CN110221749B - Display method, computing device and storage medium of e-book global player entrance - Google Patents
Display method, computing device and storage medium of e-book global player entrance Download PDFInfo
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- CN110221749B CN110221749B CN201910473373.3A CN201910473373A CN110221749B CN 110221749 B CN110221749 B CN 110221749B CN 201910473373 A CN201910473373 A CN 201910473373A CN 110221749 B CN110221749 B CN 110221749B
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0483—Interaction with page-structured environments, e.g. book metaphor
Abstract
The invention discloses a display method, a computing device and a storage medium of an electronic book global player entrance. The method comprises the following steps: acquiring a global player entrance residence time limit corresponding to a user; determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book; judging whether the time interval exceeds the residence time limit of the entrance of the global player; if yes, not displaying the e-book global player entrance; and if not, displaying the e-book global player entrance. By adopting the scheme, the entrance of the electronic book global player is not displayed when the user continues listening to the book unconsciously, so that the user is prevented from being interfered by the appearance of the entrance of the electronic book global player; when the user wishes to listen to the book continuously, the entrance of the electronic book global player is displayed, and the user experience is improved.
Description
Technical Field
The invention relates to the technical field of electronic books, in particular to a display method, a computing device and a storage medium of an electronic book global player entrance.
Background
The electronic book is a publication that digitizes the content of text, pictures, sound, images, and other information. Electronic books are increasingly popular among people due to the characteristics of energy conservation, environmental protection, large capacity, convenience in reading and the like. At present, in order to further facilitate reading of users and improve user experience, many electronic book products are provided with a function of "listening to books". Namely, the electronic book is played in a voice mode, so that the user can achieve the effect of reading the electronic book.
Currently, electronic book products with a function of "listening to books" are generally provided with a corresponding electronic book global player portal. As shown in fig. 1, an electronic book global player portal 11 is presented in a book city page through which a user can quickly access a listening interface.
However, in the implementation process, the inventor finds that the following defects exist in the prior art: the display modes of the e-book global player entry in the existing e-book product are generally two types: firstly, when the user opens the electronic book product again after exiting the electronic book product, the e-book global player entry will not be displayed in the page any more. However, by adopting the method, the user with the intention of continuously listening to the book needs to search the book again to listen to the book, the process is complicated in operation and low in efficiency, and inconvenience is brought to the user with the intention of continuously listening to the book, so that the user experience is reduced; the second is to make the e-book global player entry always displayed in the page of the e-book product, however, this display mode will cause interference to the user who does not have the intention of continuing listening to the book, and further reduce the user experience.
Disclosure of Invention
In view of the above problems, the present invention has been made to provide a display method, a computing device, and a storage medium for an ebook global player portal that overcome or at least partially solve the above problems.
According to an aspect of the present invention, there is provided a method for displaying an e-book global player entry, including:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
and if not, displaying the e-book global player entrance.
According to another aspect of the present invention, there is provided a computing device for docking, wherein the computing device comprises: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is configured to store at least one executable instruction that causes the processor to:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
and if not, displaying the e-book global player entrance.
According to yet another aspect of the present invention, there is provided a computer storage medium having stored therein at least one executable instruction for causing a processor to:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
and if not, displaying the e-book global player entrance.
According to the display method, the computing equipment and the storage medium of the e-book global player entrance, the residence time limit of the global player entrance corresponding to the user is obtained; determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book; judging whether the time interval exceeds the residence time limit of the entrance of the global player; if yes, not displaying the e-book global player entrance; and if not, displaying the e-book global player entrance. In the scheme, a user has a corresponding global player entrance dwell period, and the global player entrance dwell period represents that the user has the desire to continue listening to books within the dwell period; when the time interval between the current time and the last electronic book playing time is determined and the residence time of the global player entrance corresponding to the user is exceeded, the electronic book global player entrance is not displayed, so that when the user continues listening to the book unconsciously, the electronic book global player entrance is not displayed, and the situation that the user is interfered by the presence of the electronic book global player entrance is avoided; and when the time interval between the current time and the last electronic book playing time is determined not to exceed the residence time of the global player entrance corresponding to the user, displaying the electronic book global player entrance. Therefore, when the user wishes to listen to the book continuously, the entrance of the electronic book global player is displayed, and the user experience is improved.
The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.
