Making conversations with chatbots more personalized
Many of the world's leading brands and increasingly government agencies are using intelligent agent technologies, also known as chatbots to interact with consumers. However, consumer satisfaction with chatbots is mixed. Consumers report frustration with chatbots arising from misunderstood quest...
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| Veröffentlicht in: | Computers in human behavior Jg. 117; S. 106627 |
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| Hauptverfasser: | , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elmsford
Elsevier Ltd
01.04.2021
Elsevier Science Ltd |
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| ISSN: | 0747-5632, 1873-7692 |
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| Abstract | Many of the world's leading brands and increasingly government agencies are using intelligent agent technologies, also known as chatbots to interact with consumers. However, consumer satisfaction with chatbots is mixed. Consumers report frustration with chatbots arising from misunderstood questions, irrelevant responses, and poor integration with human service agents. This study examines whether human-computer interactions can be more personalized by matching consumer personality with congruent machine personality using language. Although the idea that personality is manifested through language, and that people are more likely to be responsive to others with the same personality is well known, there is a dearth of research that examines whether this is consistent for human-computer interactions. Based on a sample of over 57,000 chatbot interactions, this study demonstrates that consumer personality can be predicted during contextual interactions, and that chatbots can be manipulated to ‘assume a personality’ using response language. Matching consumer personality with congruent chatbot personality had a positive impact on consumer engagement with chatbots and purchasing outcomes for interactions involving social gain.
•Consumer personality can be predicted using machine learning.•Response language can be used to infer chatbot personality.•Matched consumer-chatbot personality improves sales and engagement.•Matching is most beneficial for socially important interactions. |
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| AbstractList | Many of the world's leading brands and increasingly government agencies are using intelligent agent technologies, also known as chatbots to interact with consumers. However, consumer satisfaction with chatbots is mixed. Consumers report frustration with chatbots arising from misunderstood questions, irrelevant responses, and poor integration with human service agents. This study examines whether human-computer interactions can be more personalized by matching consumer personality with congruent machine personality using language. Although the idea that personality is manifested through language, and that people are more likely to be responsive to others with the same personality is well known, there is a dearth of research that examines whether this is consistent for human-computer interactions. Based on a sample of over 57,000 chatbot interactions, this study demonstrates that consumer personality can be predicted during contextual interactions, and that chatbots can be manipulated to 'assume a personality' using response language. Matching consumer personality with congruent chatbot personality had a positive impact on consumer engagement with chatbots and purchasing outcomes for interactions involving social gain. Many of the world's leading brands and increasingly government agencies are using intelligent agent technologies, also known as chatbots to interact with consumers. However, consumer satisfaction with chatbots is mixed. Consumers report frustration with chatbots arising from misunderstood questions, irrelevant responses, and poor integration with human service agents. This study examines whether human-computer interactions can be more personalized by matching consumer personality with congruent machine personality using language. Although the idea that personality is manifested through language, and that people are more likely to be responsive to others with the same personality is well known, there is a dearth of research that examines whether this is consistent for human-computer interactions. Based on a sample of over 57,000 chatbot interactions, this study demonstrates that consumer personality can be predicted during contextual interactions, and that chatbots can be manipulated to ‘assume a personality’ using response language. Matching consumer personality with congruent chatbot personality had a positive impact on consumer engagement with chatbots and purchasing outcomes for interactions involving social gain. •Consumer personality can be predicted using machine learning.•Response language can be used to infer chatbot personality.•Matched consumer-chatbot personality improves sales and engagement.•Matching is most beneficial for socially important interactions. |
