Skip to main content
Top

2016 | OriginalPaper | Chapter

5. Acquisition of Personality

Authors : Ailbhe N. Finnerty, Bruno Lepri, Fabio Pianesi

Published in: Emotions and Personality in Personalized Services

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This chapter provides an overview of the methods that can be used to automatically acquire information about an individual’s personality. In particular, we focus our attention on the sources of data (e.g. text, audio, video, mobile phones, wearable sensors, etc.) and the features used to automatically infer personality. For each data source, we discuss the methods of extracting the cues used to detect personality, as well as the major findings. Lastly, we refer some limitations of the current research which is relevant for the advancement of the state of the art.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Aharony, N., Pan, W., Ip, C., Khayal, I., Pentland, A.: Social fmri: investigating and shaping social mechanisms in the real world. Pervasive Mob. Comput. 6, 643–659 (2011)CrossRef Aharony, N., Pan, W., Ip, C., Khayal, I., Pentland, A.: Social fmri: investigating and shaping social mechanisms in the real world. Pervasive Mob. Comput. 6, 643–659 (2011)CrossRef
2.
go back to reference Alameda-Pineda, X., Staiano, J., Subramanian, R., Batrinca, L., Ricci, E., Lepri, B., Lanz, O., Sebe, N.: Salsa: a novel dataset for multimodal group behavior analysis. arXiv:1506.06882 (2015) Alameda-Pineda, X., Staiano, J., Subramanian, R., Batrinca, L., Ricci, E., Lepri, B., Lanz, O., Sebe, N.: Salsa: a novel dataset for multimodal group behavior analysis. arXiv:​1506.​06882 (2015)
3.
go back to reference Allport, G.W.: Personality. Holt, New York (1937) Allport, G.W.: Personality. Holt, New York (1937)
4.
go back to reference Allport, G.W., Odbert, H.S.: Trait-names: a psycho-lexical study. Psychol. Monogr. 47(1), i (1936) Allport, G.W., Odbert, H.S.: Trait-names: a psycho-lexical study. Psychol. Monogr. 47(1), i (1936)
5.
go back to reference Alshamsi, A., Pianesi, F., Lepri, B., Pentland, A., Rahwan, I.: Beyond contagion: reality mining reveals complex patterns of social influence. PLoS ONE 10(8), e0135740 (2015) Alshamsi, A., Pianesi, F., Lepri, B., Pentland, A., Rahwan, I.: Beyond contagion: reality mining reveals complex patterns of social influence. PLoS ONE 10(8), e0135740 (2015)
6.
go back to reference Ambady, N., Rosenthal, R.: Thin slices of expressive behavior as predictors of interpersonal consequences: a meta-analysis. Psychol. Bull. 111(2), 256 (1992)CrossRef Ambady, N., Rosenthal, R.: Thin slices of expressive behavior as predictors of interpersonal consequences: a meta-analysis. Psychol. Bull. 111(2), 256 (1992)CrossRef
7.
go back to reference Ambady, N., Bernieri, F.J., Richeson, J.A.: Toward a histology of social behavior: judgmental accuracy from thin slices of the behavioral stream. Adv. Exp. Soc. Psychol. 32, 201–271 (2000) Ambady, N., Bernieri, F.J., Richeson, J.A.: Toward a histology of social behavior: judgmental accuracy from thin slices of the behavioral stream. Adv. Exp. Soc. Psychol. 32, 201–271 (2000)
8.
go back to reference Argamon, S., Dhawle, S., Koppel, M., Pennebaker, J.: Lexical predictors of personality type. In: Joint Annual Meeting of the Interface and the Classification Society of North America (2005) Argamon, S., Dhawle, S., Koppel, M., Pennebaker, J.: Lexical predictors of personality type. In: Joint Annual Meeting of the Interface and the Classification Society of North America (2005)
9.
go back to reference Batrinca, L., Lepri, B., Mana, N., Pianesi, F.: Multimodal recognition of personality traits in human-computer collaborative tasks. In: Proceedings of the 14th ACM international conference on multimodal interaction, pp. 39–46. ACM (2012) Batrinca, L., Lepri, B., Mana, N., Pianesi, F.: Multimodal recognition of personality traits in human-computer collaborative tasks. In: Proceedings of the 14th ACM international conference on multimodal interaction, pp. 39–46. ACM (2012)
10.
