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  1. How biased is the sample? Reverse engineering the ranking algorithm of Facebook’s Graph application programming interface.Justin Chun-Ting Ho - 2020 - Big Data and Society 7 (1).
    Facebook research has proliferated during recent years. However, since November 2017, Facebook has introduced a new limitation on the maximum amount of page posts retrievable through their Graph application programming interface, while there is limited documentation on how these posts are selected. This paper compares two datasets of the same Facebook page, a full dataset obtained before the introduction of the limitation and a partial dataset obtained after, and employs bootstrapping technique to assess the bias caused by the new limitation. (...)
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  • Where the Smart Things Are: Social Machines and the Internet of Things.Paul Smart, Aastha Madaan & Wendy Hall - 2019 - Phenomenology and the Cognitive Sciences 18 (3):551-575.
    The emergence of large-scale social media systems, such as Wikipedia, Facebook, and Twitter, has given rise to a new multi-disciplinary effort based around the concept of social machines. For the most part, this research effort has limited its attention to the study of Web-based systems. It has also, perhaps unsurprisingly, tended to highlight the social scientific relevance of such systems. The present paper seeks to expand the scope of the social machine research effort to encompass the Internet of Things. One (...)
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