CN113034230A - Live broadcast delivery time length determination method, device, equipment and medium - Google Patents
Live broadcast delivery time length determination method, device, equipment and medium Download PDFInfo
- Publication number
- CN113034230A CN113034230A CN202110304893.9A CN202110304893A CN113034230A CN 113034230 A CN113034230 A CN 113034230A CN 202110304893 A CN202110304893 A CN 202110304893A CN 113034230 A CN113034230 A CN 113034230A
- Authority
- CN
- China
- Prior art keywords
- target
- live broadcast
- regression coefficient
- historical
- duration
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 54
- 238000012216 screening Methods 0.000 claims abstract description 17
- 238000004590 computer program Methods 0.000 claims description 11
- 230000008569 process Effects 0.000 claims description 11
- 239000011159 matrix material Substances 0.000 claims description 10
- 238000004364 calculation method Methods 0.000 claims description 5
- 230000000694 effects Effects 0.000 abstract description 11
- 230000009286 beneficial effect Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 230000003993 interaction Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000001960 triggered effect Effects 0.000 description 2
- 238000004422 calculation algorithm Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
Abstract
The application discloses a method, a device and equipment for determining the speaking duration of live broadcast with goods and a computer readable storage medium, wherein the method comprises the following steps: screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity; calculating a corresponding target regression coefficient according to the effective index set; and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient. Therefore, the method can accurately control and adjust the speaking duration according to the historical live broadcast data and the current live broadcast data, can increase the speaking duration when the user is interested in the currently announced commodity by dynamically adjusting the speaking duration so as to meet the user demand, can shorten the speaking duration when the user is not interested in the currently announced commodity, saves the user time, prevents the user from losing, and improves the propaganda effect of live broadcast with goods.
Description
Technical Field
The invention relates to the field of time control, in particular to a method, a device and equipment for determining the speaking duration of live broadcast with goods and a computer readable storage medium.
Background
With the rapid development of information technology, the popularity of a novel service mode of live broadcast with goods in social life is higher and higher. In the process of live broadcast of bringing goods, the duration of publicizing the goods (namely the duration of publicizing) can directly influence the shopping experience of the user, thereby influencing the publicizing effect of the live broadcast of the whole field of goods.
In the prior art, generally, fixed announcement duration is set for each commodity. However, because different users have different interest degrees in different commodities, the announcement duration of the commodities interested by the users is too short to meet the user requirements, so that the shopping experience of the users is directly influenced, and the advertising effect of live broadcast delivery is influenced; if the announcement duration is too long, the user is not interested in the currently announced commodities, so that the time of the user is wasted, the user is lost, the shopping experience of the user is influenced, and the advertising effect of live broadcast delivery is influenced.
Therefore, how to set the speaking duration of live tape goods can save the time of the user, improve the shopping experience of the user, and improve the propaganda effect of live tape goods, which is a technical problem to be solved by technical personnel in the field at present.
Disclosure of Invention
In view of this, the present invention aims to provide a method for determining a speaking duration of live broadcast delivery, which can save time of a user, improve shopping experience of the user, and improve a propaganda effect of live broadcast delivery; another object of the present invention is to provide a device, an apparatus and a computer-readable storage medium for determining a speaking duration of live tape goods, all of which have the above advantages.
In order to solve the technical problem, the invention provides a method for determining the speaking duration of live broadcast tape goods, which comprises the following steps:
screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity;
calculating a corresponding target regression coefficient according to the effective index set;
and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient.
Preferably, the process of screening out an effective index set from the historical live data and the current live data of the target commodity specifically includes:
acquiring the historical live broadcast data and the current live broadcast data of the target commodity;
and screening out indexes of which the correlation in the historical live broadcast data and the current live broadcast data meets a preset low standard by using a correlation matrix, and determining the effective index set.
Preferably, after the determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient, the method further includes:
and updating the remaining announcement duration in real time according to the announcement starting time, the current time and the target announcement duration of the target commodity.
Preferably, after the updating the remaining announcement time length in real time according to the starting announcement time, the current time and the target announcement time length of the target commodity, the method further includes:
and displaying the remaining speaking duration by utilizing a preset display device.