go back to reference Batrinca, L.M., Mana, N., Lepri, B., Pianesi, F., Sebe, N.: Please, tell me about yourself: automatic personality assessment using short self-presentations. In: Proceedings of the 13th international conference on multimodal interfaces, pp. 255–262. ACM (2011) Batrinca, L.M., Mana, N., Lepri, B., Pianesi, F., Sebe, N.: Please, tell me about yourself: automatic personality assessment using short self-presentations. In: Proceedings of the 13th international conference on multimodal interfaces, pp. 255–262. ACM (2011)
11.
go back to reference Bennett, P.N., Svore, K., Dumais, S.T.: Classification-enhanced ranking. In: Proceedings of the 19th International Conference on World Wide Web, pp. 111–120. ACM (2010) Bennett, P.N., Svore, K., Dumais, S.T.: Classification-enhanced ranking. In: Proceedings of the 19th International Conference on World Wide Web, pp. 111–120. ACM (2010)
12.
go back to reference Biel, J.-I., Aran, O., Gatica-Perez, D.: Personality impressions and nonverbal behavior in youtube. In: ICWSM, You are Known by How You Vlog (2011) Biel, J.-I., Aran, O., Gatica-Perez, D.: Personality impressions and nonverbal behavior in youtube. In: ICWSM, You are Known by How You Vlog (2011)
13.
go back to reference Celli, F., Bruni, E., Lepri, B.: Automatic personality and interaction style recognition from facebook profile pictures. In: Proceedings of the ACM International Conference on Multimedia, pp. 1101–1104. ACM (2014) Celli, F., Bruni, E., Lepri, B.: Automatic personality and interaction style recognition from facebook profile pictures. In: Proceedings of the ACM International Conference on Multimedia, pp. 1101–1104. ACM (2014)
14.
go back to reference Chittaranjan, G., Blom, J., Gatica-Perez, D.: Who’s who with big-five: analyzing and classifying personality traits with smartphones. In: 15th Annual International Symposium on Wearable Computers (ISWC), pp. 29–36. IEEE (2011) Chittaranjan, G., Blom, J., Gatica-Perez, D.: Who’s who with big-five: analyzing and classifying personality traits with smartphones. In: 15th Annual International Symposium on Wearable Computers (ISWC), pp. 29–36. IEEE (2011)
15.
go back to reference Chittaranjan, G., Blom, J., Gatica-Perez, D.: Mining large-scale smartphone data for personality studies. Pers. Ubiquit. Comput. 17(3), 433–450 (2013)CrossRef Chittaranjan, G., Blom, J., Gatica-Perez, D.: Mining large-scale smartphone data for personality studies. Pers. Ubiquit. Comput. 17(3), 433–450 (2013)CrossRef
16.
go back to reference Costa, P.T., McCrae, R.R.: Four ways five factors are basic. Pers. Individ. Differ. 13(6), 653–665 (1992) Costa, P.T., McCrae, R.R.: Four ways five factors are basic. Pers. Individ. Differ. 13(6), 653–665 (1992)
17.
go back to reference Csikszentmihalyi, M., Larson, R.: Validity and reliability of the experience-sampling method. J. Nerv. Ment. Dis. 175(9), 526–536 (1987)CrossRef Csikszentmihalyi, M., Larson, R.: Validity and reliability of the experience-sampling method. J. Nerv. Ment. Dis. 175(9), 526–536 (1987)CrossRef
18.
go back to reference de Montjoye, Y.-A., Quoidbach, J., Robic, F., Pentland, A.S.: Predicting personality using novel mobile phone-based metrics. In: Social Computing, Behavioral-Cultural Modeling and Prediction, pp. 48–55. Springer (2013) de Montjoye, Y.-A., Quoidbach, J., Robic, F., Pentland, A.S.: Predicting personality using novel mobile phone-based metrics. In: Social Computing, Behavioral-Cultural Modeling and Prediction, pp. 48–55. Springer (2013)
19.