| ArticleNumber | 106627 |
| Author | Shumanov, Michael Johnson, Lester |
| Author_xml | – sequence: 1 givenname: Michael surname: Shumanov fullname: Shumanov, Michael email: mshumanov@swin.edu.au, shumanmi@gmail.com organization: Department of Business Technology & Entrepreneurship Swinburne University of Technology, Australia – sequence: 2 givenname: Lester surname: Johnson fullname: Johnson, Lester organization: Department of Management & Marketing Swinburne University of Technology, Australia |
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| Cites_doi | 10.1006/obhd.2000.2885 10.1080/00223890802388459 10.1016/j.jrp.2010.04.001 10.1207/s15326950dp4203_1 10.1016/S0747-5632(00)00017-0 10.1016/j.joep.2011.03.008 10.1371/journal.pone.0073791 10.1613/jair.2349 10.1371/journal.pone.0171774 10.1111/1467-6494.00124 10.1177/0265407597143008 10.1007/s11747-015-0426-9 10.1016/j.paid.2014.05.020 10.1146/annurev.psych.54.101601.145041 10.1509/jmkr.40.3.249.19241 10.1037/0022-3514.77.6.1296 10.1509/jmkg.69.2.61.60759 10.1073/pnas.1418680112 10.1007/s11747-007-0069-6 10.1509/jmkg.64.3.50.18024 10.1177/0956797611436349 10.1073/pnas.1710966114 10.1257/jep.21.2.153 10.1002/mar.4220090306 10.1177/0261927X12460844 10.1037/0022-3514.90.5.862 10.1037/0021-9010.87.1.43 10.1002/dir.10074 10.1177/014920637900500101 10.1080/10447318.2011.622971 10.1509/jmkr.43.2.182 10.3389/fnhum.2018.00105 10.1207/s15327752jpa5004_7 10.1037/0022-3514.52.1.81 10.1016/j.jrp.2012.08.008 10.1016/j.jrp.2009.01.006 10.1057/ejis.2014.10 10.1037/h0023559 10.2307/25148821 10.1016/j.compedu.2012.03.003 10.1037/0022-3514.94.2.334 10.1348/096317907X248842 10.1111/0022-4537.00153 10.1016/S1057-7408(16)30083-3 |
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| References | Fast, Funder (bib17) 2008; 94 Arnoux, Xu, Boyette, Mahmud, Akkiraju, Sinha (bib2) 2017 Digital (bib15) 2018 Sweezey (bib55) 2019 Berkovsky, Taib, Koprinska, Wang, Zeng, Li (bib6) 2019 Wang, Wei (bib60) 2012; 28 Matz, Kosinski, Nave, Stillwell (bib32) 2017; 28 Holtgraves, Ireland, Mehl (bib22) 2014 John (bib26) 1990; Vols. 66–100 Hamburger, Ben-Artzi (bib19) 2000; 16 Oberlander, Gill (bib42) 2006; 42 Plank, Hovy (bib46) 2015 Bucklin, Sismeiro (bib8) 2003; 40 Lee, Ahn, Kim (bib29) 2014; 69 Uysal, Pohlmeier (bib58) 2011; 32 Darr, Kurtzberg (bib13) 2000; 82 Aaker, Stayman (bib1) 1992; 9 Meuter, Ostrom, Roundtree, Bitner (bib38) 2000; 64 McElroy, Hendrickson, Townsend, DeMarie (bib34) 2007; 31 Barrick, Stewart, Piotrowski (bib5) 2002; 87 Klein, Lim, Saltz, Mayer (bib27) 2004; 48 Pennebaker, King (bib44) 1999; 77 Moe, Fader (bib39) 2004; 18 McCrae, Costa (bib33) 1987; 52 Mehl, Gosling, Pennebaker (bib36) 2006; 90 Danaher, Mullarkey, Essegaier (bib12) 2006; 43 Beukeboom, Tanis, Vermeulen (bib7) 2013; 32 Hirsh, Kang, Bodenhausen (bib20) 2012; 23 Meuter, Bitner, Ostrom, Brown (bib37) 2005; 69 Tsvetkova, García-Gavilanes, Floridi, Yasseri (bib57) 2017; 12 Terzis, Moridis, Economides (bib56) 2012; 59 Vargo, Lusch (bib59) 2008; 36 Bachrach, Kosinski, Graepel, Kohli, Stillwell (bib3) 2012 Cohen, Minor, Baillie, Dahir (bib11) 2008; 90 Hirsh, Peterson (bib21) 2009; 43 Levitt, List, Bardsley, Becker, Gilbert, Gneezy (bib30) 2006; 21 Ruijten (bib49) 2019 Zuckerman, Kuhlman (bib65) 2000; 68 Barnett, Pearson, Pearson, Kellermanns (bib4) 2015; 24 Byrne (bib9) 1997; 14 Hoppe, Loetscher, Morey, Bulling (bib23) 2018; 12 Elliott (bib16) 2018 McFerran, Moore, Packard (bib35) 2019; 60 Wright (bib61) 2014 Mairesse, Walker, Mehl, Moore (bib31) 2007; 30 Pennebaker, Mehl, Niederhoffer (bib45) 2003; 54 bib25 Devendorf, Highhouse (bib14) 2008; 81 Horzyk, Magierski, Mklaszewski (bib24) 2009 Schneider (bib50) 2017 Nass, Moon (bib41) 2000; 56 Statista (bib53) 2019 Youyou, Kosinski, Stillwell (bib63) 2015; 12 Qiu, Lin, Ramsay, Yang (bib48) 2012; 46 Schnurr, Rosenberg, Oxman, Tucker (bib51) 1986; 50 Yarkoni (bib62) 2010; 44 Svendsen, Johnsen, Almås-Sørensen, Vittersø (bib54) 2011 Byrne, Clore, Worchel (bib10) 1966; 4 Kumar, Dixit, Javalgi, Dass (bib28) 2016; 44 Moon (bib40) 2002; 12 PMI Pulse of the Profession (bib47) Zmud (bib64) 1979; 5 Schwartz, Eichstaedt, Kern, Dziurzynski, Ramones, Agrawal (bib52) 2013; 8 Meuter (10.1016/j.chb.2020.106627_bib38) 2000; 64 Horzyk (10.1016/j.chb.2020.106627_bib24) 2009 Devendorf (10.1016/j.chb.2020.106627_bib14) 2008; 81 Klein (10.1016/j.chb.2020.106627_bib27) 2004; 48 Tsvetkova (10.1016/j.chb.2020.106627_bib57) 2017; 12 Bucklin (10.1016/j.chb.2020.106627_bib8) 2003; 40 Barnett (10.1016/j.chb.2020.106627_bib4) 2015; 24 Zmud (10.1016/j.chb.2020.106627_bib64) 1979; 5 Elliott (10.1016/j.chb.2020.106627_bib16) 2018 Zuckerman (10.1016/j.chb.2020.106627_bib65) 2000; 68 Schnurr (10.1016/j.chb.2020.106627_bib51) 1986; 50 Pennebaker (10.1016/j.chb.2020.106627_bib45) 2003; 54 Nass (10.1016/j.chb.2020.106627_bib41) 2000; 56 Levitt (10.1016/j.chb.2020.106627_bib30) 2006; 21 Darr (10.1016/j.chb.2020.106627_bib13) 2000; 82 Plank (10.1016/j.chb.2020.106627_bib46) 2015 Youyou (10.1016/j.chb.2020.106627_bib63) 2015; 12 Hirsh (10.1016/j.chb.2020.106627_bib21) 2009; 43 Schwartz (10.1016/j.chb.2020.106627_bib52) 2013; 8 Holtgraves (10.1016/j.chb.2020.106627_bib22) 2014 Meuter (10.1016/j.chb.2020.106627_bib37) 2005; 69 Lee (10.1016/j.chb.2020.106627_bib29) 2014; 69 Ruijten (10.1016/j.chb.2020.106627_bib49) 2019 McElroy (10.1016/j.chb.2020.106627_bib34) 2007; 31 Svendsen (10.1016/j.chb.2020.106627_bib54) 2011 Terzis (10.1016/j.chb.2020.106627_bib56) 2012; 59 McFerran (10.1016/j.chb.2020.106627_bib35) 2019; 60 Schneider (10.1016/j.chb.2020.106627_bib50) 2017 Danaher (10.1016/j.chb.2020.106627_bib12) 2006; 43 Byrne (10.1016/j.chb.2020.106627_bib9) 1997; 14 Berkovsky (10.1016/j.chb.2020.106627_bib6) 2019 Aaker (10.1016/j.chb.2020.106627_bib1) 1992; 9 Matz (10.1016/j.chb.2020.106627_bib32) 2017; 28 Hamburger (10.1016/j.chb.2020.106627_bib19) 2000; 16 Hirsh (10.1016/j.chb.2020.106627_bib20) 2012; 23 Moe (10.1016/j.chb.2020.106627_bib39) 2004; 18 Wang (10.1016/j.chb.2020.106627_bib60) 2012; 28 Oberlander (10.1016/j.chb.2020.106627_bib42) 2006; 42 Moon (10.1016/j.chb.2020.106627_bib40) 2002; 12 Statista (10.1016/j.chb.2020.106627_bib53) 2019 Mairesse (10.1016/j.chb.2020.106627_bib31) 2007; 30 Kumar (10.1016/j.chb.2020.106627_bib28) 2016; 44 Arnoux (10.1016/j.chb.2020.106627_bib2) 2017 Byrne (10.1016/j.chb.2020.106627_bib10) 1966; 4 McCrae (10.1016/j.chb.2020.106627_bib33) 1987; 52 Bachrach (10.1016/j.chb.2020.106627_bib3) 2012 Qiu (10.1016/j.chb.2020.106627_bib48) 2012; 46 Digital (10.1016/j.chb.2020.106627_bib15) 2018 Cohen (10.1016/j.chb.2020.106627_bib11) 2008; 90 Sweezey (10.1016/j.chb.2020.106627_bib55) 2019 Mehl (10.1016/j.chb.2020.106627_bib36) 2006; 90 John (10.1016/j.chb.2020.106627_bib26) 1990; Vols. 66–100 Pennebaker (10.1016/j.chb.2020.106627_bib44) 1999; 77 Uysal (10.1016/j.chb.2020.106627_bib58) 2011; 32 PMI Pulse of the Profession (10.1016/j.chb.2020.106627_bib47) Barrick (10.1016/j.chb.2020.106627_bib5) 2002; 87 Yarkoni (10.1016/j.chb.2020.106627_bib62) 2010; 44 Fast (10.1016/j.chb.2020.106627_bib17) 2008; 94 Vargo (10.1016/j.chb.2020.106627_bib59) 2008; 36 Wright (10.1016/j.chb.2020.106627_bib61) 2014 Beukeboom (10.1016/j.chb.2020.106627_bib7) 2013; 32 Hoppe (10.1016/j.chb.2020.106627_bib23) 2018; 12 |
| References_xml | – ident: bib47 article-title: 10th global project management survey – volume: 42 start-page: 239 year: 2006 end-page: 270 ident: bib42 article-title: Language with character: A stratified corpus comparison of individual differences in e-mail communication publication-title: Discourse Processes – volume: 52 start-page: 81 year: 1987 end-page: 90 ident: bib33 article-title: Validation of the five-factor model of personality across instruments and observers publication-title: Journal of Personality and Social Psychology – volume: 28 start-page: 500 year: 2012 end-page: 510 ident: bib60 article-title: Explaining instant messaging continuance intention: The role of personality publication-title: International Journal of Human-Computer Interaction – volume: 44 start-page: 363 year: 2010 end-page: 373 ident: bib62 article-title: Personality in 100,000 words: A large-scale analysis of personality and word use among bloggers publication-title: Journal of Research in Personality – volume: 12 year: 2018 ident: bib23 article-title: Eye movements during everyday behavior predict personality traits publication-title: Frontiers in Human Neuroscience – volume: 69 start-page: 162 year: 2014 end-page: 167 ident: bib29 article-title: Personality traits and self-presentation at Facebook publication-title: Personality and Individual Differences – volume: 64 start-page: 50 year: 2000 end-page: 64 ident: bib38 article-title: Self-service technologies: Understanding customer satisfaction with technology-based service encounters publication-title: Journal of Marketing – volume: 8 start-page: 1 year: 2013 end-page: 16 ident: bib52 article-title: Personality, gender, and age in the language of social media: The open-vocabulary approach publication-title: PloS One – volume: 54 start-page: 547 year: 2003 end-page: 577 ident: bib45 article-title: Psychological aspects of natural language use: Our words, our selves publication-title: Annual Review of Psychology – volume: 28 start-page: 12714 year: 2017 end-page: 