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2019 | OriginalPaper | Buchkapitel

Animated Agents’ Facial Emotions: Does the Agent Design Make a Difference?

verfasst von : Nicoletta Adamo, Hazar N. Dib, Nicholas J. Villani

Erschienen in: Augmented Reality, Virtual Reality, and Computer Graphics

Verlag: Springer International Publishing

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Abstract

The paper reports ongoing research toward the design of multimodal affective pedagogical agents that are effective for different types of learners and applications. In particular, the work reported in the paper investigated the extent to which the type of character design (realistic versus stylized) affects students’ perception of an animated agent’s facial emotions, and whether the effects are moderated by learner characteristics (e.g. gender). Eighty-two participants viewed 10 animation clips featuring a stylized character exhibiting 5 different emotions, e.g. happiness, sadness, fear, surprise and anger (2 clips per emotion), and 10 clips featuring a realistic character portraying the same emotional states. The participants were asked to name the emotions and rate their sincerity, intensity, and typicality. The results indicated that for recognition, participants were slightly more likely to recognize the emotions displayed by the stylized agent, although the difference was not statistically significant. The stylized agent was on average rated significantly higher for facial emotion intensity, whereas the differences in ratings for typicality and sincerity across all emotions were not statistically significant. A significant difference in ratings was shown in regard to sadness (within typicality), happiness (within sincerity), fear, anger, sadness and happiness (within intensity) with the stylized agent rated higher. Gender was not a significant correlate across all emotions or for individual emotions.

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Literatur
1.
Zurück zum Zitat Adamo-Villani, N., Beni, G.: Keyboard encoding of facial expressions. In: 8th International Conference on Information Visualization-HCI Symposium (IV04) Proceedings, pp. 324–328. IEEE, London (2004) Adamo-Villani, N., Beni, G.: Keyboard encoding of facial expressions. In: 8th International Conference on Information Visualization-HCI Symposium (IV04) Proceedings, pp. 324–328. IEEE, London (2004)
2.
Zurück zum Zitat Adamo-Villani, N., Wilbur, R.: Two novel technologies for accessible Math and Science Education. IEEE Multimedia Spec. Issue Access. 15, 38–46 (2008)CrossRef Adamo-Villani, N., Wilbur, R.: Two novel technologies for accessible Math and Science Education. IEEE Multimedia Spec. Issue Access. 15, 38–46 (2008)CrossRef
4.
Zurück zum Zitat Adolphs, R.: Perception and emotion: How we recognize facial expressions. Current Dir. Psychol. Sci. 15(5), 222–226 (2006)CrossRef Adolphs, R.: Perception and emotion: How we recognize facial expressions. Current Dir. Psychol. Sci. 15(5), 222–226 (2006)CrossRef
5.
Zurück zum Zitat Albrecht, I., Schroeder, M., Haber, J., Seidel, H.-S.: Mixed feelings: expression of non-basic emotions in a muscle-based talking head. Virtual Real. (special issue) 8, 201–212 (2005)CrossRef Albrecht, I., Schroeder, M., Haber, J., Seidel, H.-S.: Mixed feelings: expression of non-basic emotions in a muscle-based talking head. Virtual Real. (special issue) 8, 201–212 (2005)CrossRef
6.
Zurück zum Zitat Bancroft, T.: Creating Characters with Personality. Watson-Guptil, New York (2016) Bancroft, T.: Creating Characters with Personality. Watson-Guptil, New York (2016)
7.
Zurück zum Zitat Baylor, A., Kim, S.: Designing nonverbal communication for pedagogical agents: when less is more. Comput. Human Behav. 25(2), 450–457 (2009)CrossRef Baylor, A., Kim, S.: Designing nonverbal communication for pedagogical agents: when less is more. Comput. Human Behav. 25(2), 450–457 (2009)CrossRef
8.