go back to reference de Oliveira, R., Karatzoglou, A., Concejero Cerezo, P., Lopez de Vicuña, A.A., Oliver, N.: Towards a psychographic user model from mobile phone usage. In: CHI’11 Extended Abstracts on Human Factors in Computing Systems, pp 2191–2196. ACM (2011) de Oliveira, R., Karatzoglou, A., Concejero Cerezo, P., Lopez de Vicuña, A.A., Oliver, N.: Towards a psychographic user model from mobile phone usage. In: CHI’11 Extended Abstracts on Human Factors in Computing Systems, pp 2191–2196. ACM (2011)
20.
go back to reference Ducheneaut, N., Bellotti, V.: E-mail as habitat: an exploration of embedded personal information management. Interactions 8(5), 30–38 (2001)CrossRef Ducheneaut, N., Bellotti, V.: E-mail as habitat: an exploration of embedded personal information management. Interactions 8(5), 30–38 (2001)CrossRef
21.
go back to reference Ekman, P., Freisen, W.V., Ancoli, S.: Facial signs of emotional experience. J. Pers. Soc. Psychol. 39(6), 1125 (1980) Ekman, P., Freisen, W.V., Ancoli, S.: Facial signs of emotional experience. J. Pers. Soc. Psychol. 39(6), 1125 (1980)
22.
go back to reference Fleeson, W.: Toward a structure-and process-integrated view of personality: traits as density distributions of states. J. Pers. Soc. Psychol. 80(6), 1011 (2001)CrossRef Fleeson, W.: Toward a structure-and process-integrated view of personality: traits as density distributions of states. J. Pers. Soc. Psychol. 80(6), 1011 (2001)CrossRef
23.
go back to reference Furnham, A.: Language and Personality (1990) Furnham, A.: Language and Personality (1990)
24.
go back to reference Furnham, A., Fudge, C.: The five factor model of personality and sales performance. J. Individ. Differ. 29(1), 11 (2008)CrossRef Furnham, A., Fudge, C.: The five factor model of personality and sales performance. J. Individ. Differ. 29(1), 11 (2008)CrossRef
25.
go back to reference Golbeck, J., Robles, C., Edmondson, M., Turner, K.: Predicting personality from twitter. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), pp 149–156. IEEE (2011) Golbeck, J., Robles, C., Edmondson, M., Turner, K.: Predicting personality from twitter. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), pp 149–156. IEEE (2011)
26.
go back to reference Golbeck, J., Robles, C., Turner, K.: Predicting personality with social media. In: CHI’11 Extended Abstracts on Human Factors in Computing Systems, pp. 253–262. ACM (2011) Golbeck, J., Robles, C., Turner, K.: Predicting personality with social media. In: CHI’11 Extended Abstracts on Human Factors in Computing Systems, pp. 253–262. ACM (2011)
27.
go back to reference Gosling, S.D., Vazire, S., Srivastava, S., John, O.P.: Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires. Am. Psychol. 59(2), 93 (2004) Gosling, S.D., Vazire, S., Srivastava, S., John, O.P.: Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires. Am. Psychol. 59(2), 93 (2004)
28.
go back to reference Grafsgaard, J.F., Wiggins, J.B., Vail, A.K., Boyer, K.E., Wiebe, E.N., Lester, J.C.: The additive value of multimodal features for predicting engagement, frustration, and learning during tutoring. In: Proceedings of the 16th International Conference on Multimodal Interaction, pp. 42–49. ACM (2014) Grafsgaard, J.F., Wiggins, J.B., Vail, A.K., Boyer, K.E., Wiebe, E.N., Lester, J.C.: The additive value of multimodal features for predicting engagement, frustration, and learning during tutoring. In: Proceedings of the 16th International Conference on Multimodal Interaction, pp. 42–49. ACM (2014)
29.
go back to reference Hall, J., Watson, W.H.: The effects of a normative intervention on group decision-making performance. Hum. Relat. 299–317 (1970) Hall, J., Watson, W.H.: The effects of a normative intervention on group decision-making performance. Hum. Relat. 299–317 (1970)
30.
go back to reference Hogan, R., Curphy, G.J., Hogan, J.: What we know about leadership: effectiveness and personality. Am. Psychol. 49(6), 493 (1994) Hogan, R., Curphy, G.J., Hogan, J.: What we know about leadership: effectiveness and personality. Am. Psychol. 49(6), 493 (1994)
31.