Preferably, after the updating the remaining announcement time length in real time according to the starting announcement time, the current time and the target announcement time length of the target commodity, the method further includes:
and when the residual declaration time length is less than a preset time length threshold value, sending corresponding prompt information.
Preferably, further comprising:
and acquiring the actual speaking duration of the target commodity, and correspondingly recording the information of the target commodity and the actual speaking duration.
Preferably, further comprising:
setting corresponding weights for all indexes in the effective index set respectively;
correspondingly, the process of calculating the corresponding target regression coefficient according to the effective index set specifically includes:
and calculating the target regression coefficient according to each index in the effective index set and the weight corresponding to each index.
In order to solve the above technical problem, the present invention further provides a device for determining a speaking duration of live broadcast tape goods, including:
the setting module is used for screening an effective index set from historical live broadcast data and current live broadcast data of the target commodity;
the calculation module is used for calculating a corresponding target regression coefficient according to the effective index set;
and the determining module is used for determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient.
In order to solve the above technical problem, the present invention further provides a device for determining a speaking duration of live broadcast tape goods, including:
a memory for storing a computer program;
and the processor is used for realizing the steps of any live broadcast delivery speaking duration determination method when the computer program is executed.
In order to solve the above technical problem, the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the method for determining the speaking duration of live delivery is implemented.
The invention provides a method for determining the speaking duration of live broadcast tape goods, which comprises the following steps: screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity; calculating a corresponding target regression coefficient according to the effective index set; and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient. Therefore, the method can accurately control and adjust the speaking duration according to the historical live broadcast data and the current live broadcast data, can increase the speaking duration when the user is interested in the currently announced commodity by dynamically adjusting the speaking duration so as to meet the user demand, can shorten the speaking duration when the user is not interested in the currently announced commodity, saves the user time, prevents the user from losing, and improves the propaganda effect of live broadcast with goods.
In order to solve the technical problem, the invention also provides a device, equipment and a computer readable storage medium for determining the speaking duration of live broadcast delivery, which have the beneficial effects.
Drawings
In order to more clearly illustrate the embodiments or technical solutions of the present invention, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a flowchart of a method for determining a speaking duration of live broadcast delivery according to an embodiment of the present invention;
fig. 2 is a structural diagram of a device for determining a speaking duration of live broadcast delivery according to an embodiment of the present invention;
fig. 3 is a block diagram of a device for determining a speaking duration of live tape goods according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The core of the embodiment of the invention is to provide a method for determining the propaganda duration of live-broadcast brought goods, which can save the time of a user, improve the shopping experience of the user and improve the propaganda effect of live-broadcast brought goods; another core of the present invention is to provide a device, an apparatus and a computer-readable storage medium for determining a speaking duration of live broadcast delivery, all having the above-mentioned advantages.
In order that those skilled in the art will better understand the disclosure, the invention will be described in further detail with reference to the accompanying drawings and specific embodiments.
Fig. 1 is a flowchart of a method for determining a speaking duration of live tape goods according to an embodiment of the present invention. As shown in fig. 1, a method for determining a speaking duration of live tape goods includes:
s10: screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity;
s20: and calculating a corresponding target regression coefficient according to the effective index set.
Specifically, in the process of carrying out live broadcast delivery on target commodities, historical live broadcast data and current live broadcast data of the target commodities are required to be acquired; the historical live broadcast data comprises data information corresponding to commodity attributes and/or historical statistical data of target commodities; the current live broadcast data comprises data information acquired in real time in the process of carrying out live broadcast on target commodities.
In this embodiment, the specific number and type of the acquired historical live data and the current live data are not limited, and may be determined according to actual requirements. Each type of historical live broadcast data/current live broadcast data corresponds to one index; for example, when the acquired historical live broadcast data is "20W pieces", the corresponding index is "historical sales". In this embodiment, it is preferable to obtain 26 different types of historical live data, and obtain 4 different types of current live data.
Specifically, after historical live broadcast data and current live broadcast data are obtained, indexes used for calculating a target regression coefficient are screened from indexes corresponding to the historical live broadcast data and the current live broadcast data, and an effective index set is obtained; and then calculating a target regression coefficient corresponding to the target commodity according to each index in the effective index set.
