发明名称 PREDICTING APPLICATION PROGRAMMING INTERFACE CONSUMPTION USING SOCIAL NETWORKS
摘要 Predicting consumption of APIs is provided. A set of consumed APIs corresponding to a user and software service applications related to APIs associated with the user is determined based on an API consumption history. A set of users related to the set of consumed APIs corresponding to the user and the software service applications related to the APIs associated with the user is retrieved from an API analytics engine. A set of API consumption prediction models corresponding to the user is generated based on the APIs associated with the user, the software service applications related to the APIs associated with the user, the set of consumed APIs corresponding to the user and the software service applications related to the APIs associated with the user based on the API consumption history, the set of users related to the set of consumed APIs, and APIs associated with the set of users.
申请公布号 US2015254560(A1) 申请公布日期 2015.09.10
申请号 US201414197749 申请日期 2014.03.05
申请人 International Business Machines Corporation 发明人 Laredo Jim A.;Vukovic Maja
分类号 G06N5/04;G06F9/54;H04L29/06 主分类号 G06N5/04
代理机构 代理人
主权项 1. A computer-implemented method for predicting consumption of application programming interfaces, the computer-implemented method comprising: determining, by a computer, a set of consumed application programming interfaces corresponding to a user and software service applications related to application programming interfaces associated with the user based on an application programming interface consumption history; retrieving, by the computer, a set of users related to the set of consumed application programming interfaces corresponding to the user and the software service applications related to the application programming interfaces associated with the user from an application programming interface analytics engine based on an application programming interface social network of the user and an application programming interface user expertise registry; and generating, by the computer, a set of application programming interface consumption prediction models corresponding to the user based on the application programming interfaces associated with the user and their dependent application programming interfaces, the software service applications related to the application programming interfaces associated with the user and their dependent application programming interfaces, the set of consumed application programming interfaces corresponding to the user and the software service applications related to the application programming interfaces associated with the user based on the application programming interface consumption history, the set of users related to the set of consumed application programming interfaces, and application programming interfaces and their dependent application programming interfaces associated with the set of users.
地址 Armonk NY US