References
- Ackerman, C. E., Warren, M. A., & Donaldson, S. I. (2018). Scaling the heights of positive psychology: A systematic review of measurement scales. International Journal of Wellbeing, 8(2), 1–21. https://doi.org/https://doi.org/10.5502/ijw.v8i2.734
- Andrews, F. M., & Withey, S. (1976). Social indicators of Well-Being: America’s perception of life quality. Plenum Press.
- Balakrishnan, V., & Lloyd-Yemoh, E. (2014). Stemming and Lemmatization: A comparison of retrieval performances. Lecture Notes on Software Engineering, 2(3), 262–267. https://doi.org/https://doi.org/10.7763/LNSE.2014.V2.134
- Beel, J., Breitinger, C., Langer, S., Lommatzsch, A., & Gipp, B. (2016). Towards reproducibility in recommender-systems research. User Modeling and User-adapted Interaction, 26(1), 69–101. https://doi.org/https://doi.org/10.1007/s11257-016-9174-x
- Boyd, R. L., & Pennebaker, J. W. (2015). Did Shakespeare write Double Falsehood? Identifying individuals by creating psychological signatures with text analysis. Psychological Science, 26(5), 570–582. https://doi.org/https://doi.org/10.1177/0956797614566658
- Bradburn, N. M. (1969). The structure of psychological well-being. Aldine.
- Cacioppo, J. T., & Berntson, G. G. (1999). The affect system: Architecture and operating characteristics. Current Directions in Psychological Science, 18(5), 133–137. https://doi.org/https://doi.org/10.1111/1467-8721.00031
- Cacioppo, J. T., Gardner, W. L., & Berntson, G. G. (1999). The affect system has parallel and integrative processing components: Form follows function. Journal of Personality and Social Psychology, 76(5), 839–855. https://doi.org/https://doi.org/10.1037/0022-3514.76.5.839
- Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542–575. https://doi.org/https://doi.org/10.1037/0033-2909.95.3.542
- Diener, E. (1994). Assessing subjective well-being: Progress and opportunities. Social Indicators Research, 31(2), 103–157. https://doi.org/https://doi.org/10.1007/BF01207052
- Diener, E. (2000). Subjective well-being: The science of happiness and a proposal for a national index. American Psychologist, 55(1), 34–43. https://doi.org/https://doi.org/10.1037/0003-066X.55.1.34
- Diener, E., & Emmons, R. A. (1985). The independence of positive and negative affect. Journal of Personality Assessment, 49, 71–75.
- Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/https://doi.org/10.1207/s15327752jpa4901_13
- Diener, E., Oishi, S., & Lucas, R. E. (2003). Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life. Annual Review of Psychology, 54(1), 403–425. https://doi.org/https://doi.org/10.1146/annurev.psych.54.101601.145056
- Diener, E., Sandvik, E., Pavot, W., & Gallagher, D. (1991). Response artifacts in the measurement of subjective well-being. Social Indicators Research, 24(1), 35–56. https://doi.org/https://doi.org/10.1007/BF00292649
- Diener, E., Smith, H., & Fujita, F. (1995). The personality structure of affect. Journal of Personality and Social Psychology, 69(1), 130–141. https://doi.org/https://doi.org/10.1037/0022-3514.69.1.130
- Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276–302. https://doi.org/https://doi.org/10.1037/0033-2909.125.2.276
- Dodds, P. S., & Danforth, C. M. (2010). Measuring happiness of large-scale written expression: Songs, blogs, and presidents. Journal of Happiness Studies, 11(4), 441–456. https://doi.org/https://doi.org/10.1007/s10902-009-9150-9
- Dodds, P. S., Harris, K. D., Kloumann, I. M., Bliss, C. A., & Danforth, C. M. (2011). Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter. PLoS ONE, 6(12), e26752. https://doi.org/https://doi.org/10.1371/journal.pone.0026752
- Ekman, P. (1992). Are there basic emotions? Psychological Review, 99(3), 550–553. https://doi.org/https://doi.org/10.1037/0033-295X.99.3.550
- Fordyce, M. (1977). The happiness measures: A sixty-second index of emotional well-being and mental health. Edison Community College. https://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/fordyce_mw_1983.pdf
- Galinha, I. C., & Pais-Ribeiro, J. L. (2011). Cognitive, affective and contextual predictors of subjective wellbeing. International Journal of Wellbeing, 2(1), 34–53. https://doi.org/https://doi.org/10.5502/ijw.v2i1.3
- Grinde, B. (2016). The evolution of consciousness. Springer.
