WO2022127286A1 - 书架页面的书籍推荐方法、计算设备及存储介质 - Google Patents

书架页面的书籍推荐方法、计算设备及存储介质 Download PDF

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Publication number
WO2022127286A1
WO2022127286A1 PCT/CN2021/121811 CN2021121811W WO2022127286A1 WO 2022127286 A1 WO2022127286 A1 WO 2022127286A1 CN 2021121811 W CN2021121811 W CN 2021121811W WO 2022127286 A1 WO2022127286 A1 WO 2022127286A1
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book
user
recommended
display area
books
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PCT/CN2021/121811
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English (en)
French (fr)
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杨树彬
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掌阅科技股份有限公司
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Publication of WO2022127286A1 publication Critical patent/WO2022127286A1/zh

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481Interaction 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
    • G06F3/0483Interaction with page-structured environments, e.g. book metaphor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/31Indexing; Data structures therefor; Storage structures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/335Filtering based on additional data, e.g. user or group profiles

Definitions

  • the present disclosure relates to the technical field of information processing, and in particular, to a book recommendation method, computing device and storage medium for bookshelf pages.
  • Books in the form of e-books are favored by a large number of people due to their advantages such as easy access. Users can obtain books in the form of e-books through various channels such as purchase and download, and can also copy books in terminals such as computers to devices such as readers for reading.
  • a book reading client usually manages user books through a virtual bookshelf, and these user books are presented in bookshelf pages for users to search or read.
  • the existing bookshelf page is only used to present the user's books, and the functions carried are relatively simple.
  • the user needs to search for a new book he needs to switch to a page such as a bookstore to search, which is a cumbersome operation.
  • the present disclosure is proposed to provide a book recommendation method, computing device and storage medium for bookshelf pages that overcome the above problems or at least partially solve the above problems.
  • a book recommendation method for bookshelf pages including:
  • a bookshelf page including a first display area and a second display area are presented, where the first display area is used for presenting user books, and the second display area is used for presenting recommended books.
  • a computing device including: a processor, a memory, a communication interface, and a communication bus, and the processor, the memory, and the communication interface communicate with each other through the communication bus;
  • the memory is used to store at least one executable instruction, and the executable instruction causes the processor to perform the following operations:
  • a bookshelf page including a first display area and a second display area are presented, where the first display area is used for presenting user books, and the second display area is used for presenting recommended books.
  • a non-volatile computer-readable storage medium where at least one executable instruction is stored in the non-volatile computer-readable storage medium, and the executable instruction causes a processor to execute Such as the operations corresponding to the book recommendation method on the bookshelf page above.
  • a computer program product comprising a computing program stored on the above-mentioned non-volatile computer-readable storage medium.
  • a bookshelf page including a first display area and a second display area is presented to the user, the user's books are presented in the first display area, and recommendations are presented in the second display area Books, so that user books and recommended books can be effectively isolated and distinguished through different display areas on the bookshelf page, which is convenient for users to view, and will not affect the user's operation of the bookshelf;
  • this solution adds book recommendations to the existing bookshelf pages Function, the bookshelf page can not only present the user's books, but also recommend books to the user, so that the user does not need to switch to other pages of the book reading client, and the recommended books can be easily obtained in the bookshelf page, which not only effectively enriches the bookshelf The function carried by the page, but also effectively improve the book recommendation effect.
  • FIG. 1 shows a schematic flowchart of a method for recommending books on a bookshelf page according to Embodiment 1 of the present disclosure
  • FIG. 2a shows a schematic flowchart of a method for recommending books on a bookshelf page according to Embodiment 2 of the present disclosure
  • Fig. 2b shows the schematic diagram one of bookshelf pages
  • Fig. 2c shows the schematic diagram two of bookshelf pages
  • Figure 2d shows a schematic diagram three of the pages of the bookshelf
  • FIG. 3a shows a schematic flowchart of a method for recommending books on a bookshelf page according to Embodiment 3 of the present disclosure
  • Figure 3b shows a schematic diagram four of the pages of the bookshelf
  • FIG. 4 shows a schematic structural diagram of a computing device according to Embodiment 5 of the present disclosure.
  • the present disclosure provides a book recommendation method on a bookshelf page, which adds a book recommendation function to the bookshelf page for recommending books to users through the bookshelf page.
  • a bookshelf page is set as a page including a first display area for presenting user books and a second display area for presenting recommended books.
  • the user book refers to the book added to the bookshelf according to the user operation
  • the recommended book refers to the book recommended by the user.
  • FIG. 1 shows a schematic flowchart of a method for recommending books on a bookshelf page according to Embodiment 1 of the present disclosure. As shown in FIG. 1 , the method includes the following steps:
  • Step S101 detecting a bookshelf access operation performed by a user.
  • the pages of the book reading client are provided with controls such as the bookshelf entry control and the bookstore entrance control. Users can jump to the bookshelf by triggering the bookshelf entry control by clicking or other means. page, when the user's trigger operation on the bookshelf entry control is detected, it is determined that the bookshelf access operation performed by the user is detected.
  • Step S102 in response to the bookshelf access operation, the stored user books are acquired, and the recommended books are selected from the recommended book pool.
  • the books can be added to the bookshelf by triggering the add-to-bookshelf control, etc., and these books are stored and managed as user books.
  • a recommended book pool containing multiple recommended books can be constructed in advance, then after the bookshelf access operation is detected in step S101, in response to the bookshelf access operation, all stored user books are acquired, And select a preset number of recommended books from the recommended book pool.
  • Those skilled in the art can set the preset number according to actual needs, which is not limited here.