S30: and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient.
It should be noted that the corresponding standard speaking duration is set in advance according to the historical regression coefficient. It should be noted that the standard speaking duration refers to an optimal speaking duration corresponding to the historical regression coefficient, which is set in advance according to actual operation experience, and when speaking according to the standard speaking duration, the shopping experience of the user is the best, and the propaganda effect of live broadcast delivery is the best. Therefore, in this step, the target speaking duration corresponding to the target regression coefficient is determined by using the corresponding relationship between the historical regression coefficient and the standard speaking duration.
It should be noted that, in actual operation, the target announcement duration is dynamically updated according to the acquired historical live broadcast data and the current live broadcast data, an update interval is the same as an interval duration between two adjacent times of acquiring the current live broadcast data, and in addition, the historical live broadcast data and the current live broadcast data can be periodically acquired, so that the target announcement duration can be periodically updated.
The embodiment of the invention provides a method for determining the speaking duration of live broadcast tape goods, which comprises the following steps: screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity; calculating a corresponding target regression coefficient according to the effective index set; and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient. Therefore, the method can accurately control and adjust the speaking duration according to the historical live broadcast data and the current live broadcast data, can increase the speaking duration when the user is interested in the currently announced commodity by dynamically adjusting the speaking duration so as to meet the user demand, can shorten the speaking duration when the user is not interested in the currently announced commodity, saves the user time, prevents the user from losing, and improves the propaganda effect of live broadcast with goods.
On the basis of the above embodiment, this embodiment further explains and optimizes the technical solution, and specifically, in this embodiment, the process of screening out an effective index set from the historical live data and the current live data of the target commodity specifically includes:
acquiring historical live broadcast data and current live broadcast data of a target commodity;
and screening out the index with the lowest correlation in the historical live broadcast data and the current live broadcast data by using the correlation matrix, and determining an effective index set.
Specifically, in this embodiment, after the historical live data and the current live data of the target commodity are obtained, indexes corresponding to the historical live data and the current live data are obtained, and then the indexes are quantized into a unified unit and are set in the correlation matrix. A specific representation of a correlation matrix is shown below:
wherein, the indexes with the same dimension, such as sales volume, sales volume and the like, are put in each row in the correlation matrix; putting indexes with different dimensions, such as sales volume, crowd liveness and the like, into each row; and increasing and decreasing indexes in the correlation matrix and respectively calculating corresponding R values to obtain the index with the lowest correlation according to the R values. In general, the smaller the R value, the lower the correlation of each index in the correlation matrix, and the lower the correlation of each index, indicating that the index has a reference value, the target regression coefficient can be calculated using the index. Therefore, the index in the correlation matrix corresponding to the minimum R value is determined as the effective index set.
Specifically, after the effective index set is determined, based on a Spark/Flink operation framework of the distributed cluster, a target regression coefficient is calculated according to a multivariate linear regression equation, and the specific process is as follows:
Zy＝β1·ρi+β2·ρj+…βm·ρk；
wherein Z isyRepresents the target regression coefficient, ρi、ρj、ρkIs an independent variable representing the quantized index in the determined effective index set; beta is a1、β2、βmThe normalized coefficient is represented by the value of the corresponding index minus the mean divided by the square differenceTo avoid dimensional effects; wherein, the Spark operation frame is an open source cluster calculation frame for real-time processing; flink is a stateful dataflow computation framework.
Therefore, the method according to the embodiment determines the effective index set, and is simple and convenient to operate.
On the basis of the above embodiments, the present embodiment further describes and optimizes the technical solution, and specifically, the present embodiment further includes:
setting corresponding weights for each index in the effective index set respectively;
correspondingly, the process of calculating the corresponding target regression coefficient according to the effective index set specifically includes:
and calculating a target regression coefficient according to each index in the effective index set and the weight corresponding to each index.
In this embodiment, corresponding weights are first set for each index in the effective index set, and then a target regression coefficient is calculated according to each index in the effective index set and the weight corresponding to each index.
