Systems and methods for increasing the accuracy of information returned for contextual signals
A context-accurate technology, applied in location-based services, transmission systems, wireless communications, etc., can solve the problems of large size and impracticality, and achieve the effect of increasing the total accuracy
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[0022] Various aspects of the technology described herein are generally directed to a technique by which a data source is used to normalize a context signal (context data) for a large number of user input requests. To this end, user requests and correctness metrics on returned replies from data sources are used to improve the accuracy of returned data for future requests with associated context signals.
[0023] For example, a user query directed to a search engine may result in location-based results being returned based on a reverse IP address lookup (a mapping from an IP address to a location including city, state, and country) using one of several reverse IP address databases. A measure of user satisfaction with location-based results can be used to determine how accurate a reverse IP address lookup is, e.g. whether a user clicks on a returned location-based result (indicating likely satisfaction), or submits another query (indicating likely dissatisfaction) . By dividing...
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