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The proposed methodology succeeded in solving two problems facing the data-driven approaches.
However, the execution of physical operators faces the data format conversion challenge.
Typical recommenders have to face the data sparsity problem for new users which causes difficulty in predicting users' interests and computing criteria score (e.g., Profile).
The classical relational databases show their limitations facing the inevitable data set size, information connectivity and semi structured incoming data leading to sparse tables [8].
However, facing the explosive data demands, pure macro coverage can hardly meet the increasing requirements.
Data of perceived role included respondents who had ever faced the decision; data of preferred role included all respondents.
This is not the first lawsuit Uber is facing over the data breach.
In the field of lossless compression, most kinds of traditional software have some shortages when they face the mass data.
Maintaining frequent itemsets (patterns) is one of the most important issues faced by the data mining community.
Some methodological issues were faced when the data from all six countries were checked for consistency.
This was the first meaningful confidentiality issue we faced with the data that we were initially provided.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com