go back to reference Holtgraves, T.: Text messaging, personality, and the social context. J. Res. Pers. 45(1), 92–99 (2011)CrossRef Holtgraves, T.: Text messaging, personality, and the social context. J. Res. Pers. 45(1), 92–99 (2011)CrossRef
32.
go back to reference Hurtz, G.M., Donovan, J.J.: Personality and job performance: the big five revisited. J. Appl. Psychol. 85(6), 869 (2000) Hurtz, G.M., Donovan, J.J.: Personality and job performance: the big five revisited. J. Appl. Psychol. 85(6), 869 (2000)
33.
go back to reference Iacobelli, F., Gill, A.J., Nowson, S., Oberlander, J.: Large scale personality classification of bloggers. In: Affective Computing and Intelligent Interaction, pp. 568–577. Springer (2011) Iacobelli, F., Gill, A.J., Nowson, S., Oberlander, J.: Large scale personality classification of bloggers. In: Affective Computing and Intelligent Interaction, pp. 568–577. Springer (2011)
34.
go back to reference James, S., Uleman, S., Saribay, A., Gonzalez, C.M.: Spontaneous inferences, implicit impressions, and implicit theories. Annu. Rev. Psychol. 59, 329–360 (2008) James, S., Uleman, S., Saribay, A., Gonzalez, C.M.: Spontaneous inferences, implicit impressions, and implicit theories. Annu. Rev. Psychol. 59, 329–360 (2008)
35.
go back to reference Jayagopi, D.B., Hung, H., Yeo, C., Gatica-Perez, D.: Modeling dominance in group conversations using nonverbal activity cues. IEEE Trans. Audio Speech Lang. Process. 17(3), 501–513 (2009) Jayagopi, D.B., Hung, H., Yeo, C., Gatica-Perez, D.: Modeling dominance in group conversations using nonverbal activity cues. IEEE Trans. Audio Speech Lang. Process. 17(3), 501–513 (2009)
36.
go back to reference John, O.P., Srivastava, S.: The big five trait taxonomy: history, measurement, and theoretical perspectives. Handb. Pers. Theory Res. 2, 102–138 (1999) John, O.P., Srivastava, S.: The big five trait taxonomy: history, measurement, and theoretical perspectives. Handb. Pers. Theory Res. 2, 102–138 (1999)
37.
go back to reference Judge, T.A., Bono, J.E., Ilies, R., Gerhardt, M.W.: Personality and leadership: a qualitative and quantitative review. J. Appl. Psychol. 87(4), 765 (2002) Judge, T.A., Bono, J.E., Ilies, R., Gerhardt, M.W.: Personality and leadership: a qualitative and quantitative review. J. Appl. Psychol. 87(4), 765 (2002)
38.
go back to reference Kalimeri, K., Lepri, B., Pianesi, F.: Going beyond traits: multimodal classification of personality states in the wild. In: Proceedings of the 15th ACM on International Conference on Multimodal Interaction, pp. 27–34. ACM (2013) Kalimeri, K., Lepri, B., Pianesi, F.: Going beyond traits: multimodal classification of personality states in the wild. In: Proceedings of the 15th ACM on International Conference on Multimodal Interaction, pp. 27–34. ACM (2013)
39.
go back to reference Kelley, J.F.: An empirical methodology for writing user-friendly natural language computer applications. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 193–196. ACM (1983) Kelley, J.F.: An empirical methodology for writing user-friendly natural language computer applications. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 193–196. ACM (1983)
40.
go back to reference King, G.: Ensuring the data-rich future of the social sciences (2011) King, G.: Ensuring the data-rich future of the social sciences (2011)
41.
go back to reference Kocielnik, R., Sidorova, N., Maggi, F.M., Ouwerkerk, M., Westerink, J.H.D.M.: Smart technologies for long-term stress monitoring at work. In: IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS), 2013, pp. 53–58. IEEE (2013) Kocielnik, R., Sidorova, N., Maggi, F.M., Ouwerkerk, M., Westerink, J.H.D.M.: Smart technologies for long-term stress monitoring at work. In: IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS), 2013, pp. 53–58. IEEE (2013)
42.
go back to reference Kosinski, M., Stillwell, D., Graepel, T.: Private traits and attributes are predictable from digital records of human behavior. Proc. Natl. Acad. Sci. 110(15), 5802–5805 (2013)CrossRef Kosinski, M., Stillwell, D., Graepel, T.: Private traits and attributes are predictable from digital records of human behavior. Proc. Natl. Acad. Sci. 110(15), 5802–5805 (2013)CrossRef
43.
