A survey of information diffusion models and relevant problems

There has been tremendous interest in diffusion of innovations or information in a social system. Nowadays, social networks (offline as well as online) are considered as important medium for diffusion and large amount of research has been conducted to understand the dynamics of diffusion in social n...

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Main Authors: LUU, Minh Duc, HOANG, Tuan Anh, LIM, Ee-Peng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2011
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Online Access:https://ink.library.smu.edu.sg/sis_research/3506
https://ink.library.smu.edu.sg/context/sis_research/article/4507/viewcontent/C04___A_Survey_of_Information_Diffusion_Models_and_Relevant_Problems__ICADL2011__.pdf
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spelling sg-smu-ink.sis_research-45072017-11-19T13:13:37Z A survey of information diffusion models and relevant problems LUU, Minh Duc HOANG, Tuan Anh LIM, Ee-Peng There has been tremendous interest in diffusion of innovations or information in a social system. Nowadays, social networks (offline as well as online) are considered as important medium for diffusion and large amount of research has been conducted to understand the dynamics of diffusion in social networks. In this work, we review some of the models proposed for diffusion in social networks. We also highlight the major features of these models by dividing the surveyed models into two categories: non-network and network diffusion models. The former refers to user communities without any knowledge about the user relationship network and the latter is more applicable to the social networks where user relationships network are given (e.g. Facebook.com, blog networks). These findings aim at providing a clear, systematic view on existing models. Moreover, we strive to show the connections among these models. Finally, our survey also helps to review what have been achieved in this area and what may need to be improved. 2011-10-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/3506 https://ink.library.smu.edu.sg/context/sis_research/article/4507/viewcontent/C04___A_Survey_of_Information_Diffusion_Models_and_Relevant_Problems__ICADL2011__.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Databases and Information Systems Social Media
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Databases and Information Systems
Social Media
spellingShingle Databases and Information Systems
Social Media
LUU, Minh Duc
HOANG, Tuan Anh
LIM, Ee-Peng
A survey of information diffusion models and relevant problems
description There has been tremendous interest in diffusion of innovations or information in a social system. Nowadays, social networks (offline as well as online) are considered as important medium for diffusion and large amount of research has been conducted to understand the dynamics of diffusion in social networks. In this work, we review some of the models proposed for diffusion in social networks. We also highlight the major features of these models by dividing the surveyed models into two categories: non-network and network diffusion models. The former refers to user communities without any knowledge about the user relationship network and the latter is more applicable to the social networks where user relationships network are given (e.g. Facebook.com, blog networks). These findings aim at providing a clear, systematic view on existing models. Moreover, we strive to show the connections among these models. Finally, our survey also helps to review what have been achieved in this area and what may need to be improved.
format text
author LUU, Minh Duc
HOANG, Tuan Anh
LIM, Ee-Peng
author_facet LUU, Minh Duc
HOANG, Tuan Anh
LIM, Ee-Peng
author_sort LUU, Minh Duc
title A survey of information diffusion models and relevant problems
title_short A survey of information diffusion models and relevant problems
title_full A survey of information diffusion models and relevant problems
title_fullStr A survey of information diffusion models and relevant problems
title_full_unstemmed A survey of information diffusion models and relevant problems
title_sort survey of information diffusion models and relevant problems
publisher Institutional Knowledge at Singapore Management University
publishDate 2011
url https://ink.library.smu.edu.sg/sis_research/3506
https://ink.library.smu.edu.sg/context/sis_research/article/4507/viewcontent/C04___A_Survey_of_Information_Diffusion_Models_and_Relevant_Problems__ICADL2011__.pdf
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