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KR-20260063671-A - METHOD OF PROVIDING SPECIFIC CONTENT TO SUPPORT IMPROVEMENT OF PHOBIAS FOR SPECIFIC USER AND COMPUTING DEVICE USING THE SAME

KR20260063671AKR 20260063671 AKR20260063671 AKR 20260063671AKR-20260063671-A

Abstract

A method for supporting the improvement of a specific user's phobia by providing specific content, comprising: (a) a computing device acquiring at least some of 1_1 specific detailed contact state data to 1_n specific detailed contact state data indicating whether at least some part of the specific user's body comes into contact with at least one specific object while providing the specific content to the specific user through a screen, and 2_1 specific detailed control state data to 2_m specific detailed control state data indicating at least some of the degree of contraction and degree of relaxation of at least some part of the specific user's body; and (b) the computing device calculates a rate of change in the reduction of the specific severity of the specific user’s phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data, and selects at least one specific detailed contact state data from the first_1 specific detailed contact state data to the first_n specific detailed contact state data that functions as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user’s phobia, and selects at least one specific detailed control state data from the second_1 specific detailed control state data to the second_m specific detailed control state data, thereby supporting the improvement of the specific user’s phobia; a method is disclosed comprising the step of:

Inventors

  • 김 황
  • 조철현
  • 김남석
  • 조충연

Assignees

  • 울산과학기술원
  • 고려대학교 산학협력단
  • 한국예술종합학교 산학협력단

Dates

Publication Date
20260507
Application Date
20241030

Claims (20)

  1. In a method of supporting the improvement of a specific user's phobia by providing specific content, (a) A computing device acquiring at least some of the first_1 specific detailed contact state data to first_n specific detailed contact state data indicating whether at least some part of the body of the specific user comes into contact with at least one specific object while providing the specific content to the specific user through a screen, and at least some of the second_1 specific detailed control state data to second_m specific detailed control state data indicating at least some of the degree of contraction and degree of relaxation of at least some part of the body of the specific user; and (b) The computing device calculates a rate of change in the reduction of the specific severity of the specific user’s phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data, and selects at least one specific detailed contact state data from the first_1 specific detailed contact state data to the first_n specific detailed contact state data that functions as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user’s phobia, and selects at least one specific detailed control state data from the second_1 specific detailed control state data to the second_m specific detailed control state data, thereby supporting the improvement of the specific user’s phobia; A method including
  2. In paragraph 1, Prior to the above (a) step, (a0) further comprising the step of storing in a database a plurality of first_1 detailed contact state data to a plurality of first_n' detailed contact state data indicating whether at least a part of each of each of each of the bodies of each of the plurality of users corresponding to each of the plurality of users contacts each of at least one of the plurality of objects, and a plurality of second_1 detailed control state data to a plurality of second_m' detailed control state data indicating at least a part of the degree of contraction and degree of relaxation of at least a part of each of the bodies of each of the plurality of users, which are obtained while providing each of the plurality of content to each of the plurality of users through each of the respective screens, and In step (b) above, A subprocess is performed to compare at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data with at least some of the second_1 specific detailed adjustment state data to the second_m specific detailed adjustment state data, and at least some of the plurality of first_1 detailed contact state data to the plurality of first_n' detailed contact state data with at least some of the plurality of second_1 detailed adjustment state data to the plurality of second_m' detailed adjustment state data, and to select at least one reference detailed contact state data that is close to the specific detailed contact state data within a first threshold from at least some of the plurality of first_1 detailed contact state data to the plurality of first_n' detailed contact state data, and at least some of the subprocesses to select at least one reference detailed adjustment state data that is close to the specific detailed adjustment state data within a second threshold from at least some of the plurality of second_1 detailed adjustment state data to the plurality of second_m' detailed adjustment state data, and to refer to the reduction change rate of at least one reference severity corresponding to the reference detailed contact state data and at least some of the reference A method characterized by providing at least some of the optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction in severity.
