R toolchain to construct and analyse Transcendental Information Cascades
Transcendental Information Cascades (TICs) are a multiplex network approach to the study of dynamical systems. This is a general purpose toolkit for the construction and analysis of TICs developed in R.
Background literature
Foundations:
- Luczak-Roesch, M., O’Hara, K., Dinneen, J. D., & Tinati, R. (2018). What an entangled Web we weave: An information-centric approach to time-evolving socio-technical systems. Minds and Machines, 28(4), 709-733.
- Luczak-Roesch, M., Tinati, R., Van Kleek, M., & Shadbolt, N. (2015, August). From coincidence to purposeful flow? properties of transcendental information cascades. In 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (pp. 633-638). IEEE.
- Luczak-Roesch, M., Tinati, R., & Shadbolt, N. (2015, May). When resources collide: Towards a theory of coincidence in information spaces. In Proceedings of the 24th international conference on world wide web (pp. 1137-1142). ACM.
Applications:
- Grener, A., Luczak-Roesch, M. (2019). From Dickens to Data Science. The Dickensian 115 (2), 143-154.
- Luczak-Roesch, M., Grener, A., & Fenton, E. (2018). Not-so-distant reading: A dynamic network approach to literature. it-Information Technology, 60(1), 29-40.
- Luczak-Roesch, M., Grener, A., & Fenton, E. (2018, January). Twenty thousand leagues above the book: an interactive visual analytics approach to literature. In Proceedings of the 2018 ACM Conference on Supporting Groupwork (pp. 94-97). ACM.
- Tinati, R., Luczak-Roesch, M., & Hall, W. (2016, April). Finding structure in wikipedia edit activity: An information cascade approach. In Proceedings of the 25th international conference companion on world wide web (pp. 1007-1012). International World Wide Web Conferences Steering Committee.