Drawings
Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
FIG. 1 is a schematic diagram of a display page of an e-book global player portal in the prior art;
FIG. 2 is a flowchart illustrating a method for displaying an e-book global player entry according to an embodiment of the present invention;
FIG. 3 is a flowchart illustrating a method for displaying an e-book global player entry according to another embodiment of the present invention;
FIG. 4 is a schematic diagram illustrating an audio user volume attenuation curve according to another embodiment of the present invention;
FIG. 5 is a flowchart illustrating a method for displaying an e-book global player entry according to another embodiment of the present invention;
fig. 6 is a schematic structural diagram of a computing device according to an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
Fig. 2 is a flowchart illustrating a method for displaying an e-book global player entry according to an embodiment of the present invention. The method for displaying the e-book global player entry provided by the embodiment can be applied to an e-book product supporting the e-book global player entry.
As shown in fig. 2, the method includes:
step S210, obtaining a global player entry residence time limit corresponding to the user.
Different from the prior art that the entry of the electronic book global player is made to reside in the page of the electronic book, or the entry of the electronic book global player is not displayed any more when the electronic book product is quitted and then returns. In this embodiment, the user has a corresponding global player entry residency term, and determines a display manner of the e-book global player entry according to the global player entry residency term. The global player entrance residence time limit corresponding to the user can represent that the user has the intention of continuing listening to the book within the global player entrance residence time limit.
In a specific implementation, a global player entry residency term corresponding to the user may be predetermined. In this embodiment, the method for determining the global player entry residency term corresponding to the user is not limited. For example, the global player entry residence time limit may be determined according to the statistical result of the listening times of a large number of users of electronic book products, and the global player entry residence time limit corresponding to the user may also be determined according to the personalized information of the user.
Optionally, in order to improve the matching degree between the residence time of the global player entry corresponding to the user and the user, enable the residence time of the global player entry to better conform to the actual listening habits of the user, and enable the display manner of the global player entry of the electronic book to better meet the user requirements, in this embodiment, before the residence time of the global player entry corresponding to the user is obtained, the residence time of the global player entry corresponding to the user may be determined in advance according to at least one dimension information of the user. Wherein the dimension information includes: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information, etc.
In an alternative embodiment, one dimension of the user may be utilized to determine the global player entry residency term corresponding to the user. For example, the audiobook behavior dimension information of the user may be obtained, the time length of each audiobook cycle of the user is counted according to the audiobook behavior dimension information of the user, and the global player entry residence time limit corresponding to the user is determined according to the statistical result of the time length of each audiobook cycle (such as an average value, a maximum value, a minimum value, a median value, and the like of the time length of the audiobook cycle). For example, the user a listens for books for more than 1 minute every day from 1 day of 5 months to 4 days of 5 months (the time length of the book listening period is 4 days); and in 5 months 10 days to 5 months 11 days (the time length of the book listening period is 2 days), if the book listening time exceeds 2 minutes each day, the average value of the time lengths of the book listening periods (4+2)/2 can be taken, namely 3 days is taken as the residence time of the global player entrance corresponding to the user; or, pre-configuring a residence time period comparison table corresponding to different region dimensions, reading type dimensions and/or reading time period dimensions, acquiring region dimension information (or reading type dimensions and reading time period dimensions) of a user, acquiring a residence time period corresponding to the region dimension information (or reading type dimensions and reading time period dimensions) of the user from the residence time period comparison table, and determining the residence time period as a global player entry residence time period corresponding to the user.
In another alternative embodiment, the global player entry residence time limit corresponding to the user can be determined by using a plurality of dimension information of the user comprehensively. For example, a residence time comparison table corresponding to different combinations of the region dimension, the reading type dimension, and the reading duration dimension is configured in advance, and by obtaining the region dimension, the reading type dimension, and the reading duration dimension information of the user, the global player entry residence time corresponding to the user is found from the residence time comparison table.
Further, a predetermined global player entry residency term corresponding to the user is obtained. In an actual implementation process, service nodes of the electronic book product may respectively determine the residence time limit of the global player entry corresponding to different users in advance, and a client node of the electronic book product obtains the residence time limit of the global player entry corresponding to a login user according to a user identifier of the user. Optionally, since the service node of the e-book product may update the predetermined global player entry residency term corresponding to the user, the client node of the e-book product may obtain the global player entry residency term corresponding to the user according to a preset period; or, subscribing the update message of the residence time limit of the global player entrance in the electronic book product server-side node by the electronic book product client-side node, so that the electronic book product client-side node can quickly acquire the updated residence time limit of the global player entrance and store the updated residence time limit of the global player entrance locally in the electronic book product server-side node each time the residence time limit of the global player entrance in the electronic book product server-side node is updated.
Optionally, in order to further improve the matching degree between the global player entry residence time limit corresponding to the user and the user, if the preliminarily determined global player entry residence time limit corresponding to the user is the first preset time limit, the global player entry residence time limit corresponding to the user is adjusted to the second preset time limit; and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit. For example, if the preliminarily determined residence time limit of the global player entry corresponding to the user is 0 day, the residence time limit of the global player entry corresponding to the user is adjusted to 1 day; if the preliminarily determined residence time limit of the global player entrance corresponding to the user is less than 0 day, the residence time limit of the global player entrance corresponding to the user is adjusted to be an indefinite time, so that the residence time limit of the global player entrance corresponding to the adjusted user can better accord with the actual book listening characteristics of the user.