Zurück zum Zitat Becker, C., Wachsmuth, I.: Modeling primary and secondary emotions for a believable communication agent. In: Proceedings of International Workshop on Emotion and Computing, in Conjunction with the 29th annual German Conference on Artificial Intelligence (KI2006), Bremen, Germany, pp. 31–34 (2006) Becker, C., Wachsmuth, I.: Modeling primary and secondary emotions for a believable communication agent. In: Proceedings of International Workshop on Emotion and Computing, in Conjunction with the 29th annual German Conference on Artificial Intelligence (KI2006), Bremen, Germany, pp. 31–34 (2006)
9.
Zurück zum Zitat Calder, A., Rhodes, G., Johnson, M., Haxby, J.: Oxford Handbook of Face Perception. Oxford University Press, Oxford (2011) Calder, A., Rhodes, G., Johnson, M., Haxby, J.: Oxford Handbook of Face Perception. Oxford University Press, Oxford (2011)
11.
Zurück zum Zitat Courgeon, M., Buisine, S., Martin, J.C.: Impact of expressive wrinkles on perception of a virtual character’s facial expressions of emotions. In: Proceedings of 9th International Conference, IVA 2009, Netherlands, pp. 201–214 (2009) Courgeon, M., Buisine, S., Martin, J.C.: Impact of expressive wrinkles on perception of a virtual character’s facial expressions of emotions. In: Proceedings of 9th International Conference, IVA 2009, Netherlands, pp. 201–214 (2009)
12.
Zurück zum Zitat D’Mello, S., Graesser, A.: Emotions during learning with AutoTutor. In: Durlach, P.J., Lesgold, A.M. (eds.) Adaptive Technologies for Training and Education, pp. 117–139. Cambridge University Press, New York (2012)CrossRef D’Mello, S., Graesser, A.: Emotions during learning with AutoTutor. In: Durlach, P.J., Lesgold, A.M. (eds.) Adaptive Technologies for Training and Education, pp. 117–139. Cambridge University Press, New York (2012)CrossRef
13.
Zurück zum Zitat D’Mello, S., Graesser, A.: AutoTutor and affective autotutor: learning by talking with cognitively and emotionally intelligent computers that talk back. ACM Transact. Interact. Intell. Syst. 2(4), 23 (2012) D’Mello, S., Graesser, A.: AutoTutor and affective autotutor: learning by talking with cognitively and emotionally intelligent computers that talk back. ACM Transact. Interact. Intell. Syst. 2(4), 23 (2012)
14.
Zurück zum Zitat Davis, C., Kim, J., Kuratate, T., Burnham, D.: Making a thinking-talking head. In: Proceedings of the International Conference on Auditory-Visual Speech Processing (AVSP 2007), Hilvarenbeek. The Netherlands (2007) Davis, C., Kim, J., Kuratate, T., Burnham, D.: Making a thinking-talking head. In: Proceedings of the International Conference on Auditory-Visual Speech Processing (AVSP 2007), Hilvarenbeek. The Netherlands (2007)
15.
Zurück zum Zitat Domagk, S.: Do pedagogical agents facilitate learner motivation and learning outcomes? The role of the appeal of agent’s appearance and voice. J. Media Psychol. 22(2), 84–97 (2010)CrossRef Domagk, S.: Do pedagogical agents facilitate learner motivation and learning outcomes? The role of the appeal of agent’s appearance and voice. J. Media Psychol. 22(2), 84–97 (2010)CrossRef
16.
Zurück zum Zitat Ekman, P., Friesen, V.W.: Unmasking the Face. A guide to Recognizing Emotions from Facial Expressions. Malor Books, Cambridge (1975) Ekman, P., Friesen, V.W.: Unmasking the Face. A guide to Recognizing Emotions from Facial Expressions. Malor Books, Cambridge (1975)
17.
Zurück zum Zitat Ekman, P., Friesen, V.W.: Manual for the Facial Action Coding System. Consulting Psychologists Press (1977) Ekman, P., Friesen, V.W.: Manual for the Facial Action Coding System. Consulting Psychologists Press (1977)
19.
Zurück zum Zitat Guo, Y.R., Goh, H.L.: Affect in embodied pedagogical agents: meta-analytic review. J. Educat. Comput. Res. 53(1), 124–149 (2015)CrossRef Guo, Y.R., Goh, H.L.: Affect in embodied pedagogical agents: meta-analytic review. J. Educat. Comput. Res. 53(1), 124–149 (2015)CrossRef
20.
