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What Are You Talking To?: Understanding Children's Perceptions of Conversational Agents

Published: 23 April 2020 Publication History

Abstract

Conversational agents (CAs) available in smart phones or smart speakers play an increasingly important role in young children's technological landscapes and life worlds. While a handful of studies have documented children's natural interactions with CAs, little is known about children's perceptions of CAs. To fill this gap, we examined three- to six-year-olds' perceptions of CAs' animate/artifact domain membership and properties, as well as their justifications for these perceptions. We found that children sometimes take a more nuanced position and spontaneously attribute both artifact and animate properties to CAs or view them as neither artifacts nor animate objects. This study extends current research on children's perceptions of intelligent artifacts by adding CAs as a new genre of study and provides some underlying knowledge that may guide the development of CAs to support young children's cognitive and social development.

References

[1]
Tanya N Beran, Alejandro Ramirez-Serrano, Roman Kuzyk, Meghann Fior, and Sarah Nugent. 2011. Understanding how children understand robots: Perceived animism in child--robot interaction. International Journal of Human-Computer Studies 69, 7--8 (2011), 539--550.
[2]
Debra Bernstein and Kevin Crowley. 2008. Searching for signs of intelligent life: An investigation of young children's beliefs about robot intelligence. The Journal of the Learning Sciences 17, 2 (2008), 225--247.
[3]
Jason Borenstein and Yvette Pearson. 2013. Companion robots and the emotional development of children. Law, Innovation and Technology 5, 2 (2013), 172--189.
[4]
Cynthia Breazeal. 2009. Role of expressive behaviour for robots that learn from people. Philosophical Transactions of the Royal Society B: Biological Sciences 364, 1535 (2009), 3527--3538.
[5]
Cynthia Breazeal, Paul L Harris, David DeSteno, Jacqueline M Kory Westlund, Leah Dickens, and Sooyeon Jeong. 2016. Young children treat robots as informants. Topics in cognitive science 8, 2 (2016), 481--491.
[6]
Kaitlin L Brunick, Marisa M Putnam, Lauren E McGarry, Melissa N Richards, and Sandra L Calvert. 2016. Children's future parasocial relationships with media characters: the age of intelligent characters. Journal of Children and Media 10, 2 (2016), 181--190.
[7]
David Cameron, Samuel Fernando, Abigail Millings, Roger Moore, Amanda Sharkey, and Tony Prescott. 2015. Children's age influences their perceptions of a humanoid robot as being like a person or machine. In Conference on Biomimetic and Biohybrid Systems. Springer, 348--353.
[8]
Alfonso Caramazza and Jennifer R Shelton. 1998. Domain-specific knowledge systems in the brain: The animate-inanimate distinction. Journal of cognitive neuroscience 10, 1 (1998), 1--34.
[9]
Kara Chan. 2006. Exploring children's perceptions of material possessions: a drawing study. Qualitative Market Research: An International Journal 9, 4 (2006), 352--366.
[10]
Stefania Druga, Randi Williams, Cynthia Breazeal, and Mitchel Resnick. 2017. Hey Google is it OK if I eat you?: Initial explorations in child-agent interaction. In Proceedings of the 2017 Conference on Interaction Design and Children. ACM, 595--600.
[11]
Stefania Druga, Randi Williams, Hae Won Park, and Cynthia Breazeal. 2018. How smart are the smart toys?: children and parents' agent interaction and intelligence attribution. In Proceedings of the 17th ACM Conference on Interaction Design and Children. ACM, 231--240.
[12]
Susan Edwards, Andrea Nolan, Michael Henderson, Ana Mantilla, Lydia Plowman, and Helen Skouteris. 2018. Young children's everyday concepts of the internet: A platform for cyber-safety education in the early years. British journal of educational technology 49, 1 (2018), 45--55.
[13]
Paul L Harris and Kathleen H Corriveau. 2011. Young children's selective trust in informants. Philosophical Transactions of the Royal Society B: Biological Sciences 366, 1567 (2011), 1179--1187.
[14]
Marcel Heerink, Ben Kröse, Vanessa Evers, and Bob Wielinga. 2010. Relating conversational expressiveness to social presence and acceptance of an assistive social robot. Virtual reality 14, 1 (2010), 77--84.
[15]
Katharine E Heintz and Ellen A Wartella. 2012. Young children's learning from screen media. Communication Research Trends 31, 3 (2012), 22.
[16]
