Toward an Objective Linguistic-Based Measure of Perceived Embodied Conversational Agent Power and Likeability

Embodied conversational agents (ECA) are a type of intelligent, multimodal computer interface that allow computers to interact with humans in a face-to-face manner. It is quite feasible that ECAs will someday replace the common keyboard as a human–computer interface. However, we have much to understand about how people interact with such embodied virtual agents. In this study, we performed a laboratory experiment, in an airport screening context, to assess how people’s linguistic behavior changes with their perceptions of the ECA’s power and likeability. The results show that people tend to manifest more verbal immediacy and expressivity, as well as offer more information about themselves, with ECAs they perceive as more likeable and less powerful.

[1]  Tetsuo Sawaragi,et al.  Design of Interactive Skill-Transfer Agent From a Viewpoint of Ecological Psychology , 2004, Int. J. Hum. Comput. Interact..

[2]  James W. Pennebaker,et al.  Linguistic Inquiry and Word Count (LIWC2007) , 2007 .

[3]  M. Patterson,et al.  Nonverbal Behavior: A Functional Perspective. , 1984 .

[4]  Christian Fuchs,et al.  HCI and Society: Towards a Typology of Universal Design Principles , 2010, Int. J. Hum. Comput. Interact..

[5]  Yvonne Neudorf Language Within Language Immediacy A Channel In Verbal Communication , 2016 .

[6]  James F. Roiger,et al.  Testing Interpersonal Deception Theory: The Language of Interpersonal Deception , 1996 .

[7]  Norah E. Dunbar,et al.  NONVERBAL EXPRESSIONS OF DOMINANCE AND POWER IN HUMAN RELATIONSHIPS , 2006 .

[8]  Judee K. Burgoon,et al.  The ideal source: A reexamination of source credibility measurement , 1976 .

[9]  Jay F. Nunamaker,et al.  Embodied Conversational Agent-Based Kiosk for Automated Interviewing , 2011, J. Manag. Inf. Syst..

[10]  B. J. Fogg,et al.  Persuasive technology: using computers to change what we think and do , 2002, UBIQ.

[11]  Catherine Pelachaud,et al.  Interacting with Embodied Conversational Agents , 2010 .

[12]  Ross Buck,et al.  Emotional Expressivity and Trustworthiness: The Role of Nonverbal Behavior in the Evolution of Cooperation , 2003 .

[13]  Bruce J. Avolio,et al.  The impact of positivity and transparency on trust in leaders and their perceived effectiveness , 2010, The Leadership Quarterly.

[14]  Izak Benbasat,et al.  An investigation into the effects of Text-To-Speech voice and 3D avatars on the perception of presence and flow of live help in electronic commerce , 2005, TCHI.

[15]  P. Ekman,et al.  Nonverbal Leakage and Clues to Deception †. , 1969, Psychiatry.

[16]  Stephen Reysen,et al.  Construction of a new scale: The Reysen Likability Scale , 2005 .

[17]  Justine Cassell,et al.  External manifestations of trustworthiness in the interface , 2000, CACM.

[18]  Leonard Bickman,et al.  The Effect of Social Status on the Honesty of Others , 1971 .

[19]  Rinat B. Rosenberg-Kima,et al.  Interface agents as social models for female students: The effects of agent visual presence and appearance on female students' attitudes and beliefs , 2008, Comput. Hum. Behav..

[20]  R. Perloff The Dynamics of Persuasion: Communication and Attitudes in the 21st Century , 1993 .

[21]  Jay F. Nunamaker,et al.  Language dominance in interpersonal deception in computer-mediated communication , 2004, Comput. Hum. Behav..

[22]  P. Gallaher Individual differences in nonverbal behavior : dimensions of style , 1992 .

[23]  J. Burgoon,et al.  Interpersonal Deception Theory , 1996 .

[24]  Magnus Haake,et al.  Design of animated pedagogical agents - A look at their look , 2006, Int. J. Hum. Comput. Stud..

[25]  L. Miller,et al.  Self-disclosure and liking: a meta-analytic review. , 1994, Psychological bulletin.

[26]  Byron Reeves,et al.  Computer agents versus avatars: Responses to interactive game characters controlled by a computer or other player , 2010, Int. J. Hum. Comput. Stud..

[27]  Izak Benbasat,et al.  Evaluating Anthropomorphic Product Recommendation Agents: A Social Relationship Perspective to Designing Information Systems , 2009, J. Manag. Inf. Syst..

[28]  Robert Gifford,et al.  A lens-mapping framework for understanding the encoding and decoding of interpersonal dispositions in nonverbal behavior. , 1994 .

[29]  Brad J. Bushman,et al.  Perceived Symbols of Authority and Their Influence on Compliance1 , 1984 .

[30]  N. Henley,et al.  Body Politics: Power, Sex, and Nonverbal Communication , 1977 .

[31]  Yukiko I. Nakano,et al.  Towards a Model of Face-to-Face Grounding , 2003, ACL.

[32]  Roobina Ohanian Construction and Validation of a Scale to Measure Celebrity Endorsers' Perceived Expertise, Trustworthiness, and Attractiveness , 1990 .

[33]  Catherine Pelachaud,et al.  From brows to trust: evaluating embodied conversational agents , 2004 .

[34]  Russell Beale,et al.  Affective interaction: How emotional agents affect users , 2009, Int. J. Hum. Comput. Stud..

[35]  Douglas C. Derrick Special-Purpose, Embodied Conversational Intelligence with Environmental Sensors (SPECIES) Agents: Implemented in an Automated Interviewing Kiosk , 2011 .

[36]  Cynthia Whissell,et al.  THE DICTIONARY OF AFFECT IN LANGUAGE , 1989 .

[37]  Norah E. Dunbar,et al.  Perceptions of power and interactional dominance in interpersonal relationships , 2005 .

[38]  Helmut Prendinger,et al.  Eye movement as an indicator of users'involvement with embodied interfaces at the low level , 2005 .

[39]  Anne H. Anderson,et al.  Real faces and robot faces: The effects of representation on computer-mediated communication , 2007, Int. J. Hum. Comput. Stud..

[40]  Andrew J. Cowell,et al.  Manipulation of non-verbal interaction style and demographic embodiment to increase anthropomorphic computer character credibility , 2005, Int. J. Hum. Comput. Stud..

[41]  H. Lips,et al.  Women, Men, And Power , 1981 .

[42]  Izak Benbasat,et al.  Online Consumer Trust and Live Help Interfaces: The Effects of Text-to-Speech Voice and Three-Dimensional Avatars , 2005, Int. J. Hum. Comput. Interact..