Leveraging emotional transitions in media to modulate emotional impact of secondary content
Systems and methods for determining emotional responses to videos, generating emotional arc based on the responses and reactions, and determining the type and/or point of insertion of secondary content based on the determined emotional responses are disclosed. The methods display primary content to a plurality of users and determine their emotional response as they consume the primary content. An average emotional arc is generated based on the determined emotional response and it is compared to a current emotional arc generated based on emotional response from a current user. When values of the current emotional are within a predefined range of the average emotional arc at a particular play position in the timeline of the primary content, a secondary content that is designated for the value of the current emotional arc is inserted in the primary content at the particular play position.
1 . A method comprising:
displaying a primary content item to a current user;
capturing, via at least one sensor, the current users emotional response as a dynamic emotional arc during consumption of the primary content item at a current play position;
accessing emotional arc profiles for a plurality of secondary content items, wherein each profile is associated with an emotional arc for a specific secondary content item;
predicting, based on the dynamic emotional arc, a future emotional state of the current user at a subsequent play position in the primary content item;
selecting a secondary content item that relates to the predicted future emotional state; and
inserting the selected secondary content item into the primary content item at the subsequent play position.
2 . The method of claim 1 , wherein selecting the secondary content item further comprises:
analyzing contextual data of each secondary content item that is relevant to the primary content item; and
selecting the secondary content item with the highest contextual relevance to the primary content for inserting into the primary content item at the subsequent play position.
3 . The method of claim 1 , wherein predicting the future emotional state of the current user further comprises:
determining a pattern of response based on the real-time emotional response at the current play position; and
generating an estimated emotional arc for the subsequent play position based on the pattern.
4 . The method of claim 1 , wherein the current users emotional response is captured based on the current user's biometric data obtained while the current user is consuming the primary content item.
5 . The method of claim 4 , wherein the biometrics data includes heart rate data, galvanic skin response data, or facial expression data.
6 . The method of claim 4 , wherein the dynamic emotional arc is generated based on the current user's biometric data.
7 . The method of claim 1 , wherein the dynamic emotional arc represents changes in activation and valence values corresponding to the current user's emotional state over time.
8 . The method of claim 1 , wherein the inserting the selected secondary content item into the primary content at the subsequent play position comprises:
determining the subsequent play position based on an occurrence of a predetermined event within the primary content; and
inserting the selected secondary content item at the determined subsequent play position corresponding to the occurrence of the predetermined event.
9 . The method of claim 8 , wherein the primary content is a live broadcast.
10 . The method of claim 1 , wherein the inserting the selected secondary content item into the primary content at the subsequent play position comprises:
monitoring the dynamic emotional arc of the primary content;
determining when a value of the dynamic emotional arc reaches a desired value; and
inserting the selected secondary content item at the subsequent play position when the value of the dynamic emotional arc reaches the desired value.
11 . A system comprising:
communications circuitry for transmitting a primary content item to a media device; and
control circuitry configured to:
display the primary content item to a current user;
capture, via at least one sensor, the current users emotional response as a dynamic emotional arc during consumption of the primary content item at a current play position;
access emotional arc profiles for a plurality of secondary content items, wherein each profile is associated with an emotional arc for a specific secondary content item;
predict, based on the dynamic emotional arc, a future emotional state of the current user at a subsequent play position in the primary content item;
select a secondary content item that relates to the predicted future emotional state; and
insert the selected secondary content item into the primary content item at the subsequent play position.
12 . The system of claim 11 , wherein selecting the secondary content item further comprises, the control circuitry configured to:
analyze contextual data of each secondary content item that is relevant to the primary content item; and
select the secondary content item with the highest contextual relevance to the primary content for inserting into the primary content item at the subsequent play position.
13 . The system of claim 11 , wherein predicting the future emotional state of the current user further comprises, the control circuitry configured to:
determine a pattern of response based on the real-time emotional response at the current play position; and
generate an estimated emotional arc for the subsequent play position based on the pattern.
14 . The system of claim 11 , wherein the current users emotional response is captured by the control circuitry based on the current user's biometric data obtained while the current user is consuming the primary content item.
15 . The system of claim 14 , wherein the biometrics data includes heart rate data, galvanic skin response data, or facial expression data.
16 . The system of claim 14 , wherein the dynamic emotional arc is generated by the control circuitry based on the current user's biometric data.
17 . The system of claim 11 , wherein the dynamic emotional arc represents changes in activation and valence values corresponding to the current user's emotional state over time.
18 . The system of claim 11 , wherein the inserting the selected secondary content item into the primary content at the subsequent play position comprises, the control circuitry configured to:
determine the subsequent play position based on an occurrence of a predetermined event within the primary content; and
insert the selected secondary content item at the determined subsequent play position corresponding to the occurrence of the predetermined event.
19 . The system of claim 18 , wherein the primary content is a live broadcast.
20 . The system of claim 11 , wherein the inserting the selected secondary content item into the primary content at the subsequent play position comprises, control circuitry configured to:
monitor the dynamic emotional arc of the primary content;
determine when a value of the dynamic emotional arc reaches a desired value; and
insert the selected secondary content item at the subsequent play position when the value of the dynamic emotional arc reaches the desired value.