affec8ve,  facial,  visceral,  and  behavioural  reac8ons,  Psychophysiology,  30,   261-­‐27 •Lazarus,  Richard.  (1991):  "Cogni8on  and  Mo8va8on  in  Emo8on."  American  Psychologist,  46:  362-­‐67. •Lazarus,  R.  S.  (1991).  Emo8on  and  adapta8on.  New  York:  Oxford  University  Press. •Plutchik,  R.  (2003):  Emo8ons  and  life:Perspec8ves  from  psychology,  biology,  and  evolu8on.  Washington,  DC:American  Psychological  Associa8on. •Ruiz-­‐Padial,  L.,  Sollers,  J.J.,  Vila,  J.  &  Thayer,  J.F.  (2003):  The  rhythm  of  the  heart  in  the  blink  of  an  eye:  Emo8on-­‐modulated  startle  magnitude  covaries  with  heart  rate   variability,  Psychophysiology,  40,  306–313 •Staners,  R.F.,  Coulter,  M.,  Sweet,  A.W.  &  Murphy,  P.  (1979):  The  papillary  response  as  an  indicator  of  arousal  and  cogni8on,  Mo8va8on  and  Emo8on,  3  (4),  319-­‐340 •Steinhauer,  S.  R.,  Boller,  F.,  Zubin,  J.  &  Pearlman,  S.  (1983):  Pupillary  dila8on  to  emo8onal  visual  s8muli  revisited,  Psychophysiology,  20 •Tranel,  D.  (2000):  Electrodermal  Ac8vity  in  Cogni8ve  Neuroscience:  Neuroanatomical  and  Neuropsychological  Correlates,  in  Lane,  R.D.  &  Nadel,  L.  (Eds.):  Cogni8ve   Neuroscience  of  Emo8on,Oxford  University  Press,  New  York. Jakob de Lemos Inventor of the emotion measurement system CTO & Co-Founder of iMotions