poster

The quest for validated personality trait stories

Authors:

Judith Masthoff,

Chris MellishAuthors Info & Claims

IUI '12: Proceedings of the 2012 ACM international conference on Intelligent User Interfaces

Pages 273 - 276

https://doi.org/10.1145/2166966.2167016

Published: 14 February 2012 Publication History

Abstract

This paper describes how a set of stories, each conveying a personality trait from the Five Factor Model at a high or low level, were developed using Amazon's Mechanical Turk. These stories will be used to develop interfaces that adapt to personality using a User as Wizard method. The paper shows how difficult it is to construct stories that convey a single personality trait. It also shows how such stories can be constructed for most cases, and how Mechanical Turk can aid to achieve this.

References

[1]

Goldberg, R. (1993). The structure of phenotypic personality traits. American Psychologist, 48(1), 26--34.

[2]

Carbonell, J. (1980). Towards a Process Model of Personality Traits. Artificial Intelligence, 15, 49--74.

Digital Library

[3]

Dunn, G., Wiersama J., Ham, J. & Aroyo L. (2009). Evaluating Interface Variants on Personality Acquisition for Recommender Systems. UMAP 2009, 259--270.

Digital Library

[4]

Graziola, I., Pianesi F., Zancanaro M, & Goren-bar, D. (2005). Dimensions of Adaptivity in Mobile Systems: Personality and People's Attitudes. IUI'05, 223--230.

Digital Library

[5]

Zhou, X. and Conati, C. (2003). Inferring User Goals from Personality and Behavior in a Causal Model of User Affect. IUI'03, 211--218.

Digital Library

[6]

Hu, R. & Pu, P. (2009). A comparative user study on rating vs. personality quiz based preference elicitation methods. IUI'09, 367--372.

Digital Library

[7]

Nunes, M. A. S. N. (2008). Recommender system based on personality traits. PhD Thesis. Universite Montpellier.

[8]

Chamorro-Premuzic, T. (2011). Personality and Individual Differences, 2nd Ed. Oxford: BPS Blackwell.

[9]

Paramythis, A. et al. (2010). Layered evaluation of interactive adaptive systems: framework and formative methods . UMUAI, 20, 383--453.

Digital Library

[10]

Dennis, M., Masthoff, J., Pain, H., & Mellish, C. (2011). Does self-efficacy matter when generating motivational feedback? AIED, 444--446.

Digital Library

[11]

Saucier, G. (1994). Mini-markers: A brief version of Goldberg's unipolar big-five markers. Journal of Personality Assessment, 63(1), 506--516

[12]

Amazon Mechanical Turk, (http://www.mturk.com).

[13]

Taylor, W. L. (1953). Cloze procedure: A new tool for measuring readability. Journalism Quarterly, 30, 415--433.

[14]

International Personality Item Pool (ipip.ori.org/).

[15]

Top baby names of 2008, (guardian.co.uk)

Cited By

Saccardi IMasthoff J(2024)Adapting Emotional Support in Teams: Quality of Contribution, Emotional Stability and ConscientiousnessArtificial Intelligence in Education10.1007/978-3-031-64299-9_31(353-362)Online publication date: 2-Jul-2024
https://doi.org/10.1007/978-3-031-64299-9_31
Saccardi IMasthoff J(2023)Adapting Emotional Support in Teams: Emotional Stability and ProductivityAdjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization10.1145/3563359.3597385(253-265)Online publication date: 26-Jun-2023
https://dl.acm.org/doi/10.1145/3563359.3597385
Alhathli MMasthoff JBeacham N(2020)Adapting Learning Activity Selection to Emotional Stability and CompetenceFrontiers in Artificial Intelligence10.3389/frai.2020.000113Online publication date: 24-Mar-2020
https://doi.org/10.3389/frai.2020.00011
Show More Cited By

Index Terms

The quest for validated personality trait stories
1. Human-centered computing
  1. Human computer interaction (HCI)

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Information & Contributors

Information

Published In

cover image ACM Conferences

IUI '12: Proceedings of the 2012 ACM international conference on Intelligent User Interfaces