Zurück zum Zitat Holmes, J.: Designing agents to support learning by explaining. Comput. Educ. 48, 523–547 (2007)CrossRef Holmes, J.: Designing agents to support learning by explaining. Comput. Educ. 48, 523–547 (2007)CrossRef
21.
Zurück zum Zitat Huang, T.S., Cohen, I., Hong, P., Li, Y.: IA3: Intelligent Affective Animated Agents. In: Proceedings of ICIG 2000 (2000) Huang, T.S., Cohen, I., Hong, P., Li, Y.: IA3: Intelligent Affective Animated Agents. In: Proceedings of ICIG 2000 (2000)
22.
Zurück zum Zitat Hyde, J., Carter, E., Kiesler, S., Hodgins, J.K.: Perceptual effects of damped and exaggerated facial motion in animated characters. In: Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013) (2013) Hyde, J., Carter, E., Kiesler, S., Hodgins, J.K.: Perceptual effects of damped and exaggerated facial motion in animated characters. In: Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013) (2013)
24.
Zurück zum Zitat Johnson, W.L., Rickel, J.: Steve: an animated pedagogical agent for procedural training in virtual environments. SIGART Bull. 8, 16–21 (1998)CrossRef Johnson, W.L., Rickel, J.: Steve: an animated pedagogical agent for procedural training in virtual environments. SIGART Bull. 8, 16–21 (1998)CrossRef
25.
Zurück zum Zitat Kim, S., Baylor, A.: Pedagogical agents as social models to influence learner attitudes. Educat. Technol. 47(01), 23–28 (2007) Kim, S., Baylor, A.: Pedagogical agents as social models to influence learner attitudes. Educat. Technol. 47(01), 23–28 (2007)
26.
Zurück zum Zitat Kim, Y., Lim, J.: Gendered socialization with an embodied agent: creating a social and affable mathematics learning environment for middle-grade females. J. Educat. Psychol. 105(4), 1164–1174 (2013)CrossRef Kim, Y., Lim, J.: Gendered socialization with an embodied agent: creating a social and affable mathematics learning environment for middle-grade females. J. Educat. Psychol. 105(4), 1164–1174 (2013)CrossRef
27.
Zurück zum Zitat Kim, Y., Wei, Q.: The impact of user attributes and user choice in an agent-based environment. Comput. Educat. 56, 505–514 (2011)CrossRef Kim, Y., Wei, Q.: The impact of user attributes and user choice in an agent-based environment. Comput. Educat. 56, 505–514 (2011)CrossRef
28.
Zurück zum Zitat Kim, Y., Baylor, A., Shen, E.: Pedagogical agents as learning companions: the impact of agent emotion and gender. J. Comput. Assist. Learn. 23, 220–234 (2007)CrossRef Kim, Y., Baylor, A., Shen, E.: Pedagogical agents as learning companions: the impact of agent emotion and gender. J. Comput. Assist. Learn. 23, 220–234 (2007)CrossRef
29.
Zurück zum Zitat Lester, J., Voerman, J., Towns, S.J., Callaway, C.: Cosmo: a life-like animated pedagogical agent with deictic believability. In: Notes of the IJCAI 1997 Workshop on Animated Interface Agents: Making Them Intelligent, Nagoya, Japan, pp. 61–70 (1997) Lester, J., Voerman, J., Towns, S.J., Callaway, C.: Cosmo: a life-like animated pedagogical agent with deictic believability. In: Notes of the IJCAI 1997 Workshop on Animated Interface Agents: Making Them Intelligent, Nagoya, Japan, pp. 61–70 (1997)
30.
Zurück zum Zitat Lester, J., Stone, B., Stelling, G.: Lifelike pedagogical agents for mixed-initiative problem solving in constructivist learning environments. User Model. User-Adap. Inter. 9(1–2), 1–44 (1999)CrossRef Lester, J., Stone, B., Stelling, G.: Lifelike pedagogical agents for mixed-initiative problem solving in constructivist learning environments. User Model. User-Adap. Inter. 9(1–2), 1–44 (1999)CrossRef
31.