  • Step S103 presenting a bookshelf page including the first display area and the second display area.
  • a bookshelf page is generated including a first display area and a second display area, wherein the first display area is used to present the user books, and the second display area is used to present the recommended books.
  • a plurality of user book display sub-areas can be presented in the first display area, and each user book display sub-area can present book information and the like of the corresponding user book, and the user can read the user book by clicking on the user book or the like.
  • the second display area multiple recommended book display sub-areas can be presented, and each recommended book display sub-area presents book information of the corresponding recommended book, etc., the user clicks the recommended book or triggers the corresponding receiving control of the recommended book. Recommended books to read.
  • a bookshelf page including a first display area and a second display area is presented to the user, the user's book is presented in the first display area, and the user's book is presented in the second display area.
  • the recommended books are presented in the display area, so that the user's books and the recommended books can be effectively isolated and distinguished through different display areas in the bookshelf page, which is convenient for the user to view, and will not affect the user's operation of the bookshelf; this solution is in the existing bookshelf page.
  • the book recommendation function has been added to the bookcase page, which can not only present the user's books, but also recommend books to the user, so that the user does not need to switch to other pages of the book reading client, and the recommended books can be easily obtained on the bookshelf page, not only It effectively enriches the functions carried by the bookshelf pages, and also effectively improves the effect of book recommendation.
  • Fig. 2a shows a schematic flowchart of a method for recommending books on a bookshelf page according to Embodiment 2 of the present disclosure. As shown in Fig. 2a, the method includes the following steps:
  • Step S201 detecting a bookshelf access operation performed by a user.
  • the bookshelf entry control and other controls are set on the page of the book reading client.
  • the bookshelf entry control can be set at the bottom of the page of the book reading client.
  • the bookshelf entry control can be triggered by clicking or other means. , when a triggering operation on the bookshelf entry control by the user is detected, it is determined that the bookshelf access operation performed by the user is detected.
  • Step S202 in response to the bookshelf access operation, obtain the stored user books, and select the recommended books from the recommended book pool.
  • the user books added to the bookshelf by the user can be managed uniformly through the user book pool. After the bookshelf access operation performed by the user is detected, it is indicated that the user wants to access the bookshelf page, and in the present disclosure, the bookshelf page is used to present not only user books but also recommended books. Get all the user's books that the user has stored, and select the recommended books recommended to the user from the recommended book pool. Those skilled in the art can set the number of selected recommended books according to the size of the second display area or the number of recommended book display sub-areas included in the second display area, etc. For example, when the number of selected recommended books is set to 4, four recommended books are selected from the recommended book pool in step S202.
  • a recommended book pool may be pre-built.
  • the book library contains a large number of books, and the books in the book library can be classified first, for example, the books are divided into various book categories, and the book categories can include publishing categories, boys categories, girls categories, audiobook categories and comics. classification, etc.
  • Book labels can include labels such as novels, architecture, literature, history, finance, sports, technology, medicine, law, etc.
  • a book can be There are multiple book labels, and the ratio between the multiple book labels corresponding to the book can be determined according to the literary genre, plot, background and other factors of the book content. For example, a book corresponds to 3 book labels, these 3 Book tags are novel tags, literature tags, and history tags, respectively.
  • the determined proportion of novel tags is 0.7
  • the proportion of literature tags is 0.2
  • the proportion of historical tags is 0.1.
  • the classification weight of each book category and the label weight of each book label are also set.
  • the books corresponding to the new user can be classified into
  • the classification weight and the label weight of each book label are set to the default initial value; and since the old user has used the book reading client for a period of time and can obtain the user interaction behavior data of the old user for the book, then according to the user interaction behavior data,
  • the classification weight of each book category corresponding to the old user and the label weight of each book label are set.
  • the user preference weight can be constructed according to the classification weight of each book category and the label weight of each book label, and the user preference weight can be used to reflect the user's reading preference.
  • you can select books under each book category or under each book label from the book library to build a recommended book pool. For example, a certain number (eg, 100) of books are selected from each book category or from each book label and added to the recommended book pool, thereby completing the construction of the recommended book pool.
  • the book recommendation strategy corresponding to new users is based on comprehensive preferences.
  • the book recommendation strategy corresponding to the old user is to recommend books according to the user's own reading preference.
  • account related information such as the user's account registration time can be queried, and whether the user's account is a new user account or an old user account can be determined according to the account related information.
  • the user's cumulative registration time can be calculated based on the current time and the account registration time; if the cumulative registration time is less than a preset time threshold (such as 7 days), the user's account is determined to be a new user account; if the cumulative registration time is greater than or equal to The preset time threshold indicates that the preliminary establishment of the user preference weight has been completed, and the user's account is determined to be an old user account.
  • a preset time threshold such as 7 days
  • the book recommendation strategy corresponding to the new user is adopted, and the recommended books under each book category or each book label are selected from the recommended book pool, considering that in step S202, the recommended books are selected from the recommended books.
  • the number of recommended books selected in the pool is limited. For example, 4 recommended books need to be selected, then 4 recommended books can be randomly selected from each book category or each book label for recommendation to the user. If it is determined that the user's account is an old user account, the book recommendation strategy corresponding to the old user is adopted, and the recommended books are selected from the recommended book pool according to the user's user preference weight, that is, the recommended book pool is selected from the recommended book pool that matches the user's preference weight. recommended books.
  • Step S203 presenting a bookshelf page including the first display area and the second display area.
  • a bookshelf page including a first display area and a second display area are generated and presented, wherein the first display area is used to present user books, and the second display area is used to present recommended books.