go back to reference Kosinski, M., Bachrach, Y., Kohli, P., Stillwell, D., Graepel, T.: Manifestations of user personality in website choice and behaviour on online social networks. Mach. Learn. 95(3), 357–380 (2014)MathSciNetCrossRef Kosinski, M., Bachrach, Y., Kohli, P., Stillwell, D., Graepel, T.: Manifestations of user personality in website choice and behaviour on online social networks. Mach. Learn. 95(3), 357–380 (2014)MathSciNetCrossRef
44.
go back to reference Lepri, B., Subramanian, R., Kalimeri, K., Staiano, J., Pianesi, F., Sebe, N.: Employing social gaze and speaking activity for automatic determination of the extraversion trait. In: International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, p. 7. ACM (2010) Lepri, B., Subramanian, R., Kalimeri, K., Staiano, J., Pianesi, F., Sebe, N.: Employing social gaze and speaking activity for automatic determination of the extraversion trait. In: International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, p. 7. ACM (2010)
45.
go back to reference Lepri, B., Subramanian, R., Kalimeri, K., Staiano, J., Pianesi, F., Sebe, N.: Connecting meeting behavior with extraversion; a systematic study. IEEE Trans. Affect. Comput. 3(4), 443–455 (2012) Lepri, B., Subramanian, R., Kalimeri, K., Staiano, J., Pianesi, F., Sebe, N.: Connecting meeting behavior with extraversion; a systematic study. IEEE Trans. Affect. Comput. 3(4), 443–455 (2012)
46.
go back to reference Lepri, B., Staiano, J., Rigato, G., Kalimeri, K., Finnerty, A., Pianesi, F., Sebe, N., Pentland, A.: The sociometric badges corpus: a multilevel behavioral dataset for social behavior in complex organizations. In: Privacy, Security, Risk and Trust (PASSAT), 2012 International Conference on and 2012 International Conference on Social Computing (SocialCom), pp. 623–628. IEEE (2012) Lepri, B., Staiano, J., Rigato, G., Kalimeri, K., Finnerty, A., Pianesi, F., Sebe, N., Pentland, A.: The sociometric badges corpus: a multilevel behavioral dataset for social behavior in complex organizations. In: Privacy, Security, Risk and Trust (PASSAT), 2012 International Conference on and 2012 International Conference on Social Computing (SocialCom), pp. 623–628. IEEE (2012)
47.
go back to reference Mairesse, F., Walker, M.: Automatic recognition of personality in conversation. In: Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers, pp. 85–88. Association for Computational Linguistics (2006) Mairesse, F., Walker, M.: Automatic recognition of personality in conversation. In: Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers, pp. 85–88. Association for Computational Linguistics (2006)
48.
go back to reference Mairesse, F., Walker, M.A., Mehl, M.R., Moore, R.K.: Using linguistic cues for the automatic recognition of personality in conversation and text. J. Artif. Intell. Res. 457–500 (2007) Mairesse, F., Walker, M.A., Mehl, M.R., Moore, R.K.: Using linguistic cues for the automatic recognition of personality in conversation and text. J. Artif. Intell. Res. 457–500 (2007)
49.
go back to reference Mallory, E.B., Miller, V.R.: A possible basis for the association of voice characteristics and personality traits. Commun. Monogr. 25(4), 255–260 (1958) Mallory, E.B., Miller, V.R.: A possible basis for the association of voice characteristics and personality traits. Commun. Monogr. 25(4), 255–260 (1958)
50.
go back to reference Matthews, G., Campbell, S.E.: Sustained performance under overload: Personality and individual differences in stress and coping. Theoret. Issues Ergonomics Sci. 10(5), 417–442 (2009) Matthews, G., Campbell, S.E.: Sustained performance under overload: Personality and individual differences in stress and coping. Theoret. Issues Ergonomics Sci. 10(5), 417–442 (2009)
51.