Step S220, determining the last electronic book playing time corresponding to the user, and calculating a time interval between the current time and the last electronic book playing time.
In this embodiment, the triggering time of this step is not limited, for example, this step may be executed each time it is monitored that the user has just logged in the client node of the electronic book product; this step may also be performed at a predetermined determined period (e.g., every other day or every hour, etc.).
Specifically, if the current time meets the trigger condition of this step, the last time electronic book playing time corresponding to the user is determined. The last electronic book playing time in this step may be the last electronic book playing start time, the last electronic book playing end time, a certain time point in the last electronic book playing process (for example, the middle time point of the last electronic book playing), and the like.
Further, the current time is determined, and the time interval between the current time and the last electronic book playing time is calculated. For example, if the current time is 8 o 'clock at 21 st/5 th and the starting time of the last electronic book playing is 9 o' clock at 20 th/5 th, the time interval between the current time and the last electronic book playing time is determined to be 23 hours.
Step S230, determining whether the time interval exceeds the global player entry residence time limit; if yes, go to step S240; if not, go to step S250.
Comparing the time interval between the current time obtained by the calculation in the step S220 and the last electronic book playing time with the residence time limit of the global player entry corresponding to the user obtained in the step S210, and determining whether to display the global player entry of the electronic book according to the comparison result.
Specifically, if the time interval between the current time and the last electronic book playing time exceeds the residence time of the global player entry corresponding to the user, it indicates that the user continues to listen to the book unwittingly currently, and then step S240 is further executed; if the time interval between the current time and the last electronic book playing time does not exceed the global player entry residence time limit corresponding to the user, it indicates that the user is willing to listen to the book at present, and step S250 is further executed.
In step S240, the e-book global player entry is not displayed.
And when the time interval between the current time and the last electronic book playing time is determined to exceed the residence time of the global player entrance corresponding to the user, not displaying the electronic book global player entrance. So that the e-book global player entry is no longer displayed when the user has continued listening to the book unwittingly, so as to avoid interference with the user after the e-book global player entry is presented.
And step S250, displaying the e-book global player entrance.
And when the time interval between the current time and the last electronic book playing time is determined to not exceed the residence time of the global player entrance corresponding to the user, displaying the electronic book global player entrance.
Optionally, after the e-book global player entry is displayed, a trigger operation for the e-book global player entry may be received, the last e-book playing progress corresponding to the user is obtained, and the e-book is further continuously played according to the last e-book playing progress corresponding to the user. Therefore, when the user wishes to listen to the book continuously, the electronic book global player entrance is displayed, and the user can listen to the book quickly and conveniently. Further, the defects that in the prior art, the operation is complicated when the user listens again due to the fact that the user does not display the global player entrance of the electronic book for intentionally continuing listening to the book are overcome.
Therefore, in the embodiment, a user has a corresponding global player entry dwell period, and the global player entry dwell period can represent that the user has a desire to continue listening to books within the dwell period; further determining the time interval between the current time and the last electronic book playing time of the user, and then when the time interval between the current time and the last electronic book playing time is determined to exceed the residence time of the global player inlet corresponding to the user, not displaying the global player inlet of the electronic book, so that when the user continues listening to the book unwittingly, the global player inlet of the electronic book is not displayed any more, and the interference to the user after the global player of the electronic book is displayed is avoided; when the time interval between the current time and the last electronic book playing time does not exceed the residence time of the global player entrance corresponding to the user, the electronic book global player entrance is displayed, so that the electronic book global player entrance is displayed when the user wishes to continue listening to the book, the defects that in the prior art, the operation is complicated when the user listens to the book again and the like caused by the fact that the user intentionally continues listening to the book without displaying the electronic book global player entrance are avoided, and user experience is improved. In addition, the real-time process of the scheme is simple and easy to implement, and is suitable for large-scale application and implementation.
Fig. 3 is a flowchart illustrating a method for displaying an e-book global player entry according to another embodiment of the present invention. As shown in fig. 3, the method includes:
step S310, at least one user set is constructed, and for each user set, a global player entry residence time limit corresponding to the user set is determined.
In this embodiment, at least one user set is constructed in advance. Wherein the users in each user set have at least one same or similar dimension information. The dimension information comprises region dimension information, reading type dimension information, reading duration dimension information, book listening behavior dimension information and the like. Optionally, after the user set is constructed, the corresponding dimension identifier may be assigned to the user set.
