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In the last decade, Social Media platforms such as Twitter have gained importance in the various marketing strategies of companies. This work aims to examine the presence of influential content on a textual level, by investigating…

社会与信息网络 · 计算机科学 2022-02-17 Diana C. Hernandez-Bocanegra , Angela Borchert , Felix Brünker , Gautam Kishore Shahi , Björn Ross

A comprehensive understanding of data quality is the cornerstone of measurement studies in social media research. This paper presents in-depth measurements on the effects of Twitter data sampling across different timescales and different…

社会与信息网络 · 计算机科学 2020-04-07 Siqi Wu , Marian-Andrei Rizoiu , Lexing Xie

This article analyses public debate on Twitter via network representations of retweets and replies. We argue that tweets observable on Twitter have both a direct and mediated effect on the perception of public opinion. Through the interplay…

社会与信息网络 · 计算机科学 2021-03-31 Felix Gaisbauer , Armin Pournaki , Sven Banisch , Eckehard Olbrich

Social media have great potential to support diverse information sharing, but there is widespread concern that platforms like Twitter do not result in communication between those who hold contradictory viewpoints. Because users can choose…

社会与信息网络 · 计算机科学 2017-12-12 Jesse Shore , Jiye Baek , Chrysanthos Dellarocas

This work examines the influence of misinformation and the role of AI agents, called bots, on social network platforms. To quantify the impact of misinformation, it proposes two new metrics based on attributes of tweet engagement and user…

社会与信息网络 · 计算机科学 2025-05-08 Lynnette Hui Xian Ng , Wenqi Zhou , Kathleen M. Carley

We examine the temporal evolution of digital communication activity relating to the American anti-capitalist movement Occupy Wall Street. Using a high-volume sample from the microblogging site Twitter, we investigate changes in Occupy…

计算机与社会 · 计算机科学 2013-06-25 Michael D. Conover , Emilio Ferrara , Filippo Menczer , Alessandro Flammini

The rise in popularity of Twitter has led to a debate on its impact on public opinions. The optimists foresee an increase in online participation and democratization due to social media's personal and interactive nature. Cyber-pessimists,…

社会与信息网络 · 计算机科学 2014-10-03 Zhe Liu , Ingmar Weber

Streams of user-generated content in social media exhibit patterns of collective attention across diverse topics, with temporal structures determined both by exogenous factors and endogenous factors. Teasing apart different topics and…

物理与社会 · 物理学 2014-03-07 A. Panisson , L. Gauvin , M. Quaggiotto , C. Cattuto

City Logistics is characterized by multiple stakeholders that often have different views of such a complex system. From a public policy perspective, identifying stakeholders, issues and trends is a daunting challenge, only partially…

机器学习 · 计算机科学 2019-06-19 Simon Tamayo , François Combes , Gaudron Arthur

Twitter (one example of microblogging) is widely being used by researchers to understand human behavior, specifically how people behave when a significant event occurs and how it changes user microblogging patterns. The changing…

社会与信息网络 · 计算机科学 2023-02-02 Usman Anjum , Vladimir Zadorozhny , Prashant Krishnamurthy

Twitter, like many social media and data brokering companies, makes their data available through a search API (application programming interface). In addition to filtering results by date and location, researchers can search for tweets with…

社会与信息网络 · 计算机科学 2020-06-23 Emory Hufbauer , Hana Khamfroush

The detection of events from online social networks is a recent, evolving field that attracts researchers from across a spectrum of disciplines and domains. Here we report a time-series analysis for predicting events. In particular, we…

社会与信息网络 · 计算机科学 2021-11-10 Izzat Alsmadi , Michael O'Brien

We analyse a large sample of the Twitter activity developed around the social movement 'Occupy Wall Street' to study the complex interactions between the human communication activity and the semantic content of a discussion. We use a…

社会与信息网络 · 计算机科学 2016-02-17 Floriana Gargiulo , Jacopo Bindi , Andrea Apolloni

Previous studies have shown that Twitter users have biases to tweet from certain locations, locational bias, and during certain hours, temporal bias. We used three years of geolocated Twitter Data to quantify these biases and test our…

社会与信息网络 · 计算机科学 2016-09-15 Aiman Soliman , Kiumars Soltani , Anand Padmanabhan , Shaowen Wang

Opinion polls have been the bridge between public opinion and politicians in elections. However, developing surveys to disclose people's feedback with respect to economic issues is limited, expensive, and time-consuming. In recent years,…

社会与信息网络 · 计算机科学 2018-02-07 Amir Karami , London S. Bennett , Xiaoyun He

Social media represent powerful tools of mass communication and information diffusion. They played a pivotal role during recent social uprisings and political mobilizations across the world. Here we present a study of the Gezi Park movement…

社会与信息网络 · 计算机科学 2014-06-30 Onur Varol , Emilio Ferrara , Christine L. Ogan , Filippo Menczer , Alessandro Flammini

With the proliferation of social media over the last decade, determining people's attitude with respect to a specific topic, document, interaction or events has fueled research interest in natural language processing and introduced a new…

计算与语言 · 计算机科学 2017-10-09 Monireh Ebrahimi , Amir Hossein Yazdavar , Amit Sheth

Because of its willingness to share data with academia and industry, Twitter has been the primary social media platform for scientific research as well as for consulting businesses and governments in the last decade. In recent years, a…

社会与信息网络 · 计算机科学 2023-04-12 Juergen Pfeffer , Angelina Mooseder , Jana Lasser , Luca Hammer , Oliver Stritzel , David Garcia

The need for a comprehensive study to explore various aspects of online social media has been instigated by many researchers. This paper gives an insight into the social platform, Twitter. In this present work, we have illustrated stepwise…

社会与信息网络 · 计算机科学 2021-05-24 Shahab Saquib Sohail , Mohammad Muzammil Khan , M. Afshar Alam

With the increasing use of online social networks as a source of news and information, the propensity for a rumor to disseminate widely and quickly poses a great concern, especially in disaster situations where users do not have enough time…

社会与信息网络 · 计算机科学 2020-02-27 Abiola Osho , Caden Waters , George Amariucai