Exact(5)
Our main interest is in identifying the extent to which social contagion and homophily drive sentiment dynamics within the social network.
Overall, the finding that the effects of various network covariates are strongly content-dependent suggests that a standard contagion framework might be too constrained to understand the health sentiment dynamics occurring on this network.
With phrase dictionaries, the resulting phrase shift graphs will allow for a more nuanced and detailed analysis of a corpus's sentiment score [6], ultimately affording clearer stories for sentiment dynamics.
Because our main interest is in assessing the effects of homophily and social contagion on the health sentiment dynamics in the network, we would like to measure the effects of both how many opinionated people a user is connected to, as well as how many opinionated messages a user is exposed to.
The health sentiment dynamics captured on this network are given by time-stamped messages published by the online social network users, retrospectively classified as expressing positive, neutral or negative sentiments about the intent to get immunized with pandemic influenza H1N1 vaccine [7].
Similar(55)
There were concerns about sustainability of positive effects however, and many negative sentiments and dynamics.
The network covariates as summarized in Figure 1 capture a number of important aspects of network history H t − thought to be relevant for the dynamics of sentiment expression.
So, while I find the machinations and hype over the the race-that-is-over pretty boring, there is a lot of hope to be found in the bubbling up of voter sentiment reflected in the dynamics of the political insider game.
The dynamics of sentiments and behaviors on social networks is of great importance in many fields concerning human affairs [24], and particularly also in the health domain.
In general, the ability to measure the dynamics of sentiments on online networks generates opportunities to dramatically reduce the time lag between communication strategies and the assessment of the effects of those strategies.
The investment reflects not just the changing political and public policy sentiment toward energy but changing dynamics within the venture capital business.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com