In one embodiment, a set of users may be constructed based on one type of dimensional information. For example, users whose region dimension information is "beijing" can be classified into one user set, and a dimension identifier "beijing" is allocated to the user set, so that the user set is constructed by using a single dimension of the region dimension information, and further the construction efficiency of the user set is improved.
In yet another embodiment, a user set may be constructed based on a variety of dimensional information. For example, users whose region dimension information is "beijing" and whose reading type dimension information is "female frequency" may be categorized as a user set, and a dimension identifier of "beijing + female frequency" may be assigned to the user set. Therefore, the matching degree of the subsequently determined global player entrance residence time limit corresponding to the user and the user is improved.
Further, for each user set, a global player portal residency term corresponding to the user set is determined. In order to improve the accuracy of the obtained global player entry residency term corresponding to the user set, the embodiment determines the global player entry residency term corresponding to the user set by using a listening volume attenuation model.
Specifically, a listening user amount attenuation curve corresponding to the user set is first acquired. The listener volume attenuation curve may be a change in listener volume over time, or the listener volume attenuation curve may be a change in listener volume attenuation rate over time. Since the curve of the attenuation rate of the number of listening users changing with time can reflect the real listening book characteristics of the user set, the attenuation curve of the number of listening users in this embodiment specifically refers to the curve of the attenuation rate of the number of listening users changing with time.
In the process of obtaining the book listening user amount attenuation curve corresponding to the user set, a plurality of book listening time limits can be determined, such as book listening time limits of 0 day, 1 day, 2 days and … 5 days are set respectively; further determining a user concentrated listening user quantity attenuation rate corresponding to each listening duration, wherein the user concentrated listening user quantity attenuation rate corresponding to a certain listening duration is (the user concentrated listening user quantity corresponding to the last listening duration-the user concentrated listening user quantity corresponding to the listening duration)/the user concentrated listening user quantity corresponding to the last listening duration; and finally, establishing an audiometric attenuation curve corresponding to the user set by taking the audiometric term as an independent variable and the audiometric user attenuation rate as a dependent variable.
For example, the user set C1 includes 100 users, the number of users who have a book listening behavior in one day is 80, 55 users among the 80 users still have a book listening behavior in the second day, 30 users among the 55 users still have a book listening behavior in the third day, 5 users among the 30 users still have a book listening behavior in the fourth day, and 1 user among the 5 users still has a book listening behavior in the fifth day. The attenuation rate of the number of users of the audiobook for 1 day of the audiobook term is (100-80)/100-20%, the attenuation rate of the number of users of the audiobook for 2 days of the audiobook term is (80-55)/80-31%, the attenuation rate of the number of users of the audiobook for 3 days of the audiobook term is (55-30)/55-45%, the attenuation rate of the number of users of the audiobook term for 4 days of the audiobook term is (30-5)/30-83%, and the attenuation rate of the number of users of the audiobook term for 5 days of the audiobook term is (5-1)/5-80%, and the plotted curve is as shown in fig. 4.
Further, in the book listening user quantity attenuation curve, determining a book listening time limit corresponding to the change rate of the book listening user quantity attenuation rate exceeding a preset change rate, and determining the book listening time limit as a global player entrance residence time limit corresponding to the user set. As shown in fig. 4, when the book listening period is 4 days, if the rate of change of the user amount attenuation rate is (83-45)/45 is 0.84 (just exceeds the preset rate of change of 0.8), the book listening period of 4 days is determined as the global player entry residence period corresponding to the user set.
Step S320, determining a user set corresponding to the user according to the at least one dimension information of the user.
In a specific implementation process, when a user logs in a client node of an electronic book product, a user identifier of the user is obtained, and then at least one dimension information corresponding to the user is obtained according to the user identifier. Wherein the at least one dimension information comprises: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information, etc.
And further determining a user set corresponding to the user according to at least one dimension information of the user. In a specific implementation process, a user set corresponding to a user is determined according to the matching degree of at least one dimension information of the user and the dimension identification of the user set.
Step S330, determining a global player entry residency term corresponding to the user according to the global player entry residency term corresponding to the user set corresponding to the user.
Specifically, the global player entry residency term corresponding to the user set corresponding to the user is determined as the global player entry residency term corresponding to the user.
Step S340 determines the last electronic book playing time corresponding to the user, and calculates a time interval between the current time and the last electronic book playing time.
Step S350, judging whether the time interval exceeds the residence time limit of the entrance of the global player; if yes, not displaying the e-book global player entrance; and if not, displaying the e-book global player entrance.
The steps S340 to S350 can be described with reference to corresponding parts in the embodiment shown in fig. 1, and the embodiment is not limited herein.
