WO2019134290A1

WO2019134290A1 - Sorting method for live broadcast studios, electronic device and readable storage medium

Info

Publication number: WO2019134290A1
Application number: PCT/CN2018/082352
Authority: WO
Inventors: 王璐; 张文明; 陈少杰
Original assignee: 武汉斗鱼网络科技有限公司
Priority date: 2018-01-05
Filing date: 2018-04-09
Publication date: 2019-07-11
Also published as: CN108093274A

Abstract

Provided are a sorting method for live broadcast studios, an electronic device and a readable storage medium, providing an effecting sorting manner capable of reflecting quality and growth potential of live broadcast studios, so as to ensure the fairness and reasonable nature of the order of exhibiting live broadcast studios. The sorting method comprises: with a live broadcast application program started, determining currently broadcasting live broadcast studios; based on a historical watching record, a historical newly added following record and a historical unfollowing record of each live broadcast studio in the currently broadcasting live broadcast studios within a historical time period, scoring each live broadcast studio to obtain a score value of each live broadcast studio in the currently broadcasting live broadcast studios; and sorting the currently broadcasting live broadcast studios in the order of score values from high to low, so that a client exhibits the currently broadcasting live broadcast studios in the order of score values from high to low.

Description

Sorting method, electronic device and readable storage medium in live broadcast

Technical field

The present invention relates to the field of electronic technologies, and in particular, to a live broadcast sequencing method, an electronic device, and a readable storage medium.

Background technique

When the user enters the display page of the live broadcast room, it is an important issue to arrange the live broadcast rooms in order. If the first live broadcasts of the big anchors with high attention are displayed, then the live broadcasts of some small and medium anchors with growth potential will be less likely to be discovered, which is not conducive to the ecological construction of the live platform. If the first live broadcast room corresponding to some unknown anchors is displayed, the user's viewing interest will be weakened, which will cause the user to lose. There is therefore a need for an efficient ranking that reflects the quality and growth potential of live broadcasts.

Summary of the invention

Embodiments of the present invention provide a live broadcast ordering method, an electronic device, and a readable storage medium, which are used to provide an effective sorting manner capable of reflecting the quality and growth potential of a live broadcast to ensure the fairness of the display order in the live broadcast room. Sex and rationality.

In a first aspect, the present invention provides a method for sequencing between live broadcasts, including:

In the case that the live application is enabled, determine the live broadcast room currently being broadcasted;

Based on historical history records, historical new attention records, and historical cancellation attention records of each live room in the live broadcast room currently being broadcasted in the historical time range, each live room is scored to obtain the current live broadcast The score of each live room in the live room;

The live broadcast rooms currently being broadcasted are sorted in descending order of the score values, so that the client displays the live broadcast rooms currently in live broadcast in descending order of the score values.

Optionally, the historical time range includes an N-day that is closest to the current time, and N is an integer greater than 0. After the determining that the live broadcast room is currently being broadcasted, the method further includes:

Counting, by the historical viewing record of each live room in the live broadcast room currently being broadcasted, the historical view record includes viewing the number of views of the live broadcast room in each of the N days closest to the current time;

Counting the historical newly added attention record of each live broadcast room in the live broadcast room currently being broadcasted, the historical newly added interest record including the newly added attention to the live broadcast room in each of the N days closest to the current time Number of people;

Counting the history cancellation attention record of each live room in the live broadcast room currently being broadcasted, the history canceling the concern record includes canceling the number of people paying attention to the live room every day in the N days closest to the current time.

Optionally, the historical viewing record, the historical new attention record, and the historical cancellation attention record of each live room in the live broadcast room currently being broadcasted in the historical time range are scored, and each live room is scored, including :

Each live room is scored based on a preset rating formula, wherein the default rating formula is

C _i is the current time from the latest day _i N days between the viewer views broadcast, θ _i is the current time from the right to the last N days corresponding weight coefficient day i, p _i is the The attention ratio is added to the live broadcast on the ith day of the N days closest to the current moment.

a _i is the number of people who pay attention to the live room on the ith day of the N day closest to the current time, and u _i is the number of people who cancel the attention to the live room on the ith day of the N days closest to the current time. w is the virtual value corresponding to the gift received by the anchor of the live broadcast room at the current time.

