CN-122019029-A - Control method and device of electronic equipment, electronic equipment and storage medium

CN122019029ACN 122019029 ACN122019029 ACN 122019029ACN-122019029-A

Abstract

The invention provides a control method, a device, electronic equipment and a storage medium of electronic equipment, wherein the method comprises the steps of presetting at least two different content presentation versions for the same knowledge card module, respectively deploying the at least two content presentation versions to different electronic equipment groups, collecting use records of the knowledge card module in each electronic equipment group after user authorization is obtained to form a first use record set and a second use record set which belong to different versions, statistically analyzing the use heat of the different content presentation versions of the knowledge card module based on the first use record set and the second use record set, updating the content presentation version of the knowledge card module in the electronic equipment based on the use heat, improving the intelligence of the electronic equipment, and enabling the electronic equipment to accurately match the operation habit of a user.

Inventors

CHENG BING
WANG ZHIFANG
YANG KUN
FAN JIANFENG
CHEN YAO

Assignees

深圳市噜咔博士科技有限公司

Dates

Publication Date: 20260512
Application Date: 20251212

Claims (10)

1. A control method of an electronic device, applied to an electronic device, the electronic device having a knowledge card module, the method comprising: presetting at least two different content presentation versions aiming at the same knowledge card module, wherein the content presentation versions comprise at least one of a content bearing interface and interface interaction logic; respectively deploying the at least two content presentation versions to different electronic equipment groups to construct a random sample cluster carrying the differentiated content presentation versions; After user authorization is acquired, acquiring use records of the knowledge card modules in each electronic equipment group to form a first use record set and a second use record set which belong to different versions, wherein the use records comprise at least one of use time, operation records, interface interaction records and interface stay time of the knowledge card modules; Based on the first usage record set and the second usage record set, statistically analyzing the usage heat of different content presentation versions of the knowledge card module; and updating the content presentation version of the knowledge card module in the electronic equipment based on the using heat.
2. The method for controlling an electronic device according to claim 1, wherein the statistically analyzing the usage heat of different content presentation versions of the knowledge card module comprises: Based on the first use record set, according to preset first interface interaction logic and interface content configuration information, and according to the interface interaction logic and the first interface stay time in the first use record, determining a first content interface with the first interface stay time longer than the preset time; if a second content interface used exists behind the first content interface, marking the piece of usage record as a first type of usage record; If there is no second content interface to be used after the first content interface, the piece of usage record is marked as a second type of usage record.
3. The method for updating content of an electronic device of claim 2, wherein the statistical analysis knowledge card module uses heat for different content presentation versions, further comprising: Creating a first jump logic timeout record according to the jump logic of the first content interface to the second content interface aiming at the first type of use record; And for the second type of usage record, creating a first long stay mark according to the timeout information of the first content interface.
4. The method for controlling an electronic device of claim 3, wherein the statistical analysis knowledge card module uses heat of different content presentation versions, further comprising: Determining at least one third content interface which is not used by a user in the interface content configuration information; based on the first interface interaction logic and the interface content configuration information, analyzing the use heat of the first content presentation version according to the first jump logic timeout record, the first long stay mark and the identification result of the third content interface.
5. The method for controlling an electronic device of claim 1, wherein the statistical analysis knowledge card module uses heat of different content presentation versions, further comprising: Based on the second use record set, according to preset second interface interaction logic and interface content configuration information, and according to interface interaction logic and second interface stay time in the second use record, a fourth content interface with second stay time longer than the preset time is determined; if the fifth used content interface exists behind the fourth content interface, marking the bar of usage records as a third type of usage records; If there is no fifth content interface to be used after the fourth content interface, the piece of usage record is marked as a fourth type of usage record.
6. The method for controlling an electronic device of claim 5, wherein the statistical analysis knowledge card module uses heat of different content presentation versions, further comprising: creating a second jump logic timeout record according to the jump logic from the fourth content interface to the fifth content interface for the third class of usage record; and creating a second long stay mark according to the timeout information of the fourth content interface for the fourth class of usage records.
7. The method for controlling an electronic device of claim 6, wherein the statistical analysis knowledge card module uses heat of different content presentation versions, further comprising: Determining at least one sixth content interface which is not used by a user in the interface content configuration information; And analyzing the using heat of the second content presentation version based on the second interface interaction logic and the interface content configuration information and according to the second jump logic timeout record, the second long stay mark and the identification result of the sixth content interface.
8. A content updating apparatus of an electronic device, comprising: The version presetting module is used for presetting at least two different content presentation versions aiming at the same knowledge card module, wherein the content presentation versions comprise at least one of a content bearing interface and interface interaction logic; the version deployment module is used for deploying the at least two content presentation versions to different electronic equipment groups respectively so as to construct a random sample cluster bearing the differentiated content presentation versions; The data acquisition module is used for acquiring the use records of the knowledge card modules in each electronic equipment group after the user authorization is acquired, and forming a first use record set and a second use record set which belong to different versions, wherein the use records comprise at least one of the use time, the operation record, the interface interaction record and the interface stay time of the knowledge card modules; The data processing module is used for statistically analyzing the use heat of different content presentation versions of the knowledge card module based on the first use record set and the second use record set; And the configuration optimization module is used for updating the content presentation version of the knowledge card module in the electronic equipment based on the using heat.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps in the method of controlling an electronic device according to any one of claims 1 to 7 when the computer program is executed.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a computer program which, when executed by a processor, realizes the steps in the control method of an electronic device according to any one of claims 1 to 7.