  • a plurality of user book display sub-areas may be presented in the first display area, and each user book display sub-area may present book information and book reading information of the corresponding user book, and the book information may include a cover image corresponding to the book , author, book name, book label, book file size, and book file type, and other information.
  • Book reading information may include information such as the user's reading progress, previous reading time, and historical cumulative reading time.
  • the arrangement order of each user book or the position of the corresponding user book display sub-area can be determined according to information such as book file size, book file type, book file source and/or previous reading time.
  • a plurality of recommended book display sub-areas can be presented in the second display area, and each recommended book display sub-area presents book information of the corresponding recommended book, etc.
  • the user can click on the recommended book or trigger the receiving control corresponding to the recommended book, etc.
  • the second display area may be presented in the form of a floating window, and the floating window may be adsorbed at the bottom position of the pages of the bookshelf.
  • Fig. 2b shows a schematic diagram 1 of the pages of the bookshelf.
  • the bookshelf page includes a first display area 21 and a second display area 22, wherein the first display area 21 presents six user book display sub-areas 23 (areas enclosed by dotted lines), each The user book display sub-area 23 presents the cover picture of the corresponding user book.
  • the second display area 22 is presented in the form of a floating window.
  • text for indicating book recommendation can be set in the floating window, as shown in Fig. 2b
  • the second display area 22 presents four recommended book display sub-areas 24 (areas surrounded by dotted lines), and each recommended book display sub-area 24 presents a cover image of the corresponding recommended book.
  • Step S204 in response to the first trigger operation performed by the user for any claim control in the second display area, add the recommended book corresponding to the claim control as a user book in the first display area, and adjust the recommendation corresponding to the claim control.
  • the classification weight and label weight corresponding to the book are used to update the user preference weight of the user, and new recommended books are selected from the recommended book pool according to the user preference weight and added to the second display area.
  • each recommended book may also be presented in the second display area, so that the user can receive the corresponding recommended book by triggering the receiving control.
  • each recommended book has a corresponding pick-up control 25.
  • the pick-up control 25 corresponding to the recommended book can be triggered by clicking or other means, then in response to the user executing the pick-up control 25
  • the first triggering operation add the first recommended book in the second display area 22 as a user book to the first display area 21, for example, add it to the first user book display sub-area in the first display area 21 .
  • the pick-up control 25 of the recommended book may be displayed as "received", as shown in FIG. 2c.
  • the user book needs to be added to the user book pool corresponding to the user.
  • the classification weight and label weight corresponding to the recommended book corresponding to the receiving control can also be adjusted, for example, to increase Process to update the user preference weight of the user, and select a new recommended book from the recommended book pool according to the currently updated user preference weight and add it to the second display area to supplement the recommended book.
  • Step S205 in response to the second trigger operation performed by the user for the book exchange control in the second display area, adjust the classification weight and label weight corresponding to the original recommended book in the second display area to update the user's user preference weight, and according to The user preference weight selects new recommended books from the recommended book pool, and replaces the original recommended books in the second display area with the new recommended books.
  • a book exchange control can also be presented in the second display area, so that the user can exchange the recommended books presented in the second display area by triggering the book exchange control.
  • the book exchange control is specifically the “exchange for one” control 26 .
  • the "change for another" control 26 may be triggered by clicking or other means, then in response to the second trigger operation performed by the user on the "change for another" control 26, Adjust the classification weight and label weight corresponding to the original recommended books in the second display area 22, for example, perform a lowering process to update the user preference weight of the user, and select from the recommended book pool according to the currently updated user preference weight Four new recommended books are used to replace the original recommended books in the second display area 22 with the new recommended books.
  • original recommended books can also be removed from the recommended book pool.
  • the user's trigger operations on the pick-up control and the book exchange control will affect the classification weight and label weight corresponding to the recommended books, so that the user preference weight constructed according to the classification weight and label weight will be updated.
  • the user recommends the recommended books that conform to the user's preference weight, that is, to increase the recommended frequency of books that conform to the user's reading preference, and reduce the recommended frequency of books that do not conform to the user's reading preference, so as to achieve personalized book recommendation.
  • a preference adjustment entry control can also be presented in the second display area, so that the user can actively set or adjust his own reading preference by triggering the preference adjustment entry control and jumping to the reading preference adjustment page, as shown in FIG. 2b.
  • the preference adjustment entry control may specifically be the “de-adjust preference” control 27 .
  • the floating window in response to a closing operation of the floating window performed by the user, the floating window is folded into a floating bar and presented at the first preset position of the bookshelf page.
  • the floating window also has a control for closing the floating window, such as the control "X" shown in the upper right corner of the second display area 22 in Figures 2b and 2c.
  • the floating window closing control can be triggered by clicking or other methods to close it.
  • the suspension window is closed, in response to the user's operation of closing the suspension window, the suspension window is folded, and the suspension bar is folded and presented at the first preset position of the bookshelf page.
  • the first preset position as the bottom position of the bookshelf page as an example, assuming that the user clicks the control “ ⁇ ” in the upper right corner of the second display area 22 in the state of the bookshelf page shown in FIG. 2b , then the bookshelf page will be displayed. Changed to a bookshelf page as shown in FIG. 2d , the floating window will be folded into a floating bar 22 ′ present at the bottom position of the bookshelf page, that is, the floating bar 22 ′ is adsorbed at the bottom position of the bookshelf page.
  • Step S206 in response to the first gesture sliding operation performed by the user on the bookshelf page, move and display the user's book in the first display area along the sliding direction of the first gesture sliding operation, and fold the floating window into a floating bar and present it on the bookshelf page at the first preset position.