  3. In paragraph 1, The above specific object is installed on a specific floor and is used to create at least one specific contact surface other than a specific basic contact surface between the specific sole of the specific user and the specific floor, the first specific contact surface to the k-th specific contact surface, wherein the first specific contact surface to the k-th specific contact surface occur between at least one specific part of the body other than the specific sole of the specific user and the specific object. In step (a) above, The above 1_1 specific detailed contact state data to the above 1_n specific detailed contact state data include contact state data at the specific basic contact surface and contact state data at each of the above 1 specific other contact surface to the above k specific other contact surface, and the above 2_1 specific detailed adjustment state data to the above 2_m specific detailed adjustment state data include at least some of the degree of contraction and degree of relaxation for the specific sole of the foot at the specific basic contact surface or in the vicinity thereof, and at least some of the degree of contraction and degree of relaxation for the above 1 specific other part to the above k specific other part at each of the above 1 specific other contact surface to the above k specific other contact surface or in the vicinity thereof. In step (b) above, By referring to at least a portion of the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, at least a portion of the degree of contraction and relaxation for the specific sole of the foot at the specific basic contact surface or in its vicinity, and at least a portion of the degree of contraction and relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity, the rate of change in reduction of the specific severity of the specific user's phobia is calculated; and at least one specific detailed contact state data functioning as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user's phobia is selected from the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, and at least one specific detailed control state data is selected from at least a portion of the degree of contraction and relaxation for the specific sole of the foot at the specific basic contact surface or in its vicinity, and the first specific other contact surface to the A method characterized by selecting at least some of the degree of contraction and degree of relaxation for the first specific part to the k-th specific part at each k-th specific contact surface or in the vicinity thereof, and supporting the improvement of the phobia of the specific user.
  4. In paragraph 3, Prior to the above (a) step, (a1) further comprising the step of storing in a database a plurality of first_1 detailed contact state data to a plurality of first_n' detailed contact state data indicating whether at least a part of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of each of the multiple of the users, which are obtained while providing each of each of each of each of each of the multiple of the users, a plurality of second_1 detailed control state data to a plurality of second_m' detailed control state data indicating at least a part of the degree of contraction and degree of relaxation of each of each of each of each of the multiple of the users, wherein each of the multiple of the objects is installed on each of each of the multiple floors, and is used to create each of the first to k' other contact surfaces, each of which is at least one other contact surface other than each of the multiple basic contact surfaces between each of each of the multiple soles of each of the multiple of the users and each of the multiple floors, and each of the multiple first to k' other contact surfaces each of the multiple of the first to k' other contact surfaces each of the multiple of the bodies excluding each of the multiple soles of each of the multiple of the users and each of the multiple of the objects, and In step (b) above, (i) at least some of the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, and at least some of the degree of contraction and relaxation for the specific sole at the specific basic contact surface or in its vicinity, and at least some of the degree of contraction and relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity, and (ii) at least some of the contact state data at each of the plurality of basic contact surfaces and the contact state data at each of the plurality of first other contact surfaces to the k'-th other contact surfaces, and at least some of the degree of contraction and relaxation for each of the plurality of soles at each of the plurality of basic contact surfaces or in its vicinity, and at least some of the degree of contraction and relaxation for each of the plurality of first other part to the k'-th other part at each of the plurality of first other contact surfaces to the k'-th other contact surfaces or in its vicinity, by comparing the contact state data at the specific basic contact surface and the third A sub-process for selecting reference basic contact state data at at least one reference basic contact surface close to within a threshold from at least some of the contact state data at each of the plurality of basic contact surfaces; a sub-process for selecting contact state data at each of the first specific other contact surface to the k-th specific other contact surface and reference other contact state data at at least one reference other contact surface close to within a fourth threshold from at least some of the contact state data at each of the plurality of first other contact surfaces to the plurality of k'-th other contact surfaces; a sub-process for selecting at least some of the degree of contraction and degree of relaxation for the specific sole at the specific basic contact surface or in its vicinity and the degree of contraction and degree of relaxation for at least one reference sole close to within a fifth threshold from at least some of the degree of contraction and degree of relaxation for each of the plurality of soles at each of the plurality of basic contact surfaces or in its vicinity; and at least some of the degree of contraction and degree of relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity and at least one first reference close to within a sixth threshold. A method characterized by performing at least a portion of a sub-process of selecting the degree of contraction and relaxation for a part or the k-th reference part from at least some of the degree of contraction and relaxation for each of the plurality of first part contact surfaces to each of the plurality of k'-th part contact surfaces or each of the plurality of first part or k'-th part in the vicinity thereof, and providing at least some of the optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction of the reference severity by referring to at least one rate of change of reduction of the reference severity, which corresponds to at least some of the reference basic contact state data at the reference basic contact surface, the reference part contact state data at the reference part contact surface, the degree of contraction and relaxation for the reference sole, and the degree of contraction and relaxation for the first part or the k-th reference part.