- Hirsh, J. B., & Peterson, J. B. (2009). Personality and language use in self-narratives. Journal of Research in Personality, 43(3), 524–527. https://doi.org/https://doi.org/10.1016/j.jrp.2009.01.006
- Izard, C. E. (1992). Basic emotions, relations among emotions, and emotion-cognition relations. Psychological Review, 99(3), 561–565. https://doi.org/https://doi.org/10.1037/0033-295X.99.3.561
- Kammann, R., & Flett, R. (1983). Sourcebook for measuring well-being with Affectometer 2. Why Not? Foundation.
- Klinger, R., Suliya, S. S., & Reiter, N. (2016). Automatic emotion detection for quantitative literary studies – A case study based on Franz Kafka’s “Das Schloss” and “Amerika”. In Digital Humanities 2016: Conference abstracts. Jagiellonian University & Pedagogical University, Krakow, Poland. (pp. 826–828).
- Kringelbach, M. L., & Berridge, K. C. (2017). The affective core of emotion: Linking pleasure, subjective well-being, and optimal metastability in the brain. Emotion Review, 9(3), 191–199. https://doi.org/https://doi.org/10.1177/1754073916684558
- Landauer, T. K., McNamara, D. S., Dennis, S., & Kintsch, W. (2007). Handbook of latent semantic analysis. Erlbaum.
- Lezius, W. (1999). MORPHY - German Morphology, Part-of-Speech Tagging and Applications [computer software].
- Liu, B. (2012). Sentiment analysis and opinion mining. Synthesis Lectures on Human Language Technologies, 5(1), 1–167. https://doi.org/https://doi.org/10.2200/S00416ED1V01Y201204HLT016
- Lucas, R. E., & Diener, E. (2008). Subjective well-being. In M. Lewis, J. M. Haviland-Jones, & L. F. Barrett (Eds.), Handbook of emotions (pp. 471–484). The Guilford Press.
- Lucas, R. E., Diener, E., & Suh, E. (1996). Discriminant validity of well-being measures. Journal of Personality and Social Psychology, 71(3), 616–628. https://doi.org/https://doi.org/10.1037/0022-3514.71.3.616
- Medhat, W., Hassan, A., & Korashy, H. (2014). Sentiment analysis algorithms and applications: A survey. Ain Shams Engineering Journal, 5(4), 1093–1113. https://doi.org/https://doi.org/10.1016/j.asej.2014.04.011
- Meier, T., Boyd, R. L., Pennebaker, J. W., Mehl, M. R., Martin, M., Wolf, M., & Horn, A. B. (2018). ”LIWC auf Deutsch”: The Development, psychometrics, and introduction of DE-LIWC2015. PsyArXiv. https://osf.io/tfqzc/.
- Mellor, D., Cummins, R. A., & Loquet, C. (1999). The gold standard for life satisfaction: Confirmation and elaboration using an imaginary scale and qualitative interview. International Journal of Social Research Methodology, 2(4), 263–278. https://doi.org/https://doi.org/10.1080/136455799294952
- Mitchell, L., Frank, M. R., Harris, K. D., Dodds, P. S., & Danforth, C. M. (2013). The geography of happiness: Connecting Twitter sentiment and expression, demographics, and objective characteristics of place. PLoS ONE, 8(5), e64417. https://doi.org/https://doi.org/10.1371/journal.pone.0064417
- Mohammad, S. M., & Turney, P. D. (2013). Crowdsourcing a word-emotion association lexicon. Computational Intelligence, 29(3), 436–465. https://doi.org/https://doi.org/10.1111/j.1467-8640.2012.00460.x
- Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval, 2(1–2), 1–135. https://doi.org/https://doi.org/10.1561/1500000011
- Pavot, W., & Diener, E. (1993). Review of the satisfaction with life scale. Psychological Assessment, 5(2), 164–172. https://doi.org/https://doi.org/10.1037/1040-3590.5.2.164
- Pennebaker, J. W., Booth, R. J., Boyd, R. L., & Francis, M. E. (2015). Linguistic Inquiry and Word Count: LIWC2015. Pennebaker Conglomerates www.LIWC.net
- Plutchik, R. (1997). Circumplex models of personality and emotions. American Psychological Association.