Jennifer Hill, W Randolph Ford, and Ingrid G Farreras. 2015. Real conversations with artificial intelligence: A comparison between human--human online conversations and human--chatbot conversations. Computers in Human Behavior 49 (2015), 245--250.
[17]
Jennifer L Jipson and Susan A Gelman. 2007. Robots and rodents: Children's inferences about living and nonliving kinds. Child development 78, 6 (2007), 1675--1688.
[18]
Jennifer L Jipson, Selin Gülgöz, and Susan A Gelman. 2016. Parent--child conversations regarding the ontological status of a robotic dog. Cognitive development 39 (2016), 21--35.
[19]
Tom Johnstone and Klaus R Scherer. 2000. Vocal communication of emotion. Handbook of emotions 2 (2000), 220--235.
[20]
Peter H Kahn, Nathan G Freier, Batya Friedman, Rachel L Severson, and Erika N Feldman. 2004. Social and moral relationships with robotic others?. In RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No. 04TH8759). IEEE, 545--550.
[21]
Peter H Kahn, Batya Friedman, Deanne R Perez-Granados, and Nathan G Freier. 2006. Robotic pets in the lives of preschool children. Interaction Studies 7, 3 (2006), 405--436.
[22]
Peter H Kahn Jr, Heather E Gary, and Solace Shen. 2013. Children's social relationships with current and near-future robots. Child Development Perspectives 7, 1 (2013), 32--37.
[23]
Peter H Kahn Jr, Takayuki Kanda, Hiroshi Ishiguro, Nathan G Freier, Rachel L Severson, Brian T Gill, Jolina H Ruckert, and Solace Shen. 2012. "Robovie, you'll have to go into the closet now": Children's social and moral relationships with a humanoid robot. Developmental psychology 48, 2 (2012), 303.
[24]
Junko Kanero, Vasfiye Geçkin, Cansu Oranç, Ezgi Mamus, Aylin C Küntay, and Tilbe Göksun. 2018. Social robots for early language learning: Current evidence and future directions. Child Development Perspectives 12, 3 (2018), 146--151.
[25]
Nobuko Katayama, Jun'ichi Katayama, Michiteru Kitazaki, and Shoji Itakura. 2010. Young children's folk knowledge of robots. Asian Culture and History 2, 2 (2010), 111.
[26]
Minkyung Kim, Soonhyung Yi, and Donghun Lee. 2019. Between living and nonliving: Young children's animacy judgments and reasoning about humanoid robots. PloS one 14, 6 (2019), e0216869.
[27]
Yanghee Kim, Amy L Baylor, and E Shen. 2007. Pedagogical agents as learning companions: the impact of agent emotion and gender. Journal of Computer Assisted Learning 23, 3 (2007), 220--234.
[28]
Jacqueline M Kory-Westlund and Cynthia Breazeal. 2019. Assessing children's perceptions and acceptance of a social robot. In Proceedings of the 18th ACM International Conference on Interaction Design and Children. ACM, 38--50.
[29]
Sunok Lee, Sungbae Kim, and Sangsu Lee. 2019. What does your Agent look like?: A Drawing Study to Understand Users' Perceived Persona of Conversational Agent. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. ACM, LBW0143.
[30]
Sharona T Levy and David Mioduser. 2008. Does it "want" or "was it programmed to..."? Kindergarten children's explanations of an autonomous robot's adaptive functioning. International Journal of Technology and Design Education 18, 4 (2008), 337--359.
[31]
Silvia B Lovato, Anne Marie Piper, and Ellen A Wartella. 2019. Hey Google, Do Unicorns Exist?: Conversational Agents as a Path to Answers to Children's Questions. In Proceedings of the 18th ACM International Conference on Interaction Design and Children. ACM, 301--313.
[32]
Ewa Luger and Abigail Sellen. 2016. Like having a really bad PA: the gulf between user expectation and experience of conversational agents. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. ACM, 5286--5297.
[33]
Peter J Marshall and Kimberly Brenneman. 2016. Young Children's Developing Understanding of the Biological World. (2016).
[34]
Donald Meichenbaum. 2017. Teaching thinking: A cognitive behavioral perspective. In The Evolution of Cognitive Behavior Therapy. Routledge, 85--104.
[35]
Gail F Melson, Peter H Kahn Jr, Alan Beck, Batya Friedman, Trace Roberts, Erik Garrett, and Brian T Gill. 2009. Children's behavior toward and understanding of robotic and living dogs. Journal of Applied Developmental Psychology 30, 2 (2009), 92--102.
[36]
Pekka Mertala. 2019. Young children's perceptions of ubiquitous computing and the Internet of Things. British Journal of Educational Technology (2019).
[37]
TASSOS A Mikropoulos, PLOUSSIA Misailidi, and FOTINI Bonoti. 2003. Attributing human properties to computer artifacts: developmental changes in children's understanding of the animate-inanimate distinction. (2003).
[38]
John E Opfer and Susan A Gelman. 2011. Development of the animate-inanimate distinction. The Wiley-Blackwell handbook of childhood cognitive development 2 (2011), 213--238.
