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Avatars as recommender agents provide suggestions of items based on personal consumer profile and past purchases.
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I predict, based on personal anecdotal evidence, that consumer fatigue around the notion of Black Friday may very well be kicking in.
Typical approaches applied in large-scale consumers, like providing targeted incentives for behavioral change, cannot be employed in this case due to the lack of models for everyday habits, activities and consumption patterns, as well as the inability to model consumer response based on personal comfort.
Do businesses suffer from inequitable consumer ratings based on personal preferences and tastes?
The Fed uses a different inflation measure based on personal consumption expenditures that tends to run lower than the consumer price index.
They are able stay up on the trends, without constantly looking at fashion magazines". Influencers are in a unique position to keep consumers updated on trends and connect with smaller audiences based on personal style.
Bread quality assessment by sensory properties is largely based on personal judgment and subjective qualitative evaluation, whereas the results cannot be absolute but reflect the influences of consumer preferences [ 15].
Running a typical high-end consumer computer, Lauter calculated the heart attack risk of a patient in about 0.2 seconds based on personal health information.
Most are based on personal experience.
Are any based on personal experiences?
Women become friends based on personal chemistry.
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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