go back to reference Mehl, M.R., Pennebaker, J.W., Michael Crow, D., Dabbs, J., Price, J.H.: The electronically activated recorder (ear): a device for sampling naturalistic daily activities and conversations. Behav. Res. Methods Instrum. Comput 33(4), 517–523 (2001) Mehl, M.R., Pennebaker, J.W., Michael Crow, D., Dabbs, J., Price, J.H.: The electronically activated recorder (ear): a device for sampling naturalistic daily activities and conversations. Behav. Res. Methods Instrum. Comput 33(4), 517–523 (2001)
52.
go back to reference Mehl, M.R., Gosling, S.D., Pennebaker, J.W.: Personality in its natural habitat: manifestations and implicit folk theories of personality in daily life. J. Pers. Soc. Psychol. 90(5), 862 (2006) Mehl, M.R., Gosling, S.D., Pennebaker, J.W.: Personality in its natural habitat: manifestations and implicit folk theories of personality in daily life. J. Pers. Soc. Psychol. 90(5), 862 (2006)
53.
go back to reference Miller, G.: The smartphone psychology manifesto. Perspect. Psychol. Sci. 7(3), 221–237 (2012)CrossRef Miller, G.: The smartphone psychology manifesto. Perspect. Psychol. Sci. 7(3), 221–237 (2012)CrossRef
54.
go back to reference Mischel, W.: Personality and Assessment. Psychology Press (2013) Mischel, W.: Personality and Assessment. Psychology Press (2013)
55.
go back to reference Mohammadi, G., Vinciarelli, A.: Automatic personality perception: prediction of trait attribution based on prosodic features. IEEE Trans. Affect. Comput. 3(3), 273–284 (2012)CrossRef Mohammadi, G., Vinciarelli, A.: Automatic personality perception: prediction of trait attribution based on prosodic features. IEEE Trans. Affect. Comput. 3(3), 273–284 (2012)CrossRef
56.
go back to reference Mohammadi, G., Vinciarelli, A., Mortillaro, M.: The voice of personality: mapping nonverbal vocal behavior into trait attributions. In: Proceedings of the 2nd International Workshop on Social Signal Processing, pp. 17–20. ACM (2010) Mohammadi, G., Vinciarelli, A., Mortillaro, M.: The voice of personality: mapping nonverbal vocal behavior into trait attributions. In: Proceedings of the 2nd International Workshop on Social Signal Processing, pp. 17–20. ACM (2010)
57.
go back to reference Murray, H.G., Rushton, J.P., Paunonen, S.V.: Teacher personality traits and student instructional ratings in six types of university courses. J. Educ. Psychol. 82(2), 250 (1990) Murray, H.G., Rushton, J.P., Paunonen, S.V.: Teacher personality traits and student instructional ratings in six types of university courses. J. Educ. Psychol. 82(2), 250 (1990)
58.
go back to reference Nguyen, T., Phung, D., Adams, B., Venkatesh, S.: Towards discovery of influence and personality traits through social link prediction. In: Proceedings of the International AAAI Conference on Weblogs and Social Media, pp. 566–569 (2011) Nguyen, T., Phung, D., Adams, B., Venkatesh, S.: Towards discovery of influence and personality traits through social link prediction. In: Proceedings of the International AAAI Conference on Weblogs and Social Media, pp. 566–569 (2011)
59.
go back to reference Oberlander, J., Nowson, S.: Whose thumb is it anyway?: classifying author personality from weblog text. In: Proceedings of the COLING/ACL on Main Conference Poster Sessions, pp. 627–634. Association for Computational Linguistics (2006) Oberlander, J., Nowson, S.: Whose thumb is it anyway?: classifying author personality from weblog text. In: Proceedings of the COLING/ACL on Main Conference Poster Sessions, pp. 627–634. Association for Computational Linguistics (2006)
60.
go back to reference Olguın, D.O., Gloor, P.A., Pentland, A.S.: Capturing individual and group behavior with wearable sensors. In: Proceedings of the 2009 AAAI Spring Symposium on Human Behavior Modeling, SSS, vol. 9 (2009) Olguın, D.O., Gloor, P.A., Pentland, A.S.: Capturing individual and group behavior with wearable sensors. In: Proceedings of the 2009 AAAI Spring Symposium on Human Behavior Modeling, SSS, vol. 9 (2009)
61.