- Qi, J., Fu, X., & Zhu, G. (2015). Subjective well-being measurement based on Chinese grassroots blog text sentiment analysis. Information & Management, 52(7), 859–869. https://doi.org/https://doi.org/10.1016/j.im.2015.06.002
- R Core Team. (2019). R: A language and environment for statistical computing. R Foundation for Statistical Computing. www.R-project.org
- Remus, R., Quasthoff, U., & Heyer, G. (2010). SentiWS – A publicly available German-language resource for sentiment analysis. In Proceedings of the 7th International Language Resources and Evaluation (LREC), European Languages Resources Association (pp. 1168–1171).
- Rill, S., Adolph, S., Drescher, J., Reinel, D., Scheidt, J., Schütz, O., & Wogenstein, F. (2012). A phrase-based opinion list for the German language. In Proceedings of the 11th Conference on Natural Language Reviews (KONVENS), Österreichische Gesellschaft für Artificial Intelligence (ÖGAI) (pp.305–313).
- Rinker, T. W. (2018). textstem: Tools for stemming and lemmatizing text version 0.1.4. [computer software]. http://github.com/trinker/textstem.
- Russell, J. A. (1989). Measures of Emotion. In R. Plutchik & H. Kellerman (Eds.), The measures of emotion. Emotion: Theory, research and experience (pp. 83–112). Academic Press.
- Sandvik, E., Diener, E., & Seidlitz, L. (1993). Subjective well-being: The convergence and stability of self-report and non-self-report measures. Journal of Personality, 61(3), 317–342. https://doi.org/https://doi.org/10.1111/j.1467-6494.1993.tb00283.x
- Sänger, M., Leser, U., Kemmerer, S., Adolphs, P., & Klinger, R. (2016). SCARE – The sentiment corpus of app reviews with fine-grained annotations in German. In Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC) (pp. 1114–1121). European Languages Resources Association (ELRA).
- Scollon, C. N., Kim-Prieto, C., & Diener, E. (2003). Experience sampling: Promises and pitfalls, strengths and weaknesses. Journal of Happiness Studies, 4(1), 5–34. https://doi.org/https://doi.org/10.1023/A:1023605205115
- Stein, N. L., & Hernandez, M. W. (2007). Assessing emotional understanding in narrative on-line interviews: The use of the Narcoder. In J. A. Coan & J. J. B. Allen (Eds.), Handbook of emotion elicitation and assessment (pp. 298–317). Oxford University Press.
- Sulis, E., Lai, M., Vinai, M., & Sanguinetti, M. (2015). Exploring sentiment in social media and official statistics: A general framework. In ESSEM’15 Proceedings of the 2nd International Conference on Emotion and Sentiment in Social and Expressive Media: Opportunities and Challenges for emotion-aware multiagent systems – Volume 1351. Istanbul, Turkey. (pp. 96–105).
- Tausczik, Y. R., & Pennebaker, J. W. (2010). The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology, 29(1), 24–54. https://doi.org/https://doi.org/10.1177/0261927X09351676
- Thelwall, M. (2018). Social media analytics for YouTube comments: Potential and limitations. International Journal of Social Research Methodology, 21(3), 303–316. https://doi.org/https://doi.org/10.1080/13645579.2017.1381821
- Waltinger, U. (2010). GermanPolarityClues: A lexical resource for German sentiment analysis. In Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC’10). European Languages Resources Association (ELRA).
- Watson, D., & Clark, L. A. (1991). Self- versus peer ratings of specific emotional traits: Evidence of convergent and discriminant validity. Journal of Personality and Social Psychology, 60(6), 927–940. https://doi.org/https://doi.org/10.1037/0022-3514.60.6.927
- Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. https://doi.org/https://doi.org/10.1037/0022-3514.54.6.1063
- Weinberg, M. K., Seton, C., & Cameron, N. (2018). The measurement of subjective wellbeing: Item-order effects in the personal wellbeing index–adult. Journal of Happiness Studies, 19(1), 315–332. https://doi.org/https://doi.org/10.1007/s10902-016-9822-1
- Wild, F. (2015). lsa: Latent semantic analysis. R package version 0.73.1. [computer software] Retrieved October 18, 2018, from https://CRAN.R-project.org/package=lsa
- Windsor, L. C., Cupit, J. G., & Windsor, A. J. (2019). Automated content analysis across six languages. PLoS ONE, 14(11), e0224425. https://doi.org/https://doi.org/10.1371/journal.pone.0224425