Therefore, in the embodiment, at least one user set is constructed firstly, and the global player entry residence time limit of the user set is determined according to the audiobook user quantity attenuation model, so that the real audiobook characteristics of the users in the user set can be accurately reflected; further, according to the residence time limit of the global player entrance corresponding to the user set corresponding to the user, the residence time limit of the global player entrance corresponding to the user is determined, so that the determined residence time limit of the global player entrance of the user has higher matching degree with the user; finally, when the time interval between the current time and the last electronic book playing time is determined and the residence time of the global player entrance corresponding to the user is exceeded, the electronic book global player entrance is not displayed, so that when the user continues listening to books unconsciously, the electronic book global player entrance is not displayed any more, and the interference to the user after the electronic book global player enters is avoided; and when the time interval between the current time and the last electronic book playing time is determined not to exceed the residence time of the global player entrance corresponding to the user, displaying the electronic book global player entrance. Therefore, when the user wishes to listen to the book continuously, the e-book global player entrance is displayed, the defects that in the prior art, the user does not display the e-book global player entrance for listening to the book continuously intentionally, the operation is complex when the user listens to the book again and the like are overcome, and the user experience is further improved.
Fig. 5 is a flowchart illustrating a method for displaying an e-book global player entry according to another embodiment of the present invention. As shown in fig. 5, the method includes:
step S510, obtaining sample data of a plurality of training users, and extracting at least one dimension feature from the sample data of each training user.
The training users may be users corresponding to the electronic book product, and the sample data of the training users may be historical data of the users corresponding to the electronic book product. And the sample data of each training user comprises at least one dimension information, wherein the dimension information comprises region dimension information, reading type dimension information, reading duration dimension information, book listening behavior dimension information and the like.
Further, by means of a corresponding feature extraction method, at least one dimension feature is extracted from sample data of each training user. The dimensional features include: the system comprises a region dimension characteristic, a reading type dimension characteristic, a reading duration dimension characteristic, a book listening behavior dimension characteristic and the like.
Step S520, training the constructed initial global player entry residence time prediction model by using at least one dimension feature corresponding to each training user, so as to obtain a trained global player entry residence time prediction model.
In this embodiment, an initial global player entry lifespan prediction model is pre-constructed, where the construction method of the initial global player entry lifespan prediction model and the like are not limited in this embodiment. For example, an initial global player portal residency term prediction model may be constructed based on an artificial neural network. The initial global player entry residency prediction model may include an input layer, a fully connected layer, and an output layer, among others. Wherein, the fully connected layer can be one layer or a plurality of layers.
The dimensional features extracted in step S510 are input into the initial global player entry residency period prediction model, and model training is performed. In the training process, each parameter in the global player entrance residence time prediction model can be dynamically adjusted according to the loss function, when the loss function is smaller than a preset loss threshold value, the training is finished, and the trained global player entrance residence time prediction model is obtained.
Step S530, according to at least one dimension information of the user, determining a global player entry residence time limit corresponding to the user by using the global player entry residence time limit prediction model obtained through training.
In a specific implementation process, when a user logs in a client node of an electronic book product, a user identifier of the user is obtained, and then at least one dimension information corresponding to the user is obtained according to the user identifier. Wherein the at least one dimension information comprises: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information, etc.
And further inputting at least one dimension information of the user into the global player entrance residence time forecasting model obtained by training to obtain the global player entrance residence time output by the model and aiming at the user.
Step S540, determining the last electronic book playing time corresponding to the user, and calculating a time interval between the current time and the last electronic book playing time.
Step S550, judging whether the time interval exceeds the entrance residence time limit of the global player; if yes, not displaying the e-book global player entrance; and if not, displaying the e-book global player entrance.
The steps S540 to S550 can be described with reference to corresponding parts in the embodiment shown in fig. 1, and the embodiment is not limited herein.
Therefore, in the embodiment, the machine learning model and at least one dimension information of the user are utilized to quickly and accurately determine the global player entry residence time of the user, so that the determined global player entry residence time of the user has higher matching degree with the user; finally, when the time interval between the current time and the last electronic book playing time is determined and the residence time of the global player entrance corresponding to the user is exceeded, the electronic book global player entrance is not displayed, so that when the user continues listening to books unconsciously, the electronic book global player entrance is not displayed any more, and the interference to the user after the electronic book global player enters is avoided; and when the time interval between the current time and the last electronic book playing time is determined not to exceed the residence time of the global player entrance corresponding to the user, displaying the electronic book global player entrance. Therefore, when the user wishes to listen to the book continuously, the e-book global player entrance is displayed, the defects that in the prior art, the user does not display the e-book global player entrance for listening to the book continuously intentionally, the operation is complex when the user listens to the book again and the like are overcome, and the user experience is further improved.