  • the first gesture sliding operation may be performed at any position on the bookshelf page, and the first gesture sliding operation performed by the user on the bookshelf page is detected, wherein the first gesture sliding operation is performed on the bookshelf page.
  • the gesture swipe operation can be a swipe up operation or a swipe down operation. Then, in response to the first gesture sliding operation, determine the moving distance of the content in the first display area according to the sliding distance of the first gesture sliding operation, and move and display the content in the first display area along the sliding direction of the first gesture sliding operation according to the moving distance. content, and the floating window is folded into a floating bar and presented at the first preset position of the bookshelf page.
  • the first gesture sliding operation is an upward sliding operation
  • the content in the first display area is correspondingly moved upward and displayed
  • the floating window is folded into a floating bar and presented at the bottom position of the bookshelf page
  • the first gesture sliding operation is a downward sliding operation
  • the content in the first display area moves downward correspondingly
  • the floating window is folded into a floating bar and presented at the bottom position of the bookshelf page.
  • the floating window when the user closes the floating window or performs a sliding operation on the bookshelf page, the floating window is folded into a floating bar, so that it occupies a small area of the bookshelf page, so that the user's operation on the bookshelf will not be affected in interaction.
  • the floating window in the state where the floating window is folded into a floating bar, if it is detected that the user performs a second gesture sliding operation of sliding in the first direction on the bookshelf page, and the first direction is the upward direction, then respond to the The second gesture sliding operation, moving and displaying the user's book in the first display area along the first direction, and hiding the floating bar, not only has the advantage of convenient interaction, but also further improves the user interaction experience.
  • the floating bar In the state where the floating bar is hidden, if it is detected that the user performs a third gesture sliding operation of sliding in the second direction on the bookshelf page, and the second direction is the downward direction, then in response to the third gesture sliding operation, the user will perform the sliding operation along the first
  • the user's books in the first display area are displayed by moving in two directions, and a floating bar is presented at the first preset position of the bookshelf page.
  • the floating window in the state where the floating window is folded into a floating bar, as shown in FIG. 2d, if the user continues to perform the upward sliding operation on the bookshelf page in this state, it means that the user wants to remove the page from the first display area.
  • the sliding operation has nothing to do with the second display area, then in response to the sliding operation, the user books in the first display area are moved up and displayed, and in order not to hinder the user from viewing the user books,
  • the floating bar can be hidden; in the state where the floating bar is hidden, if the user continues to perform a downward sliding operation on the bookshelf page in this state, it means that the user wants to view more users arranged above from the first display area Books, and the floating bar was originally presented at the bottom of the bookshelf page before being hidden, and does not prevent the user from viewing the user's books, then in response to the sliding operation, the user's books in the first display area are moved down and displayed, and can be displayed in the first display area.
  • a floating bar appears at the bottom
  • the floating window in the state where the floating window is folded into a floating bar, when the user wants to view the recommended books in the floating window, the user can click on the floating bar, then in response to the third trigger operation performed by the user on the floating bar, the The floating bar expands into a floating window for presentation.
  • the recommended books in the second display area can also be updated periodically. For example, a new recommended book is selected from the recommended book pool every preset time interval (eg, every hour), and the original recommended book in the second display area is replaced with the new recommended book.
  • the book recommendation strategy corresponding to the new user is used to select the recommended books, while for the old user, the book recommendation strategy corresponding to the old user is used to select the recommended books, so as to update the recommended books in real time, so that the user can be on the bookshelf.
  • Personalized recommended books can be received on the page in real time, and the recommended books can better meet the user's reading preferences, and there is no need to switch to pages such as bookstores to search for books.
  • the method further includes: acquiring user interaction behavior data of the user with respect to the book in real time, and updating the user preference weight according to the user interaction behavior data, wherein the user interaction behavior data may include at least one of the following data associated with the book.
  • the user interaction behavior data may include at least one of the following data associated with the book.
  • the recommended books in the second display area make the recommendation more accurate, so that the user can be recommended books that conform to his reading preference in a more timely manner.
  • the floating window is folded into a floating bar
  • a new recommended book is added to the second display area, that is, when a new recommended book is included in the second display area
  • the floating bar is expanded into a floating bar.
  • the window is presented so that users can view new recommended books in time.
  • this embodiment does not limit the sequential execution order of each step.
  • the specific execution order of steps S204 to S206 may be determined according to the order in which the trigger operation and the gesture sliding operation are actually detected, which is not limited here. If the second trigger operation performed by the user on the book exchange control is detected first, and then the first trigger operation performed by the user on any pick-up control is detected, step S205 is performed first and then step S204 is performed.
  • the first display area is used to present the user's books
  • the second display area is used to present the recommended books.
  • the first display area and the second display area are independent of each other, so that the user's books are displayed It can be effectively isolated and distinguished from the recommended books, which is convenient for users to view, and will not affect the user's operation of the bookshelf in interaction; and users can receive personalized recommended books in real time on the bookshelf page, no need to switch to the bookstore, etc. It takes effort to search for books on the page, and the recommended books can better meet the user's reading preferences, which is convenient for users to find books of interest, realizes accurate book recommendation, and effectively improves the effect of book recommendation.
  • Fig. 3a shows a schematic flowchart of a method for recommending books on bookshelf pages according to Embodiment 3 of the present disclosure. As shown in Fig. 3a, the method includes the following steps:
  • Step S301 detecting a bookshelf access operation performed by a user.