  5. In paragraph 1, In step (b) above, The computing device calculates the rate of change in the specific severity of the specific user's phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data while changing at least some of the specific virtual heart rate and specific virtual heart sound of the specific user watching the specific detailed content, (i) the degree of darkness of a specific background included in the specific content, (ii) the content of a specific detailed content included in the specific content and played as separate content, (iii) the degree of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user, and (iv) at least some of the specific virtual heart rate and specific virtual heart sound of the specific user watching the specific detailed content, and selects at least one specific detailed contact state data that functions as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user's phobia from the first_1 specific detailed contact state data to the first_n specific detailed contact state data, and the at least one specific detailed control state data is the second_1 specific detailed control A method characterized by selecting from state data or the above-mentioned second_m specific detailed control state data.
  6. In paragraph 5, Prior to the above (a) step, (a2) further comprising the step of additionally storing in a database at least some of the following corresponding to each of the plurality of users, which are obtained while providing each of the plurality of content to each of the plurality of users through each screen: (i) each of the darkness degree of each of the plurality of backgrounds included in each of the plurality of content, (ii) each of the content of each of the plurality of detailed content that is played as separate content, (iii) each of the degree of positive and negative reactions of each of the surrounding virtual characters who were viewing each of the plurality of detailed content together with each of the plurality of users, (iv) each of the plurality of virtual heart rates and each of the plurality of virtual heart sounds of each of the plurality of users watching each of the plurality of detailed content. In step (b) above, While providing the specific content to the specific user through the screen above, the following are obtained: (i) the degree of darkness of a specific background included in the specific content corresponding to the specific user; (ii) the content of the specific detailed content included in the specific content and played as separate content; (iii) the degree of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user; (iv) at least some of the specific virtual heart rate and the specific virtual heart sound of the specific user viewing the specific detailed content; and (i) the degree of darkness of each of the multiple backgrounds included in each of the multiple contents corresponding to each of the multiple users; (ii) the content of each of the multiple detailed content included in each of the multiple contents and played as separate content; (iii) the degree of positive and negative reactions of each of the surrounding virtual characters viewing each of the multiple detailed content together with each of the multiple users; and (iv) at least some of the multiple virtual heart rates and multiple virtual heart sounds of each of the multiple users viewing each of the multiple detailed content, wherein (i) the degree of darkness of the specific background included in the specific content and the value within the seventh threshold A subprocess for selecting at least one standard darkness level from each darkness level of each of the plurality of backgrounds included in each of the plurality of contents; (ii) a subprocess for selecting at least one standard detailed content content that is close to within the 8th threshold and the content of the specific detailed content included in the specific content, from each of the content of the plurality of detailed contents included in each of the plurality of contents; (iii) a subprocess for selecting at least some of the degrees of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user, and at least some of the degrees of at least one standard positive reaction and standard negative reaction that is close to within the 9th threshold, from each of the degrees of positive and negative reactions of each of the plurality of users viewing each of the plurality of detailed contents; and (iv) performing at least some of the subprocesses for selecting at least some of the specific virtual heart rate and specific virtual heart sound of the specific user viewing the specific detailed content, and at least some of the standards virtual heart rate and standard virtual heart sound that are close to within the 10th threshold, from each of the plurality of virtual heart rates and each of the plurality of virtual heart sounds of each of the plurality of users viewing each of the plurality of detailed contents, wherein the standard darkness level, the standard detailed A method characterized by providing at least some of the optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction of the reference severity, with reference to the content, at least some of the degree of the reference positive response and the reference negative response, and at least one rate of change of reduction of the reference severity corresponding to at least some of the reference virtual heart rate and the reference virtual heart sound.
  7. In paragraph 1, (c) A method further comprising the step of the computing device providing the specific content to the specific user, and supporting the specific user to view the specific content by reference to at least one specific detailed contact state data and at least one specific detailed control state data.
