Academic Repository : naistar Title Wisdom in Adversity : A Twitter Study of the Japanese Tsunami

Sophisticated data science techniques have recently been applied to social networks data to study social phenomena and people. Recognizing that social psychology research has witnessed a renewed interest in the notion of wisdom, with an emphasis to its contextual dimensions, this study looks at the expression of wisdom in twitter messages. Specifically, it examines the relation between wisdom in adversity and cultural influences using Twitter data from the tragic Japanese tsunami of 2011. The study employs natural language processing and data science to detect the expression of wisdom. Two categories for wisdom in adversity are used: recognition of uncertainty and change, and cognitive empathy. Data processing is applied to 1,000 annotated tweets and extended to 43,436 tweets. The results show that it is viable to study wisdom in context using social networking sites data. This short paper discusses some of the findings.

[1]  R. N. Spreng,et al.  The Toronto Empathy Questionnaire: Scale Development and Initial Validation of a Factor-Analytic Solution to Multiple Empathy Measures , 2009, Journal of personality assessment.

[2]  Shinobu Kitayama,et al.  A route to well-being: intelligence versus wise reasoning. , 2013, Journal of experimental psychology. General.

[3]  Robert J. Sternberg,et al.  College Admissions for the 21st Century , 2010 .

[4]  Jure Leskovec,et al.  Mining big data to extract patterns and predict real-life outcomes. , 2016, Psychological methods.

[5]  I. Grossmann,et al.  Wisdom in Context , 2017, Perspectives on psychological science : a journal of the Association for Psychological Science.

[6]  James W. Pennebaker,et al.  Mind mapping: Using everyday language to explore social & psychological processes , 2017 .

[7]  James W. Pennebaker,et al.  Linguistic Inquiry and Word Count (LIWC2007) , 2007 .

[8]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[9]  Ryan L. Boyd,et al.  Language-based personality: a new approach to personality in a digital world , 2017, Current Opinion in Behavioral Sciences.

[10]  Judith Glück,et al.  The MORE Life Experience Model: A Theory of the Development of Personal Wisdom , 2013 .

[11]  W. Marsden I and J , 2012 .

[12]  Tanja M. Gerlach,et al.  Wise Reasoning in the Face of Everyday Life Challenges , 2016 .

[13]  Margaret L. Kern,et al.  Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach , 2013, PloS one.

[14]  W. Keith Campbell,et al.  Fitting In or Standing Out: Trends in American Parents' Choices for Children’s Names, 1880–2007 , 2010 .

[15]  I. Grossmann,et al.  Wisdom and How to Cultivate It: Review of Emerging Evidence for a Constructivist Model of Wise Thinking , 2017 .

[16]  George Kurian,et al.  Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.

[17]  Tal Yarkoni Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers. , 2010, Journal of research in personality.

[18]  Ethan Kross,et al.  Boosting wisdom: distance from the self enhances wise reasoning, attitudes, and behavior. , 2012, Journal of experimental psychology. General.

[19]  N. Weststrate,et al.  The Examined Life: Relations Among Life Experience, Self-Reflection, and Wisdom , 2017 .

[20]  M. Ardelt,et al.  Wisdom and life satisfaction in old age. , 1997, The journals of gerontology. Series B, Psychological sciences and social sciences.

[21]  A. Pentland,et al.  Life in the network: The coming age of computational social science: Science , 2009 .

[22]  L. Bentivogli,et al.  Translation as Annotation , 2003 .

[23]  Simon Baron-Cohen,et al.  The Science of Evil: On Empathy and the Origins of Cruelty , 2011 .

[24]  Michelle X. Zhou,et al.  KnowMe and ShareMe: understanding automatically discovered personality traits from social media and user sharing preferences , 2014, CHI.

[25]  Franki Y. H. Kung,et al.  Wisdom and culture , 2017 .

[26]  Alex C. Huynh,et al.  Wisdom in a complex world: A situated account of wise reasoning and its development , 2017 .

[27]  Judith Glück,et al.  Psychological wisdom research: commonalities and differences in a growing field. , 2011, Annual review of psychology.

[28]  Salim Roukos,et al.  Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.