Specifically, the indexes corresponding to the historical live broadcast data include commodity category characteristics, historical sales, market hotspots, and the like; the indexes corresponding to the current live broadcast data comprise online number, liveness, criticizing keyword engagement degree, real-time sales amount and the like. Wherein, the commodity category characteristics refer to the applicable crowd characteristics of the commodity category, such as sex, age, pregnant woman and the like, and can be directly quantified through a category list; the historical sales volume refers to the accumulated sales volume of the target commodity in a specified time period and can be obtained by directly counting quantized numbers, and the unit is the number of pieces; the market hotspot is to match the preset keyword with the brand, the commodity name and the like by monitoring the user comment and extracting the preset keyword in the comment, and calculate the corresponding heat value according to the matching success times. The online number refers to the number of users who currently watch live broadcast with goods; the liveness refers to the ratio of the number of people participating in the interaction to the number of people on line, and the participation in the interaction comprises the operations of commenting, placing orders according to links and the like; the contract degree of the comment keyword refers to the contract degree of information such as comments issued by the user in the live broadcast cargo carrying process and the target commodity.
In this embodiment, assuming that there are 30 indexes, different weights are set for the 26 indexes corresponding to the historical live broadcast data, and the merge weight is 0.4; the weights of 4 indexes corresponding to the current live broadcast data, namely the online number, the liveness, the criticizing keyword engagement and the real-time sales volume, can be set as follows: 0.2, 0.3, the combining weight is 0.6.
As can be seen, in the embodiment, the target regression coefficient is further calculated according to each index in the effective index set and the weight corresponding to each index, so that the calculated target regression coefficient is more accurate.
On the basis of the foregoing embodiment, the embodiment further describes and optimizes the technical solution, and specifically, after determining the target speaking duration according to the target regression coefficient, the historical regression coefficient, and the standard speaking duration corresponding to the historical regression coefficient, the embodiment further includes:
and updating the remaining announcement time length in real time according to the starting announcement time, the current time and the target announcement time length of the target commodity.
In this embodiment, after the target announcement time length is obtained, the remaining announcement time length is further calculated according to the start announcement time, the current time, and the target announcement time length of the target product. It can be understood that, since the target announcement time length is dynamically changed, the corresponding remaining announcement time length will also be correspondingly changed along with the change of the target announcement time length, that is, the remaining announcement time length is updated in real time according to the start announcement time, the target announcement time length and the current time.
As a preferred embodiment, after updating the remaining announcement time length in real time according to the start announcement time, the current time, and the target announcement time length of the target commodity, the method further includes:
and displaying the remaining speaking duration by utilizing a preset display device.
Specifically, in this embodiment, after the remaining speaking duration is calculated, a preset display device is further used to display the currently calculated remaining speaking duration. In this embodiment, the specific form of displaying the remaining announcement time period is not limited, and the specific type of the display device is also not limited, for example, the display may be performed by using an LED display, or may be performed by using a liquid crystal display or a touch screen.
It is thus clear that this embodiment is through further updating remaining length of speaking in real time to utilize and predetermine display device and show that remaining length of speaking is long, consequently can be convenient for the anchor more directly perceivedly see length of speaking remaining to the target commodity that currently carries out the explanation, can be convenient for the anchor to explain long adjustment state of speaking according to remaining length of speaking, thereby further promote and use experience.
On the basis of the foregoing embodiment, the present embodiment further explains and optimizes the technical solution, and specifically, after updating the remaining announcement duration in real time according to the start announcement time, the current time, and the target announcement duration of the target commodity, the present embodiment further includes:
and when the residual speaking duration is less than the preset duration threshold, sending out corresponding prompt information.
Specifically, in this embodiment, after the remaining announcement time length is obtained, the remaining announcement time length is further compared with the preset time length threshold, and when the remaining announcement time length is smaller than the preset time length threshold, the corresponding prompt information is sent. It should be noted that, in this embodiment, the preset time length threshold is not limited, and may be, for example, 1 minute or 30 seconds, that is, when the remaining declaration time length of the target product is only left for the last 1 minute or the last 30 seconds, the corresponding prompting device is triggered to send out the corresponding prompting information.
