منابع مشابه
Link prediction on Twitter
With over 300 million active users, Twitter is among the largest online news and social networking services in existence today. Open access to information on Twitter makes it a valuable source of data for research on social interactions, sentiment analysis, content diffusion, link prediction, and the dynamics behind human collective behaviour in general. Here we use Twitter data to construct co...
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Social media have gained increased usage rapidly for a discrepancy of reasons. Participants were asked to view one of six mock Twitter.com pages that varied both the number of followers and the ratio between followers and follows on the page and report their perceived source worthy of trust. This research examines mediocre factors and speculative relevant contextual variables that affect sensat...
متن کاملLink Prediction using Network Embedding based on Global Similarity
Background: The link prediction issue is one of the most widely used problems in complex network analysis. Link prediction requires knowing the background of previous link connections and combining them with available information. The link prediction local approaches with node structure objectives are fast in case of speed but are not accurate enough. On the other hand, the global link predicti...
متن کاملLanguage-independent Gender Prediction on Twitter
In this paper we present a set of experiments and analyses on predicting the gender of Twitter users based on languageindependent features extracted either from the text or the metadata of users’ tweets. We perform our experiments on the TwiSty dataset containing manual gender annotations for users speaking six different languages. Our classification results show that, while the prediction mode...
متن کاملPrediction of Topic Volume on Twitter
All Rights Reserved by Authors, 2012. Work sponsored by NSF SoCS Grant IIS-1111118 and IIS-1111182 titled as “Social Media Enhanced Organizational Sensemaking in Emergency Response” A tweet is considered relevant to a specific topic if its text contain one or more pre-defined keyword(s) or hashtag(s) representing the topic. For example, with reference to the Occupy Wall Street movement: • “CEO ...
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ژورنال
عنوان ژورنال: PLOS ONE
سال: 2017
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0181079