  8. In a learning method that supports the improvement of a specific user's phobia by providing specific content, (a) A step in which a computing device, while providing each of a plurality of content to each of a plurality of users through each of a plurality of screens, inputs into a learning device at least some of a plurality of first_1 detailed contact state data to a plurality of first_n' detailed contact state data indicating whether at least some of the contraction and relaxation degrees of each of the plurality of users' bodies corresponding to each of the plurality of users, and at least some of a plurality of second_1 detailed control state data to a plurality of second_m' detailed control state data indicating at least some of the contraction and relaxation degrees of each of the plurality of users' bodies, and learns the learning device, wherein the computing device, while providing the specific content to the specific user through a screen, acquires at least some of a first_1 specific detailed contact state data to a first_n specific detailed contact state data indicating whether at least some of the contraction and relaxation degrees of at least some of the specific user's body contacts at least one specific object, and at least some of a second_1 specific detailed control state data to a second_m specific detailed control state data indicating at least some of the contraction and relaxation degrees of at least some of the specific user's body; (b) the computing device, the step of enabling the learning device to predict the rate of change in the reduction of the specific expected severity of the specific user’s phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data; and (c) When a rate of change in the decrease of a specific actual severity corresponding to the specific user is obtained while providing the specific content to the specific user, the computing device calculates a loss by referencing the rate of change in the decrease of the specific actual severity and the rate of change in the decrease of the specific expected severity, and further trains the learning device by backpropagating the loss; A method including
  9. In paragraph 8, In step (a) above, The computing device is in a state of having learned the learning device by additionally inputting at least some of the following, which are obtained while providing each of the multiple contents to each of the multiple users through each screen: (i) each of the darkness degree of each of the multiple backgrounds included in each of the multiple contents; (ii) each of the content of each of the multiple detailed contents included in each of the multiple contents and played as separate content; (iii) each of the degree of positive and negative reactions of each of the surrounding virtual characters who were viewing each of the multiple detailed contents together with each of the multiple users; and (iv) each of the multiple virtual heart rates and each of the multiple virtual heart sounds of each of the multiple users watching each of the multiple detailed contents. In step (b) above, The computing device is characterized by a method in which the learning device predicts the rate of change in the specific expected severity of the specific user's phobia by additionally referring to at least some of the specific virtual heart rate and the specific virtual heart sound of the specific user who is watching the specific detailed content, which are obtained while providing the specific user with the specific content through the screen, corresponding to the specific user (i) the degree of darkness of the specific background included in the specific content, (ii) the content of the specific detailed content included in the specific content and played as separate content, (iii) the degree of positive and negative reactions of surrounding virtual characters who were viewing the specific detailed content together with the specific user, and (iv) at least some of the specific virtual heart rate and the specific virtual heart sound of the specific user who is watching the specific detailed content.
  10. In paragraph 8, In step (a) above, A method characterized in that the computing device enables the specific user to select and provide at least one specific detailed contact state data among the first_1 specific detailed contact state data to the first_n specific detailed contact state data, and to select and provide at least one specific detailed control state data among the second_1 specific detailed control state data to the second_m specific detailed control state data, thereby supporting the viewing of the specific content by reference to at least a portion of the at least one specific detailed contact state data and the at least one specific detailed control state data.
  11. In a computing device that supports the improvement of a specific user's phobia by providing specific content, At least one memory for storing instructions; and at least one processor configured to execute the above instructions; including, The processor above has a process of (I) acquiring at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data indicating whether at least some part of the body of the specific user comes into contact with at least one specific object while providing the specific content to the specific user through a screen, and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data indicating at least some of the degree of contraction and degree of relaxation of at least some part of the body of the specific user; and (II) a computing device that performs a process of calculating a rate of change in the reduction of the specific severity of the specific user’s phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data, selecting at least one specific detailed contact state data from the first_1 specific detailed contact state data to the first_n specific detailed contact state data that functions as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user’s phobia, and selecting at least one specific detailed control state data from the second_1 specific detailed control state data to the second_m specific detailed control state data to support the improvement of the specific user’s phobia.
