Handbook of social computing

1 Online-Ressource (370 pages)

Includes bibliographical references and index

Contents: Introduction - social computing: Panacea or abyss? / Peter A. Gloor, Francesca Grippa, Andrea Fronzetti Colladon and Aleksandra Przegalinska -- Part I. Introduction to social computing -- 1. Network data visualization / Walter Didimo, Giuseppe Liotta and Fabrizio Montecchiani -- 2. Exponential random graph models: Explaining strategic patterns of collaboration between artists in the music industry with data from spotify / Claudia Zucca -- 3. Knowing what you get when seeking semantic similarity: Exploring classic nlp method biases / Johanne Saint-Charles, Pierre Mongeau and Louis Renaud-Desjardins -- Part II. Prediction with online social media -- 4. Chasing the black swan in cryptocurrency markets by modeling cascading dynamics in communication networks / Christian Schwendner, Vanessa Kremer, Julian Gierenz, Hasbi Sevim, Jan-Marc Siebenlist and Dilber Güclü -- 5. Presidential communications on twitter during the covid-19 pandemic: Mediating polarization and trust, moderating mobility / Mikhail Oet, Tuomas Takko and Xiaomu Zhou -- 6. Covid-19 twitter discussions in social media: Disinformation, topical complexity, and health impacts / Mikhail Oet, Xiaomu Zhou, Kuiming Zhao and Tuomas Takko -- Part III. Measuring emotions -- 7. Predicting youtube success through facial emotion recognition of video thumbnails / Peter-Duy-Linh Bui, Martin Feldges, Max Liebig and Fabian Weiland -- 8. Do angry musicians play better? Measuring emotions of jazz musicians through body sensors and facial emotion detection / Lee J. Morgan and Peter A. Gloor -- 9. Using plants as biosensors to measure the emotions of jazz musicians / Anushka Bhave, Fritz K. Renold and Peter A. Gloor -- Part IV. Applications in business and marketing -- 10. How does congruence between customer and brand personality influence the success of a company? / Tobias Olbrück, Peter A. Gloor, Ludovica Segneri and Andrea Fronzetti Colladon -- 11. Netnography 2.0: A new approach to examine crowds on social media / Mathias Efinger, Xisa Lina Eich, Marius Heck, Dung Phuong Nguyen, Halil Ibrahim .zlü, Teresa Heyder and Peter A. Gloor -- 12. Crowdfunding success: How campaign language can predict funding / Andrea Fronzetti Colladon, Julia Gluesing, Francesca Greco, Francesca Grippa and Ken Riopelle -- 13. Design, content and application of consent banners on plastic surgeon websites: Derivation of a typology and discussion of possible implications for data analytics and AI applications / Michael Beier and Katrin Schillo -- Part V. More sustainability though social computing -- 14. Creating a systematic esg (environmental social governance) scoring system using social network analysis and machine learning for more sustainable company practices / Aarav Patel and Peter A. Gloor -- 15. Two chambers, no silver bullets: The growing polarity of climate change discourse / Jacek Manko and Dariusz Jemielniak -- Part VI. Human interaction with other species -- 16. Plants as biosensors: Tomato plants' reaction to human voices / Patrick Fuchs, Rebecca von der Grün, Camila Ines Maslaton and Peter A. Gloor -- 17. Prototyping a mobile app which detects dogs' emotions based on their body posture: A design science approach / Alina Hafner, Thomas M. Oliver, Benjamin B. Passberger and Peter A. Gloor -- Part VII. Teaching AI for social computing -- 18. Say 'yes' to 'no-code' solutions: How to teach low-code and no-code competencies to non-it students / Monika Sońta and Aleksandra Przegalinska-Skierkowska.

10.4337/9781803921259 [DOI]

ECONIS - Online Catalogue of the ZBW