Algorithmic accountability: Journalistic investigation of computational power structures

N Diakopoulos - Digital journalism, 2015 - Taylor & Francis
Every day automated algorithms make decisions that can amplify the power of businesses
and governments. Yet as algorithms come to regulate more aspects of our lives, the contours …

[图书][B] Natural language processing for social media

A Farzindar, D Inkpen, G Hirst - 2015 - Springer
In recent years, online social networking has revolutionized interpersonal communication.
The newer research on language analysis in social media has been increasingly focusing …

Multi-modal event topic model for social event analysis

S Qian, T Zhang, C Xu, J Shao - IEEE transactions on …, 2015 - ieeexplore.ieee.org
With the massive growth of social events in Internet, it has become more and more difficult to
exactly find and organize the interesting events from massive social media data, which is …

Social event classification via boosted multimodal supervised latent dirichlet allocation

S Qian, T Zhang, C Xu, MS Hossain - ACM Transactions on Multimedia …, 2015 - dl.acm.org
With the rapidly increasing popularity of social media sites (eg, Flickr, YouTube, and
Facebook), it is convenient for users to share their own comments on many social events …

Advocacy organizations' evaluation of social media information for NGO journalism: The evidence and engagement models

E McPherson - American Behavioral Scientist, 2015 - journals.sagepub.com
This article contributes to the emergent literature on the use of social media at advocacy
organizations. Much of this existing literature focuses on these organizations' production of …

Predicting user engagement on twitter with real-world events

Y Hu, S Farnham, K Talamadupula - Proceedings of the International …, 2015 - ojs.aaai.org
People invest time, attention, and emotion while engaging in various activities in the real-
world, for either purposes of awareness or participation. Social media platforms such as …

Opinion-mining methodology for social media analytics

Y Kim, SR Jeong - KSII Transactions on Internet and Information …, 2015 - koreascience.kr
Social media have emerged as new communication channels between consumers and
companies that generate a large volume of unstructured text data. This social media content …

Semantic systems and visual tools to support environmental communication

A Scharl, D Herring, W Rafelsberger… - IEEE Systems …, 2015 - ieeexplore.ieee.org
Given the intense attention that environmental topics such as climate change attract in news
and social media coverage, scientists and communication professionals want to know how …

Editorial algorithms: Using social media to discover and report local news

R Schwartz, M Naaman, R Teodoro - Proceedings of the International …, 2015 - ojs.aaai.org
The role of algorithms in the detection, curation and broadcast of news is becoming
increasingly prevalent. To better understand this role we developed CityBeat, a system that …

Geovisual analytics approach to exploring public political discourse on Twitter

JK Nelson, S Quinn, B Swedberg, W Chu… - … International Journal of …, 2015 - mdpi.com
We introduce spatial patterns of Tweets visualization (SPoTvis), a web-based geovisual
analytics tool for exploring messages on Twitter (or “tweets”) collected about political …