1st workshop on diffusion networks and cascade analytics

Peng Cui, Fei Wang, Hanghang Tong, Manuel Gomez Rodriguez

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Diffusion and cascades have been studied for many years in sociology, and different theoretical models have been developed. However, experimental validation has been always carried out in relatively small datasets. In recent years, with the availability of large-scale network and cascade data, research on cascading and diffusion phenomena has aroused considerable interests from various fields in computer science. One of the main goals is to discover different propagation patterns from historical cascade data. In this context, understanding the mechanisms underlying diffusion in both micro- and macro-scale levels and further develop predictive model of diffusion are fundamental problems of crucial importance.

Original languageEnglish (US)
Title of host publicationWSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining
PublisherAssociation for Computing Machinery
Pages689-690
Number of pages2
ISBN (Print)9781450323512
DOIs
StatePublished - Jan 1 2014
Event7th ACM International Conference on Web Search and Data Mining, WSDM 2014 - New York, NY, United States
Duration: Feb 24 2014Feb 28 2014

Publication series

NameWSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining

Other

Other7th ACM International Conference on Web Search and Data Mining, WSDM 2014
CountryUnited States
CityNew York, NY
Period2/24/142/28/14

Keywords

  • cascade modeling
  • diffusion networks

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems

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  • Cite this

    Cui, P., Wang, F., Tong, H., & Rodriguez, M. G. (2014). 1st workshop on diffusion networks and cascade analytics. In WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining (pp. 689-690). (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining). Association for Computing Machinery. https://doi.org/10.1145/2556195.2556209