According to an embodiment of the present invention, there is provided a non-volatile computer storage medium storing at least one executable instruction that can perform the method in any of the above method embodiments.
The executable instructions may be specifically configured to cause the processor to:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
and if not, displaying the e-book global player entrance.
In an alternative embodiment, the executable instructions cause the processor to:
and determining a global player entrance residence time limit corresponding to the user according to at least one dimension information of the user.
In an optional embodiment, the dimension information includes: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information.
In an alternative embodiment, the executable instructions cause the processor to:
determining a user set corresponding to the user according to at least one dimension information of the user;
and determining the residence time limit of the global player entrance corresponding to the user according to the residence time limit of the global player entrance corresponding to the user set.
In an alternative embodiment, the executable instructions cause the processor to:
acquiring a book listening user quantity attenuation curve corresponding to the user set;
determining a corresponding book listening time limit when the change rate of the book listening user quantity attenuation rate exceeds a preset change rate in the book listening user quantity attenuation curve;
and determining the book listening duration as a global player entry residence duration corresponding to the user set.
In an alternative embodiment, the executable instructions cause the processor to:
determining a plurality of listening book deadlines;
for each listening duration, determining a user quantity attenuation rate of the concentrated listening corresponding to the listening duration;
and constructing an audiobook user quantity attenuation curve corresponding to the user set by taking the audiobook duration as an independent variable and the audiobook user quantity attenuation rate as a dependent variable.
In an alternative embodiment, the executable instructions cause the processor to:
and determining a global player entrance residence time limit corresponding to the user by utilizing a global player entrance residence time limit prediction model obtained by training according to at least one dimension information of the user.
In an alternative embodiment, the executable instructions cause the processor to:
acquiring sample data of a plurality of training users;
aiming at sample data of each training user, extracting at least one dimension characteristic from the sample data;
and training the constructed initial global player entrance residence time prediction model by utilizing at least one dimension characteristic corresponding to each training user to obtain a trained global player entrance residence time prediction model.
In an alternative embodiment, the executable instructions cause the processor to:
if the residence time limit of the global player entrance corresponding to the user is a first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a second preset time limit;
and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit.
In an alternative embodiment, the executable instructions cause the processor to:
receiving a trigger operation aiming at the E-book global player entrance;
acquiring the last electronic book playing progress corresponding to the user;
and continuing to play the electronic book according to the last electronic book playing progress corresponding to the user.
Fig. 6 is a schematic structural diagram of a computing device according to an embodiment of the present invention, and the specific embodiment of the present invention does not limit the specific implementation of the computing device.
As shown in fig. 6, the computing device may include: a processor (processor)602, a communication Interface 604, a memory 606, and a communication bus 608.
Wherein: the processor 602, communication interface 604, and memory 606 communicate with one another via a communication bus 608. A communication interface 604 for communicating with network elements of other devices, such as clients or other servers. The processor 602 is configured to execute the program 610, and may specifically perform relevant steps in the foregoing method embodiments.
The program 610 may specifically be configured to cause the processor 602 to perform the following operations:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
and if not, displaying the e-book global player entrance.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
and determining a global player entrance residence time limit corresponding to the user according to at least one dimension information of the user.
In an optional embodiment, the dimension information includes: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
determining a user set corresponding to the user according to at least one dimension information of the user;
and determining the residence time limit of the global player entrance corresponding to the user according to the residence time limit of the global player entrance corresponding to the user set.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
acquiring a book listening user quantity attenuation curve corresponding to the user set;
determining a corresponding book listening time limit when the change rate of the book listening user quantity attenuation rate exceeds a preset change rate in the book listening user quantity attenuation curve;
and determining the book listening duration as a global player entry residence duration corresponding to the user set.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
determining a plurality of listening book deadlines;
for each listening duration, determining a user quantity attenuation rate of the concentrated listening corresponding to the listening duration;
and constructing an audiobook user quantity attenuation curve corresponding to the user set by taking the audiobook duration as an independent variable and the audiobook user quantity attenuation rate as a dependent variable.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
and determining a global player entrance residence time limit corresponding to the user by utilizing a global player entrance residence time limit prediction model obtained by training according to at least one dimension information of the user.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
acquiring sample data of a plurality of training users;
aiming at sample data of each training user, extracting at least one dimension characteristic from the sample data;
and training the constructed initial global player entrance residence time prediction model by utilizing at least one dimension characteristic corresponding to each training user to obtain a trained global player entrance residence time prediction model.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
if the residence time limit of the global player entrance corresponding to the user is a first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a second preset time limit;
and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit.