Optionally, the N days that are closest to the current time are sorted by near and far according to a time interval from the current time, and the time interval of the i-day from the current time is less than the i+1. Day, the θ _{i is obtained} based on the formula θ _i =exp(-α*i), where α is the attenuation coefficient.

Optionally, when the rating is performed on each live broadcast based on the preset scoring formula, the method further includes:

Determining whether the first live broadcast room to be scored is a preset live broadcast room;

If yes, obtaining a first rating value obtained by scoring the first live broadcast room based on the preset rating formula;

Performing a preset process on the obtained first score value to obtain a second score value;

Determining that the second score value is a score value corresponding to the first live broadcast, wherein the second score value is greater than the first score value.

In a second aspect, an embodiment of the present invention provides an electronic device, where the electronic device includes:

a determining unit, configured to determine a live broadcast room currently being broadcasted when the live application is enabled;

a scoring unit, configured to score each live room based on historical viewing records, historical new attention records, and historical cancellation attention records of each live room in the live broadcast room currently being broadcasted in the historical time range The rating value of each live room in the live broadcast room currently being broadcasted;

The sorting unit is configured to sort the live broadcast rooms currently being broadcasted in descending order of the score values, so that the client displays the live broadcast rooms currently being broadcasted in descending order of the score values.

Optionally, the historical time range includes N days that are closest to the current time, and N is an integer greater than 0. The electronic device further includes:

a statistical unit, configured to: after the determining the live broadcast room currently being broadcasted, the historical viewing record of each live broadcast room in the live broadcast room currently being broadcasted, where the historical view record is included in the current time instant Viewing the number of views of the live room in each of the N days; counting the historical newly added attention record of each live room in the live broadcast room currently being broadcasted, the historical newly added attention record being included in the most recent time from the current time Each day of the N days, the number of people paying attention to the live room is newly added; the history cancellation record of each live room in the live room currently being broadcasted is counted, and the history cancellation record is included in the current time The number of people who watched the live room was cancelled every day of the last N days.

Optionally, the scoring unit is configured to:

c _i is the number of views of the live broadcast room on the ith day of the N days closest to the current time, and θ _i is a weight coefficient corresponding to the i-th day of the N days closest to the current time, where p _i is The attention ratio is added to the live broadcast on the ith day of the N days closest to the current moment.

Optionally, the scoring unit is configured to:

In a third aspect, an embodiment of the present invention provides an electronic device, where the electronic device includes a processor, and when the processor is configured to execute a computer program stored in a memory, the inter-live ordering as described in the foregoing first embodiment is implemented. The steps of the method.

In a fourth aspect, an embodiment of the present invention provides a readable storage medium, where a computer program is stored, and when the computer program is executed by a processor, the live broadcast sorting method as described in the foregoing first embodiment is implemented. step.

The above one or more technical solutions in the embodiments of the present application have at least one or more of the following technical effects:

In the technical solution of the embodiment of the present invention, when the live application is started, the live broadcast room currently being broadcasted is determined, and further, based on historical history records, historical new attention records, and history cancellations of each live broadcast room in the historical time range. Pay attention to the record, score each live room, and finally sort the live broadcasts that are currently being broadcasted in descending order of the scores, so that the client displays the live broadcast in descending order of the scores. Live room. In this way, the historical viewing, attention and customs clearance records of the live broadcast are considered comprehensively. Considering the current volume of the live broadcast and the future development potential, the results of the ranking can be relatively fair and just.

DRAWINGS

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, a brief description of the drawings used in the embodiments or the prior art description will be briefly described below. Obviously, the drawings in the following description It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any creative work.

