Twitris: A System for Collective Social Intelligence

TitleTwitris: A System for Collective Social Intelligence
Publication TypeBook Chapter
Year of Publication2018
AuthorsAmit Sheth, Hemant Purohit, Gary Alan Smith, Jeremy Brunn, Ashutosh Jadhav, Pavan Kapanipathi, Chen Lu, Wenbo Wang
EditorReda Alhajj, Jon Rokne
Book TitleEncyclopedia of Social Network Analysis and Mining
Date Published05/2018
PublisherSpringer-Verlag New York
CityNew York
ISSN Number978-1-4939-7130-5
KeywordsCitizen sensing, Community evolution, Event analysis on social media, Interaction Network, People-Content-Network Analysis, Real-time social media analysis, Semantic Perception, semantic social web, Sentiment-Emotion-Intent Analysis, Social Computing, Social data analysis, Social Media, social media analysis, Spatio-temporal-thematic analysis, twitris, Web 3.

The massive amount of data on social networks (e.g., Twitter, Reddit, Facebook, Instagram, Web forums) provides an exceptional opportunity for leveraging citizen sensing (user expressed observations and opinions) for collective intelligence (deeper insights that drive decisions and actions based on social data) in numerous domains – retailing including branding and marketing, financial markets, entertainment and sports, disaster coordination, social movements, healthcare and epidemiology, etc. However, social data is extremely rich, providing opportunity to understand them from many dimensions such as spatio-temporal-thematic, people-content-network, and sentiment-emotion-intention. It takes a rich variety of semantic techniques including knowledge graphs or ontology enhanced or empowered text mining, natural language processing, and machine learning (including deep learning). Twitris is an embodiment of all these for real-time and highly scalable technology used both in scientific research and in commercial applications.

Full Text

Additional Resources:

A. Sheth, H. Purohit, G. A. Smith, J. Brunn, A. Jadhav, P. Kapanipathi, C. Lu, and W. Wang. Twitris- A System for Collective Social Intelligence. Encyclopedia of Social Network Analysis and Mining (ESNAM), 2nd edition. Reda Alhajj, Jon Rokne (Eds.). Springer, 2018.

PFI: AIR-TT: Market-driven Innovations and Scaling up of Twitris - A System for Collective Social Intelligence