  • Step S302 in response to the bookshelf access operation, obtain the stored user books, and select the recommended books from the recommended book pool.
  • steps S301 to S302 For the introduction of steps S301 to S302, reference may be made to the introductions of steps S101 to S102 and steps S201 to S202, which will not be repeated here.
  • Step S303 presenting a bookshelf page including the first display area and the second display area.
  • the first display area is used to present user books
  • the second display area is used to present recommended books.
  • a plurality of user book display sub-areas may be presented in the first display area, and each user book display sub-area may present book information and book reading information of a corresponding user book.
  • the second display area may be a display area corresponding to the second preset position of the bookshelf page, and those skilled in the art may set the second preset position according to actual needs, for example, the second preset position may be set to The display area corresponding to the third row of books on the bookshelf page.
  • Figure 3b shows a schematic diagram 4 of a bookshelf page.
  • the bookshelf page includes a first display area 31 and a second display area 32, wherein the first display area 31 presents six user book display sub-areas 33 (area surrounded by dotted lines), each user book display sub-area 33 presents the cover picture of the corresponding user book.
  • the second display area 32 is the display area corresponding to the third row of books of the bookshelf page of the bookshelf page, and the second display area 32 presents three recommended book display sub-areas 34 (area surrounded by dotted lines), Each recommended book display sub-area 34 presents a cover picture of the corresponding recommended book.
  • the second display area 34 also presents a recommended label 35 corresponding to each recommended book.
  • Step S304 in response to the fourth trigger operation performed by the user for any recommended book in the second display area, remove the recommended label corresponding to the recommended book, and adjust the classification weight and label weight corresponding to the recommended book to update the user's user preference weight .
  • the classification weight and label weight corresponding to the recommended book corresponding to the fourth trigger operation can also be adjusted, for example Upscaling is performed to update the user's user preference weights. If the user book is managed through the user book pool, the recommended book needs to be added to the user book pool corresponding to the user as a user book.
  • the recommended book can be directly added to the first display area as a user book, and a new recommended book is selected from the recommended book pool
  • the book is added to the second display area, specifically, it can be implemented through step S305.
  • Step S305 moving the recommended book as a user book to the first display area for presentation, and selecting a new recommended book from the recommended book pool and adding it to the second display area.
  • the recommended book is moved to the first display area as a user book for presentation. Since the recommended book is moved to the first display area, there is one free book in the second display area. The area used to present the recommended book, then a new recommended book can be selected from the recommended book pool according to the currently updated user preference weight and added to the second display area to supplement the recommended book.
  • the recommended label corresponding to the recommended book after the recommended label corresponding to the recommended book is removed, it can continue to be displayed in the second display area without carrying the recommended label until the user visits the bookshelf page next time. It is presented in the first display area, and new recommended books selected from the recommended book pool are automatically added to the second display area.
  • the recommended books in the second display area can also be updated periodically. For example, a new recommended book is selected from the recommended book pool every preset time interval (eg, every hour), and the original recommended book in the second display area is replaced with the new recommended book.
  • the book recommendation strategy corresponding to the new user is used to select the recommended books
  • the book recommendation strategy corresponding to the old user is used to select the recommended books, so as to update the recommended books in real time, so that the user can be on the bookshelf.
  • Personalized recommended books can be received on the page in real time, and the recommended recommended books can better meet the user's reading preferences, and there is no need to switch to pages such as bookstores to search for books. Taking the bookshelf page shown in FIG. 3b as an example, 3 new recommended books can be periodically selected from the recommended book pool, and when the book is pushed, the new recommended books are preferentially covered with the recommended books in the second display area 34. Recommended books for the label.
  • the method further includes: acquiring user interaction behavior data of the user with respect to the book in real time, and updating the user preference weight according to the user interaction behavior data. If the user preference weight changes, select a new recommended book from the recommended book pool according to the user preference weight, and replace the original recommended book in the second display area with the new recommended book, so as to update the user preference weight in real time, and update accordingly
  • the recommended books in the second display area make the recommendation more accurate, so that the user can be recommended books that meet his reading preference in a more timely manner.
  • the user's books and the recommended books are presented in different display areas on the bookshelf page, and the user can easily and intuitively distinguish the user's books and the recommended books by checking whether the books carry the recommended tags.
  • Books users can receive personalized recommended books in real time on the bookshelf page, no need to switch to the bookstore and other pages to search for books, and can complete the collection of recommended books by clicking on the recommended books, which is very convenient.
  • the user's operation is improved, and the recommended books can better meet the user's reading preferences, realize the accurate recommendation of books, and effectively improve the effect of book recommendation.
  • the fourth embodiment of the present disclosure provides a non-volatile computer-readable storage medium, where the non-volatile computer-readable storage medium stores at least one executable instruction, and the executable instruction can execute any of the foregoing method embodiments.
  • the executable instructions can specifically be used to cause the processor to perform the following operations: detect the bookshelf access operation performed by the user; in response to the bookshelf access operation, obtain the stored user books, and select the recommended books from the recommended book pool; Bookshelf pages in the display area and the second display area, the first display area is used to present user books, and the second display area is used to present recommended books.
  • the executable instructions further cause the processor to perform the following operations: classify the books in the book library, add book labels that conform to the book content for each book, and set the classification weight and The label weight of each book label; select books under each book category or under each book label from the book library to build a recommended book pool.
  • the executable instructions further cause the processor to perform the following operation: construct the user preference weight according to the classification weight of each book category and the label weight of each book label.
  • the executable instructions further cause the processor to perform the following operations: determine whether the user's account is a new user account or an old user account; if it is a new user account, select each book category from the recommended book pool If it is an old user account, the recommended books will be selected from the recommended book pool according to the user's user preference weight.