1 is a flowchart of a method for recommending a live broadcast in a first embodiment of the present invention;

2 is a schematic diagram of an electronic device in a second embodiment of the present invention;

3 is a schematic diagram of an electronic device in a third embodiment of the present invention.

Detailed ways

Embodiments of the present invention provide a live broadcast ordering method, an electronic device, and a readable storage medium, which are used to provide an effective sorting manner capable of reflecting the quality and growth potential of a live broadcast to ensure the fairness of the display order in the live broadcast room. Sex and rationality. The sorting method includes: determining, in the case that the live application is enabled, determining a live broadcast room currently being broadcasted; based on historical history records and historical new attention records of each live broadcast room in the live broadcast room currently being broadcasted in the historical time range And the history cancels the attention record, scores each live broadcast room, obtains the score value of each live broadcast room in the live broadcast room currently being broadcasted; sorts the live broadcast room currently being broadcasted in descending order of the score value In order to enable the client to display the live broadcast room currently being broadcasted in descending order of the score value.

The technical solutions of the present invention are described in detail below with reference to the accompanying drawings and specific embodiments. It is understood that the specific features of the embodiments and the embodiments of the present application are the detailed description of the technical solutions of the present application, and are not limited to the technical solutions of the present application. In the case of no conflict, the technical features in the embodiments of the present application and the embodiments may be combined with each other.

The term "and/or" in this context is merely an association describing the associated object, indicating that there may be three relationships, for example, A and / or B, which may indicate that A exists separately, and both A and B exist, respectively. B these three situations. In addition, the character "/" in this article generally indicates that the contextual object is an "or" relationship.

Example

Referring to FIG. 1 , a first embodiment of the present invention provides a method for sequencing between live broadcasts, including the following steps:

S101: determining that a live broadcast room is currently being broadcasted when the live application is enabled;

S102: Based on historical history records, historical new attention records, and historical cancellation attention records of each live broadcast room in the live broadcast room currently in the historical time range, score each live broadcast room to obtain the current ongoing The score of each live room in the live broadcast room;

S103: Sort the live broadcasts that are currently being broadcasted in descending order of the score values, so that the client displays the live broadcast rooms currently being broadcasted in descending order of the score values.

Specifically, the sorting method in this embodiment may be applied to the server end of the live application. When the server determines that a certain client starts the live application, the server may determine that the live broadcast platform is currently being broadcasted at the current moment, for example: currently The live broadcast room includes live room A, live room B, and live room C. The historical records of each of the three live broadcast rooms within a preset time range are obtained, and the historical records include historical viewing records, historical new attention records, and historical cancellation attention records of each live broadcast room. Furthermore, when scoring the live broadcast, the scoring system can be divided into three parts. The first part is the score of the number of views in the live broadcast, the second part is the score of the new attention volume in the live broadcast, and the third part is the cancellation of the attention between the live broadcasts. Punish the penalty points. According to the three-part scoring system, after the current live broadcast room is scored, the corresponding score value of each live broadcast can be obtained. Further, the live broadcasts currently being broadcasted can be sorted in descending order of the score values. Further, the server may send the live broadcast room currently being broadcasted to the client that starts the live application at the current time, and the client may display the currently broadcast live broadcast room in the push area for the user. select.

In addition, the sorting method in this embodiment may be applied to a client that installs a live application, and the client may be an electronic device such as a mobile phone, a tablet computer, a desktop computer, or other electronic devices, and the present application does not. limit. When the client starts the live application, the server may request the server to record the live broadcast information of the live broadcast platform and the historical record within the preset time range of each live broadcast, the history including the history of each live broadcast room. Watch history, history added attention record and history cancellation record. Further, the client can score each live room based on a history of each live broadcast within a preset time range. Similarly, when scoring the live broadcast, the scoring system can be divided into three parts, the first part is the score of the number of views in the live broadcast, the second part is the score of the new attention volume in the live broadcast, and the third part is the cancellation of the attention in the live broadcast room. Punishment points are reduced. According to the three-part scoring system, after the current live broadcast room is scored, the corresponding score value of each live broadcast can be obtained. Further, the live broadcasts currently being broadcasted can be sorted in descending order of the score values. The client can display the live broadcast room currently being broadcasted in the order in the push area for the user to select.

