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An eleven-page appendix details recommendations for items to be included in the stimulus bill that Obama proposed in his first weeks in office.
Firefly, a spinoff of Nicholas Negroponte's Media Lab at the Massachusetts Institute of Technology, designed a form of artificial intelligence that can offer recommendations for items like music and movies based on Internet users' tastes, preferences and behavior when they go to Web sites.
For example, eBay buyers are expected to benefit from Hunch's predictive ability to generate meaningful, yet often non-obvious, recommendations for items available on eBay based on their specific tastes.
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From these interviews transcribed audiotapes and interviewer notes were used to generate an item-by-item summary of each questionnaire section and included recommendations for item modifications.
21 Following recommendations for item analysis as proposed by Ferketich 25 and Nunnally and Bernstein, 26 the 17 DDS items were examined.
The experts were asked to rate the relevance of each question item based on their expertise and to provide editorial recommendations for item improvement or elimination.
Deletion may be an option when missing values on variables are not central to the analysis [ 60], and recommendations for item deletion range from 15% 40% % [ 64].
Assessment of multivariate normality of distribution of data in AMOS, using recommendations for item skewness (± 3) and kurtosis (± 7) [ 55] indicated that the data did not significantly deviate from normality.
As collaborative filtering recommendations are calculated based on the centered cosine similarity, items with few co-ratings are more likely to reciprocate their recommendations for other items with only few ratings, and popular items with many co-ratings are more likely to recommend other popular items.
Let the target user (u_i) has requested the list of recommendations for all items and sends his item preferences to the server.
Once the user (u_i) gets the list of recommendations for all items, he chooses the highest recommended item for him.
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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