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People spread articles and activist alerts across platforms like Facebook and Twitter, but this includes "fake news," misinformation, and even disinformation.

While political campaigns can use Big Data to target potential voters and spread their messaging, they must confront the ability of participatory media to amplify rumors and conspiracy theories.

Altenburger, Rajlakshmi De, Kaylyn Frazier, Nikolai Avteniev, Jim Hamilton 25 Tweets to Know You: A New Model to Predict Personality with Social Media Pierre-Hadrien Arnoux, Anbang Xu, Neil Boyette, Jalal Mahmud, Rama Akkiraju, Vibha Sinha What Gets Media Attention and How Media Attention Evolves over Time — Large-Scale Empirical Evidence from 196 Countries Jisun An, Haewon Kwak Separating the Wheat from the Chaff: Evaluating Success Determinants for Online Q&A Communities Erik Aumayr, Conor Hayes Identifying Leading Indicators of Product Recalls from Online Reviews using Positive Unlabeled Learning and Domain Adaptation Shreesh Kumara Bhat, Aron Culotta Is Slacktivism Underrated?

Measuring the Value of Slacktivists for Online Social Movements Lia Bozarth, Ceren Budak Exploiting Contextual Information for Fine-Grained Tweet Geolocation Wen-Haw Chong, Ee-Peng Lim Nasty, Brutish, and Short: What Makes Election News Popular on Twitter?

These big data can be wonderful for some research questions, but they have fundamental limitations for addressing many questions because they were never designed to be used for research.

Recognizing Pathogenic Empathy in Social Media Muhammad M.

Examining Aggregated Twitter Sentiment towards Ads in 2016 Super Bowl Yuheng Hu, Tingting Nian, Cheng Chen A Longitudinal Study of Topic Classification on Twitter Zahra Iman, Scott Sanner, Mohamed Reda Bouadjenek, Lexing Xie Modeling of Political Discourse Framing on Twitter Kristen Johnson, Di Jin, Dan Goldwasser Behavioral Analysis of Review Fraud: Linking Malicious Crowdsourcing to Amazon and Beyond Parisa Kaghazgaran, James Caverlee, Majid Alfifi How to Manipulate Social Media: Analyzing Political Astroturfing Using Ground Truth Data from South Korea Franziska B.

Keller, David Schoch, Sebastian Stier, Jung Hwan Yang US Presidential Election: What Engaged People on Facebook Milad Kharratzadeh, Deniz Ustebay Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marin, Antonio Torralba, Ingmar Weber From Camera to Deathbed: Understanding Dangerous Selfies on Social Media Hemank Lamba, Varun Bharadhwaj, Mayank Vachher, Divyansh Agarwal, Megha Arora, Niharika Sachdeva, Ponnurangam Kumaraguru Controlling for Unobserved Confounds in Classification Using Correlational Constraints Virgile Landeiro, Aron Culotta Scalable News Slant Measurement Using Twitter Huyen Thi Thanh Le, Zubair Shafiq, Padmini Srinivasan Understanding How People Attend to and Engage with Foreign Language Posts in Multilingual Newsfeeds Hajin Lim, Susan R.

Sophie Chou, Deb Roy A Motif-Based Approach for Identifying Controversy Mauro Coletto, Kiran Garimella, Aristides Gionis, Claudio Lucchese ‘Just the Facts’: Exploring the Relationship between Emotional Language and Member Satisfaction in Enterprise Online Communities Ryan James Compton, Jilin Chen, Eben Haber, Hernan Badenes, Steve Whittaker Suitable for All Ages: Using Reviews to Determine Appropriateness of Products Elizabeth M.

Daly, Oznur Alkan, Michael Muller How Fast Will You Get a Response?

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