  12. In Paragraph 11, Prior to the above (I) process, (I0) further perform a process of storing in a database a plurality of first_1 detailed contact state data to a plurality of first_n' detailed contact state data indicating whether at least a part of each of each of each of the bodies of each of the plurality of users corresponding to each of the plurality of users contacts each of at least one of the plurality of objects, and a plurality of second_1 detailed control state data to a plurality of second_m' detailed control state data indicating at least a part of the degree of contraction and degree of relaxation of at least a part of each of the bodies of each of the plurality of users, which are obtained while providing each of the plurality of content to each of the plurality of users through each of the respective screens, and In the above (II) process, A subprocess that compares at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data with at least some of the second_1 specific detailed adjustment state data to the second_m specific detailed adjustment state data and at least some of the plurality of first_1 detailed contact state data to the plurality of first_n' detailed contact state data with at least some of the plurality of second_1 detailed adjustment state data to the plurality of second_m' detailed adjustment state data, and selects at least one reference detailed contact state data that is close to the specific detailed contact state data within a first threshold from at least some of the plurality of first_1 detailed contact state data to the plurality of first_n' detailed contact state data; and performs at least some of the subprocess that selects at least one reference detailed adjustment state data that is close to the specific detailed adjustment state data within a second threshold from at least some of the plurality of second_1 detailed adjustment state data to the plurality of second_m' detailed adjustment state data, and references the reduction change rate of at least one reference severity corresponding to the reference detailed contact state data and at least some of the reference A computing device characterized by providing at least some of the optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction in severity.
  13. In Paragraph 11, The above specific object is installed on a specific floor and is used to create at least one specific contact surface other than a specific basic contact surface between the specific sole of the specific user and the specific floor, the first specific contact surface to the k-th specific contact surface, wherein the first specific contact surface to the k-th specific contact surface occur between at least one specific part of the body other than the specific sole of the specific user and the specific object. In the above (I) process, The above 1_1 specific detailed contact state data to the above 1_n specific detailed contact state data include contact state data at the specific basic contact surface and contact state data at each of the above 1 specific other contact surface to the above k specific other contact surface, and the above 2_1 specific detailed adjustment state data to the above 2_m specific detailed adjustment state data include at least some of the degree of contraction and degree of relaxation for the specific sole of the foot at the specific basic contact surface or in the vicinity thereof, and at least some of the degree of contraction and degree of relaxation for the above 1 specific other part to the above k specific other part at each of the above 1 specific other contact surface to the above k specific other contact surface or in the vicinity thereof. In the above (II) process, By referring to at least a portion of the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, at least a portion of the degree of contraction and relaxation for the specific sole of the foot at the specific basic contact surface or in its vicinity, and at least a portion of the degree of contraction and relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity, the rate of change in reduction of the specific severity of the specific user's phobia is calculated; and at least one specific detailed contact state data functioning as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user's phobia is selected from the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, and at least one specific detailed control state data is selected from at least a portion of the degree of contraction and relaxation for the specific sole of the foot at the specific basic contact surface or in its vicinity, and the first specific other contact surface to the A computing device characterized by selecting at least some of the degree of contraction and degree of relaxation for the first specific part to the k-th specific part at each k-th specific contact surface or in the vicinity thereof, and supporting the improvement of the phobia of the specific user.
  14. In Paragraph 13, Prior to the above (I) process, (I1) A process of further performing a process of storing in a database at least one first_1 detailed contact state data to at least one first_n' detailed contact state data, which indicates whether at least one part of each of each of each of each of each of each of each of the multiple of the users' bodies corresponding to each of the multiple of the users' bodies is in contact with at least one of each of the multiple of the users' bodies, and at least one second_1 detailed control state data to at least one second_m' detailed control state data, which indicates at least one of the degree of contraction and degree of relaxation of at least one part of each of each of the multiple of the users' bodies, wherein each of the multiple of the objects is installed on each of the multiple floors, and is used to create at least one first other contact surface to at least one second contact surface, each of the k' other contact surfaces, each of the multiple first other contact surfaces, each of the multiple of the users' soles and each of the multiple floors, and each of the multiple first other contact surfaces to each of the multiple second contact surfaces, each of the multiple of the users' soles and each of the multiple second contact surfaces, each of the multiple of the users' bodies excluding each of the multiple of the users' soles, each of the multiple first other parts to each of the multiple second parts and each of the multiple of the objects, and In the above (II) process, (i) at least some of the contact state data at the specific basic contact surface and the contact state data at each of the first specific other contact surface