发明名称 Automated content generation
摘要 Systems and methods for creating and revising information objects, such as proposed storylines, product descriptions, etc., are provided. In some examples, a computational linguistics program may be used to generate an information object, the fitness of which may be assessed using an AAI as the fitness function of an evolutionary algorithm. Satisfactory information objects may be forwarded for execution, e.g. production, whereas unsatisfactory objects may be refined by adapting the objects themselves and/or the algorithm used to generate the objects using evolutionary algorithm techniques.
申请公布号 US9589228(B1) 申请公布日期 2017.03.07
申请号 US201414207334 申请日期 2014.03.12
申请人 Amazon Technologies, Inc. 发明人 Gorski Christopher Alex
分类号 G06N5/02 主分类号 G06N5/02
代理机构 Lowenstein Sandler LLP 代理人 Lowenstein Sandler LLP
主权项 1. A computer-implemented method, comprising: generating, by a computational linguistic program on a computer system, an information object including descriptive language; assigning a plurality of assessment parameters to the information object; assigning a category identifier to the information object; distributing, by a computerized network, the information object to a plurality of human evaluators; receiving responses from the human evaluators including assessments of the information object based at least in part on the plurality of assessment parameters and the category identifier; rating, by an evolutionary algorithm, the information object based at least in part on the responses from the human evaluators; and automatically selecting between at least the options of: forwarding the information object to an execution module based at least in part on the rating exceeding a first threshold,adjusting at least one of the descriptive language or the computational linguistic program based on the rating exceeding a second threshold, ordeleting the information object based on the rating not exceeding the second threshold, wherein the method includes generating and rating a plurality of the information objects, and forwarding information objects exceeding the first threshold to the execution module, adjusting the at least one of the descriptive language or the computational linguistic program for information objects exceeding the second threshold, and deleting information objects not exceeding the second threshold.
地址 Reno NV US