"Think algorithms and models and different software and Web crawlers, " says Christine Elliott, an American Express spokesperson.
So his team spent the next three and a half years building the algorithms that let his software read reviews and understand the semantics well enough to tag each piece of content.
The trick is writing software and algorithms that tackle industry-specific problems, such as flight scheduling that keeps pilots below flying limits and financial models that account for the cost of currency exchanges.
Johnson and his team work with computer scientists to look at the current state of the art in hardware, software, and algorithms, as well as the research coming up.
Mobile computing, the falling cost of software creation and distribution and smart computing algorithms are already here.
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Its spatial recognition software, plus heat sensors and proprietary algorithms, analyze customer movements.
Another way to determine attitudes is natural language processing methods, where software algorithms use different sets of rules to decipher statements and try to glean their intended meaning.
However, the smart software algorithms that can be employed today can take business automation and productivity to the next level.
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After installing the SSD and software, the SanDisk ReadyCache solution's advanced caching algorithms automatically manage data by caching frequently used files to improve overall performance2.
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The end result is a software program that uses a series of complex algorithms for filtering and aligning all the pieces of the transcriptome puzzle.
UIMA, which IBM developed and turned over to Apache Software Foundation, is composed of hundreds of complex algorithms.
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