It should be noted that the prompting device may specifically be a buzzer and/or an indicator light and/or a vibrating motor, and the prompting device such as the buzzer, the indicator light, the vibrating motor and the like is triggered to send out corresponding prompting information, such as buzzing sound, flashing light, vibration and the like, so as to intuitively prompt that the current remaining speaking duration of the anchor is short, so that the anchor can adjust the speaking state in time according to the prompting information, and the use experience can be further improved.
On the basis of the above embodiments, the present embodiment further describes and optimizes the technical solution, and specifically, the present embodiment further includes:
and acquiring the actual speaking duration of the target commodity, and correspondingly recording the information of the target commodity and the actual speaking duration.
Specifically, in this embodiment, after the target commodity is declared, the actual declaration time for the target commodity is further obtained, where the actual declaration time refers to the total declaration time for the target commodity from the beginning of declaration to the end of declaration, and then the information of the target commodity and the actual declaration time are correspondingly recorded. It should be noted that, in actual operation, a specific recording manner may be recorded in a form of a text, an excel table, or a database table, which is not limited in this embodiment and may be selected according to actual requirements. More specifically, the storage may be performed in a Memory bank, a hard disk, a TF (Trans-flash Card) Card, an sd (secure Digital Memory Card), or the like, and the selection is specifically performed according to actual requirements, which is not limited in this embodiment.
In this embodiment, by further acquiring the actual speaking duration of the target commodity and correspondingly recording the information of the target commodity and the actual speaking duration, the user can conveniently check the speaking condition of each target commodity, and the use experience of the user is further improved.
The above detailed description is given to the embodiment of the method for determining the speaking duration of live broadcast pickup, and the present invention further provides a device, an apparatus, and a computer-readable storage medium for determining the speaking duration of live broadcast pickup corresponding to the method.
Fig. 2 is a structural diagram of a device for determining a speaking duration of live broadcast tape goods according to an embodiment of the present invention, and as shown in fig. 2, the device for determining the speaking duration of live broadcast tape goods includes:
the setting module 21 is used for screening an effective index set from historical live broadcast data and current live broadcast data of the target commodity;
the calculating module 22 is configured to calculate a corresponding target regression coefficient according to the effective index set;
and the determining module 23 is configured to determine the target speaking duration according to the target regression coefficient, the historical regression coefficient, and the standard speaking duration corresponding to the historical regression coefficient.
The device for determining the speaking duration of the live broadcast tape goods provided by the embodiment of the invention has the beneficial effect of the method for determining the speaking duration of the live broadcast tape goods.
As a preferred embodiment, the setting module specifically includes:
the acquisition submodule is used for acquiring historical live broadcast data and current live broadcast data of the target commodity;
and the screening submodule is used for screening out indexes of which the correlation in the historical live broadcast data and the current live broadcast data meets a preset low standard by using the correlation matrix, and determining an effective index set.
As a preferred embodiment, further comprising:
and the duration updating module is used for updating the remaining announcement duration in real time according to the starting announcement time, the current time and the target announcement duration of the target commodity.
As a preferred embodiment, further comprising:
and the display module is used for displaying the remaining speaking duration by utilizing a preset display device.
As a preferred embodiment, further comprising:
and the prompting module is used for sending out corresponding prompting information when the remaining speaking duration is less than a preset duration threshold.
As a preferred embodiment, further comprising:
and the recording module is used for acquiring the actual speaking duration of the target commodity and correspondingly recording the information of the target commodity and the actual speaking duration.
As a preferred embodiment, further comprising:
the weight setting module is used for setting corresponding weights for all indexes in the effective index set respectively;
correspondingly, the calculation module specifically includes:
and the calculation submodule is used for calculating the target regression coefficient according to each index in the effective index set and the weight corresponding to each index.
Fig. 3 is a structural diagram of a device for determining a speaking duration of live broadcast pickup goods according to an embodiment of the present invention, and as shown in fig. 3, the device for determining a speaking duration of live broadcast pickup goods includes:
a memory 31 for storing a computer program;
and a processor 32, configured to implement the steps of the method for determining a speaking duration of live tape goods as described above when executing the computer program.
