NDLI: A Hybrid Approach for Event Social Influence Visualization

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A Hybrid Approach for Event Social Influence Visualization

Content Provider	ACM Digital Library
Author	Ji, Wenqian Fang, Zhipeng Chen, Tianjian Li, Xuan Tang, Yan Ma, Pengju Tang, Shijie
Abstract	Social network is rapidly growing to be a major platform for the dissemination of breaking events. Numerous studies focus on the user's influence in different types of social network and visualize user and event propagation process. However, little works is done to visualize and analyze the social influence of breaking events. To fill this gap, we propose VIBES, a hybrid model that combines both event popularity and event public attention to quantitatively measure and visualize event social influence through time at both macroscopic and microscopic levels. Experimental results based on two real-world event datasets from Weibo validate the effectiveness of VIBES for accurately capturing breaking sub-events as well as visualizing event social influence from different temporal granularity. The visualization results produced by VIBES are not only useful for public users to have a better understanding of breaking events, but also helpful for mass media and and government agencies to mediate and stabilize the outbreak of event.
Starting Page	117
Ending Page	121
Page Count	5
File Format	PDF
ISBN	9781450341493
DOI	10.1145/2968220.2968246
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-09-24
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Information visualization Event social influence Social network Hybrid model
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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