CN115994233B - Multimedia recommendation method based on driving mode and idle duration - Google Patents
Multimedia recommendation method based on driving mode and idle duration Download PDFInfo
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- CN115994233B CN115994233B CN202211713834.8A CN202211713834A CN115994233B CN 115994233 B CN115994233 B CN 115994233B CN 202211713834 A CN202211713834 A CN 202211713834A CN 115994233 B CN115994233 B CN 115994233B
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Abstract
The invention discloses a multimedia recommendation method based on a driving mode and idle time, which is used for acquiring the idle time of a driver by detecting the driving scene of a vehicle and pushing entertainment resources conforming to the scene for the driver, so that anxiety emotion during blocking can be relieved, and driving experience is improved. Specifically, the idle time of a driver is estimated through the running mode of the vehicle, and entertainment resource information conforming to a scene is actively pushed; when the driver is required to drive the vehicle autonomously, the entertainment system can pause playing and prompt the driver to drive the vehicle. According to the invention, not only can the entertainment resource information meeting the conditions be recommended from the idle time point of view according to the personal preference of the user, but also better multimedia service can be provided for the user by continuously evolving a machine-learned recommendation algorithm model, and when the user is required to drive a vehicle, the playing of the entertainment resource is suspended in time, so that the driving safety and reliable driving experience of the user can be ensured.
Description
Technical Field
The invention relates to the technical field of automobile multimedia, in particular to a multimedia recommendation method based on a driving mode and idle duration.
Background
The existing vehicle-mounted music recommendation method comprises the following steps: when a driver drives, acquiring a real-time physiological response signal of the driver in the music playing process; and determining the real-time concentration degree of the driver for listening to the music according to the real-time physiological response signal of the driver, and judging whether to replace the wind of the next music according to the real-time concentration degree of the driver for listening to the music, so as to carry out personalized music recommendation. The recommendation device comprises a physiological response signal acquisition device, a processor and a vehicle-mounted information entertainment system; the physiological response signal acquisition equipment is connected with the processor, and the processor is connected with the vehicle-mounted information entertainment system; the processor consists of an extraction unit and an acquisition unit; the in-vehicle infotainment system has a music classification module and a music playing module. According to the judgment result, the vehicle-mounted information entertainment system plays corresponding music to conduct personalized music recommendation, and accuracy of music recommendation is guaranteed.
According to the technical scheme, the real-time concentration degree of the music listened by the driver is determined according to the real-time physiological response signals of the driver, so that whether the wind of the next music is replaced or not is judged, personalized music recommendation is further carried out, but the method is limited to music style recommendation during driving, and multimedia entertainment information suitable for other types of vehicle drivers cannot be recommended according to the driving state of the vehicle.
Disclosure of Invention
In view of the foregoing, the present invention is directed to providing a multimedia recommendation method based on driving mode and idle duration, so as to solve the aforementioned technical problems.
The technical scheme adopted by the invention is as follows:
the invention provides a multimedia recommendation method based on driving mode and idle time, which comprises the following steps:
acquiring idle time according to a vehicle driving mode;
requesting entertainment resources from an entertainment resource platform based on the idle duration;
playing the entertainment resources retrieved and pushed by the entertainment resource platform;
after detecting a preset driving operation condition, pausing playing of entertainment resources;
and when the condition of playing the entertainment resources is detected to be met again, actively continuing playing or prompting the user to play the entertainment resources.
In at least one possible implementation manner, the acquiring the idle time length according to the driving mode of the vehicle includes:
if the current driving mode is the non-automatic driving mode, judging whether the vehicle is in a congestion working condition or not based on a traffic scene of the position when the vehicle stops in the driving process;
and after determining the congestion working condition, estimating the traffic jam time length as the idle time length.
In at least one possible implementation manner, the determining whether the traffic scene is a congestion condition based on the location includes:
acquiring real-time road condition information through a navigation map and/or a vehicle surrounding state;
judging whether the current traffic is in a congestion working condition or not according to the road condition information.
In at least one possible implementation manner, the acquiring the idle time length according to the driving mode of the vehicle includes: and if the current driving mode is the automatic driving mode, estimating the driving duration as the idle duration according to the current position and the destination.