Due to the full consideration of the historical viewing, attention and customs clearance records of the live broadcast room, the current volume of the live broadcast room is considered, and its future development potential is considered. The result of the ranking can be relatively fair and just.

Further, in this embodiment, the historical time range includes an N-day that is closest to the current time, and N is an integer greater than 0. After the determining that the live broadcast room is currently being broadcasted, the method further includes:

Specifically, when the sorting method in the embodiment is applied to the server, the server stores the related history records between each live broadcast. At this time, the number of daily views of the live broadcast in the N days can be counted by calling the history information of the N days closest to the current time in the live broadcast room, and the number of newly added attentions in the live broadcast room during the N days and this The number of people who canceled the daily attention in the N-day live broadcast room.

Meanwhile, when the sorting method in the embodiment is applied to the client, the server stores the related history records of each live broadcast. At this time, the client may request the server for the N-day history information of the live broadcast between the live broadcasts, and then count the daily views of the live broadcasts during the N days, and the daily increase of the live broadcasts during the N days. The number of followers and the number of cancellations per day during the N-day live broadcast.

Further, in order to ensure the validity of the statistical history, when counting the number of views per day between the live broadcasts in the N days, it is necessary to eliminate invalid views, for example, the viewing duration is less than the preset duration (eg, 1 minute, 2 minutes, etc.) When it is determined that the viewing is invalid, such a record will be eliminated when the number of views is counted. In the same way, when the number of newly added people in the N-day live broadcast room is increased, the number of invalid followers needs to be removed. For example, if the user concerned does not leave any records other than the attention record, it indicates that the user’s concern is suspected of fraud, and the determination is made. This attention is invalid, and such records will be excluded when counting new people.

In the specific implementation process, N can be set to 3, 7, 14 and the like, of course, other values can also be used. When the value of N is larger, the corresponding score value is more in line with the actual situation of the live broadcast, but when the value of N is too large, the calculation amount of the electronic device is increased, which affects the ability of the electronic device to handle other things. Therefore, the value of N can be set as needed, and the present application does not limit it.

After the statistics are well correlated, the ranking method in this embodiment needs to score each live broadcast that is being broadcasted. When the score is scored, the calculation method according to the preset score formula is performed. The preset score formula is as follows:

Where ci is the number of views of the live broadcast on the ith day of the N days closest to the current time, and θ _i is the weight coefficient corresponding to the i-th day of the N days closest to the current time, where p _i is The new interest rate is added to the live broadcast on the ith day of the last N days of the current time.

a _i is the number of people who pay attention to the live room on the ith day of the N day closest to the current time, and u _i is the number of people who cancel the attention to the live room on the ith day of the N days closest to the current time. w is the virtual value corresponding to the gift received by the anchor of the live broadcast room at the current time, and w is obtained by converting the gift corresponding to the live broadcast. For example, the virtual value corresponding to gift A is A1, and the virtual value corresponding to gift B is B1. When the gift corresponding to the live broadcast includes 5 gifts A and 10 gifts B, the corresponding virtual value of the live broadcast is 5*A1+. 10*B1.

In the above formula, θ _i can be set to a fixed value, that is, the weight values corresponding to each day in N days are consistent.

In N days, the time interval from the current time is sorted from near to far, and the time interval from the current time on the i-day in N days is less than the i+1 day. For example, the second day is 1 day away from the current time, and the third day is 2 days away from the current time. θ _i can also be calculated based on the formula θ _i =exp(-α*i), that is, the weight value corresponding to each day in N days is different, and the closer the weight value is to the current time, the greater the contribution to the score, the distance The smaller the weight value at the current time, the smaller the contribution to the score over time.

According to the above preset scoring formula, the scoring formula consists of three parts. The first part is about the number of views in the live broadcast.