12719 ident: bib32 article-title: Psychological targeting as an effective approach to digital mass persuasion publication-title: Proceedings of the National Academy of Sciences – volume: 31 start-page: 809 year: 2007 end-page: 820 ident: bib34 article-title: Dispositional factors in Internet use: Personality versus cognitive style publication-title: MIS Quarterly – volume: 77 start-page: 1296 year: 1999 end-page: 1312 ident: bib44 article-title: Linguistic styles: Language use as an individual difference publication-title: Journal of Personality and Social Psychology – volume: 12 start-page: 1 year: 2017 end-page: 14 ident: bib57 article-title: Even good bots fight: The case of Wikipedia publication-title: PloS One – volume: 68 start-page: 999 year: 2000 end-page: 1029 ident: bib65 article-title: Personality and risk-taking: Common biosocial factors publication-title: Journal of Personality – volume: 24 start-page: 374 year: 2015 end-page: 390 ident: bib4 article-title: Five-factor model personality traits as predictors of perceived and actual usage of technology publication-title: European Journal of Information Systems – volume: 30 start-page: 457 year: 2007 end-page: 500 ident: bib31 article-title: Using linguistic cues for the automatic recognition of personality in conversation and text publication-title: Journal of Artificial Intelligence Research – volume: 90 start-page: 559 year: 2008 end-page: 563 ident: bib11 article-title: Clarifying the linguistic signature: Measuring personality from natural speech publication-title: Journal of Personality Assessment – volume: 5 start-page: 7 year: 1979 end-page: 20 ident: bib64 article-title: Perceptions of cognitive styles: Acquisition, exhibition and implications for information system design publication-title: Journal of Management – start-page: 24 year: 2012 end-page: 32 ident: bib3 article-title: Personality and patterns of Facebook usage publication-title: Proceedings of the 3rd annual ACM web science conference on - WebSci ’12 – volume: 44 start-page: 24 year: 2016 end-page: 45 ident: bib28 article-title: Research framework, strategies, and applications of intelligent agent technologies (IATs) in marketing publication-title: Journal of the Academy of Marketing Science – volume: 43 start-page: 524 year: 2009 end-page: 527 ident: bib21 article-title: Personality and language use in self-narratives publication-title: Journal of Research in Personality – volume: 59 start-page: 710 year: 2012 end-page: 721 ident: bib56 article-title: The effect of emotional feedback on behavioural intention to use computer based assessment publication-title: Computers & Education – year: 2011 ident: bib54 article-title: Personality and technology acceptance: The influence of personality factors on the core constructs of the Technology Acceptance Model – volume: 48 start-page: 645 year: 2004 end-page: 660 ident: bib27 article-title: How do they get there? An examination of the antecedents of centrality in team networks publication-title: Academy of Management Journal – ident: bib25 – volume: 90 start-page: 862 year: 2006 end-page: 877 ident: bib36 article-title: Personality in its natural habitat: Manifestations and implicit folk theories of personality in daily life publication-title: Journal of Personality and Social Psychology – volume: 12 start-page: 313 year: 2002 end-page: 326 ident: bib40 article-title: Personalization and personality: Some effects of customizing message style based on consumer personality publication-title: Journal of Consumer Psychology – volume: 23 start-page: 578 year: 2012 end-page: 581 ident: bib20 article-title: Personalized persuasion: Tailoring persuasive appeals to recipients' personality traits publication-title: Psychological Science – year: 2017 ident: bib50 article-title: 10 reasons why AI-powered, automated customer service is the future – volume: 69 start-page: 61 year: 2005 end-page: 83 ident: bib37 article-title: Choosing among alternative service delivery modes: An investigation of customer trial of self-service technologies publication-title: Journal of Marketing – volume: 87 start-page: 43 year: 2002 end-page: 51 ident: bib5 article-title: Personality and job performance: Test of the mediating effects of motivation among sales representatives publication-title: Journal of Applied Psychology – volume: 32 start-page: 980 year: 2011 end-page: 992 ident: bib58 article-title: Unemployment duration and personality publication-title: Journal of Economic Psychology – volume: 50 start-page: 601 year: 1986 end-page: 609 ident: bib51 article-title: A methodological note on content analysis: Estimates of reliability publication-title: Journal of Personality Assessment – year: 2018 ident: bib15 article-title: Chatbots point of view – volume: 21 