  • a pick-up control corresponding to each recommended book is also presented in the second display area; the executable instructions further cause the processor to perform the following operations: in response to the user picking up any book in the second display area
  • the first trigger operation performed by the control is to add the recommended book corresponding to the receiving control as a user book in the first display area, and adjust the classification weight and label weight corresponding to the recommended book corresponding to the receiving control to update the user's user preference weight, And according to the user preference weight, a new recommended book is selected from the recommended book pool and added to the second display area.
  • a book exchange control is also presented in the second display area; the executable instructions further cause the processor to perform the following operations: in response to a second trigger performed by the user on the book exchange control in the second display area Operation, adjust the classification weight and label weight corresponding to the original recommended books in the second display area to update the user's user preference weight, select a new recommended book from the recommended book pool according to the user's preference weight, and replace the first recommended book with the new recommended book. 2. Display the original recommended books in the area.
  • the executable instructions further cause the processor to perform the following operation: remove the original recommended book from the recommended book pool.
  • the second display area is presented in the form of a floating window; the executable instructions further cause the processor to perform the following operations: in response to the closing operation of the floating window performed by the user, the floating window is folded into a floating bar for presentation At the first preset position of the bookshelf page.
  • the second display area is presented in the form of a floating window; the executable instructions further cause the processor to perform the following operations: in response to the first gesture sliding operation performed by the user on the bookshelf page, slide the The sliding direction of the gesture sliding operation moves and displays the user's books in the first display area, and folds the floating window into a floating bar to be presented at the first preset position of the bookshelf page.
  • the executable instructions further cause the processor to perform the following operation: in response to a second gesture sliding operation performed by the user to slide in the first direction on the bookshelf page, move the display in the first direction along the first direction. One displays the user's books in the area and hides the floating bar.
  • the executable instructions further cause the processor to perform the following operations: in response to a third gesture sliding operation performed by the user to slide in the second direction on the pages of the bookshelf, move the display first in the second direction The user's books in the display area are displayed, and a floating bar is presented at the first preset position of the bookshelf page.
  • the executable instructions further cause the processor to perform the following operations: if a new recommended book is added to the second display area, expand the floating bar into a floating window for presentation.
  • the second display area is a display area corresponding to a second preset position of the bookshelf page, and a recommended label corresponding to each recommended book is also presented in the second display area;
  • the executable instruction further causes the The processor performs the following operations: in response to a fourth trigger operation performed by the user on any recommended book in the second display area, removes the recommended label corresponding to the recommended book, and adjusts the classification weight and label weight corresponding to the recommended book to update the user's User preference weights.
  • the executable instructions further cause the processor to perform the following operations: move the recommended book as a user book to the first display area for presentation, and select a new recommended book from the recommended book pool to add to the in the second display area.
  • the executable instructions further cause the processor to perform the following operations: select a new recommended book from the recommended book pool at preset time intervals, and replace the original book in the second display area with the new recommended book recommended books.
  • the executable instructions further cause the processor to perform the following operations: acquire user interaction behavior data of the user with respect to the book, and update the user preference weight according to the user interaction behavior data; if the user preference weight changes, then A new recommended book is selected from the recommended book pool according to the user preference weight, and the original recommended book in the second display area is replaced with the new recommended book.
  • FIG. 4 shows a schematic structural diagram of a computing device according to Embodiment 5 of the present disclosure.
  • the specific embodiment of the present disclosure does not limit the specific implementation of the computing device.
  • the computing device may include: a processor (processor) 402 , a communication interface (Communications Interface) 404 , a memory (memory) 406 , and a communication bus 408 .
  • processor processor
  • Communication interface Communication Interface
  • memory memory
  • the processor 402 , the communication interface 404 , and the memory 406 communicate with each other through the communication bus 408 .
  • the communication interface 404 is used for communicating with network elements of other devices such as clients or other servers.
  • the processor 402 is configured to execute the program 410, and specifically may execute the relevant steps in the above-mentioned embodiment of the method for recommending books on a bookshelf page.
  • the program 410 may include program code including computer operation instructions.
  • the processor 402 may be a central processing unit (CPU), or an Application Specific Integrated Circuit (ASIC), or one or more integrated circuits configured to implement embodiments of the present disclosure.
  • the one or more processors included in the computing device may be the same type of processors, such as one or more CPUs; or may be different types of processors, such as one or more CPUs and one or more ASICs.
  • the memory 406 is used to store the program 410 .
  • Memory 406 may include high-speed RAM memory, and may also include non-volatile memory, such as at least one disk memory.
  • the program 410 can specifically be used to cause the processor 402 to perform the following operations: detect the bookshelf access operation performed by the user; in response to the bookshelf access operation, obtain the stored user books, and select the recommended books from the recommended book pool; Bookshelf pages in the display area and the second display area, the first display area is used to present user books, and the second display area is used to present recommended books.
  • the program 410 further causes the processor 402 to perform the following operations: classify the books in the book library, add book labels that conform to the book content for each book, and set the classification weight and The label weight of each book label; select books under each book category or under each book label from the book library to build a recommended book pool.
  • the program 410 further causes the processor 402 to perform the following operation: construct the user preference weight according to the classification weight of each book category and the label weight of each book label.
  • the program 410 further causes the processor 402 to perform the following operations: determine whether the user's account is a new user account or an old user account; if it is a new user account, select each book category from the recommended book pool If it is an old user account, the recommended books will be selected from the recommended book pool according to the user's user preference weight.