Logarithmic processing prevents excessive views from overwhelming the contributions of other parts of the algorithm. The second part is about paying attention to the live broadcast.

In the calculation of the attention score, the new attention number and the anchor weight are considered comprehensively. The attention to the big anchor is already large. Therefore, the new attention ratio has a disadvantage compared with the small anchor. Considering the weight to support the big anchor in the attention score. The third part is about the cancellation of the penalty for the penalty

Here we consider the ratio of the number of passes to the number of new points of interest to ensure fairness.

Further, when the live broadcasts are being scored, the scores may be adjusted according to the operation strategy of the live application to obtain the final score. Therefore, the method in this embodiment is based on the preset score formula. When scoring each live room, the following steps are also included:

Determining that the second rating value is a rating value corresponding to the first live broadcast, wherein the second rating value is greater than the first rating value.

Specifically, in this embodiment, the live broadcast application promotes some live broadcast rooms according to the operation strategy. Therefore, when the first live broadcast room is being scored, it is determined whether the first live broadcast room is a preset live broadcast room. That is, whether it is a live broadcast room that needs to be promoted by the live broadcast platform. If the first live broadcast room is a preset live broadcast room, after scoring the above-mentioned preset score formula, a first score value is obtained. Since the live broadcast room that needs to be promoted may score lower by the above-mentioned preset scoring formula, in order to make the live broadcast room in the foremost position, the first scoring value is preset, and a higher number is obtained. The second score value, the preset processing may be to add a larger preset score based on the first score value, thereby obtaining a larger second score value. The preset processing may also be to directly replace the first rating value with a larger preset score, thereby obtaining a larger second rating value. In the specific implementation process, the preset processing mode can be set according to actual needs, and the present application does not limit the application.

The sorting method in this embodiment comprehensively considers the historical viewing, attention and customs clearance behavior between live broadcasts, and considers the current volume of the live broadcast and the future development potential, and can achieve relative fairness and justice. At the same time, the history-based ranking score can be flexibly combined with other real-time indicators to meet different business scenarios and operational needs.

Referring to FIG. 2, a third embodiment of the present invention provides an electronic device, where the electronic device includes:

The determining unit 201 is configured to determine, in the case that the live application is enabled, the live broadcast room currently being broadcasted;

The scoring unit 202 is configured to score each live room based on historical viewing records, historical new attention records, and historical cancellation attention records of each live room in the live broadcast room currently being broadcasted in the historical time range. a score value of each live room in the live broadcast room currently being broadcasted;

The sorting unit 203 is configured to sort the live broadcast rooms currently being broadcasted in descending order of the score values, so that the client displays the live broadcast rooms currently being broadcasted in descending order of the score values.

Specifically, the electronic device in this embodiment may be a server of a live application. When the determining unit 201 of the server determines that a certain client starts the live application, the live broadcast of the live broadcast platform at the current moment may be further determined, for example: The live broadcast room currently being broadcasted includes live room A, live room B, and live room C. The scoring unit 202 respectively obtains a history record of each of the three live broadcast rooms within a preset time range, and the history record includes a history watch record, a history new attention record, and a history cancel attention record of each live room. Further, when the scoring unit 202 scores the live broadcast, the scoring system can be divided into three parts, the first part is the score of the number of views in the live broadcast, the second part is the score of the newly added attention amount in the live broadcast, and the third part is the live broadcast room. Cancel the penalty for the penalty. According to the three-part scoring system, after the current live broadcast room is scored, the corresponding score value of each live broadcast can be obtained. Further, the sorting unit 203 can sort the live broadcasts currently being broadcasted in descending order of the score values. Further, the server may send the live broadcast room currently being broadcasted to the client that starts the live application at the current time, and the client may display the currently broadcast live broadcast room in the push area for the user. select.