In at least one possible implementation thereof, the requesting the entertainment resource platform for the entertainment resource includes: and requesting entertainment resource information which matches the idle time length and meets user preference from an entertainment resource platform by combining the user account information of the vehicle terminal.
In at least one possible implementation, the playing the entertainment resources retrieved and pushed by the entertainment resource platform includes:
the entertainment resource platform sorts and pushes the entertainment resources meeting the search conditions to the vehicle terminal according to the set rules;
after receiving the recommended entertainment resources, the vehicle terminal prompts the user whether to play the entertainment resources;
after the user confirms the playing, the vehicle terminal starts to play the entertainment resource.
In at least one possible implementation manner, the recommendation method further includes: and adding a preference label corresponding to the user for the entertainment resource which is currently determined to be played by the user.
In at least one possible implementation, the pausing the play of the entertainment resource includes:
for the non-automatic driving mode, if detecting that the vehicles around the vehicle move at a preset speed, actively suspending playing of entertainment resources and prompting a user to drive the vehicle; or alternatively, the process may be performed,
for the automatic driving mode, when the driver is detected to take over the vehicle while driving, playing of the entertainment resources is actively paused and the user is prompted to drive the vehicle.
The main design concept of the invention is that the idle time of the driver is obtained by detecting the driving scene of the vehicle, entertainment resources conforming to the scene are pushed to the driver, the anxiety emotion during blocking can be relieved, and the driving experience is improved. Specifically, the idle time of a driver is estimated through the running mode of the vehicle, and entertainment resource information conforming to a scene is actively pushed; when the driver is required to drive the vehicle autonomously, the entertainment system can pause playing and prompt the driver to drive the vehicle. The invention not only can recommend the entertainment resource information meeting the conditions according to the personal preference of the user from the idle time angle, thereby improving the playing integrity of the multimedia entertainment resource, but also can provide better multimedia service for the user by continuously evolving a machine-learned recommendation algorithm model, and when the user is required to drive a vehicle, the playing of the entertainment resource is suspended in time, and the driving safety and reliable driving experience of the user can be ensured.
Drawings
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the present invention will be further described with reference to the accompanying drawings, in which:
fig. 1 is a flowchart of a multimedia recommendation method based on driving mode and idle duration according to an embodiment of the present invention.
Detailed Description
Embodiments of the present invention are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are illustrative only and are not to be construed as limiting the invention.
The invention provides an embodiment of a multimedia recommendation method based on driving mode and idle time length, specifically, as shown in fig. 1, the method comprises the following steps:
step S1, acquiring idle time according to a vehicle driving mode;
in particular, the analysis of the idle duration can be considered in two ways:
(1) If the current driving mode is the non-automatic driving mode, judging whether the driving mode is the congestion working condition or not based on the traffic scene of the position when the driving of the vehicle is stopped in the middle; and after determining the congestion working condition, estimating the traffic jam time length as the idle time length. Based on the concept, it may be further refined that the determining whether the traffic scene is a congestion condition based on the location includes: and acquiring real-time road condition information through the navigation map or the surrounding state of the vehicle, and judging whether the current traffic condition is a congestion condition or not according to the road condition information.
(2) If the current driving mode is the automatic driving mode, the estimated driving time length is used as the idle time length according to the current position and the destination, for example, map service and the like can be queried to obtain the estimated driving time reaching the destination.
S2, requesting entertainment resources from an entertainment resource platform according to the idle time length;
in actual operation, the entertainment resource platform can also be requested to match the entertainment resource information which is idle time length and is related to user preference by combining the user account information of the vehicle machine side.
S3, playing the entertainment resources retrieved and pushed by the entertainment resource platform;
specifically, the platform sorts entertainment resources meeting the search conditions according to a set rule (such as play quantity, current heat and the like), and pushes the entertainment resources to the vehicle machine end; after receiving the recommended entertainment resources, the vehicle terminal prompts the user whether to play the entertainment resources; after the user confirms to play, the vehicle-mounted terminal starts to play the entertainment resource, and based on the conception, a preference label corresponding to the user can be added to the entertainment resource which is currently determined to be played by the user.
