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QueryTogether and the corresponding study demonstrate the importance of entity based interfaces to improve collaboration by facilitating balanced participation, flexibility of collaboration styles and social processing of search entities across conversation and devices.
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As there is a natural correlation between reputation and risk (e.g., less reputable entities generally pose high risks), we define an entity's risk as P(x R )=(1−P(x NR )) weighted by the importance of the entity, such that a high-value asset will experience a large increase in its risk score even with a small decline in its reputation.
We use these weights to measure the importance of the entity for a query of the matrix and also for a document of the textual collection.
On top of this, the system is able to understand "the importance of the entities in the world which can be calculated as a number, such as events beginning and ending, births, deaths, wars, founding of businesses and the release of publications".
Nevertheless, mortality remains high at 40%, and the incidence of ALI/ARDS of approximately 80/100,000 person-years in the USA [ 3] underlines the importance of these entities to critical care medicine and public health in general.
Finally, the high number of corpora available for gene/protein corpora is due to the importance of these entities for the molecular biology domain and to the research in the last years on PPIs and biological events.
We highlight the importance of suspecting this entity to make a correct initial diagnosis.
Our study demonstrated the importance of studying moving entities in wayfinding and has implications for designing better wayfinding training programs.
The importance of strengthening governance entities, networks and processes (e.g., harmonization of policies, education and awareness of policies) was also a prominent outcome of the diagnosis.
By emphasising the importance of real-world entities and by encouraging a more specific interpretation than the generalisation of a "conceptualisation", realism helps to avoid the introduction of unnecessary layers of abstraction.
The importance of knowing these entities cannot be underestimated given the implications for management.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com