摘要:
User level incremental revenue and conversion prediction for internet marketing display advertising are described. The method of an example embodiment includes: identifying a plurality of items of secondary content for display to a particular user on an e-commerce site; calculating a predicted incremental revenue value based in part on a likelihood that the particular user will convert if the particular user is not shown secondary content, a likelihood that the particular user will convert if the particular user is shown secondary content, and how much the particular user is likely to buy on the e-commerce site if the particular user is not shown secondary content, and how much the particular user is likely to buy on the e-commerce site if the particular user is shown secondary content; and using the predicted incremental revenue value for a particular user to rank a conversion probability for the particular user.
摘要:
A meta-data driven data access system provides a calling application access to a plurality of data sources. The system includes a client API and a broker server. The client API receives a request for attribute data from the calling application. The client API accesses attribute structures in a local meta-data bank corresponding to the requested attribute data. The client API retrieves the attribute data from local adapters where available. If the attribute structure is not contained within the local meta-data bank, the client API requests the attribute data from the broker server. The broker server also includes a local meta-data bank and local source adapters. Accordingly, the broker server accesses the local meta-data bank to identify the adapters associated with each requested piece of attribute data. The broker server then retrieves the attribute data from the adapters associated with each attribute structure.
摘要:
A system and method provides a dynamic table framework for managing data in a high performance web service. An example embodiment includes: receiving a request at a web service; creating a dynamic record from the request; obtaining a runtime corresponding to the dynamic record, the runtime including an associated plurality of symbol values corresponding to the request; choosing a model corresponding to the runtime, the model including a plurality of symbol managers, each of the plurality of symbol managers being associated with the plurality of symbol values, each of the plurality of symbol managers for processing a specific task of the model; executing the model, by use of a data processor, to process the request, the model using at least one of the plurality of symbol managers; and returning results generated by execution of the model.
摘要:
Item ranking modeling for internet marketing display advertising are described. The method of an example embodiment includes: identifying a plurality of items of secondary content for display to a particular user on an e-commerce site, the plurality of items of secondary content having associated secondary item information; obtaining user demographic and historical information associated with the particular user; generating a correlation between the secondary item information and the user demographic and historical information; generating scoring information based on the correlation between the secondary item information and the user demographic and historical information; and generating instructions to place one or more of the plurality of items of secondary content in slots of a graphical user interface (GUI) based on the correlation between the secondary item information and the user demographic and historical information and the related scoring information for a particular user.