[39]
Catherine Pelachaud, Rodolphe Gelin, Jean-Claude Martin, and Q Anh Le. 2010. Expressive gestures displayed by a humanoid robot during a storytelling application. New Frontiers in Human-Robot Interaction (AISB), Leicester, GB (2010).
[40]
Amanda Purington, Jessie G Taft, Shruti Sannon, Natalya N Bazarova, and Samuel Hardman Taylor. 2017. Alexa is my new BFF: social roles, user satisfaction, and personification of the amazon echo. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM, 2853--2859.
[41]
David H Rakison and Diane Poulin-Dubois. 2001. Developmental origin of the animate--inanimate distinction. Psychological bulletin 127, 2 (2001), 209.
[42]
Byron Reeves and Clifford Ivar Nass. 1996. The media equation: How people treat computers, television, and new media like real people and places. Cambridge university press.
[43]
David La Rooy, Margaret-Ellen Pipe, and Janice E Murray. 2007. Enhancing children's event recall after long delays. Applied Cognitive Psychology 21, 1 (2007), 1--17.
[44]
Michael T Rücker and Niels Pinkwart. 2016. Review and discussion of children's conceptions of computers. Journal of Science Education and Technology 25, 2 (2016), 274--283.
[45]
Michael Scaife and Mike van Duuren. 1995. Do computers have brains? What children believe about intelligent artifacts. British Journal of Developmental Psychology 13, 4 (1995), 367--377.
[46]
Alex Sciuto, Arnita Saini, Jodi Forlizzi, and Jason I Hong. 2018. Hey Alexa, What's Up?: A mixed-methods studies of in-home conversational agent usage. In Proceedings of the 2018 Designing Interactive Systems Conference. ACM, 857--868.
[47]
Sofia Serholt and Wolmet Barendregt. 2016. Robots tutoring children: Longitudinal evaluation of social engagement in child-robot interaction. In Proceedings of the 9th nordic conference on human-computer interaction. ACM, 64.
[48]
Rachel L Severson and Stephanie M Carlson. 2010. Behaving as or behaving as if? Children's conceptions of personified robots and the emergence of a new ontological category. Neural Networks 23, 8--9 (2010), 1099--1103.
[49]
Jon Swain. 2018. A hybrid approach to thematic analysis in qualitative research: Using a practical example. Sage research methods (2018).
[50]
Anuj Tewari and John Canny. 2014. What did spot hide?: a question-answering game for preschool children. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 1807--1816.
[51]
Patrice D Tremoulet and Jacob Feldman. 2000. Perception of animacy from the motion of a single object. Perception 29, 8 (2000), 943--951.
[52]
Mike van Duuren and Michael Scaife. 1996. "Because a robot's brain hasn't got a brain, it just controls itself"-Children's attributions of brain related behaviour to intelligent artefacts. European Journal of Psychology of Education 11, 4 (1996), 365.
[53]
Astrid Weiss, Daniela Wurhofer, and Manfred Tscheligi. 2009. "I love this dog"-children's emotional attachment to the robotic dog AIBO. International Journal of Social Robotics 1, 3 (2009), 243--248.
[54]
Travis J Wiltshire, Emilio JC Lobato, David R Garcia, Stephen M Fiore, Florian G Jentsch, Wesley H Huang, and Benjamin Axelrod. 2015. Effects of robotic social cues on interpersonal attributions and assessments of robot interaction behaviors. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Vol. 59. SAGE Publications Sage CA: Los Angeles, CA, 801--805.
[55]
Julia Woodward, Zari McFadden, Nicole Shiver, Amir Ben-hayon, Jason C Yip, and Lisa Anthony. 2018. Using co-design to examine how children conceptualize intelligent interfaces. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM, 575.
[56]
Kristyn Wright, Diane Poulin-Dubois, and Elizabeth Kelley. 2015. The animate--inanimate distinction in preschool children. British Journal of Developmental Psychology 33, 1 (2015), 73--91.
[57]
Ying Xu and Mark Warschauer. 2019. Young Children's Reading and Learning with Conversational Agents. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. ACM, CS10.

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      cover image ACM Conferences
      CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
      April 2020
      10688 pages
      ISBN:9781450367080
      DOI:10.1145/3313831
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      Published: 23 April 2020

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      Author Tags

      1. animacy
      2. child-agent interactions
      3. children
      4. conversational agents
      5. perceptions

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