start-page: 153 year: 2006 end-page: 174 ident: bib30 article-title: What do laboratory experiments tell us about the real world ? publication-title: The Journal of Economic Perspectives – start-page: 1 year: 2019 end-page: 13 ident: bib49 article-title: The similarity-attraction paradigm in persuasive technology: Effects of system and user personality on evaluations and persuasiveness of an interactive system – volume: 40 start-page: 249 year: 2003 end-page: 267 ident: bib8 article-title: A model of Web site browsing behavior estimated on clickstream data publication-title: Journal of Marketing Research – year: 2019 ident: bib53 article-title: Number of mobile phone messaging app users worldwide from 2016 to 2021 – volume: 36 start-page: 1 year: 2008 end-page: 10 ident: bib59 article-title: Service-dominant logic: Continuing the evolution publication-title: Journal of the Academy of Marketing Science – volume: 9 start-page: 237 year: 1992 end-page: 253 ident: bib1 article-title: Implementing the concept of transformational advertising publication-title: Psychology and Marketing – volume: 18 start-page: 5 year: 2004 end-page: 19 ident: bib39 article-title: Capturing evolving visit behavior in clickstream data publication-title: Journal of Interactive Marketing – start-page: 92 year: 2015 end-page: 98 ident: bib46 article-title: Personality traits on Twitter —or— how to get 1,500 personality tests in a week publication-title: Proceedings of the 6th workshop on computational approaches to subjectivity – volume: 56 start-page: 81 year: 2000 end-page: 103 ident: bib41 article-title: Machines and mindlessness: Social responses to computers publication-title: Journal of Social Issues – year: 2017 ident: bib2 article-title: 25 Tweets to know you: A new model to predict personality with social media – year: 2019 ident: bib6 article-title: Detecting personality traits using eye-tracking data publication-title: Proceedings of the 2019 CHI conference on human factors in computing systems - CHI ’19 – year: 2018 ident: bib16 article-title: Chatbots are killing customer service. Here's why – start-page: 502 year: 2014 end-page: 507 ident: bib61 article-title: Personality profiling from text and grammar publication-title: 22nd conference on user modeling, adaptation and personalization – year: 2019 ident: bib55 article-title: Key chatbot statistics to know in 2019 – volume: 16 start-page: 441 year: 2000 end-page: 449 ident: bib19 article-title: Relationship between extraversion and neuroticism and the different uses of the Internet publication-title: Computers in Human Behavior – volume: 32 start-page: 191 year: 2013 end-page: 201 ident: bib7 article-title: The language of extraversion: Extraverted people talk more abstractly, introverts are more concrete publication-title: Journal of Language and Social Psychology – volume: 14 start-page: 417 year: 1997 end-page: 431 ident: bib9 article-title: An overview (and underview) of research and theory within the attraction paradigm publication-title: Journal of Social and Personal Relationships – year: 2014 ident: bib22 article-title: Natural language use as a marker of personality publication-title: The Oxford Handbook of language and social psychology – start-page: 13 year: 2009 end-page: 26 ident: bib24 article-title: An intelligent Internet shop-assistant recognizing a customer personality for improving man-machine interactions publication-title: Recent Advances in Intelligent Information Systems – volume: 46 start-page: 710 year: 2012 end-page: 718 ident: bib48 article-title: You are what you tweet: Personality expression and perception on Twitter publication-title: Journal of Research in Personality – volume: 81 start-page: 607 year: 2008 end-page: 617 ident: bib14 article-title: Applicant-employee similarity and attraction to an employer publication-title: Journal of Occupational and Organizational Psychology – volume: 94 start-page: 334 year: 2008 end-page: 346 ident: bib17 article-title: Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior publication-title: Journal of Personality and Social Psychology – volume: 60 start-page: 68 year: 2019 end-page: 71 ident: bib35 article-title: How should companies talk to customers online? publication-title: MIT Sloan Management Review – volume: 43 start-page: 182 year: 2006 end-page: 194 ident: bib12 article-title: Factors affecting web site visit duration: A cross-domain analysis publication-title: Journal of Marketing Research – volume: 4 start-page: 220 year: 1966 end-page: 224 ident: bib10 article-title: Effect of economic similarity-dissimilarity on interpersonal attraction publication-title: Journal of Personality and Social Psychology – volume: 82 start-page: 28 year: 2000 end-page: 44 ident: bib13 article-title: An investigation