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Only by pooling their proprietary data could they get reliable marks.
Because their proprietary data was more varied and nuanced than Gallup's, Mr. Obama's advisers also knew then that it was too soon to assess Mr. Ryan's impact.
Twenty-six percent of the members who responded to an annual survey said that their proprietary data or trade secrets had been compromised or stolen at their China operations, according to the report from the business lobby, the American Chamber of Commerce in China.
Brokers have long horded their "proprietary data" keeping it offline as a result, but visit a handful of them and there's a good chance you'll find some overlap in their listings result.
While BaaS platforms like Parse or StackMob (which is about to shut down after its acquisition by PayPal) remove much of the hassle of managing and scaling the server stack that powers modern applications, enterprises are still often hesitant to host their proprietary data on somebody else's servers.
Part of the reason why it's such a pain in the butt to find great office space is that, traditionally, the process has lived offline, confined to a world of brokers and their proprietary data, little to no transparency, and long-term leases.
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Large consumer platforms already use machine learning to take advantage of their immense proprietary data to power core competencies in ways that others cannot replicate – Google with search, Facebook with its newsfeed, Netflix with recommendations and Amazon with pricing.
Coord has performed the same painstaking data normalization for toll roads (there are more than 200 of them, and almost all use their own proprietary data format, which required the company to integrate with all of them) as well as bike sharing (dozens of providers across the country).
The scientist who led the mobile phone research for GoodGuide, Pedro Vieira, said that to derive its product-scores, the company licenses and compiles studies from government, academic, business and independent research organizations, adding some of their own proprietary data to the mix.
Data exclusivity allows companies to keep their proprietary research data on new biologics private for a specified period of time.
Apart from confidentiality and IP issues, the use of a wide variety of ELNs, each with their own, often proprietary, data structures, is a significant barrier.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com