go back to reference Olguín, D.O., Waber, B.N., Kim, T., Mohan, A., Ara, K., Pentland, A.: Sensible organizations: technology and methodology for automatically measuring organizational behavior. IEEE Trans. Syst. Man Cybernet. B: Cybernet. 39(1), 43–55 (2009) Olguín, D.O., Waber, B.N., Kim, T., Mohan, A., Ara, K., Pentland, A.: Sensible organizations: technology and methodology for automatically measuring organizational behavior. IEEE Trans. Syst. Man Cybernet. B: Cybernet. 39(1), 43–55 (2009)
62.
go back to reference Park, G., Schwartz, H.A., Eichstaedt, J.C., Kern, M.L., Kosinski, M., Stillwell, D.J., Ungar, L.H., Seligman, M.E.P.: Automatic personality assessment through social media language. J. Pers. Soc. Psychol. 108(6), 934 (2015) Park, G., Schwartz, H.A., Eichstaedt, J.C., Kern, M.L., Kosinski, M., Stillwell, D.J., Ungar, L.H., Seligman, M.E.P.: Automatic personality assessment through social media language. J. Pers. Soc. Psychol. 108(6), 934 (2015)
63.
go back to reference Pennebaker, J.W., King, L.A.: Linguistic styles: language use as an individual difference. J. Pers. Soc. Psychol. 77(6), 1296 (1999) Pennebaker, J.W., King, L.A.: Linguistic styles: language use as an individual difference. J. Pers. Soc. Psychol. 77(6), 1296 (1999)
64.
go back to reference Pianesi, F., Mana, N., Cappelletti, A., Lepri, B., Zancanaro, M.: Multimodal recognition of personality traits in social interactions. In: Proceedings of the 10th International Conference on Multimodal Interfaces, pp. 53–60. ACM (2008) Pianesi, F., Mana, N., Cappelletti, A., Lepri, B., Zancanaro, M.: Multimodal recognition of personality traits in social interactions. In: Proceedings of the 10th International Conference on Multimodal Interfaces, pp. 53–60. ACM (2008)
65.
go back to reference Picard, R.W., Healey, J.: Affective wearables. Pers. Technol. 1(4), 231–240 (1997) Picard, R.W., Healey, J.: Affective wearables. Pers. Technol. 1(4), 231–240 (1997)
66.
go back to reference Quercia, D., Kosinski, M., Stillwell, D., Crowcroft, J.: Our twitter profiles, our selves: Predicting personality with twitter. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011, pp. 180–185. IEEE (2011) Quercia, D., Kosinski, M., Stillwell, D., Crowcroft, J.: Our twitter profiles, our selves: Predicting personality with twitter. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011, pp. 180–185. IEEE (2011)
67.
go back to reference Quercia, D., Las Casas, D.B., Pesce, J.P., Stillwell, D., Kosinski, M., Almeida, V., Crowcroft, J.: Facebook and privacy: the balancing act of personality, gender, and relationship currency. In: Proceedings of the 2012 ACM Conference on Computer Supported Collaborative Work (2012) Quercia, D., Las Casas, D.B., Pesce, J.P., Stillwell, D., Kosinski, M., Almeida, V., Crowcroft, J.: Facebook and privacy: the balancing act of personality, gender, and relationship currency. In: Proceedings of the 2012 ACM Conference on Computer Supported Collaborative Work (2012)
68.
go back to reference Robert, R.: McCrae and Paul T Costa. Validation of the five-factor model of personality across instruments and observers. J. Pers. Soc. Psychol. 52(1), 81 (1987) Robert, R.: McCrae and Paul T Costa. Validation of the five-factor model of personality across instruments and observers. J. Pers. Soc. Psychol. 52(1), 81 (1987)
69.
go back to reference Scherer, K.: Personality inference from voice quality: the loud voice of extroversion. Eur. J. Soc. Psychol. 8, 467–487 (1978)CrossRef Scherer, K.: Personality inference from voice quality: the loud voice of extroversion. Eur. J. Soc. Psychol. 8, 467–487 (1978)CrossRef
70.
go back to reference Scherer, K.: Personality Markers in Speech. Cambridge University Press (1979) Scherer, K.: Personality Markers in Speech. Cambridge University Press (1979)
71.
