Identifying influencers using social information
View Patent ↗A method, system, and medium are provided for using social information to determine influencers amongst a group of subscribers subscribing to services offered by a wireless-service carrier. A group of subscribers is identified, and a level of social-connectedness for each subscriber is determined based on cliques shared by pairs of subscribers and common friends shared by pairs of subscribers. An overall influence score is generated for each subscriber based on the level of social-connectedness. A set of subscribers is identified as having high influence scores; the set of subscribers comprises influencers. Incentives are provided to the set of subscribers.
1. Non-transitory computer-readable media having computer-executable instructions embodied thereon that, when executed, enable a computing device to perform a method of using social information to identify influencers, the method comprising:
identifying a group of subscribers (“subscribers”) subscribing to services offered by a carrier;
accessing call data records stored in association with a first data store to determine a first level of offline social-connectedness for each subscriber of the group of subscribers;
accessing Internet use records stored in association with a second data store to determine a second level of online social-connectedness for the each subscriber of the group of subscribers;
using the first level of offline social-connectedness and the second level of online social-connectedness, determining an overall level of social-connectedness comprising:
(1) cliques shared by the each subscriber and each of the remaining subscribers of the group of subscribers,
(2) common friends shared by the each subscriber and the each of the remaining subscribers of the group of subscribers;
generating an overall influence score for the each subscriber based on the overall level of social connectedness;
identifying a set of subscribers of the group of subscribers having higher overall influences scores, the set of subscribers comprising influencers; and
providing incentives to the set of subscribers.
2. The media of claim 1 , wherein an influencer is a subscriber who is likely to influence decisions of other subscribers regarding:
(1) whether to cancel or maintain their subscriptions with the carrier based on whether the influencer cancels or maintains the influencer's subscription, and
(2) whether to switch to another product based on whether the influencer uses the product.
3. The media of claim 1 , wherein the set of subscribers comprises subscribers having overall influence scores in the top 20% of overall influence scores for the group of subscribers.
4. The media of claim 1 , wherein the incentives increase a likelihood that the set of subscribers will retain their subscriptions, and thereby increase a likelihood that other subscribers of the group of subscribers will also retain their respective subscriptions.