of partner similarity dimensions on knowledge transfer publication-title: Organizational Behavior and Human Decision Processes – volume: 12 start-page: 1036 year: 2015 end-page: 1040 ident: bib63 article-title: Computer-based personality judgments are more accurate than those made by humans publication-title: Proceedings of the National Academy of Sciences of the United States of America – volume: Vols. 66–100 year: 1990 ident: bib26 article-title: The'Big Five" factor taxonomy: Dimensions of personality in the natural language and in questionnaires publication-title: Handbook of personality theory and research – volume: 82 start-page: 28 issue: 1 year: 2000 ident: 10.1016/j.chb.2020.106627_bib13 article-title: An investigation of partner similarity dimensions on knowledge transfer publication-title: Organizational Behavior and Human Decision Processes doi: 10.1006/obhd.2000.2885 – year: 2018 ident: 10.1016/j.chb.2020.106627_bib16 – year: 2017 ident: 10.1016/j.chb.2020.106627_bib50 – year: 2019 ident: 10.1016/j.chb.2020.106627_bib6 article-title: Detecting personality traits using eye-tracking data – volume: 90 start-page: 559 issue: 6 year: 2008 ident: 10.1016/j.chb.2020.106627_bib11 article-title: Clarifying the linguistic signature: Measuring personality from natural speech publication-title: Journal of Personality Assessment doi: 10.1080/00223890802388459 – volume: 44 start-page: 363 year: 2010 ident: 10.1016/j.chb.2020.106627_bib62 article-title: Personality in 100,000 words: A large-scale analysis of personality and word use among bloggers publication-title: Journal of Research in Personality doi: 10.1016/j.jrp.2010.04.001 – volume: 42 start-page: 239 issue: 3 year: 2006 ident: 10.1016/j.chb.2020.106627_bib42 article-title: Language with character: A stratified corpus comparison of individual differences in e-mail communication publication-title: Discourse Processes doi: 10.1207/s15326950dp4203_1 – start-page: 13 year: 2009 ident: 10.1016/j.chb.2020.106627_bib24 article-title: An intelligent Internet shop-assistant recognizing a customer personality for improving man-machine interactions publication-title: Recent Advances in Intelligent Information Systems – volume: 16 start-page: 441 issue: p4 year: 2000 ident: 10.1016/j.chb.2020.106627_bib19 article-title: Relationship between extraversion and neuroticism and the different uses of the Internet publication-title: Computers in Human Behavior doi: 10.1016/S0747-5632(00)00017-0 – volume: 32 start-page: 980 issue: 6 year: 2011 ident: 10.1016/j.chb.2020.106627_bib58 article-title: Unemployment duration and personality publication-title: Journal of Economic Psychology doi: 10.1016/j.joep.2011.03.008 – volume: 48 start-page: 645 year: 2004 ident: 10.1016/j.chb.2020.106627_bib27 article-title: How do they get there? An examination of the antecedents of centrality in team networks publication-title: Academy of Management Journal – volume: 8 start-page: 1 issue: 9 year: 2013 ident: 10.1016/j.chb.2020.106627_bib52 article-title: Personality, gender, and age in the language of social media: The open-vocabulary approach publication-title: PloS One doi: 10.1371/journal.pone.0073791 – volume: 30 start-page: 457 year: 2007 ident: 10.1016/j.chb.2020.106627_bib31 article-title: Using linguistic cues for the automatic recognition of personality in conversation and text publication-title: Journal of Artificial Intelligence Research doi: 10.1613/jair.2349 – volume: 12 start-page: 1 year: 2017 ident: 10.1016/j.chb.2020.106627_bib57 article-title: Even good bots fight: The case of Wikipedia publication-title: PloS One doi: 10.1371/journal.pone.0171774 – volume: 68 start-page: 999 issue: 6 year: 2000 ident: 10.1016/j.chb.2020.106627_bib65 article-title: Personality and risk-taking: Common biosocial factors publication-title: Journal of Personality doi: 10.1111/1467-6494.00124 – start-page: 1 year: 2019 ident: 10.1016/j.chb.2020.106627_bib49 – volume: 14 start-page: 417 year: 1997 ident: 10.1016/j.chb.2020.106627_bib9 article-title: An overview (and underview) of research and theory within the attraction paradigm publication-title: Journal of Social and Personal Relationships doi: 10.1177/0265407597143008 – start-page: 24 year: 2012 ident: 10.1016/j.chb.2020.106627_bib3 article-title: Personality and patterns of Facebook usage – year: 2014 ident: 10.1016/j.chb.2020.106627_bib22 article-title: Natural language use as a marker of personality – volume: 44 start-page: 24 year: 2016 ident: 10.1016/j.chb.2020.106627_bib28 article-title: Research framework, strategies, and applications of intelligent agent technologies (IATs) in marketing publication-title: Journal of the Academy of Marketing Science doi: 10.1007/s11747-015-0426-9 – volume: 69 start-page: 162 year: 2014 ident: 