In an alternative embodiment, the program 610 may be specifically configured to cause the processor 602 to perform the following operations:
receiving a trigger operation aiming at the E-book global player entrance;
acquiring the last electronic book playing progress corresponding to the user;
and continuing to play the electronic book according to the last electronic book playing progress corresponding to the user.
The algorithms and displays presented herein are not inherently related to any particular computer, virtual machine, or other apparatus. Various general purpose systems may also be used with the teachings herein. The required structure for constructing such a system will be apparent from the description above. Moreover, the present invention is not directed to any particular programming language. It is appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any descriptions of specific languages are provided above to disclose the best mode of the invention.
In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description.
Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, various features of the invention are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the disclosure and aiding in the understanding of one or more of the various inventive aspects. However, the disclosed method should not be interpreted as reflecting an intention that: that the invention as claimed requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the detailed description are hereby expressly incorporated into this detailed description, with each claim standing on its own as a separate embodiment of this invention.
Those skilled in the art will appreciate that the modules in the device in an embodiment may be adaptively changed and disposed in one or more devices different from the embodiment. The modules or units or components of the embodiments may be combined into one module or unit or component, and furthermore they may be divided into a plurality of sub-modules or sub-units or sub-components. All of the features disclosed in this specification (including any accompanying claims, abstract and drawings), and all of the processes or elements of any method or apparatus so disclosed, may be combined in any combination, except combinations where at least some of such features and/or processes or elements are mutually exclusive. Each feature disclosed in this specification (including any accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
Furthermore, those skilled in the art will appreciate that while some embodiments described herein include some features included in other embodiments, rather than other features, combinations of features of different embodiments are meant to be within the scope of the invention and form different embodiments. For example, in the claims, any of the claimed embodiments may be used in any combination.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names.
Claims (24)
1. A method for displaying an e-book global player entry comprises the following steps:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
if not, displaying the e-book global player entrance;
before the obtaining of the global player entry residency term corresponding to the user, the method further includes:
determining a user set corresponding to the user according to at least one dimension information of the user;
and determining the residence time limit of the global player entrance corresponding to the user according to the residence time limit of the global player entrance corresponding to the user set.
2. The method of claim 1, wherein the dimensional information comprises: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information.
3. The method of claim 1, wherein prior to determining a global player portal residency term corresponding to the user according to the global player portal residency terms corresponding to the set of users, the method further comprises:
acquiring a book listening user quantity attenuation curve corresponding to the user set;
determining a corresponding book listening time limit when the change rate of the book listening user quantity attenuation rate exceeds a preset change rate in the book listening user quantity attenuation curve;
and determining the book listening duration as a global player entry residence duration corresponding to the user set.
4. The method of claim 3, wherein said obtaining an audiometric user volume attenuation curve corresponding to the set of users further comprises:
determining a plurality of listening book deadlines;
for each listening duration, determining a user quantity attenuation rate of the concentrated listening corresponding to the listening duration;
and constructing an audiobook user quantity attenuation curve corresponding to the user set by taking the audiobook duration as an independent variable and the audiobook user quantity attenuation rate as a dependent variable.
5. The method of claim 1, wherein prior to said obtaining a global player portal residency term corresponding to a user, the method further comprises:
and determining a global player entrance residence time limit corresponding to the user by utilizing a global player entrance residence time limit prediction model obtained by training according to at least one dimension information of the user.
6. The method of claim 5, wherein before determining a global player portal residence time limit corresponding to the user by using a global player portal residence time limit prediction model obtained by training according to at least one dimension information of the user, the method further comprises:
acquiring sample data of a plurality of training users;
aiming at sample data of each training user, extracting at least one dimension characteristic from the sample data;
and training the constructed initial global player entrance residence time prediction model by utilizing at least one dimension characteristic corresponding to each training user to obtain a trained global player entrance residence time prediction model.
7. The method according to any one of claims 1-6, wherein the method further comprises:
if the residence time limit of the global player entrance corresponding to the user is a first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a second preset time limit;
and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit.
8. The method of any of claims 1-6, wherein, after the displaying the electronic book global player entry, the method further comprises:
receiving a trigger operation aiming at the E-book global player entrance;
acquiring the last electronic book playing progress corresponding to the user;
and continuing to play the electronic book according to the last electronic book playing progress corresponding to the user.
9. A computing device, the computing device comprising: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is configured to store at least one executable instruction that causes the processor to:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
if not, displaying the e-book global player entrance;
before the global player entrance residence time limit corresponding to the user is obtained, determining a user set corresponding to the user according to at least one dimension information of the user;
and determining the residence time limit of the global player entrance corresponding to the user according to the residence time limit of the global player entrance corresponding to the user set.