to the k-th specific other contact surface, and at least some of the degree of contraction and relaxation for the specific sole at the specific basic contact surface or in its vicinity, and at least some of the degree of contraction and relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity, and (ii) at least some of the contact state data at each of the plurality of basic contact surfaces and the contact state data at each of the plurality of first other contact surfaces to the k'-th other contact surfaces, and at least some of the degree of contraction and relaxation for each of the plurality of soles at each of the plurality of basic contact surfaces or in its vicinity, and at least some of the degree of contraction and relaxation for each of the plurality of first other part to the k'-th other part at each of the plurality of first other contact surfaces to the k'-th other contact surfaces or in its vicinity, by comparing the contact state data at the specific basic contact surface and the third A sub-process for selecting reference basic contact state data at at least one reference basic contact surface close to within a threshold from at least some of the contact state data at each of the plurality of basic contact surfaces; a sub-process for selecting contact state data at each of the first specific other contact surface to the k-th specific other contact surface and reference other contact state data at at least one reference other contact surface close to within a fourth threshold from at least some of the contact state data at each of the plurality of first other contact surfaces to the plurality of k'-th other contact surfaces; a sub-process for selecting at least some of the degree of contraction and degree of relaxation for the specific sole at the specific basic contact surface or in its vicinity and the degree of contraction and degree of relaxation for at least one reference sole close to within a fifth threshold from at least some of the degree of contraction and degree of relaxation for each of the plurality of soles at each of the plurality of basic contact surfaces or in its vicinity; and at least some of the degree of contraction and degree of relaxation for the first specific other part to the k-th specific other part at each of the first specific other contact surface to the k-th specific other contact surface or in its vicinity and at least one first reference close to within a sixth threshold. A computing device characterized by performing at least a part of a sub-process of selecting the degree of contraction and relaxation for each of the plurality of first contact surfaces to each of the plurality of k' other contact surfaces or each of the plurality of first other parts to each of the plurality of k' other parts in the vicinity thereof, and providing at least a part of the optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction of the reference severity by referring to at least one rate of change of reduction of the reference severity, which corresponds to at least a part of the reference basic contact state data at the reference basic contact surface, the reference other contact state data at the reference other contact surface, the degree of contraction and relaxation for the reference sole, and the degree of contraction and relaxation for the first to k' other parts.
  15. In Paragraph 11, In the above (II) process, The processor calculates the rate of change in the specific severity of the specific user's phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data, while changing at least some of the specific virtual heart rate and specific virtual heart sound of the specific user watching the specific detailed content, (i) the degree of darkness of a specific background included in the specific content, (ii) the content of a specific detailed content included in the specific content and played as separate content, (iii) the degree of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user, and (iv) at least some of the specific virtual heart rate and specific virtual heart sound of the specific user watching the specific detailed content, and selects at least one specific detailed contact state data that functions as an influence factor greater than or equal to a preset specific threshold for the reduction of the specific severity of the specific user's phobia from the first_1 specific detailed contact state data to the first_n specific detailed contact state data, and the at least one specific detailed control state data is the second_1 specific detailed control A computing device characterized by selecting from state data or the above-mentioned second_m specific detailed control state data.
  16. In paragraph 15, Prior to the above (I) process, (I2) further perform a process of additionally storing in a database at least some of the following corresponding to each of the multiple users, which are obtained while providing each of the multiple content to each of the multiple users through each screen: (i) each degree of darkness of each of the multiple backgrounds included in each of the multiple content, (ii) each of the content of each of the multiple detailed content that is played as separate content, (iii) each degree of positive and negative reactions of each of the surrounding virtual characters who were viewing each of the multiple detailed content together with each of the multiple users, (iv) each of the multiple virtual heart rates and each of the multiple virtual heart sounds of each of the multiple users watching each of the multiple detailed content. In the above (II) process, While providing the specific content to the specific user through the screen above, the following are obtained: (i) the degree of darkness of a specific background included in the specific content corresponding to the specific user; (ii) the content of the specific detailed content included in the specific content and played as separate content; (iii) the degree of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user; (iv) at least some of the specific virtual heart rate and the specific virtual heart sound of the specific user viewing the specific detailed content; and (i) the degree of darkness of each of the multiple backgrounds included in each of the multiple contents corresponding to each of the multiple users; (ii) the content of each of the multiple detailed content included in each of the multiple contents and played as separate content; (iii) the degree of positive and negative reactions of each of the surrounding virtual characters viewing each of the multiple detailed content together with each of the multiple users; and (iv) at least some of the