10.1016/j.chb.2020.106627_bib29 article-title: Personality traits and self-presentation at Facebook publication-title: Personality and Individual Differences doi: 10.1016/j.paid.2014.05.020 – volume: 54 start-page: 547 issue: 1 year: 2003 ident: 10.1016/j.chb.2020.106627_bib45 article-title: Psychological aspects of natural language use: Our words, our selves publication-title: Annual Review of Psychology doi: 10.1146/annurev.psych.54.101601.145041 – start-page: 502 year: 2014 ident: 10.1016/j.chb.2020.106627_bib61 article-title: Personality profiling from text and grammar – year: 2019 ident: 10.1016/j.chb.2020.106627_bib53 – volume: 40 start-page: 249 issue: 3 year: 2003 ident: 10.1016/j.chb.2020.106627_bib8 article-title: A model of Web site browsing behavior estimated on clickstream data publication-title: Journal of Marketing Research doi: 10.1509/jmkr.40.3.249.19241 – volume: 77 start-page: 1296 issue: 6 year: 1999 ident: 10.1016/j.chb.2020.106627_bib44 article-title: Linguistic styles: Language use as an individual difference publication-title: Journal of Personality and Social Psychology doi: 10.1037/0022-3514.77.6.1296 – ident: 10.1016/j.chb.2020.106627_bib47 – volume: 69 start-page: 61 issue: 2 year: 2005 ident: 10.1016/j.chb.2020.106627_bib37 article-title: Choosing among alternative service delivery modes: An investigation of customer trial of self-service technologies publication-title: Journal of Marketing doi: 10.1509/jmkg.69.2.61.60759 – volume: 12 start-page: 1036 issue: 4 year: 2015 ident: 10.1016/j.chb.2020.106627_bib63 article-title: Computer-based personality judgments are more accurate than those made by humans publication-title: Proceedings of the National Academy of Sciences of the United States of America doi: 10.1073/pnas.1418680112 – volume: 36 start-page: 1 year: 2008 ident: 10.1016/j.chb.2020.106627_bib59 article-title: Service-dominant logic: Continuing the evolution publication-title: Journal of the Academy of Marketing Science doi: 10.1007/s11747-007-0069-6 – volume: 64 start-page: 50 issue: 3 year: 2000 ident: 10.1016/j.chb.2020.106627_bib38 article-title: Self-service technologies: Understanding customer satisfaction with technology-based service encounters publication-title: Journal of Marketing doi: 10.1509/jmkg.64.3.50.18024 – volume: 23 start-page: 578 year: 2012 ident: 10.1016/j.chb.2020.106627_bib20 article-title: Personalized persuasion: Tailoring persuasive appeals to recipients' personality traits publication-title: Psychological Science doi: 10.1177/0956797611436349 – volume: 28 start-page: 12714 issue: 114 year: 2017 ident: 10.1016/j.chb.2020.106627_bib32 article-title: Psychological targeting as an effective approach to digital mass persuasion publication-title: Proceedings of the National Academy of Sciences doi: 10.1073/pnas.1710966114 – volume: 21 start-page: 153 issue: 2 year: 2006 ident: 10.1016/j.chb.2020.106627_bib30 article-title: What do laboratory experiments tell us about the real world ? publication-title: The Journal of Economic Perspectives doi: 10.1257/jep.21.2.153 – volume: 9 start-page: 237 year: 1992 ident: 10.1016/j.chb.2020.106627_bib1 article-title: Implementing the concept of transformational advertising publication-title: Psychology and Marketing doi: 10.1002/mar.4220090306 – volume: 32 start-page: 191 issue: 2 year: 2013 ident: 10.1016/j.chb.2020.106627_bib7 article-title: The language of extraversion: Extraverted people talk more abstractly, introverts are more concrete publication-title: Journal of Language and Social Psychology doi: 10.1177/0261927X12460844 – volume: 90 start-page: 862 issue: 5 year: 2006 ident: 10.1016/j.chb.2020.106627_bib36 article-title: Personality in its natural habitat: Manifestations and implicit folk theories of personality in daily life publication-title: Journal of Personality and Social Psychology doi: 10.1037/0022-3514.90.5.862 – year: 2017 ident: 10.1016/j.chb.2020.106627_bib2 – year: 2019 ident: 10.1016/j.chb.2020.106627_bib55 – year: 2011 ident: 10.1016/j.chb.2020.106627_bib54 – volume: 87 start-page: 43 issue: 1 year: 2002 ident: 10.1016/j.chb.2020.106627_bib5 article-title: Personality and job performance: Test of the mediating effects of motivation among sales representatives publication-title: Journal of Applied Psychology doi: 10.1037/0021-9010.87.1.43 – volume: 18 start-page: 5 issue: 1 year: 2004 ident: 10.1016/j.chb.2020.106627_bib39 article-title: Capturing evolving visit behavior in clickstream data publication-title: Journal of Interactive Marketing doi: 10.1002/dir.10074 – volume: 5 start-page: 7 issue: 1 year: 1979 ident: 10.1016/j.chb.2020.106627_bib64 article-title: Perceptions of cognitive styles: Acquisition, exhibition and implications for information system design publication-title: Journal of