go back to reference Schwartz, A.H., Eichstaedt, J.C., Kern, M.L., Dziurzynski, L., Ramones, S.M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M.E.P., et al.: Personality, gender, and age in the language of social media: the open-vocabulary approach. PloS one 8(9), e73791 (2013)CrossRef Schwartz, A.H., Eichstaedt, J.C., Kern, M.L., Dziurzynski, L., Ramones, S.M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M.E.P., et al.: Personality, gender, and age in the language of social media: the open-vocabulary approach. PloS one 8(9), e73791 (2013)CrossRef
72.
go back to reference Shen, J., Brdiczka, O., Liu, J.: Understanding email writers: personality prediction from email messages. In: User Modeling, Adaptation, and Personalization, pp. 318–330. Springer (2013) Shen, J., Brdiczka, O., Liu, J.: Understanding email writers: personality prediction from email messages. In: User Modeling, Adaptation, and Personalization, pp. 318–330. Springer (2013)
73.
go back to reference Staiano, J., Lepri, B., Kalimeri, K., Sebe, N., Pianesi, F.: Contextual modeling of personality states’ dynamics in face-to-face interactions. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom) (2011) Staiano, J., Lepri, B., Kalimeri, K., Sebe, N., Pianesi, F.: Contextual modeling of personality states’ dynamics in face-to-face interactions. In: IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom) (2011)
74.
go back to reference Staiano, J., Lepri, B., Subramanian, R., Sebe, N., Pianesi, F.: Automatic modeling of personality states in small group interactions. In: Proceedings of the 19th ACM International Conference on Multimedia, pp. 989–992. ACM (2011) Staiano, J., Lepri, B., Subramanian, R., Sebe, N., Pianesi, F.: Automatic modeling of personality states in small group interactions. In: Proceedings of the 19th ACM International Conference on Multimedia, pp. 989–992. ACM (2011)
75.
go back to reference Staiano, J., Lepri, B., Aharony, N., Pianesi, F., Sebe, N., Pentland, A.: Friends don’t lie: inferring personality traits from social network structure. In: Proceedings of the 2012 ACM Conference on Ubiquitous Computing, pp. 321–330. ACM (2012) Staiano, J., Lepri, B., Aharony, N., Pianesi, F., Sebe, N., Pentland, A.: Friends don’t lie: inferring personality traits from social network structure. In: Proceedings of the 2012 ACM Conference on Ubiquitous Computing, pp. 321–330. ACM (2012)
76.
go back to reference Teso, S., Staiano, J., Lepri, B., Passerini, A., Pianesi, F.: Ego-centric graphlets for personality and affective states recognition. In: International Conference on Social Computing (SocialCom), pp. 874–877. IEEE (2013) Teso, S., Staiano, J., Lepri, B., Passerini, A., Pianesi, F.: Ego-centric graphlets for personality and affective states recognition. In: International Conference on Social Computing (SocialCom), pp. 874–877. IEEE (2013)
77.
go back to reference Vinciarelli, A., Mohammadi, G.: A survey of personality computing. IEEE Trans. Affect. Comput. (2014) Vinciarelli, A., Mohammadi, G.: A survey of personality computing. IEEE Trans. Affect. Comput. (2014)
78.
go back to reference Walsh, W.B., Craink, K.H., Price, R.H.: Person-Environment Psychology: New Directions and Perspectives. Lawrence Erlbaum, Mahwah (2000) Walsh, W.B., Craink, K.H., Price, R.H.: Person-Environment Psychology: New Directions and Perspectives. Lawrence Erlbaum, Mahwah (2000)
79.
go back to reference Youyou, W., Kosinski, M., Stillwell, D.: Computer-based personality judgments are more accurate than those made by humans. Proc. Natl. Acad. Sci. 112(4), 1036–1040 (2015)CrossRef Youyou, W., Kosinski, M., Stillwell, D.: Computer-based personality judgments are more accurate than those made by humans. Proc. Natl. Acad. Sci. 112(4), 1036–1040 (2015)CrossRef
80.
go back to reference Zimmer, M.: but the data is already public: on the ethics of research in facebook. Ethics Inf. Technol. 12(4), 313–325 (2010) Zimmer, M.: but the data is already public: on the ethics of research in facebook. Ethics Inf. Technol. 12(4), 313–325 (2010)
Metadata
Title
Acquisition of Personality
Authors
Ailbhe N. Finnerty
Bruno Lepri
Fabio Pianesi
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-31413-6_5