The device for determining the speaking duration of the live broadcast brought goods provided by the embodiment of the invention has the beneficial effect of the method for determining the speaking duration of the live broadcast brought goods.
In order to solve the above technical problem, the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the method for determining the speaking duration of live broadcast delivery is implemented.
The computer-readable storage medium provided by the embodiment of the invention has the beneficial effect of the method for determining the speaking duration of live delivery.
The method, the device, the equipment and the computer readable storage medium for determining the speaking duration of live tape goods provided by the invention are described in detail above. The principles and embodiments of the present invention are explained herein using specific examples, which are set forth only to help understand the method and its core ideas of the present invention. It should be noted that, for those skilled in the art, it is possible to make various improvements and modifications to the present invention without departing from the principle of the present invention, and those improvements and modifications also fall within the scope of the claims of the present invention.
The embodiments are described in a progressive manner in the specification, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
Those of skill would further appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both, and that the various illustrative components and steps have been described above generally in terms of their functionality in order to clearly illustrate this interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
Claims (10)
1. A method for determining the speaking duration of live broadcast with goods is characterized by comprising the following steps:
screening an effective index set from historical live broadcast data and current live broadcast data of a target commodity;
calculating a corresponding target regression coefficient according to the effective index set;
and determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient.
2. The method according to claim 1, wherein the process of screening out the valid index set from the historical live data and the current live data of the target commodity specifically comprises:
acquiring the historical live broadcast data and the current live broadcast data of the target commodity;
and screening out indexes of which the correlation in the historical live broadcast data and the current live broadcast data meets a preset low standard by using a correlation matrix, and determining the effective index set.
3. The method of claim 1, wherein after determining a target speaking duration based on the target regression coefficient, historical regression coefficient, and standard speaking duration corresponding to the historical regression coefficient, further comprising:
and updating the remaining announcement duration in real time according to the announcement starting time, the current time and the target announcement duration of the target commodity.
4. The method according to claim 3, wherein after the updating the remaining announcement time length in real time according to the start announcement time, the current time, and the target announcement time length of the target commodity, further comprising:
and displaying the remaining speaking duration by utilizing a preset display device.
5. The method according to claim 3, wherein after the updating the remaining announcement time length in real time according to the start announcement time, the current time, and the target announcement time length of the target commodity, further comprising:
and when the residual declaration time length is less than a preset time length threshold value, sending corresponding prompt information.
6. The method of claim 1, further comprising:
and acquiring the actual speaking duration of the target commodity, and correspondingly recording the information of the target commodity and the actual speaking duration.
7. The method of any one of claims 1 to 6, further comprising:
setting corresponding weights for all indexes in the effective index set respectively;
correspondingly, the process of calculating the corresponding target regression coefficient according to the effective index set specifically includes:
and calculating the target regression coefficient according to each index in the effective index set and the weight corresponding to each index.
8. A device for determining the speaking duration of live broadcast tape goods is characterized by comprising:
the setting module is used for screening an effective index set from historical live broadcast data and current live broadcast data of the target commodity;
the calculation module is used for calculating a corresponding target regression coefficient according to the effective index set;
and the determining module is used for determining the target speaking duration according to the target regression coefficient, the historical regression coefficient and the standard speaking duration corresponding to the historical regression coefficient.
9. A live is said long definite equipment of explaining of taking goods, its characterized in that includes:
a memory for storing a computer program;
a processor for implementing the steps of the method of determining a length of speaking time for live tape cargo as claimed in any one of claims 1 to 7 when executing said computer program.
