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Society's reliance on social media as a primary source of news has spawned a renewed focus on the spread of misinformation. In this work, we identify the differences in how social media accounts identified as bots react to news sources of…

社会与信息网络 · 计算机科学 2018-07-17 Maria Glenski , Tim Weninger , Svitlana Volkova

Social Media are nowadays the privileged channel for information spreading and news checking. Unexpectedly for most of the users, automated accounts, also known as social bots, contribute more and more to this process of news spreading.…

社会与信息网络 · 计算机科学 2021-06-08 Guido Caldarelli , Rocco De Nicola , Fabio Del Vigna , Marinella Petrocchi , Fabio Saracco

Online Social Networks have revolutionized how we consume and share information, but they have also led to a proliferation of content not always reliable and accurate. One particular type of social accounts is known to promote unreputable…

社会与信息网络 · 计算机科学 2023-04-18 Edoardo Di Paolo , Marinella Petrocchi , Angelo Spognardi

Twitter has become one of the main sources of news for many people. As real-world events and emergencies unfold, Twitter is abuzz with hundreds of thousands of stories about the events. Some of these stories are harmless, while others could…

社会与信息网络 · 计算机科学 2016-06-21 Soroush Vosoughi , Deb Roy

We present a new machine learning and text information extraction approach to detection of cyber threat events in Twitter that are novel (previously non-extant) and developing (marked by significance with respect to similarity with a…

信息检索 · 计算机科学 2019-07-19 Avishek Bose , Vahid Behzadan , Carlos Aguirre , William H. Hsu

While most online social media accounts are controlled by humans, these platforms also host automated agents called social bots or sybil accounts. Recent literature reported on cases of social bots imitating humans to manipulate…

社会与信息网络 · 计算机科学 2017-03-07 Clayton A. Davis , Onur Varol , Emilio Ferrara , Alessandro Flammini , Filippo Menczer

The advent of social media expands our ability to transmit information and connect with others instantly, which enables us to behave as "social sensors." Here, we studied concurrent bursty behavior of Twitter users during major sporting…

物理与社会 · 物理学 2015-12-21 Yuki Takeichi , Kazutoshi Sasahara , Reji Suzuki , Takaya Arita

We consider the problem of identifying coordinated influence campaigns conducted by automated agents or bots in a social network. We study several different Twitter datasets which contain such campaigns and find that the bots exhibit…

社会与信息网络 · 计算机科学 2018-05-28 Nicolas Guenon des Mesnards , Tauhid Zaman

Twitter, a microblogging service, is todays most popular platform for communication in the form of short text messages, called Tweets. Users use Twitter to publish their content either for expressing concerns on information news or views on…

社会与信息网络 · 计算机科学 2017-11-29 Dhanasekar Sundararaman , Priya Arora , Vishwanath Seshagiri

Serious concerns have been raised about the role of 'socialbots' in manipulating public opinion and influencing the outcome of elections by retweeting partisan content to increase its reach. Here we analyze the role and influence of…

社会与信息网络 · 计算机科学 2018-05-18 Marian-Andrei Rizoiu , Timothy Graham , Rui Zhang , Yifei Zhang , Robert Ackland , Lexing Xie

Socialbots, or non-human/algorithmic social media users, have recently been documented as competing for information dissemination and disruption on online social networks. Here we investigate the influence of socialbots in Mexican Twitter…

计算机与社会 · 计算机科学 2022-02-15 E. Velázquez , M. Yazdani , P. Suárez-Serrato

Social media plays a major role during and after major natural disasters (e.g., hurricanes, large-scale fires, etc.), as people ``on the ground'' post useful information on what is actually happening. Given the large amounts of posts, a…

社会与信息网络 · 计算机科学 2020-01-01 Chidubem Arachie , Manas Gaur , Sam Anzaroot , William Groves , Ke Zhang , Alejandro Jaimes

Online social media are key platforms for the public to discuss political issues. As a result, researchers have used data from these platforms to analyze public opinions and forecast election results. Recent studies reveal the existence of…

计算机与社会 · 计算机科学 2020-06-03 Kai-Cheng Yang , Pik-Mai Hui , Filippo Menczer

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

As digitalization increases, countries employ digital diplomacy, harnessing digital resources to project their desired image. Digital diplomacy also encompasses the interactivity of digital platforms, providing a trove of public opinion…

社会与信息网络 · 计算机科学 2024-01-12 Lynnette Hui Xian Ng , Kathleen M. Carley

A number of organizations ranging from terrorist groups such as ISIS to politicians and nation states reportedly conduct explicit campaigns to influence opinion on social media, posing a risk to democratic processes. There is thus a growing…

It has been widely recognized that automated bots may have a significant impact on the outcomes of national events. It is important to raise public awareness about the threat of bots on social media during these important events, such as…

计算机与社会 · 计算机科学 2020-06-05 Kai-Cheng Yang , Pik-Mai Hui , Filippo Menczer

In recent years, social bots have been using increasingly more sophisticated, challenging detection strategies. While many approaches and features have been proposed, social bots evade detection and interact much like humans making it…

社会与信息网络 · 计算机科学 2018-12-20 Isa Inuwa-Dutse , Bello Shehu Bello , Ioannis Korkontzelos

Amidst widespread reports of digital influence operations during major elections, policymakers, scholars, and journalists have become increasingly interested in the political impact of social media 'bots.' Most recently, platform companies…

计算机与社会 · 计算机科学 2018-08-16 Robert Gorwa , Douglas Guilbeault

Twitter bot detection is vital in combating misinformation and safeguarding the integrity of social media discourse. While malicious bots are becoming more and more sophisticated and personalized, standard bot detection approaches are still…

社会与信息网络 · 计算机科学 2023-10-20 Zhaoxuan Tan , Shangbin Feng , Melanie Sclar , Herun Wan , Minnan Luo , Yejin Choi , Yulia Tsvetkov