multiple virtual heart rates and multiple virtual heart sounds of each of the multiple users viewing each of the multiple detailed content, wherein (i) the degree of darkness of the specific background included in the specific content and the value within the seventh threshold A subprocess for selecting at least one standard darkness level from each darkness level of each of the plurality of backgrounds included in each of the plurality of contents; (ii) a subprocess for selecting at least one standard detailed content content that is close to within the 8th threshold and the content of the specific detailed content included in the specific content, from each of the content of the plurality of detailed contents included in each of the plurality of contents; (iii) a subprocess for selecting at least some of the degrees of positive and negative reactions of surrounding virtual characters viewing the specific detailed content together with the specific user, and at least some of the degrees of at least one standard positive reaction and standard negative reaction that is close to within the 9th threshold, from each of the degrees of positive and negative reactions of each of the plurality of users viewing each of the plurality of detailed contents; and (iv) performing at least some of the subprocesses for selecting at least some of the specific virtual heart rate and specific virtual heart sound of the specific user viewing the specific detailed content, and at least some of the standards virtual heart rate and standard virtual heart sound that are close to within the 10th threshold, from each of the plurality of virtual heart rates and each of the plurality of virtual heart sounds of each of the plurality of users viewing each of the plurality of detailed contents, wherein the standard darkness level, the standard detailed A computing device characterized by providing at least some of optimal detailed contact state data and optimal detailed control state data corresponding to the highest degree of reduction of the reference severity, with reference to content, at least some of the degree of the reference positive response and the reference negative response, and at least one rate of change of reduction of the reference severity corresponding to at least some of the reference virtual heart rate and the reference virtual heart sound.
  17. In Paragraph 11, (III) A computing device characterized by further performing a process in which the processor provides the specific content to the specific user and supports the specific user in viewing the specific content by referencing at least one specific detailed contact state data and at least one specific detailed control state data.
  18. In a computing device that supports the improvement of a specific user's phobia by providing specific content, At least one memory for storing instructions; and at least one processor configured to execute the above instructions; including, The above processor (I) acquires at least some of the following: a plurality of first_1 detailed contact state data to a plurality of first_n' detailed contact state data indicating whether at least some of the contraction and relaxation degrees of at least some of the contraction and relaxation degrees of at least some of the plurality of body parts of each of the plurality of users, which are acquired while providing each of the plurality of content parts to each of the plurality of users through each of the plurality of users, and at least some of the following: a plurality of second_1 detailed control state data to a plurality of second_m' detailed control state data indicating whether at least some of the contraction and relaxation degrees of at least some of the contraction and relaxation degrees of at least some of the respective body parts of each of the plurality of users, which are acquired while providing each of the plurality of content parts to each of the plurality of users through each of the plurality of users, by inputting at least some of the following into a learning device and learning the learning device; and while providing the specific content to the specific user through the screen, acquires at least some of the following: a first_1 specific detailed contact state data to a first_n specific detailed contact state data indicating whether at least some of the contraction and relaxation degrees of at least some of the respective body parts of the specific user. (II) a process for predicting a rate of change in a specific expected severity of the specific user’s phobia by referring to at least some of the first_1 specific detailed contact state data to the first_n specific detailed contact state data and at least some of the second_1 specific detailed control state data to the second_m specific detailed control state data; and (III) a process for additionally training the learning device by backpropagating the loss when a rate of change in a specific actual severity corresponding to the specific user is obtained while providing the specific content to the specific user, and when a rate of change in a specific actual severity is obtained, a loss is calculated by referring to the rate of change in a specific actual severity and the rate of change in a specific expected severity.
  19. In Paragraph 18, In the above (I) process, The above processor, while providing each of a plurality of content to each of a plurality of users through each screen, additionally inputs at least some of the following corresponding to each of the plurality of users, each of (i) the degree of darkness of each of a plurality of backgrounds included in each of the plurality of content, (ii) the content of each of a plurality of detailed content included in each of the plurality of content and played as separate content, (iii) the degree of positive and negative reactions of each of the surrounding virtual characters who were viewing each of the plurality of detailed content together with each of the plurality of users, and (iv) each of a plurality of virtual heart rates and each of a plurality of virtual heart sounds of each of the plurality of users watching each of the plurality of detailed content, and the learning device is in a state of learning. In the above (II) process, A computing device characterized by the processor predicting the rate of change in the specific expected severity of the specific user's phobia by additionally referencing at least some of the specific virtual heart rate and the specific virtual heart sound of the specific user who is watching the specific detailed content, which are obtained while providing the specific user with the specific content through the screen.