Zurück zum Zitat Lester, J., Towns, S.G., Fitzgerald, P.: Achieving Affective Impact: Visual Emotive Communication in Lifelike Pedagogical Agents. Int. J. Artif. Intell. Educ. 10(3–4), 278–291 (1999) Lester, J., Towns, S.G., Fitzgerald, P.: Achieving Affective Impact: Visual Emotive Communication in Lifelike Pedagogical Agents. Int. J. Artif. Intell. Educ. 10(3–4), 278–291 (1999)
32.
Zurück zum Zitat Lester, J., Converse, S., Kahler, S., Barlow, T., Stone, B., Bhogal, R.: The persona effect: affective impact of animated pedagogical agents. In: Proceedings of CHI 1997, pp. 359–366 (1997) Lester, J., Converse, S., Kahler, S., Barlow, T., Stone, B., Bhogal, R.: The persona effect: affective impact of animated pedagogical agents. In: Proceedings of CHI 1997, pp. 359–366 (1997)
33.
Zurück zum Zitat Lester, J., Converse, S., Stone, B., Kahler, S., Barlow, T.: Animated pedagogical agents and problem-solving effectiveness: a large-scale empirical evaluation. In: Proceedings of the 8th World Conference on Artificial Intelligence in Education, pp. 23–30 (1997) Lester, J., Converse, S., Stone, B., Kahler, S., Barlow, T.: Animated pedagogical agents and problem-solving effectiveness: a large-scale empirical evaluation. In: Proceedings of the 8th World Conference on Artificial Intelligence in Education, pp. 23–30 (1997)
34.
Zurück zum Zitat Lisetti, C., Nasoz, F.: MAUI: a multimodal affective user interface. In: Proceedings 10th ACM Int’l Conf. Multimedia (Multimedia 2002), pp. 161–170 (2002) Lisetti, C., Nasoz, F.: MAUI: a multimodal affective user interface. In: Proceedings 10th ACM Int’l Conf. Multimedia (Multimedia 2002), pp. 161–170 (2002)
35.
Zurück zum Zitat Martinez, A., Benavente. R.: The AR Face Database. CVC Technical Report #24 (1998) Martinez, A., Benavente. R.: The AR Face Database. CVC Technical Report #24 (1998)
36.
Zurück zum Zitat Mayer, R.E.: Principles based on social cues in multimedia learning: Personalization, voice, image, and embodiment principles. In Mayer, R.E. (ed.) The Cambridge handbook of multimedia learning, 2nd ed, pp. 345–368. Cambridge University Press, New York (2014) Mayer, R.E.: Principles based on social cues in multimedia learning: Personalization, voice, image, and embodiment principles. In Mayer, R.E. (ed.) The Cambridge handbook of multimedia learning, 2nd ed, pp. 345–368. Cambridge University Press, New York (2014)
37.
Zurück zum Zitat Mayer, R.E., DaPra, S.: An embodiment effect in computer-based learning with animated pedagogical agent. J. Exp. Psychol. Appl. 18, 239–252 (2012)CrossRef Mayer, R.E., DaPra, S.: An embodiment effect in computer-based learning with animated pedagogical agent. J. Exp. Psychol. Appl. 18, 239–252 (2012)CrossRef
38.
Zurück zum Zitat McCloud, S.: Understanding Comics: The Invisible Art. Northampton, Mass (1993) McCloud, S.: Understanding Comics: The Invisible Art. Northampton, Mass (1993)
39.
Zurück zum Zitat McDonnell, R., Jorg, S., JMcHugh, J., Newell, F., O’Sullivan, C.: Evaluating the emotional content of human motions on real and virtual characters. In: Proceedings of the 5th Symposium on Applied Perception in Graphics and Visualization, pp. 67–73 (2008) McDonnell, R., Jorg, S., JMcHugh, J., Newell, F., O’Sullivan, C.: Evaluating the emotional content of human motions on real and virtual characters. In: Proceedings of the 5th Symposium on Applied Perception in Graphics and Visualization, pp. 67–73 (2008)
40.
