CrowdPulse: A framework for real-time semantic analysis of social streams

Musto Cataldo; Semeraro Giovanni; Lops Pasquale; de Gemmis Marco

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CrowdPulse: A framework for real-time semantic analysis of social streams

机译：CrowdPulse：对社交流进行实时语义分析的框架

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摘要

The recent huge availability of data coming from mobile phones, social networks and urban sensors leads research scientists to new opportunities and challenges. For example, mining micro-blogs content to unveil latent information about people sentiment and opinions is drawing more and more attention, since it can improve the understanding of complex phenomena and paves the way to the development of new innovative and intelligent services.

机译：最近来自手机，社交网络和城市传感器的大量数据可为研究科学家带来新的机遇和挑战。例如，挖掘微博内容以揭示有关人们情感和观点的潜在信息正受到越来越多的关注，因为它可以增进对复杂现象的理解并为开发新的创新和智能服务铺平道路。

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来源
《Information Systems》 |2015年第12期|127-146|共20页
作者
Musto Cataldo; Semeraro Giovanni; Lops Pasquale; de Gemmis Marco;
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作者单位

Univ Bari Aldo Moro, Dept Comp Sci, Bari, Italy.;

Univ Bari Aldo Moro, Dept Comp Sci, Bari, Italy.;

Univ Bari Aldo Moro, Dept Comp Sci, Bari, Italy.;

Univ Bari Aldo Moro, Dept Comp Sci, Bari, Italy.;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Smart cities; Social networks; Text analytics; Sentiment analysis; Semantics;

机译：智慧城市;社交网络;文本分析;情感分析;语义;

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2. Extracting and evaluating conversational patterns in social media: A socio-semantic analysis of customers' reactions to the launch of new products using Twitter streams [J] . Lipizzi Carlo, Iandoli Luca, Ramirez Marquez Jose Emmanuel International Journal of Information Management . 2015,第4期

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4. A combined semantic social network analysis framework to integrate social media data [C] . Pankong Nichakorn, Prakancharoen Somchai, Buranarach Marut 2012 4th International Conference on Knowledge and Smart Technology . 2012

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5. A Framework for Real-Time Event Detection for Emergency Situations Using Social Media Streams. [D] . Katragadda, Satya S. 2016

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6. Deep-Framework: A Distributed Scalable and Edge-Oriented Framework for Real-Time Analysis of Video Streams [O] . Alessandro Sassu, Jose Francisco Saenz-Cogollo, Maurizio Agelli 2021

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7. A Framework for Real-time Semantic Social Media Analysis [O] . Maynard D. G., Roberts I., Greenwood M. A., 100

机译：实时语义社交媒体分析框架

CrowdPulse: A framework for real-time semantic analysis of social streams

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