In the meantime, the electronic device in this embodiment may be a client that installs a live application, and the client may be an electronic device such as a mobile phone, a tablet computer, a desktop computer, or other electronic device, and the present application does not limit the application. . When the determining unit 201 of the client determines to enable the live application, the server may request the server to record the live broadcast information of the live broadcast platform and the historical record within the preset time range of each live broadcast, the history includes each Historical watch record, history added attention record and history cancellation record in the live broadcast room. Further, the rating unit 202 of the client can score each live room based on a history within a preset time range between each live broadcast. Similarly, when scoring the live broadcast, the scoring system can be divided into three parts, the first part is the score of the number of views in the live broadcast, the second part is the score of the new attention volume in the live broadcast, and the third part is the cancellation of the attention in the live broadcast room. Punishment points are reduced. According to the three-part scoring system, after the current live broadcast room is scored, the corresponding score value of each live broadcast can be obtained. Further, the sorting unit 203 can sort the live broadcasts currently being broadcasted in descending order of the score values. The client can display the live broadcast room currently being broadcasted in the order in the push area for the user to select.

Further, in this embodiment, the historical time range includes N days closest to the current time, and N is an integer greater than 0, and the electronic device further includes:

Specifically, when the electronic device in this embodiment is a server, the server stores a related history record between each live broadcast. At this time, the history information of the N days closest to the current time in the live broadcast of the live broadcast can be called by the statistical unit, and the number of daily views in the live broadcast during the N days is counted, and the number of newly added attentions in the live broadcast room during the N days. And the number of cancellations per day during the N-day live broadcast.

Meanwhile, when the electronic device in this embodiment is a client, the server stores a related history record between each live broadcast. At this time, the statistics unit of the client may request the server to record the history information of the N days closest to the current time in the live broadcast of the live broadcast, and then count the daily views of the live broadcast in the N days. The number of followers and the number of cancellations per day during the N days.

After counting the relevant historical records, the scoring unit of the electronic device needs to score each live broadcast room that is being broadcasted. When the score is scored, it is calculated according to the preset score formula. The default score formula is as follows:

Where c _i is the number of views of the live broadcast on the ith day of the N days closest to the current time, and θ _i is a weight coefficient corresponding to the i-th day of the N days closest to the current time, where p _i is The interest rate is added to the live broadcast on the ith day of the N days closest to the current time.

When calculating the attention score, the new attention number and the anchor weight are considered comprehensively. The focus on the big anchor is already very large. Therefore, the new attention ratio has a disadvantage compared with the small anchor. Considering the weight to support the big anchor in the attention score. The third part is about the cancellation of the penalty for the penalty

Further, when the scoring unit scores each live broadcast room being broadcasted, the score may be adjusted according to the operation strategy of the live application to obtain the final score, so the scoring unit is used to:

Referring to FIG. 3, a third embodiment of the present invention provides an electronic device, where the electronic device includes: a processor 301, a memory 302, and is stored in the memory and operable on the processor. A computer program, such as a program corresponding to the inter-live ordering method in the first embodiment. The steps in the path detection in the first embodiment described above are implemented when the processor executes the computer program. Alternatively, the processor implements the functions of the modules/units in the electronic device of the second embodiment described above when the computer program is executed.

Illustratively, the computer program can be partitioned into one or more modules/units that are stored in the memory and executed by the processor to perform the present invention. The one or more modules/units may be a series of computer program instruction segments capable of performing a particular function, the instruction segments being used to describe the execution of the computer program in the computer device. For example, the computer program can be divided into a determining unit, a scoring unit, and a sorting unit, and the specific functions of each unit are as follows:

The electronic device can include, but is not limited to, a processor, a memory. It will be understood by those skilled in the art that the schematic diagram 3 is merely an example of a computer device and does not constitute a limitation on an electronic device, and may include more or less components than those illustrated, or may combine certain components or different components. For example, the electronic device may further include an input and output device, a network access device, a bus, and the like.

The processor 301 may be a central processing unit (CPU), or may be other general-purpose processors, a digital signal processor (DSP), an application specific integrated circuit (ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components, etc. The general purpose processor may be a microprocessor or the processor or any conventional processor or the like, which is the control center of the computer device, which is connected to various parts of the entire computer device using various interfaces and lines.