Zurück zum Zitat Morency, L.P., et al.: Demonstration: a perceptive virtual human interviewer for healthcare applications. In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (2015) Morency, L.P., et al.: Demonstration: a perceptive virtual human interviewer for healthcare applications. In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (2015)
41.
Zurück zum Zitat Moreno, R., Flowerday, T.: Students’ choice of animated pedagogical agents in science learning: a test of the similarity attraction hypothesis on gender and ethnicity. Contemp. Educ. Psychol. 31, 186–207 (2006)CrossRef Moreno, R., Flowerday, T.: Students’ choice of animated pedagogical agents in science learning: a test of the similarity attraction hypothesis on gender and ethnicity. Contemp. Educ. Psychol. 31, 186–207 (2006)CrossRef
42.
Zurück zum Zitat Moreno, R., Mayer, R.E.: Interactive Multimodal Learning Environments. Educ. Psychol. Rev. 19, 309–326 (2007)CrossRef Moreno, R., Mayer, R.E.: Interactive Multimodal Learning Environments. Educ. Psychol. Rev. 19, 309–326 (2007)CrossRef
43.
Zurück zum Zitat Nass, C., Isbister, K., Lee, E.J.: Truth is beauty: researching embodied conversational agents. Embodied Conversational Agents, pp. 374–402 (2000) Nass, C., Isbister, K., Lee, E.J.: Truth is beauty: researching embodied conversational agents. Embodied Conversational Agents, pp. 374–402 (2000)
44.
Zurück zum Zitat Paleari, M., Lisetti, C.: Psychologically grounded avatars expressions. In: Proceedings of First Workshop on Emotion and Computing at KI 2006, 29th Annual Conf. on Artificial Intelligence, Bremen, Germany (2006) Paleari, M., Lisetti, C.: Psychologically grounded avatars expressions. In: Proceedings of First Workshop on Emotion and Computing at KI 2006, 29th Annual Conf. on Artificial Intelligence, Bremen, Germany (2006)
45.
Zurück zum Zitat Pandzic, I.S., Forcheimer, R.: MPEG4 facial animation – The standard, implementations and applications. John Wiley, Sons, Chichester (2002)CrossRef Pandzic, I.S., Forcheimer, R.: MPEG4 facial animation – The standard, implementations and applications. John Wiley, Sons, Chichester (2002)CrossRef
46.
Zurück zum Zitat Pelachaud, C.: Modelling multimodal expression of emotion in a virtual agent. Phil. Trans. R. Soc. B 364, 3539–3548 (2009)CrossRef Pelachaud, C.: Modelling multimodal expression of emotion in a virtual agent. Phil. Trans. R. Soc. B 364, 3539–3548 (2009)CrossRef
47.
Zurück zum Zitat Powers, D., Leibbrandt, R., Luerssen, M., Lewis, T., Lawson, M.: PETA-a pedagogical embodied teaching agent. In: Proceedings of PETRA08: 1st international conference on PErvasive Technologies Related to Assistive Environments, Athens (2008) Powers, D., Leibbrandt, R., Luerssen, M., Lewis, T., Lawson, M.: PETA-a pedagogical embodied teaching agent. In: Proceedings of PETRA08: 1st international conference on PErvasive Technologies Related to Assistive Environments, Athens (2008)
48.
Zurück zum Zitat Riek, D.L., Rabinowitch, T.C., Chakrabarti, B., Robinson, P.: How anthropomorphism affects empathy toward robots. In: Proceedings of the 4th ACM/IEEE international conference on Human robot interaction, pp. 245–246 (2009) Riek, D.L., Rabinowitch, T.C., Chakrabarti, B., Robinson, P.: How anthropomorphism affects empathy toward robots. In: Proceedings of the 4th ACM/IEEE international conference on Human robot interaction, pp. 245–246 (2009)
49.
Zurück zum Zitat Rosenberg-Kima, R.B., Baylor, A., Plant, A., Doerr, C.: Interface agents as social models for female students: the effects of agent visual presence and appearance on female students’ attitudes and beliefs. Comput. Hum. Behav. 24, 2741–2756 (2008)CrossRef Rosenberg-Kima, R.B., Baylor, A., Plant, A., Doerr, C.: Interface agents as social models for female students: the effects of agent visual presence and appearance on female students’ attitudes and beliefs. Comput. Hum. Behav. 24, 2741–2756 (2008)CrossRef
51.
