Systems and methods for selecting supplemental content for a user based on a helping user's behavior
Systems and methods for selecting supplemental content based on a conversation between a user and a helper are disclosed. The methods analyze a conversation, or other interactions, to determine the context and determine whether content discussed is associated with a product or service in the marketplace and of interest to the user. A factor-based determination is made whether to track helper's behavior and interactions after the conversation. When the helper is tracked, based on their tracing preferences, the helper's biometrics, such as gaze and/or heartbeat, are used to determine their interest in a product or service consumed, such as via media consumption, virtual reality experiences, or other online and offline interactions. Supplemental content related to helper's interested products are filtered based on user preferences and transmitted to the user. Knowledge trees associated with the supplemental content that include the basis for recommendation, source of knowledge, and other knowledge related details are provided for user access.
1 . A method comprising:
receiving an input of a communication between a first user and a second user, wherein the input of the communication is captured by a microphone associated with an electronic device of the first user and is received by a server from the electronic device;
automatically determining, by the server, that the communication relates to a first subject matter that is of interest to the first user;
analyzing, by the server, interactions of the second user that are external to interactions between the first user and the second user, subsequent to receiving of the communication between the first user and the second user, to identify a second subject matter that is of interest to the first user and related to the first subject matter, wherein a sharing setting of the second user is determined prior to analyzing the interactions of the second user; and
causing display, by the server, on the electronic device associated with the first user, supplemental content related to the second subject matter without disclosing to the first user that the supplemental content is being recommended to the first user based on the interactions of the second user.
2 . The method of claim 1 , further comprising, in response to determining that the communication does not relate to subject matter that is of interest to the first user, monitoring the communication between the first user and the second user until the communication relates to the first subject matter is identified.
3 . The method of claim 1 , further comprising, determining whether to track the interactions of the second user based on one or more of a) first user-second user relationship, b) second user's background, c) second user's ownership of a service or product related to the first subject matter, d) second user's knowledge e) second user's user profile, f) second user's education degree, or g) second user's reputation.
4 . The method of claim 1 , wherein the sharing setting includes one of: a) do not share, b) share identity of the second user but do not share interactions, c) share only those interactions permitted by the second user, or d) share interaction but not the identity of the second user.
5 . The method of claim 1 , wherein the interactions of the second user includes one or more of a) Internet browsing, b) social media interactions, c) interactions with digital assistants, d) interaction using a virtual, augmented, or mixed reality device, e) interaction using mobile SMS, f) interactions relating to consumption of media assets; g) verbal interactions, h) email interactions, or i) gestures captured by a camera.
6 . The method of claim 5 , further comprising:
monitoring the Internet browsing of the second user;
monitoring a gaze of the second user while the second user is browsing the Internet; and
determining that the display of the second subject matter displayed from the Internet browsing is of interest to the second user based on the gaze of the second towards the second subject matter.
7 . The method of claim 1 , wherein the interactions of the second user are via a virtual, augmented, or mixed reality device.
8 . The method of claim 7 , further comprising:
receiving an input via the virtual, augmented, or mixed reality device; and
analyzing the input to determine if the input is related to the second subject matter.
9 . The method of claim 1 , wherein causing display, on the electronic device associated with the first user, the supplemental content further comprises:
identifying a plurality of supplemental content items relating to the second subject matter; and
selecting one or more supplemental content items, from the plurality of supplemental content items, based on predetermined preferences set by the first user.
10 . The method of claim 1 , wherein the supplemental content related to the second subject matter is displayed on the electronic device associated with the first user if the supplemental content includes a service or product that is within a predetermined budget.
11 . A system comprising:
communications circuitry configured for receiving communications between electronic devices associated with a first user and a second user, wherein the communications are captured by a microphone associated with the electronic device associated with the first user; and
control circuitry configured to:
receive an input of a communication between the first user and the second user;
automatically determining that the communication relates to first subject matter that is of interest to the first user;
analyze interactions of the second user that are external to interactions between the first user and the second user, subsequent to receiving of the communication between the electronic devices associated with the first user and the second user, to identify second subject matter that is of interest to the first user and related to the first subject matter, wherein a sharing setting of the second user is determined prior to analyzing the interactions of the second user; and
cause display, on the electronic device associated with the first user, supplemental content related to the second subject matter without disclosing to the first user that the supplemental content is being recommended to the first user based on the interactions of the second user.
12 . The system of claim 11 , further comprising, in response to determining that the communication does not relate to subject matter that is of interest to the first user, the control circuitry configured to monitor the communication between the first user and the second user until the communication relates to the first subject matter is identified.
13 . The system of claim 11 , further comprising, the control circuitry configured to track the interactions of the second user in response to determining that the communication relates to the first subject matter.
14 . The system of claim 11 , further comprising, the control circuitry configured to determine whether to track the interactions of the second user based on one or more of a) first user-second user relationship, b) second user's background, c) second user's ownership of a service or product related to the first subject matter, d) second user's knowledge e) second user's user profile, f) second user's education degree, or g) second user's reputation.
15 . The system of claim 11 , wherein the sharing setting includes one of: a) do not share, b) share identity of the second user but do not share interactions, c) share only those interactions permitted by the second user, and d) share interaction but not the identity of the second user.
16 . The system of claim 11 , wherein the interactions of the second user includes one or more of a) Internet browsing, b) social media interactions, c) interactions with digital assistants, d) interaction using a virtual, augmented, or mixed reality device, e) interaction using mobile SMS, f) interactions relating to consumption of media assets; g) verbal interactions, h) email interactions, or i) gestures captured by a camera.
17 . The system of claim 16 , further comprising, the control circuitry configured to:
monitor the Internet browsing of the second user;
monitor a gaze of the second user while the second user is browsing the Internet; and
determine that the display of the second subject matter displayed from the Internet browsing is of interest to the second user based on the gaze of the second user towards the second subject matter.
18 . The system of claim 11 , wherein the interactions of the second user are via a virtual, augmented, or mixed reality device.
19 . The system of claim 18 , further comprising, the control circuitry configured to:
receive an input via the virtual, augmented, or mixed reality device; and
analyze the input to determine if the input is related to the second subject matter.
20 . The system of claim 11 , wherein causing display, on the electronic device associated with the first user, the supplemental content further comprises, the control circuitry configured to:
identify a plurality of supplemental content items relating to the second subject matter; and
select one or more supplemental content items, from the plurality of supplemental content items, based on predetermined preferences set by the first user.