  • a pick-up control corresponding to each recommended book is also presented in the second display area; the program 410 further causes the processor 402 to perform the following operations: in response to the user selecting any pick-up in the second display area
  • the first trigger operation performed by the control is to add the recommended book corresponding to the receiving control as a user book in the first display area, and adjust the classification weight and label weight corresponding to the recommended book corresponding to the receiving control to update the user's user preference weight, And according to the user preference weight, a new recommended book is selected from the recommended book pool and added to the second display area.
  • the book exchange control is also presented in the second display area; the program 410 further causes the processor 402 to perform the following operations: in response to a second trigger performed by the user on the book exchange control in the second display area Operation, adjust the classification weight and label weight corresponding to the original recommended books in the second display area to update the user's user preference weight, select a new recommended book from the recommended book pool according to the user's preference weight, and replace the first recommended book with the new recommended book. 2. Display the original recommended books in the area.
  • the program 410 further causes the processor 402 to perform the following operation: remove the original recommended book from the recommended book pool.
  • the second display area is presented in the form of a floating window; the program 410 further causes the processor 402 to perform the following operations: in response to the user's closing operation of the floating window, the floating window is folded into a floating bar for presentation At the first preset position of the bookshelf page.
  • the second display area is presented in the form of a floating window; the program 410 further causes the processor 402 to perform the following operations: in response to the user's first gesture sliding The sliding direction of the gesture sliding operation moves and displays the user's books in the first display area, and folds the floating window into a floating bar to be presented at the first preset position of the bookshelf page.
  • the program 410 further causes the processor 402 to perform the following operation: in response to the second gesture sliding operation performed by the user to slide in the first direction on the bookshelf page, move the display in the first direction along the first direction. One displays the user's books in the area, and hides the floating bar.
  • the program 410 further causes the processor 402 to perform the following operation: in response to the third gesture sliding operation performed by the user to slide in the second direction on the bookshelf page, move the display first in the second direction The user's books in the display area are displayed, and a floating bar is presented at the first preset position of the bookshelf page.
  • the program 410 further causes the processor 402 to perform the following operations: if a new recommended book is added to the second display area, expand the floating bar into a floating window for presentation.
  • the second display area is a display area corresponding to the second preset position of the bookshelf page, and a recommended label corresponding to each recommended book is also presented in the second display area; the program 410 further causes the processing
  • the device 402 performs the following operations: in response to a fourth trigger operation performed by the user on any recommended book in the second display area, remove the recommended label corresponding to the recommended book, and adjust the classification weight and label weight corresponding to the recommended book to update the user's User preference weights.
  • the program 410 further causes the processor 402 to perform the following operations: move the recommended book as a user book to the first display area for presentation, and select a new recommended book from the recommended book pool to add to the in the second display area.
  • the program 410 further causes the processor 402 to perform the following operations: select a new recommended book from the recommended book pool every preset time interval, and replace the original book in the second display area with the new recommended book recommended books.
  • the program 410 further causes the processor 402 to perform the following operations: obtain the user interaction behavior data of the user with respect to the book, and update the user preference weight according to the user interaction behavior data; if the user preference weight changes, then A new recommended book is selected from the recommended book pool according to the user preference weight, and the original recommended book in the second display area is replaced with the new recommended book.
  • each step in the program 410 reference may be made to the description corresponding to the corresponding step in the above-mentioned embodiment of the book recommendation on the bookshelf page, which is not repeated here.
  • Those skilled in the art can clearly understand that, for the convenience and brevity of description, for the specific working process of the device described above, reference may be made to the corresponding process description in the foregoing method embodiments, which will not be repeated here.
  • the first display area is used to present user books in the bookshelf page, and the recommended books are presented in the second display area, and a book recommendation function is added to the existing bookshelf page, so that the user can not only be presented through the bookshelf page Books, and can also recommend books to users, so that users can easily obtain recommended books on the bookshelf page, effectively improving the effect of book recommendation.
  • modules in the device in the embodiment can be adaptively changed and arranged in one or more devices different from the embodiment.
  • the modules or units or components in the embodiments may be combined into one module or unit or component, and further they may be divided into multiple sub-modules or sub-units or sub-assemblies. All features disclosed in this specification (including accompanying claims, abstract and drawings) and any method so disclosed may be employed in any combination unless at least some of such features and/or procedures or elements are mutually exclusive. All processes or units of equipment are combined.
  • Each feature disclosed in this specification may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.