Description

Control method and device of electronic equipment, electronic equipment and storage medium Technical Field The present application relates to the field of artificial intelligence technologies, and in particular, to a method and apparatus for controlling an electronic device, and a storage medium. Background The learning machine is used as intelligent learning equipment, and a built-in knowledge card system is a core functional module for helping a user to learn efficiently. The knowledge card module presents various kinds of knowledge in a structured and visual mode, so that the convenience and the interestingness of learning are greatly improved. However, the content presentation mode of the current learning machine for the same knowledge card module is usually fixed and single. The design and adjustment of the content presentation mode mainly depends on the offline investigation result of research personnel or the subjective opinion of experts in related fields. The adjustment mechanism has obvious limitation, the sample size of the offline investigation is limited and the representativeness is insufficient, expert opinion is often focused on the logic of knowledge rather than the actual use habit of a user, and the finally determined content presentation mode is far away from the use requirement of the actual user. In practical application, the adjustment which is separated from the user requirement cannot improve the learning experience, but can reduce the use experience of the user on the photographing machine. Disclosure of Invention In view of the above, the application provides a control method for an electronic device, which overcomes the defects that in the prior art, the content presentation mode of a knowledge card module of a learning machine is fixed, the adjustment depends on manual subjective judgment and is disjointed with the real user demand, and based on the real use record of a random sample cluster, the intelligent update of the content presentation mode of the knowledge card is realized, so that the content presentation mode of the electronic device is more intelligent and conforms to the real demand of the user, and the use experience of the user is improved. In a first aspect, the present application provides a control method of an electronic device, applied to an electronic device, where the electronic device has a knowledge card module, the method includes: presetting at least two different content presentation versions aiming at the same knowledge card module, wherein the content presentation versions comprise at least one of a content bearing interface and interface interaction logic; respectively deploying the at least two content presentation versions to different electronic equipment groups to construct a random sample cluster carrying the differentiated content presentation versions; After user authorization is acquired, acquiring use records of the knowledge card modules in each electronic equipment group to form a first use record set and a second use record set which belong to different versions, wherein the use records comprise at least one of use time, operation records, interface interaction records and interface stay time of the knowledge card modules; Based on the first usage record set and the second usage record set, statistically analyzing the usage heat of different content presentation versions of the knowledge card module; and updating the content presentation version of the knowledge card module in the electronic equipment based on the using heat. Alternatively, the process may be carried out in a single-stage, the statistical analysis knowledge card module uses the heat of different content presentation versions, and comprises: Based on the first use record set, according to preset first interface interaction logic and interface content configuration information, and according to the interface interaction logic and the first interface stay time in the first use record, determining a first content interface with the first interface stay time longer than the preset time; if a second content interface used exists behind the first content interface, marking the piece of usage record as a first type of usage record; If there is no second content interface to be used after the first content interface, the piece of usage record is marked as a second type of usage record. Optionally, the statistical analysis knowledge card module is used for analyzing the using heat of different content presentation versions, further comprises: Creating a first jump logic timeout record according to the jump logic of the first content interface to the second content interface aiming at the first type of use record; And for the second type of usage record, creating a first long stay mark according to the timeout information of the first content interface. Optionally, the statistical analysis knowledge card module is used for analyzing the using heat of different content presentation v