Zurück zum Zitat Scherer, K.R.: Appraisal considered as a process of multilevel sequential checking. In: Scherer, K., Schorr, A., Johnstone, T. (eds.) Appraisal processes in emotion: theory, methods, research, pp. 92–119. Oxford University Press, New York (2001) Scherer, K.R.: Appraisal considered as a process of multilevel sequential checking. In: Scherer, K., Schorr, A., Johnstone, T. (eds.) Appraisal processes in emotion: theory, methods, research, pp. 92–119. Oxford University Press, New York (2001)
52.
Zurück zum Zitat Schroeder, N.L., Adesope, O., Barouch Gilbert, R.: How effective are pedagogical agents for learning? A Meta-Analytic Review. J. Educ.Comput. Res. 49(1), 1–39 (2013)CrossRef Schroeder, N.L., Adesope, O., Barouch Gilbert, R.: How effective are pedagogical agents for learning? A Meta-Analytic Review. J. Educ.Comput. Res. 49(1), 1–39 (2013)CrossRef
54.
Zurück zum Zitat Thomas, F., Johnston, O.: The Illusion of Life. Disney Animation. Disney Editions, Los Angeles (1995) Thomas, F., Johnston, O.: The Illusion of Life. Disney Animation. Disney Editions, Los Angeles (1995)
57.
Zurück zum Zitat Wang, N., Johnson, L., Mayer, R.E., Rizzo, P., Shaw, E., Collins, H.: The politeness effect: pedagogical agents and learning outcomes. Int. J. Hum. Comput. Stud. 66, 98–112 (2008)CrossRef Wang, N., Johnson, L., Mayer, R.E., Rizzo, P., Shaw, E., Collins, H.: The politeness effect: pedagogical agents and learning outcomes. Int. J. Hum. Comput. Stud. 66, 98–112 (2008)CrossRef
58.
Zurück zum Zitat Welch, R., Blackmon, T., Liu, A., Stark, L.: The effects of pictorial realism, delay of visual feedback, and observer interactivity on the subjective sense of presence. Presence Teleoperators Virtual Environ. 5, 263–273 (1996)CrossRef Welch, R., Blackmon, T., Liu, A., Stark, L.: The effects of pictorial realism, delay of visual feedback, and observer interactivity on the subjective sense of presence. Presence Teleoperators Virtual Environ. 5, 263–273 (1996)CrossRef
59.
Zurück zum Zitat Willcox, G.: The feeling wheel: a tool for expanding awareness of emotions and increasing spontaneity and intimacy. Transact. Anal. J. 12(4), 274–276 (1982)CrossRef Willcox, G.: The feeling wheel: a tool for expanding awareness of emotions and increasing spontaneity and intimacy. Transact. Anal. J. 12(4), 274–276 (1982)CrossRef
60.
Zurück zum Zitat Woo, H.L.: Designing multimedia learning environments using animated pedagogical agents: factors and issues. J. Comput. Assist. Learn. 25(3), 203–218 (2009)CrossRef Woo, H.L.: Designing multimedia learning environments using animated pedagogical agents: factors and issues. J. Comput. Assist. Learn. 25(3), 203–218 (2009)CrossRef
61.
Zurück zum Zitat Zhou, L., Mohammed, A., Zhang, D.: Mobile personal information management agent: Supporting natural language interface and application integration. Inf. Process. Manage. 48(1), 23–31 (2012)CrossRef Zhou, L., Mohammed, A., Zhang, D.: Mobile personal information management agent: Supporting natural language interface and application integration. Inf. Process. Manage. 48(1), 23–31 (2012)CrossRef
Metadaten
Titel
Animated Agents’ Facial Emotions: Does the Agent Design Make a Difference?
verfasst von
Nicoletta Adamo
Hazar N. Dib
Nicholas J. Villani
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-25965-5_2

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