The memory 302 can be used to store the computer program and/or module, the processor implementing the method by running or executing a computer program and/or module stored in the memory, and invoking data stored in the memory Various functions of a computer device. The memory may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application required for at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may be stored. Data created according to the use of the mobile phone (such as audio data, video data, etc.). In addition, the memory may include a high-speed random access memory, and may also include non-volatile memory such as a hard disk, a memory, a plug-in hard disk, a smart memory card (SMC), and a Secure Digital (SD) card. , Flash Card, at least one disk storage device, flash memory device, or other volatile solid-state storage device.

Further, the historical time range includes N days closest to the current time, and N is an integer greater than 0. The processor 301 included in the electronic device further has the following functions:

After the determining the live broadcast room currently being broadcasted, the historical view record of each live broadcast room in the live broadcast room currently being broadcasted is counted, and the historical view record includes each of the N days closest to the current time. Viewing the number of views of the live room in a day; counting the historical newly added attention record of each live room in the live broadcast room currently being broadcasted, the historical newly added attention record being included in the N days closest to the current time The number of people who pay attention to the live room every day; the history cancellation record of each live room in the live room currently being broadcasted is counted, and the history cancellation record is included in the N days closest to the current time. Every day, the number of people who pay attention to the live room is cancelled.

Further, the processor 301 included in the electronic device further has the following functions:

Further, the N days closest to the current time are sorted by near and far according to the time interval from the current time, and the time interval of the i-day from the current time is less than the i+1 day. The θ _{i is obtained} based on the formula θ _i =exp(-a*i), where α is the attenuation coefficient.

A fourth embodiment of the present invention provides a computer readable storage medium having stored thereon a computer program, and the functional unit integrated by the electronic device in the second embodiment of the present invention is implemented in the form of a software functional unit and is independent When the product is sold or used, it can be stored in a computer readable storage medium. Based on such understanding, the present invention implements all or part of the flow in the inter-live ordering method of the first embodiment described above, and can also be completed by a computer program to instruct related hardware, and the computer program can be stored in a computer readable manner. In the storage medium, the computer program, when executed by the processor, implements the steps of the various method embodiments described above. Wherein, the computer program comprises computer program code, which may be in the form of source code, object code form, executable file or some intermediate form. The computer readable medium may include any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a removable hard disk, a magnetic disk, an optical disk, a computer memory, a read-only memory (ROM). , random access memory (RAM, Random Access Memory), electrical carrier signals, telecommunications signals, and software distribution media. It should be noted that the content contained in the computer readable medium may be appropriately increased or decreased according to the requirements of legislation and patent practice in a jurisdiction, for example, in some jurisdictions, according to legislation and patent practice, computer readable media Does not include electrical carrier signals and telecommunication signals.

While the preferred embodiment of the invention has been described, it will be understood that Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and the modifications and

It is apparent that those skilled in the art can make various modifications and variations to the invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the invention are within the scope of the invention

The invention is also intended to cover such modifications and variations within the scope of the equivalents.

Claims

A method for sorting between live broadcasts, comprising:

In the case that the live application is enabled, determine the live broadcast room currently being broadcasted;

Based on historical history records, historical new attention records, and historical cancellation attention records of each live room in the live broadcast room currently being broadcasted in the historical time range, each live room is scored to obtain the current live broadcast The score of each live room in the live room;

The live broadcast rooms currently being broadcasted are sorted in descending order of the score values, so that the client displays the live broadcast rooms currently in live broadcast in descending order of the score values.
The method of claim 1, wherein the historical time range comprises N days closest to the current time, and N is an integer greater than 0, after the determining that the live broadcast room is currently being broadcasted, the method further include:

Counting a historical viewing record of each live room in the live broadcast room currently being broadcasted, the historical view record including viewing the number of views of the live room every day of the N days from the current time;

Counting the historical newly added attention record of each live broadcast room in the live broadcast room currently being broadcasted, the historical newly added interest record including the newly added attention to the live broadcast room in each of the N days closest to the current time Number of people;