10. The computing device of claim 9, wherein the dimensional information comprises: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information.
11. The computing device of claim 9, wherein the executable instructions cause the processor to:
acquiring a book listening user quantity attenuation curve corresponding to the user set;
determining a corresponding book listening time limit when the change rate of the book listening user quantity attenuation rate exceeds a preset change rate in the book listening user quantity attenuation curve;
and determining the book listening duration as a global player entry residence duration corresponding to the user set.
12. The computing device of claim 11, wherein the executable instructions cause the processor to:
determining a plurality of listening book deadlines;
for each listening duration, determining a user quantity attenuation rate of the concentrated listening corresponding to the listening duration;
and constructing an audiobook user quantity attenuation curve corresponding to the user set by taking the audiobook duration as an independent variable and the audiobook user quantity attenuation rate as a dependent variable.
13. The computing device of claim 9, wherein the executable instructions cause the processor to:
and determining a global player entrance residence time limit corresponding to the user by utilizing a global player entrance residence time limit prediction model obtained by training according to at least one dimension information of the user.
14. The computing device of claim 13, wherein the executable instructions cause the processor to:
acquiring sample data of a plurality of training users;
aiming at sample data of each training user, extracting at least one dimension characteristic from the sample data;
and training the constructed initial global player entrance residence time prediction model by utilizing at least one dimension characteristic corresponding to each training user to obtain a trained global player entrance residence time prediction model.
15. The computing device of any of claims 9-14, wherein the executable instructions cause the processor to:
if the residence time limit of the global player entrance corresponding to the user is a first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a second preset time limit;
and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit.
16. The computing device of any of claims 9-14, wherein the executable instructions cause the processor to:
receiving a trigger operation aiming at the E-book global player entrance;
acquiring the last electronic book playing progress corresponding to the user;
and continuing to play the electronic book according to the last electronic book playing progress corresponding to the user.
17. A computer storage medium having at least one executable instruction stored therein, the executable instruction causing a processor to:
acquiring a global player entrance residence time limit corresponding to a user;
determining the playing time of the last electronic book corresponding to the user, and calculating the time interval between the current time and the playing time of the last electronic book;
judging whether the time interval exceeds the entrance residence time limit of the global player;
if yes, not displaying the e-book global player entrance;
if not, displaying the e-book global player entrance;
before the global player entrance residence time limit corresponding to the user is obtained, determining a user set corresponding to the user according to at least one dimension information of the user;
and determining the residence time limit of the global player entrance corresponding to the user according to the residence time limit of the global player entrance corresponding to the user set.
18. The computer storage medium of claim 17, wherein the dimensional information comprises: region dimension information, reading type dimension information, reading duration dimension information, and/or listening behavior dimension information.
19. The computer storage medium of claim 17, wherein the executable instructions cause the processor to:
acquiring a book listening user quantity attenuation curve corresponding to the user set;
determining a corresponding book listening time limit when the change rate of the book listening user quantity attenuation rate exceeds a preset change rate in the book listening user quantity attenuation curve;
and determining the book listening duration as a global player entry residence duration corresponding to the user set.
20. The computer storage medium of claim 19, wherein the executable instructions cause the processor to:
determining a plurality of listening book deadlines;
for each listening duration, determining a user quantity attenuation rate of the concentrated listening corresponding to the listening duration;
and constructing an audiobook user quantity attenuation curve corresponding to the user set by taking the audiobook duration as an independent variable and the audiobook user quantity attenuation rate as a dependent variable.
21. The computer storage medium of claim 17, wherein the executable instructions cause the processor to:
and determining a global player entrance residence time limit corresponding to the user by utilizing a global player entrance residence time limit prediction model obtained by training according to at least one dimension information of the user.
22. The computer storage medium of claim 21, wherein the executable instructions cause the processor to:
acquiring sample data of a plurality of training users;
aiming at sample data of each training user, extracting at least one dimension characteristic from the sample data;
and training the constructed initial global player entrance residence time prediction model by utilizing at least one dimension characteristic corresponding to each training user to obtain a trained global player entrance residence time prediction model.
23. The computer storage medium of any one of claims 17-22, wherein the executable instructions cause the processor to:
if the residence time limit of the global player entrance corresponding to the user is a first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a second preset time limit;
and if the residence time limit of the global player entrance corresponding to the user is smaller than the first preset time limit, adjusting the residence time limit of the global player entrance corresponding to the user to be a third preset time limit.
24. The computer storage medium of any one of claims 17-22, wherein the executable instructions cause the processor to:
receiving a trigger operation aiming at the E-book global player entrance;
acquiring the last electronic book playing progress corresponding to the user;
and continuing to play the electronic book according to the last electronic book playing progress corresponding to the user.
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