SNES: Social-Network-Oriented Public Opinion Monitoring Platform Based on ElasticSearch

With the rapid development of social network, public opinion monitoring based on social networks is becoming more and more important. Many platforms have achieved some success in public opinion monitoring. However, these platforms cannot perform well in scalability, fault tolerance, and real-time pe...

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Veröffentlicht in:Computers, materials & continua materials & continua, 2019-01, Vol.61 (3), p.1271-1283
Hauptverfasser: You, Chuiju, Zhu, Dongjie, Sun, Yundong, Ye, Anshan, Wu, Gangshan, Cao, Ning, Qiu, Jinming, Zhou, Helen Min
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container_end_page 1283
container_issue 3
container_start_page 1271
container_title Computers, materials & continua
container_volume 61
creator You, Chuiju
Zhu, Dongjie
Sun, Yundong
Ye, Anshan
Wu, Gangshan
Cao, Ning
Qiu, Jinming
Zhou, Helen Min
description With the rapid development of social network, public opinion monitoring based on social networks is becoming more and more important. Many platforms have achieved some success in public opinion monitoring. However, these platforms cannot perform well in scalability, fault tolerance, and real-time performance. In this paper, we propose a novel social-network-oriented public opinion monitoring platform based on ElasticSearch (SNES). Firstly, SNES integrates the module of distributed crawler cluster, which provides real-time social media data access. Secondly, SNES integrates ElasticSearch which can store and retrieve massive unstructured data in near real time. Finally, we design subscription module based on Apache Kafka to connect the modules of the platform together in the form of message push and consumption, improving message throughput and the ability of dynamic horizontal scaling. A great number of empirical experiments prove that the platform can adapt well to the social network with highly real-time data and has good performance in public opinion monitoring.
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source Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Digital media
Fault tolerance
Modules
Monitoring
Platforms
Public opinion
Real time
Social networks
Unstructured data
title SNES: Social-Network-Oriented Public Opinion Monitoring Platform Based on ElasticSearch
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