Step S4, after a preset driving operation condition is detected, playing the entertainment resource is paused;
for example, for a non-automatic driving mode, if it is detected that the vehicles around the host vehicle move at a preset speed, the play of the entertainment resource is actively paused and the user is prompted to concentrate on driving the vehicle. Or, for the automatic driving mode, when detecting that the driver is required to actively take over the vehicle during driving, actively suspending playing the entertainment resources and prompting the user to concentrate on driving the vehicle.
And S5, actively continuing playing or prompting the user to play the entertainment resources when the condition of playing the entertainment resources is detected to be met again.
In summary, the main design concept of the invention is that by detecting the driving scene of the vehicle, the idle time of the driver is obtained, entertainment resources conforming to the scene are pushed to the driver, and the anxiety emotion during blocking can be relieved, so that the driving experience is improved. Specifically, the idle time of a driver is estimated through the running mode of the vehicle, and entertainment resource information conforming to a scene is actively pushed; when the driver is required to drive the vehicle autonomously, the entertainment system can pause playing and prompt the driver to drive the vehicle. The invention not only can recommend the entertainment resource information meeting the conditions according to the personal preference of the user from the idle time angle, thereby improving the playing integrity of the multimedia entertainment resource, but also can provide better multimedia service for the user by continuously evolving a machine-learned recommendation algorithm model, and when the user is required to drive a vehicle, the playing of the entertainment resource is suspended in time, and the driving safety and reliable driving experience of the user can be ensured.
In the embodiments of the present invention, "at least one" means one or more, and "a plurality" means two or more. "and/or", describes an association relation of association objects, and indicates that there may be three kinds of relations, for example, a and/or B, and may indicate that a alone exists, a and B together, and B alone exists. Wherein A, B may be singular or plural. The character "/" generally indicates that the context-dependent object is an "or" relationship. "at least one of the following" and the like means any combination of these items, including any combination of single or plural items. For example, at least one of a, b and c may represent: a, b, c, a and b, a and c, b and c or a and b and c, wherein a, b and c can be single or multiple.
The construction, features and effects of the present invention are described in detail according to the embodiments shown in the drawings, but the above is only a preferred embodiment of the present invention, and it should be understood that the technical features of the above embodiment and the preferred mode thereof can be reasonably combined and matched into various equivalent schemes by those skilled in the art without departing from or changing the design concept and technical effects of the present invention; therefore, the invention is not limited to the embodiments shown in the drawings, but is intended to be within the scope of the invention as long as changes made in the concept of the invention or modifications to the equivalent embodiments do not depart from the spirit of the invention as covered by the specification and drawings.
Claims (8)
1. The multimedia recommendation method based on the driving mode and the idle time length is characterized by comprising the following steps of:
acquiring idle time according to a vehicle driving mode, wherein the idle time is estimated as the idle time after determining a congestion working condition if the current non-automatic driving mode is adopted;
requesting entertainment resources from an entertainment resource platform based on the idle duration;
playing the entertainment resources retrieved and pushed by the entertainment resource platform;
after detecting a preset driving operation condition, suspending playing the entertainment resource, including: for the non-automatic driving mode, if detecting that the vehicles around the vehicle move at a preset speed, actively suspending playing of entertainment resources and prompting a user to drive the vehicle;
and when the condition of playing the entertainment resources is detected to be met again, actively continuing playing or prompting the user to play the entertainment resources.
2. The method for multimedia recommendation based on driving mode and idle duration according to claim 1, wherein the obtaining the idle duration according to the driving mode of the vehicle comprises:
if the vehicle is in the non-automatic driving mode, judging whether the vehicle is in a congestion working condition or not based on a traffic scene of the position when the vehicle stops in the driving process.
3. The method for multimedia recommendation based on driving mode and idle duration according to claim 2, wherein the determining whether the traffic scene is a congestion condition based on the location comprises:
acquiring real-time road condition information through a navigation map and/or a vehicle surrounding state;
judging whether the current traffic is in a congestion working condition or not according to the road condition information.
4. The method for multimedia recommendation based on driving mode and idle duration according to claim 1, wherein the obtaining the idle duration according to the driving mode of the vehicle comprises: and if the current driving mode is the automatic driving mode, estimating the driving duration as the idle duration according to the current position and the destination.
