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1. (WO2018160224) QUERY AND RANKING PREDICTION USING NETWORK ACTION

Pub. No.:    WO/2018/160224    International Application No.:    PCT/US2017/054417
Publication Date: Sat Sep 08 01:59:59 CEST 2018 International Filing Date: Sat Sep 30 01:59:59 CEST 2017
IPC: G06E 1/00
Applicants: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventors: GANJOO, Afshin
Title: QUERY AND RANKING PREDICTION USING NETWORK ACTION
Abstract:
Described are methods and systems to identify analyzing a social network to predict member actions, queries, or ranks within a social networking system. According to various embodiments, the system detects changes within a first data set of a first member. The system identifies an entity associated with the change in the first data set, determines an action probability of the entity in response to the change, and identifies a second data set associated with a second member having at least one common element with the first data set. The system identifies a set of elements in the first data set and an entity data set corresponding to the change and generates a customized user interface screen comprising a representation of the entity and a portion of the set of elements.