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Tumblr, as a leading content provider and social media, attracts 371 million monthly visits, 280 million blogs and 53.3 million daily posts. The popularity of Tumblr provides great opportunities for advertisers to promote their products…

Machine Learning · Computer Science 2020-01-06 Yao Zhan , Changwei Hu , Yifan Hu , Tejaswi Kasturi , Shanmugam Ramasamy , Matt Gillingham , Keith Yamamoto

As one of the leading platforms for creative content, Tumblr offers advertisers a unique way of creating brand identity. Advertisers can tell their story through images, animation, text, music, video, and more, and promote that content by…

Computation and Language · Computer Science 2016-06-24 Mihajlo Grbovic , Vladan Radosavljevic , Nemanja Djuric , Narayan Bhamidipati , Ananth Nagarajan

Tumblr is one of the largest and most popular microblogging website on the Internet. Studies shows that due to high reachability among viewers, low publication barriers and social networking connectivity, microblogging websites are being…

Social and Information Networks · Computer Science 2016-03-31 Swati Agarwal , Ashish Sureka

Microblogging is a very popular Internet activity that informs and entertains great multitudes of people world-wide via quickly and scalably disseminated terse messages containing all kinds of newsworthy utterances. Even though…

Information Retrieval · Computer Science 2014-09-10 Mishari Almishari , Mohamed Ali Kaafar , Gene Tsudik , Ekin Oguz

A set of 1.4 million biomedical papers was analyzed with regards to how often articles are mentioned on Twitter or saved by users on Mendeley. While Twitter is a microblogging platform used by a general audience to distribute information,…

Digital Libraries · Computer Science 2014-10-03 Stefanie Haustein , Vincent Larivière , Mike Thelwall , Didier Amyot , Isabella Peters

This paper presents a quantitative study of Twitter, one of the most popular micro-blogging services, from the perspective of user influence. We crawl several datasets from the most active communities on Twitter and obtain 20.5 million user…

Social and Information Networks · Computer Science 2013-07-17 Huy Nguyen , Rong Zheng

Instagram is a relatively new form of communication where users can instantly share their current status by taking pictures and tweaking them using filters. It has seen a rapid growth in the number of users as well as uploads since it was…

Social and Information Networks · Computer Science 2014-10-30 Lydia Manikonda , Yuheng Hu , Subbarao Kambhampati

We study how users of multiple online social networks (OSNs) employ and share information by studying a common user pool that use six OSNs - Flickr, Google+, Instagram, Tumblr, Twitter, and YouTube. We analyze the temporal and topical…

Social and Information Networks · Computer Science 2016-11-15 Bang Hui Lim , Dongyuan Lu , Tao Chen , Min-Yen Kan

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…

Social and Information Networks · Computer Science 2017-11-29 Dhanasekar Sundararaman , Priya Arora , Vishwanath Seshagiri

A UK-based online questionnaire investigating aspects of usage of user-generated media (UGM), such as Facebook, LinkedIn and Twitter, attracted 587 participants. Results show a high degree of engagement with social networking media such as…

Social and Information Networks · Computer Science 2013-06-05 Kalina Bontcheva , Genevieve Gorrell , Bridgette Wessels

This workshop paper reports on an ongoing mixed-methods study on the two arguably most popular social network sites, Facebook and Twitter, for the same users. The overarching goal of the study is to shed light into the nuances of social…

Social and Information Networks · Computer Science 2020-11-30 Tasos Spiliotopoulos , Ian Oakley

In the Twitter blogosphere, the number of followers is probably the most basic and succinct quantity for measuring popularity of users. However, the number of followers can be manipulated in various ways; we can even buy follows. Therefore,…

Social and Information Networks · Computer Science 2014-01-16 Kodai Saito , Naoki Masuda

In recent years, social networks have shown diversity in function and applications. People begin to use multiple online social networks simultaneously for different demands. The ability to uncover a user's latent topic and social network…

Social and Information Networks · Computer Science 2021-09-13 Ziqing Zhu , Jiuxin Cao , Tao Zhou , Huiyu Min , Bo Liu

Centrality is one of the most studied concepts in social network analysis. There is a huge literature regarding centrality measures, as ways to identify the most relevant users in a social network. The challenge is to find measures that can…

Social and Information Networks · Computer Science 2016-04-26 Fabián Riquelme , Pablo González-Cantergiani

Microblogging platforms constitute a popular means of real-time communication and information sharing. They involve such a large volume of user-generated content that their users suffer from an information deluge. To address it, numerous…

Information Retrieval · Computer Science 2019-01-18 Efi Karra Taniskidou , George Papadakis , George Giannakopoulos , Manolis Koubarakis

Twitter is one of the most prominent Online Social Networks. It covers a significant part of the online worldwide population~20% and has impressive growth rates. The social graph of Twitter has been the subject of numerous studies since it…

Social and Information Networks · Computer Science 2023-05-29 Despoina Antonakaki , Sotiris Ioannidis , Paraskevi Fragopoulou

This project addresses the problem of sentiment analysis in twitter; that is classifying tweets according to the sentiment expressed in them: positive, negative or neutral. Twitter is an online micro-blogging and social-networking platform…

Computation and Language · Computer Science 2015-09-15 Afroze Ibrahim Baqapuri

After Twitter's ownership change and policy shifts, many users reconsidered their go-to social media outlets and platforms like Mastodon, Bluesky, and Threads became attractive alternatives in the battle for users. Based on the data from…

Social and Information Networks · Computer Science 2024-01-12 Ujun Jeong , Ayushi Nirmal , Kritshekhar Jha , Susan Xu Tang , H. Russell Bernard , Huan Liu

Animated GIFs are becoming increasingly popular in online communication. People use them to express emotion, share their interests and enhance (or even replace) short-form texting; they are a new means to tell visual stories. Some creative…

Social and Information Networks · Computer Science 2021-08-19 Yunseok Jang , Yale Song , Gunhee Kim

We tackle the blog recommendation problem in Tumblr for mobile users in this paper. Blog recommendation is challenging since most mobile users would suffer from the cold start when there are only a limited number of blogs followed by the…

Information Retrieval · Computer Science 2016-06-28 Yue Shi , Erheng Zhong , Suju Rajan , Liang Dong , Hao-wei Tseng , Beitao Li
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