5. The method of claim 1, wherein requesting entertainment resources from an entertainment resource platform comprises: and requesting entertainment resource information which matches the idle time length and meets user preference from an entertainment resource platform by combining the user account information of the vehicle terminal.
6. The method for multimedia recommendation based on driving mode and idle duration according to claim 1, wherein playing the entertainment resources retrieved and pushed by the entertainment resource platform comprises:
the entertainment resource platform sorts and pushes the entertainment resources meeting the search conditions to the vehicle terminal according to the set rules;
after receiving the recommended entertainment resources, the vehicle terminal prompts the user whether to play the entertainment resources;
after the user confirms the playing, the vehicle terminal starts to play the entertainment resource.
7. The method of multimedia recommendation based on driving mode and idle duration according to claim 6, further comprising: and adding a preference label corresponding to the user for the entertainment resource which is currently determined to be played by the user.
8. The method for multimedia recommendation based on driving mode and idle duration according to any one of claims 1 to 7, wherein said pausing playing of entertainment resources further comprises:
for the automatic driving mode, when the driver is detected to take over the vehicle while driving, playing of the entertainment resources is actively paused and the user is prompted to drive the vehicle.
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| CN202211713834.8A CN115994233B (en) | 2022-12-27 | 2022-12-27 | Multimedia recommendation method based on driving mode and idle duration |
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| CN115994233B true CN115994233B (en) | 2023-09-12 |
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109204325A (en) * | 2017-07-07 | 2019-01-15 | Lg电子株式会社 | The method of the controller of vehicle and control vehicle that are installed on vehicle |
| CN109649405A (en) * | 2017-10-12 | 2019-04-19 | 矢崎总业株式会社 | The method and information of vehicles presentation device of information are conveyed during automatic Pilot |
| CN110134821A (en) * | 2019-05-06 | 2019-08-16 | 深圳市尼欧科技有限公司 | A kind of accurate method for pushing of intelligent vehicle-carried audio for driving congestion |
| CN112041215A (en) * | 2018-03-07 | 2020-12-04 | 奥迪股份公司 | Method for operating a motor vehicle having an automatic driving system and motor vehicle |
| CN112071072A (en) * | 2020-09-18 | 2020-12-11 | 成都锐美动力科技有限公司 | Vehicle road driving state pre-judgment prompt system |
| CN112406893A (en) * | 2020-12-09 | 2021-02-26 | 上海寅家电子科技股份有限公司 | Vehicle control system and method |
| CN113085898A (en) * | 2021-04-27 | 2021-07-09 | 宝能(广州)汽车研究院有限公司 | Method for activating application program and automatic driving vehicle |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2019000470A1 (en) * | 2017-06-30 | 2019-01-03 | 广东欧珀移动通信有限公司 | Multimedia information push method and apparatus, storage medium, and electronic device |
-
2022
- 2022-12-27 CN CN202211713834.8A patent/CN115994233B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109204325A (en) * | 2017-07-07 | 2019-01-15 | Lg电子株式会社 | The method of the controller of vehicle and control vehicle that are installed on vehicle |
| CN109649405A (en) * | 2017-10-12 | 2019-04-19 | 矢崎总业株式会社 | The method and information of vehicles presentation device of information are conveyed during automatic Pilot |
| CN112041215A (en) * | 2018-03-07 | 2020-12-04 | 奥迪股份公司 | Method for operating a motor vehicle having an automatic driving system and motor vehicle |
| CN110134821A (en) * | 2019-05-06 | 2019-08-16 | 深圳市尼欧科技有限公司 | A kind of accurate method for pushing of intelligent vehicle-carried audio for driving congestion |
| CN112071072A (en) * | 2020-09-18 | 2020-12-11 | 成都锐美动力科技有限公司 | Vehicle road driving state pre-judgment prompt system |
| CN112406893A (en) * | 2020-12-09 | 2021-02-26 | 上海寅家电子科技股份有限公司 | Vehicle control system and method |
| CN113085898A (en) * | 2021-04-27 | 2021-07-09 | 宝能(广州)汽车研究院有限公司 | Method for activating application program and automatic driving vehicle |
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