  20. In Paragraph 18, In the above (I) process, A computing device characterized by the processor enabling the specific user to select and provide at least one specific detailed contact state data among the first_1 specific detailed contact state data to the first_n specific detailed contact state data, and to select and provide at least one specific detailed control state data among the second_1 specific detailed control state data to the second_m specific detailed control state data, thereby supporting the viewing of the specific content by referencing at least a portion of the at least one specific detailed contact state data and the at least one specific detailed control state data.

Description

Method of providing specific content to support improvement of phobias for a specific user and computing device using the same The present invention relates to a method for supporting the improvement of a specific user's phobia by providing specific content, and a computing device using the same. Panic disorder is a condition primarily characterized by extreme anxiety symptoms that appear unexpectedly and without a specific reason, known as panic attacks. A panic attack refers to a severe anxiety condition accompanied by a feeling of impending death, accompanied by physical symptoms such as a racing heartbeat, chest tightness, shortness of breath, and sweating, all while experiencing extreme fear. In addition, agoraphobia is a type of anxiety disorder characterized by the primary symptom of being alone without assistance in squares or public places, particularly in situations from which one cannot quickly escape. About two-thirds of agoraphobia patients also have panic disorder. Methods for treating panic disorder and agoraphobia include medication and cognitive behavioral therapy (CBT). CBT includes relaxation techniques, breathing exercises, and exposure techniques, which encompass both imagined and actual exposure. For reference, actual exposure is fundamental to the behavioral treatment of panic disorder, involving the gradual exposure of patients to situations they fear in order to achieve desensitization to the stimuli. However, such conventional technologies currently lack the ability to provide optimal content with optimal improvement efficiency by adjusting detailed parameters linked to the content to suit the characteristics of each user. The drawings attached below for use in describing embodiments of the present invention are merely some of the embodiments of the present invention, and other drawings can be obtained based on these drawings without inventive work by a person skilled in the art to which the present invention pertains (hereinafter "person skilled in the art"). FIG. 1 is a diagram showing the schematic configuration of a computing device that supports improving a specific user's phobia by providing specific content, and a server that communicates with the same, according to one embodiment of the present invention. FIG. 2 is a flowchart illustrating the overall sequence of a method to support the improvement of a specific user's phobia by providing specific content according to an embodiment of the present invention. FIG. 3a is a diagram illustrating an example of a database in which, according to an embodiment of the present invention, a plurality of age data corresponding to each of a plurality of users, a plurality of gender data, a plurality of detailed contact status data, a plurality of detailed control status data, and a plurality of severity reduction change rates are stored. FIG. 3b is a diagram showing an example of a database in which the degree of darkness of the background included in the content, the degree of fear of the detailed content included in the content and played as separate content, the degree of positive and negative reactions of surrounding virtual characters viewing the detailed content, and the virtual heart rate and virtual heart sound of the user watching the detailed content are stored according to one embodiment of the present invention. FIGS. 4a and 4b illustrate an overall flowchart of a learning method that supports the improvement of a specific user's phobia by providing specific content, and a process for learning a learning model, according to another embodiment of the present invention. The following detailed description of the present invention refers to the accompanying drawings, which illustrate specific embodiments in which the present invention can be practiced in order to clarify the objects, technical solutions, and advantages of the present invention. These embodiments are described in sufficient detail to enable a person skilled in the art to practice the present invention. Furthermore, throughout the detailed description and claims of the invention, the word “comprising” and its variations are not intended to exclude other technical features, additions, components, or steps. Other objects, advantages, and characteristics of the invention will become apparent to a person skilled in the art, in part from this description and in part from the practice of the invention. The following examples and drawings are provided by way of example and are not intended to limit the invention. Furthermore, the present invention encompasses all possible combinations of the embodiments set forth in this specification. It should be understood that various embodiments of the present invention are different but need not be mutually exclusive. For example, specific shapes, structures, and characteristics described herein may be implemented in other embodiments without departing from the spirit and scope of the invention in relation to one embodiment. It shou