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SNMAM 2020 : Social Network and Media Analysis and Mining
SNMAM 2020 : Social Network and Media Analysis and Mining

SNMAM 2020 : Social Network and Media Analysis and Mining

Lima, Peru
Event Date: August 20, 2020 - August 22, 2020
Submission Deadline: May 15, 2020
Notification of Acceptance: June 14, 2020
Camera Ready Version Due: July 01, 2020




About

Social network is a structure formed by a set (or groups of sets) of entities (e.g. people, organizations, etc.) with some patterns of social interaction. Social Network Analysis (SNA) is focused on uncovering these patterns through the use of network science and graph theory. In the last decades, online social networks (OSNs) have become the most widely used web platforms due to the variety of services they offer to their users. This explosion has led to the diversification of both content (text, images, audio and other) and the sources (e.g. newscasts, newspapers and other companies) in OSNs. The need for processing and analyzing this content as well as understanding its impact on users' lives, has allowed for the rapid development of various techniques for mining and analysis of social media data.

In this context, the Social Network and Media Analysis and Mining (SNMAM) provides a forum that brings both researchers and practitioners to discuss research trends and techniques related to the analysis and mining of social network and media data. The 5th SNMAM event will be organized as a track of SIMBig 2020 in Lima, Peru, as an interdisciplinary venue for computer scientists, computer engineers, software engineers and application developers who work on networks and web-based methods.

Therefore, SNMAM welcomes experimental and theoretical works on analysis and mining of social network and social media data along with their application to real-world problems. Young scientists and researchers from scientific centers, students and graduates, as well as industrial partners are welcome to participate.


Call for Papers

SNMAM includes all the topics related to social network and media analysis and mining. The topics suitable for SNMAM include, but not limited to:

  • Crowdsourcing of social network and media data generation and collection
  • Data preparation and data modeling for social networks and social medias
  • Exploratory and visual data analysis of social network and media data
  • Identification and discovery of dynamics and evolution patterns of social network and media data based on data mining and machine learning approachess
  • Topological and spatio-temporal aspects in social networks and social media
  • Large-scale graph, search and time series algorithms on social networks
  • Social network analysis and mining tasks:
    • Anomaly and outlier detection
    • Community discovery
    • Link and node classification
    • Link and node prediction
    • Entity resolution
    • (Social) Graph construction
  • Data mining applications on social network and media data:
    • Recommender systems
    • Opinion and suggestion mining
    • Sentiment analysis
    • Misbehavior detection
    • Activity prediction
    • Event detection
    • (Epidemic) Spreading
  • Applications of social network and media in business, engineering, scientific, medical and public health domains, terrorism and/or criminology, fraud detection, politics, cyberbullying, and case studies
    • Special case study: social behavior analysis due to COVID-19
  • Analysis and mining of location-based social networks, urban (social) networks, multilayer social networks and others
  • Social media monitoring and analysis
  • Ethics, privacy and security in online social networks and social media platforms
  • Tools and infrastructures for social networking platforms and web communities
  • New applications and services arising from big data, social network analysis and social media.



Credits and Sources

[1] SNMAM 2020 : Social Network and Media Analysis and Mining


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