Counting the history cancellation attention record of each live room in the live broadcast room currently being broadcasted, the history canceling the concern record includes canceling the number of people paying attention to the live room every day in the N days closest to the current time.
The method according to claim 2, wherein the historical viewing record, the historical new attention record, and the historical cancellation attention record are recorded based on each of the live rooms in the live broadcast room currently being broadcasted in the historical time range. Rate each live room, including:

Each live room is scored based on a preset rating formula, wherein the default rating formula is
c i is the number of views of the live broadcast room on the ith day of the N days closest to the current time, and θ i is a weight coefficient corresponding to the i-th day of the N days closest to the current time, where p i is The attention ratio is added to the live broadcast on the ith day of the N days closest to the current moment.
a i is the number of people who pay attention to the live room on the ith day of the N day closest to the current time, and u i is the number of people who cancel the attention to the live room on the ith day of the N days closest to the current time. w is the virtual value corresponding to the gift received by the anchor of the live broadcast room at the current time.
The method according to claim 3, wherein the N days closest to the current time are sorted by near and far according to a time interval from the current time, and the first day of the N days closest to the current time is currently The time interval of the time is less than the i+1th day, and the θ i is obtained based on the formula θ i =exp(−α*i), where α is the attenuation coefficient.
The method of claim 3, wherein when the rating is based on a preset rating formula, the method further comprises:

Determining whether the first live broadcast room to be scored is a preset live broadcast room;

If yes, obtaining a first rating value obtained by scoring the first live broadcast room based on the preset rating formula;

Performing a preset process on the obtained first score value to obtain a second score value;

Determining that the second score value is a score value corresponding to the first live broadcast, wherein the second score value is greater than the first score value.
An electronic device, comprising:

a determining unit, configured to determine a live broadcast room currently being broadcasted when the live application is enabled;

a scoring unit, configured to score each live room based on historical viewing records, historical new attention records, and historical cancellation attention records of each live room in the live broadcast room currently being broadcasted in the historical time range The rating value of each live room in the live broadcast room currently being broadcasted;

The sorting unit is configured to sort the live broadcast rooms currently being broadcasted in descending order of the score values, so that the client displays the live broadcast rooms currently being broadcasted in descending order of the score values.
The electronic device according to claim 6, wherein the historical time range comprises N days closest to the current time, and N is an integer greater than 0, and the electronic device further comprises:

a statistical unit, configured to: after the determining the live broadcast room currently being broadcasted, the historical viewing record of each live broadcast room in the live broadcast room currently being broadcasted, where the historical view record is included in the current time instant Viewing the number of views of the live room in each of the N days; counting the historical newly added attention record of each live room in the live broadcast room currently being broadcasted, the historical newly added attention record being included in the most recent time from the current time Each day of the N days, the number of people paying attention to the live room is newly added; the history cancellation record of each live room in the live room currently being broadcasted is counted, and the history cancellation record is included in the current time The number of people who watched the live room was cancelled every day of the last N days.
The electronic device of claim 7 wherein said scoring unit is for:

Each live room is scored based on a preset rating formula, wherein the default rating formula is
c i is the number of views of the live broadcast room on the ith day of the N days closest to the current time, and θ i is a weight coefficient corresponding to the i-th day of the N days closest to the current time, where p i is The attention ratio is added to the live broadcast on the ith day of the N days closest to the current moment.
a i is the number of people who pay attention to the live room on the ith day of the N day closest to the current time, and u i is the number of people who cancel the attention to the live room on the ith day of the N days closest to the current time. w is the virtual value corresponding to the gift received by the anchor of the live broadcast room at the current time.
An electronic device, comprising: a processor, wherein the processor is configured to perform the step of the inter-live ordering method according to any one of claims 1-5 when the computer program stored in the memory is executed .
A readable storage medium having stored thereon a computer program, wherein the computer program is executed by a processor to implement the steps of the inter-live ordering method according to any one of claims 1-5.