February 2012

436 pages

ISBN:9781450310482

DOI:10.1145/2166966

General Chairs:
Carlos Duarte
University of Lisbon, Portugal
,
Luís Carriço
Universiy of Lisbon, Portugal
,
Program Chairs:
Joaquim Jorge
INESC-ID, Portugal
,
Sharon Oviatt
Incaa Designs, USA
,
Daniel Gonçalves
INESC-ID, Portugal

Copyright © 2012 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 14 February 2012

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IUI '12

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IUI '12: 17th International Conference on Intelligent User Interfaces

February 14 - 17, 2012

Lisbon, Portugal

Acceptance Rates

Overall Acceptance Rate 746 of 2,811 submissions, 27%

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IUI '25

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30th International Conference on Intelligent User Interfaces

March 24 - 27, 2025

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Cited By

Saccardi IMasthoff J(2024)Adapting Emotional Support in Teams: Quality of Contribution, Emotional Stability and ConscientiousnessArtificial Intelligence in Education10.1007/978-3-031-64299-9_31(353-362)Online publication date: 2-Jul-2024
https://doi.org/10.1007/978-3-031-64299-9_31
Saccardi IMasthoff J(2023)Adapting Emotional Support in Teams: Emotional Stability and ProductivityAdjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization10.1145/3563359.3597385(253-265)Online publication date: 26-Jun-2023
https://dl.acm.org/doi/10.1145/3563359.3597385
Alhathli MMasthoff JBeacham N(2020)Adapting Learning Activity Selection to Emotional Stability and CompetenceFrontiers in Artificial Intelligence10.3389/frai.2020.000113Online publication date: 24-Mar-2020
https://doi.org/10.3389/frai.2020.00011
Sidi-Ali MMasthoff JDennis MKopecky JBeacham NPapadopoulos GSamaras GWeibelzahl SJannach DSantos O(2019)Adapting Performance And Emotional Support Feedback To Cultural DifferencesProceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization10.1145/3320435.3320444(318-326)Online publication date: 7-Jun-2019
https://dl.acm.org/doi/10.1145/3320435.3320444
Smith KDennis MMasthoff JTintarev N(2019)A methodology for creating and validating psychological stories for conveying and measuring psychological traitsUser Modeling and User-Adapted Interaction10.1007/s11257-019-09219-629:3(573-618)Online publication date: 1-Jul-2019
https://dl.acm.org/doi/10.1007/s11257-019-09219-6
Smith KMasthoff J(2018)Can a virtual agent provide good emotional support?Proceedings of the 32nd International BCS Human Computer Interaction Conference10.14236/ewic/HCI2018.13(1-10)Online publication date: 4-Jul-2018
https://dl.acm.org/doi/10.14236/ewic/HCI2018.13
Ciocarlan AMasthoff JOren NBielikova MHerder EDesmarais MCena F(2017)Qualitative Study into Adapting Persuasive Games for Mental Wellbeing to Personality, Stressors and AttitudesAdjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization10.1145/3099023.3099111(402-407)Online publication date: 9-Jul-2017
https://dl.acm.org/doi/10.1145/3099023.3099111
Alhathli MMasthoff JSiddharthan ABielikova MHerder EDesmarais MCena F(2017)Should Learning Material's Selection be Adapted to Learning Style and Personality?Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization10.1145/3099023.3099079(275-280)Online publication date: 9-Jul-2017
https://dl.acm.org/doi/10.1145/3099023.3099079
Okpo JMasthoff JDennis MBeacham NCiocarlan ABielikova MHerder ECena FDesmarais M(2017)Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for LearnersProceedings of the 25th Conference on User Modeling, Adaptation and Personalization10.1145/3079628.3079674(140-147)Online publication date: 9-Jul-2017
https://dl.acm.org/doi/10.1145/3079628.3079674
Josekutty Thomas RMasthoff JOren NPapadopoulos GKuflik TChen FDuarte CFu W(2017)Personalising Healthy Eating Messages to Age, Gender and PersonalityCompanion Proceedings of the 22nd International Conference on Intelligent User Interfaces10.1145/3030024.3040986(81-84)Online publication date: 7-Mar-2017
https://dl.acm.org/doi/10.1145/3030024.3040986
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