What Computers Can Tell Us About Emotions – Classification of Affective Communication in Electronic Negotiations by Supervised Machine Learning

1. Kumar, R.: The role of affect in negotiations: an integrative overview. J. Appl. Behav. Sci. 33(1), 84–100 (1997)

   Article  Google Scholar 

2. Barry, B., Fulmer, I.S., van Kleef, G.A.: I laughed, I cried, I settled: the role of emotion in negotiation. In: Gelfand, M.J., Brett, J.M. (eds.) The Handbook of Negotiation and Culture, pp. 71–94. Stanford University Press, Palo Alto (2004)

   Google Scholar 

3. van Kleef, G.A., de Dreu, C.K.W., Manstead, A.S.R.: The interpersonal effects of anger and happiness in negotiations. J. Pers. Soc. Psychol. 86(1), 57–76 (2004)

   Article  Google Scholar 

4. van Kleef, G.A., de Dreu, C.K.W., Manstead, A.S.R.: The interpersonal effects of emotions in negotiations: a motivated information processing approach. J. Pers. Soc. Psychol. 87(4), 510–528 (2004)

   Article  Google Scholar 

5. van Kleef, G.A., van Lange, P.A.M.: What other’s disappointment may do to selfish people: emotion and social value orientation in a negotiation context. Pers. Soc. Psychol. Bull. 34(8), 1084–1095 (2008)

   Article  Google Scholar 

6. Broekens, J., Jonker, C.M., Meyer, J.J.: Affective negotiation support systems. J. Ambient Intell. Smart Environ. 2(2), 121–144 (2010)

   Google Scholar 

7. Johnson, N.A., Cooper, R.B., Chin, W.W.: Anger and flaming in computer-mediated negotiation among strangers. Decis. Support Sys. 46(3), 660–672 (2009)

   Article  Google Scholar 

8. Martinovski, B.: Emotion in negotiation. In: Kilgour, D.M., Eden, C. (eds.) Handbook of Group Decision and Negotiation, vol. 4, pp. 65–86. Springer, Netherland (2010)

   Chapter  Google Scholar 

9. Te’ini, D.: A cognitive-affective model of organizational communication for designing IT. Manag. Inf. Sys. Q. 25(2), 251–312 (2001)

   Article  Google Scholar 

10. Walther, J.B., D’Addario, K.P.: The impacts of emoticons on message interpretation in computer-mediated communication. Soc. Sci. Comput. Rev. 19, 324–347 (2001)

    Article  Google Scholar 

11. Darics, E.: Non-verbal signalling in digital discourse: the case of letter repetition. Discourse Context Media 2, 141–148 (2013)

    Article  Google Scholar 

12. Griessmair, M., Koeszegi, S.T.: Exploring the cognitive-emotional fugue in electronic negotiations. Group Decis. Negot. 18(3), 213–234 (2009)

    Article  Google Scholar 

13. Vetschera, R., Filzmoser, M., Mitterhofer, R.: An analytical approach to offer generation in concession-based negotiation processes. Group Decis. Negot. 23(1), 71–99 (2014)

    Article  Google Scholar 

14. Filzmoser, M.: Simulation of Automated Negotiation. Springer, Vienna (2010)

    Book  Google Scholar 

15. Filzmoser, M.: Automated vs human negotiation. Int. J. Artif. Intell. 4(10), 64–77 (2010)

    Google Scholar 

16. Ekman, P., Cordaro, D.: What is meant by calling emotions basic. Emot. Rev. 3(4), 364–370 (2011)

    Article  Google Scholar 

17. Barrett, L.F.: Feelings or words? Understanding the content in self-report ratings of experienced emotion. J. Pers. Soc. Psychol. 87(2), 266–281 (2004)

    Article  Google Scholar 

18. Russell, J.A.: A circumplex model of affect. J. Pers. Soc. Psychol. 39(6), 1161–1178 (1980)

    Article  Google Scholar 

19. Watson, D., Tellegen, A.: Toward a consensual structure of mood. Psychol. Bull. 98(2), 219–235 (1985)

    Article  Google Scholar 

20. Hippmann, P.: Multi-level dynamics of affective behaviors in text-based online negotiations: impacts on negotiation success and impacts of decision support. Doctoral thesis, University of Vienna (2014)

    Google Scholar 

21. Lazarus, R.S., Smith, C.A.: Knowledge and appraisal in the cognition—emotion relationship. Cogn. Emot. 2(4), 281–300 (1988)

    Article  Google Scholar 

22. Ortony, A., Clore, G.L., Foss, M.A.: The referential structure of the affective lexicon. Cogn. Sci. 11(3), 341–364 (1987)

    Article  Google Scholar 

23. Burgoon, J.K., Hale, J.I.: The fundamental topoi of relational communication. Commun. Monogr. 51, 193–214 (1984)

    Article  Google Scholar 

24. Frijda, N.H.: Emotions, individual differences and time course: reflections. Cogn. Emot. 23(7), 1444–1461 (2009)

    Article  Google Scholar 

25. Schoop, M., Jertila, A., List, T.: Negoisst: a negotiation support system for electronic business-to-business negotiations in e-commerce. Data Knowl. Eng. 47(3), 371–401 (2003)

    Article  Google Scholar 

26. Heady, R.B., Lucas, J.L.: Permap: an interactive program for making perceptual maps. Behav. Res. Methods Instrum. Comput. 29(3), 450–455 (1997)

    Article  Google Scholar 

27. Filzmoser, M., Hippmann, P., Vetschera, R.: Analyzing the multiple dimensions of negotiation processes. Group Decis. Negot. 25(6), 1169–1188 (2016). doi:10.1007/s10726-016

    Article  Google Scholar 

28. Devitt, A., Ahmad, K.: Is there a language of sentiment? An analysis of lexical resources for sentiment analysis. Lang. Resour. Eval. 47(2), 475–511 (2013)

    Article  Google Scholar 

29. Weiss, S.M., Indurkhya, N., Zhang, N.: Fundamentals of Predictive Text Mining. Springer, London (2010)

    Book  Google Scholar 

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