ARCHITECTURE FOR PREDICTING NETWORK ACCESS PROBABILITY OF DATA FILES ACCESSIBLE OVER A COMPUTER NETWORK
First Claim
1. A method comprising:
- generating a primary data vector for a media file based on a stored data representation of the media file;
providing the data vector for the media file to an algorithm for predicting a marketability of the media file based on past interaction information for at least one other media file from a collection of media files having a degree of similarity with the media file above a threshold similarity value; and
receiving, as an output of the algorithm, a marketability score for the media file, the marketability score indicative of a likelihood that a user will download the media file.
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Abstract
Methods for predicting network access probability of data files accessible over a computer network are provided. In one aspect, a method includes generating a primary data vector for a media file based on a stored data representation of the file, and providing the data vector for the file to an algorithm that uses past interaction information for at least one other media file from a collection of media files having a degree of similarity with the media file above a threshold similarity value. The method also includes receiving, as an output of the algorithm, a marketability score for the media file, the score indicative of a likelihood that a user will download the media file. Systems and machine-readable media are also provided.
46 Citations
20 Claims
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1. A method comprising:
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generating a primary data vector for a media file based on a stored data representation of the media file; providing the data vector for the media file to an algorithm for predicting a marketability of the media file based on past interaction information for at least one other media file from a collection of media files having a degree of similarity with the media file above a threshold similarity value; and receiving, as an output of the algorithm, a marketability score for the media file, the marketability score indicative of a likelihood that a user will download the media file. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 19)
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12. A system comprising:
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a memory comprising a media file; and a processor configured to execute instructions to; generate a primary data vector for a media file based on a stored data representation of the media file; provide the data vector for the media file to an algorithm for predicting a marketability of the media file based on past interaction information for at least one other media file from a collection of media files having a degree of similarity with the media file above a threshold similarity value; and receive, as an output of the algorithm, a marketability score for the media file, the marketability score indicative of a likelihood that a user will download the media file. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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20. A non-transitory machine-readable storage medium comprising machine-readable instructions for causing a processor to execute a method comprising:
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generating a primary data vector for a media file based on a stored data representation of the media file; providing the data vector for the media file to an algorithm for predicting a marketability of the media file based on past interaction information for at least one other media file from a collection of media files having a degree of similarity with the media file above a threshold similarity value; and receiving, as an output of the algorithm, a marketability score for the media file, the marketability score indicative of a likelihood that a user will download the media file.
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Specification