10. A computer-readable storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the method for determining a length of speaking time for live tape cargo of any one of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110304893.9A CN113034230A (en) | 2021-03-17 | 2021-03-17 | Live broadcast delivery time length determination method, device, equipment and medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110304893.9A CN113034230A (en) | 2021-03-17 | 2021-03-17 | Live broadcast delivery time length determination method, device, equipment and medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113034230A true CN113034230A (en) | 2021-06-25 |
Family
ID=76472529
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110304893.9A Pending CN113034230A (en) | 2021-03-17 | 2021-03-17 | Live broadcast delivery time length determination method, device, equipment and medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113034230A (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109429074A (en) * | 2017-08-25 | 2019-03-05 | 阿里巴巴集团控股有限公司 | A kind of live content processing method, device and system |
| CN110929127A (en) * | 2019-12-05 | 2020-03-27 | 广州市原象信息科技有限公司 | Method for analyzing Taobao live broadcast putting effect and computer equipment |
| CN112235636A (en) * | 2020-09-07 | 2021-01-15 | 有米科技股份有限公司 | Method and device for calculating browsing value attribute of video with goods |
| CN112351300A (en) * | 2020-11-05 | 2021-02-09 | 北京字节跳动网络技术有限公司 | Information display method, device, equipment and medium |
-
2021
- 2021-03-17 CN CN202110304893.9A patent/CN113034230A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109429074A (en) * | 2017-08-25 | 2019-03-05 | 阿里巴巴集团控股有限公司 | A kind of live content processing method, device and system |
| CN110929127A (en) * | 2019-12-05 | 2020-03-27 | 广州市原象信息科技有限公司 | Method for analyzing Taobao live broadcast putting effect and computer equipment |
| CN112235636A (en) * | 2020-09-07 | 2021-01-15 | 有米科技股份有限公司 | Method and device for calculating browsing value attribute of video with goods |
| CN112351300A (en) * | 2020-11-05 | 2021-02-09 | 北京字节跳动网络技术有限公司 | Information display method, device, equipment and medium |
Non-Patent Citations (2)
| Title |
|---|
| 畅玩天下: "值得收藏！我们总结出9个提高直播间销量的关键指标！", 《HTTPS://WWW.SOHU.COM/A/437615973_120829832》 * |
| 西瓜君·新媒体: "爆弹技巧分享：3步解决抖音选品难题，新号可直接借鉴的直播套路", 《HTTPS://WEIBO.COM/TTARTICLE/P/SHOW?ID=2309404613533663887401》 * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Chatterjee et al. | Escaping Malthus: economic growth and fertility change in the developing world | |
| CN106657581B (en) | E-book reading plan recommendation system and method | |
| US20100138232A1 (en) | Motivational systems for remote patient management | |
| US9122749B2 (en) | Internet based system and method for wagering on an artist | |
| US20120324008A1 (en) | System and method of tracking user interaction with content | |
| US20130268479A1 (en) | System and method for presenting and managing social media | |
| US20140099614A1 (en) | Method for delivering behavior change directives to a user | |
| CN108900923A (en) | Recommend the method and apparatus of live streaming template | |
| US20150213393A1 (en) | Methods and systems for presenting task information to crowdworkers | |
| US20170270455A1 (en) | Managing A Workflow Of Human Intelligence Tasks Based On Task Performance | |
| WO2017118328A1 (en) | Push information rough selection sorting method, device and computer storage medium | |
| US20120324007A1 (en) | System and method for determining the relative ranking of a network resource | |
| US20130085965A1 (en) | Method and Apparatus of Investment Strategy Formulation and Evaluation | |
| Reuning et al. | Media coverage, public interest, and support in the 2016 republican invisible primary | |
| WO2018166350A1 (en) | Method and system for controlling transaction amount, terminal device, and medium | |
| JP5702422B2 (en) | Information processing apparatus, information processing method, and information processing program | |
| CN108021998B (en) | Method and device for predicting answer duration of network questionnaire | |
| CN107633332A (en) | A kind of Electronic Finance resource prediction method and system | |
| CN113034230A (en) | Live broadcast delivery time length determination method, device, equipment and medium | |
| CN104331405B (en) | Data report processing method and device | |
| CN109741172B (en) | Credit early warning method, device, system and storage medium | |
| CN107248094B (en) | Electronic product activation amount prediction method and server cluster | |
| CN109408544B (en) | Data aggregation method and device based on engine, storage medium and server | |
| CN111340540A (en) | Monitoring method, recommendation method and device of advertisement recommendation model | |
| US20160379510A1 (en) | System and method for adjusting the difficulty of a computer-implemented quiz |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20210625 |