公开(公告)号：US12288009B2

公开(公告)日：2025-04-29

申请号：US17354549

申请日：2021-06-22

Applicant: Bytedance Inc.

Inventor： Leopold Silberstein ,  Addhyan Pandey ,  Abhaya Parthy ,  Boris Lerner

IPC: G06F30/20 ,  G06F111/02 ,  G06F111/10

Abstract: An apparatus, method, and computer program product are provided to predict and model the performance of option data objects prior to the introduction of such option data objects into a network environment through the application of specific rule sets that are applied in a multi-stage arrangement on sets of extracted option data object parameters. In some example implementations, option data object parameters are extracted and parsed into sets of categorical and non-categorical parameters, which may be both quantitative and qualitative, and transmitted to one or more predictive models. Through the operation of the predictive models, the option data object parameters are transformed into a weighted value associated with the option data object that reflects a predicted performance level of the option data object and can be used when comparing multiple option data objects against each other.

公开(公告)号：US12153632B2

公开(公告)日：2024-11-26

申请号：US17668075

申请日：2022-02-09

Applicant: Bytedance Inc.

Inventor： Raju Balakrishnan ,  Abhaya Parthy ,  Sunil Ramnik Raiyani ,  Emma Sawin ,  Changjian Zou

IPC: G06F16/90 ,  G06F16/903 ,  G06N5/04 ,  G06N20/00 ,  H04L9/40 ,  H04L67/01 ,  H04L67/306 ,  H04L69/329

Abstract: The present disclosure relates to inferring device rendered object interaction behavior. An apparatus is configured to receive historical device rendered object interaction data associated with a client device. The historical device rendered object interaction data includes a plurality of records. Each record is associated with a device rendered object category. For each record, the device rendered object category is extracted. For each device rendered object category, a penalty value is generated. The penalty value is a programmatically generated predicted network time delay during which device rendered objects associated with the device rendered object category are not to be transmitted to the client device. A penalty decision, used to determine whether to apply the penalty value to future transmissions of device rendered objects to the client device, is generated.