Management doi: 10.1177/014920637900500101 – volume: 28 start-page: 500 issue: 8 year: 2012 ident: 10.1016/j.chb.2020.106627_bib60 article-title: Explaining instant messaging continuance intention: The role of personality publication-title: International Journal of Human-Computer Interaction doi: 10.1080/10447318.2011.622971 – volume: 60 start-page: 68 issue: 2 year: 2019 ident: 10.1016/j.chb.2020.106627_bib35 article-title: How should companies talk to customers online? publication-title: MIT Sloan Management Review – volume: 43 start-page: 182 year: 2006 ident: 10.1016/j.chb.2020.106627_bib12 article-title: Factors affecting web site visit duration: A cross-domain analysis publication-title: Journal of Marketing Research doi: 10.1509/jmkr.43.2.182 – volume: 12 year: 2018 ident: 10.1016/j.chb.2020.106627_bib23 article-title: Eye movements during everyday behavior predict personality traits publication-title: Frontiers in Human Neuroscience doi: 10.3389/fnhum.2018.00105 – volume: 50 start-page: 601 issue: 4 year: 1986 ident: 10.1016/j.chb.2020.106627_bib51 article-title: A methodological note on content analysis: Estimates of reliability publication-title: Journal of Personality Assessment doi: 10.1207/s15327752jpa5004_7 – volume: 52 start-page: 81 issue: 1 year: 1987 ident: 10.1016/j.chb.2020.106627_bib33 article-title: Validation of the five-factor model of personality across instruments and observers publication-title: Journal of Personality and Social Psychology doi: 10.1037/0022-3514.52.1.81 – volume: 46 start-page: 710 issue: 6 year: 2012 ident: 10.1016/j.chb.2020.106627_bib48 article-title: You are what you tweet: Personality expression and perception on Twitter publication-title: Journal of Research in Personality doi: 10.1016/j.jrp.2012.08.008 – start-page: 92 year: 2015 ident: 10.1016/j.chb.2020.106627_bib46 article-title: Personality traits on Twitter —or— how to get 1,500 personality tests in a week – volume: 43 start-page: 524 issue: 3 year: 2009 ident: 10.1016/j.chb.2020.106627_bib21 article-title: Personality and language use in self-narratives publication-title: Journal of Research in Personality doi: 10.1016/j.jrp.2009.01.006 – volume: 24 start-page: 374 year: 2015 ident: 10.1016/j.chb.2020.106627_bib4 article-title: Five-factor model personality traits as predictors of perceived and actual usage of technology publication-title: European Journal of Information Systems doi: 10.1057/ejis.2014.10 – volume: 4 start-page: 220 issue: 2 year: 1966 ident: 10.1016/j.chb.2020.106627_bib10 article-title: Effect of economic similarity-dissimilarity on interpersonal attraction publication-title: Journal of Personality and Social Psychology doi: 10.1037/h0023559 – volume: 31 start-page: 809 issue: 4 year: 2007 ident: 10.1016/j.chb.2020.106627_bib34 article-title: Dispositional factors in Internet use: Personality versus cognitive style publication-title: MIS Quarterly doi: 10.2307/25148821 – volume: Vols. 66–100 year: 1990 ident: 10.1016/j.chb.2020.106627_bib26 article-title: The'Big Five" factor taxonomy: Dimensions of personality in the natural language and in questionnaires – volume: 59 start-page: 710 issue: 2 year: 2012 ident: 10.1016/j.chb.2020.106627_bib56 article-title: The effect of emotional feedback on behavioural intention to use computer based assessment publication-title: Computers & Education doi: 10.1016/j.compedu.2012.03.003 – year: 2018 ident: 10.1016/j.chb.2020.106627_bib15 – volume: 94 start-page: 334 year: 2008 ident: 10.1016/j.chb.2020.106627_bib17 article-title: Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior publication-title: Journal of Personality and Social Psychology doi: 10.1037/0022-3514.94.2.334 – volume: 81 start-page: 607 year: 2008 ident: 10.1016/j.chb.2020.106627_bib14 article-title: Applicant-employee similarity and attraction to an employer publication-title: Journal of Occupational and Organizational Psychology doi: 10.1348/096317907X248842 – volume: 56 start-page: 81 year: 2000 ident: 10.1016/j.chb.2020.106627_bib41 article-title: Machines and mindlessness: Social responses to computers publication-title: Journal of Social Issues doi: 10.1111/0022-4537.00153 – volume: 12 start-page: 313 issue: 4 year: 2002 ident: 10.1016/j.chb.2020.106627_bib40 article-title: Personalization and personality: Some effects of customizing message style based on consumer personality publication-title: Journal of Consumer Psychology doi: 10.1016/S1057-7408(16)30083-3 |
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| SubjectTerms | Chatbot Chatbots Consumers Customer satisfaction Customization Human-computer interaction Intelligent agents Matching Personality |
| Title | Making conversations with chatbots more personalized |
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