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Mining Social and Urban Big Data

Published: 18 May 2015 Publication History

Abstract

In recent years, with the rapid development of positioning technologies, online social networks, sensors and smart devices, large scale human behavioral data are now readily available. The growing availability of such behavioral data provides us unprecedented opportunities to gain more in depth understanding of users in both the physical world and cyber world, especially in online social networks. In this talk, I will introduce our recent research efforts in social and urban mining based on large-scale human behavioral datasets showcased by two projects: 1) LifeSpec: Modeling the spectrum of urban lifestyles based on heterogeneous online social network data. 2) L2P: Inferring demographic attributes from location check-ins.

Cited By

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  • (2017)MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social NetworksBig Data Analytics and Knowledge Discovery10.1007/978-3-319-64283-3_10(130-145)Online publication date: 3-Aug-2017
  • (2016)An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA)10.1109/ICMLA.2016.0091(514-521)Online publication date: Dec-2016

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WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web
May 2015
1602 pages
ISBN:9781450334730
DOI:10.1145/2740908

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  • IW3C2: International World Wide Web Conference Committee

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 May 2015

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Author Tags

  1. algorithms
  2. experimentation
  3. performance

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WWW '15
Sponsor:
  • IW3C2

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Cited By

View all
  • (2017)MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social NetworksBig Data Analytics and Knowledge Discovery10.1007/978-3-319-64283-3_10(130-145)Online publication date: 3-Aug-2017
  • (2016)An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA)10.1109/ICMLA.2016.0091(514-521)Online publication date: Dec-2016

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