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Abstract

一种书架页面的书籍推荐方法、计算设备及存储介质,其中,书架页面的书籍推荐方法包括:检测用户执行的书架访问操作(S101);响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍(S102);呈现包含有第一显示区域和第二显示区域的书架页面(S103),第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。

Description

书架页面的书籍推荐方法、计算设备及存储介质
相关申请的交叉参考
本申请要求于2020年12月18日提交中国专利局、申请号为202011506481.5、名称为“书架页面的书籍推荐方法、计算设备及存储介质”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。
技术领域
本公开涉及信息处理技术领域,具体涉及一种书架页面的书籍推荐方法、计算设备及存储介质。
背景技术
电子书形式的书籍由于具有获取方便等优势,受到了大量人们的喜爱。用户可通过购买、下载等多种途径获得电子书形式的书籍,另外,也可将电脑等终端中的书籍拷贝至阅读器等设备中进行阅读。现有技术中,书籍阅读客户端通常是通过虚拟的书架来管理用户书籍,这些用户书籍会呈现在书架页面中以便用户查找或阅读,书架页面是用户利用书籍阅读客户端主要访问的页面。然而,现有的书架页面仅是用于呈现用户书籍,所承载的功能比较单一,当用户需要搜索新的书籍时还需切换至书城等页面中进行搜索,操作较为繁琐。
公开内容
鉴于上述问题,提出了本公开以便提供一种克服上述问题或者至少部分地解决上述问题的书架页面的书籍推荐方法、计算设备及存储介质。
根据本公开的一个方面,提供了一种书架页面的书籍推荐方法,包括:
检测用户执行的书架访问操作;
响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;
呈现包含有第一显示区域和第二显示区域的书架页面,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。
根据本公开的另一方面,提供了一种计算设备,包括:处理器、存储器、通信接口和通信总线,处理器、存储器和通信接口通过通信总线完成相互间的通信;
存储器用于存放至少一可执行指令,可执行指令使处理器执行以下操作:
检测用户执行的书架访问操作;
响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;
呈现包含有第一显示区域和第二显示区域的书架页面,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。
根据本公开实施例的又一方面,提供了一种非易失性计算机可读存储介质,该非易失性计算机可读存储介质中存储有至少一可执行指令,可执行指令使处理器执行如上述书架页面的书籍推荐方法对应的操作。
根据本公开的再又一方面,还提供了一种计算机程序产品,该计算机程序产品包括存储在上述非易失性计算机可读存储介质上的计算程序。
根据本公开提供的技术方案,响应于书架访问操作,向用户呈现包含有第一显示区域和第二显示区域的书架页面,在第一显示区域中呈现用户书籍,在第二显示区域中呈现推荐书籍,使得用户书籍和推荐书籍能够通过书架页面中的不同显示区域进行有效隔离与区分,便于用户查看,且不会影响用户对书架的操作;该方案在现有的书架页面中增加了书籍推荐功能,通过书架页面不仅能够呈现用户书籍,而且还能够向用户推荐书籍,使得用户无需切换至书籍阅读客户端的其他页面,在书架页面中即可方便地获取到推荐书籍,不仅有效地丰富了书架页面所承载的功能,而且还有效地提升了书籍推荐效果。
上述说明仅是本公开技术方案的概述,为了能够更清楚了解本公开的技术手段,而可依照说明书的内容予以实施,并且为了让本公开的上述和其它目的、特征和优点能够更明显易懂,以下特举本公开的具体实施方式。
附图概述
通过阅读下文优选实施方式的详细描述,各种其他的优点和益处对于本领域普通技术人员将变得清楚明了。附图仅用于示出优选实施方式的目的,而并不认为是对本公开的限制。而且在整个附图中,用相同的参考符号表示相同的部件。在附图中:
图1示出了根据本公开实施例一的书架页面的书籍推荐方法的流程示意图;
图2a示出了根据本公开实施例二的书架页面的书籍推荐方法的流程示意图;
图2b示出了书架页面的示意图一;
图2c示出了书架页面的示意图二;
图2d示出了书架页面的示意图三;
图3a示出了根据本公开实施例三的书架页面的书籍推荐方法的流程示意图;
图3b示出了书架页面的示意图四;
图4示出了根据本公开实施例五的计算设备的结构示意图。
本公开的较佳实施方式
下面将参照附图更详细地描述本公开的示例性实施例。虽然附图中显示了本公开的示例性实施例,然而应当理解,可以以各种形式实现本公开而不应被这里阐述的实施例所限制。相反,提供这些实施例是为了能够更透彻地理解本公开,并且能够将本公开的范围完整的传达给本领域的技术人员。
本公开提供了一种书架页面的书籍推荐方法,在书架页面中增加了书籍推荐功能,用 于通过书架页面向用户推荐书籍。在本公开中,将书架页面设置为包括有用于呈现用户书籍的第一显示区域以及用于呈现推荐书籍的第二显示区域的页面。其中,用户书籍是指根据用户操作所添加至书架中的书籍,推荐书籍是指向用户推荐的书籍。下面通过具体实施例对本公开提供的书架页面的书籍推荐方法进行说明。
实施例一
图1示出了根据本公开实施例一的书架页面的书籍推荐方法的流程示意图,如图1所示,该方法包括如下步骤:
步骤S101,检测用户执行的书架访问操作。
用户可利用书籍阅读客户端进行书籍下载和书籍阅读等操作,在书籍阅读客户端的页面中设置有书架入口控件、书城入口控件等控件,用户通过点击等方式触发书架入口控件即可跳转至书架页面,当检测到用户对书架入口控件的触发操作时,则确定检测到用户执行的书架访问操作。
步骤S102,响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍。
当用户购买、下载或者导入了书籍之后,可通过触发添加至书架控件等方式而将书籍添加至书架中,将这些书籍作为用户书籍进行存储与管理。另外,为了能够快捷地确定推荐书籍,可预先构建包含有多个推荐书籍的推荐书籍池,那么在步骤S101检测到书架访问操作之后,响应于书架访问操作,获取已存储的所有的用户书籍,并从推荐书籍池中选取预设数量的推荐书籍。本领域技术人员可根据实际需要对预设数量进行设置,此处不做限定。
步骤S103,呈现包含有第一显示区域和第二显示区域的书架页面。
在确定了用户书籍和推荐书籍之后,生成包含有第一显示区域和第二显示区域的书架页面,其中,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。具体地,第一显示区域中可呈现有多个用户书籍显示子区域,每个用户书籍显示子区域可呈现有相应用户书籍的书籍信息等,用户通过点击用户书籍等方式即可阅读该用户书籍;第二显示区域中可呈现有多个推荐书籍显示子区域,每个推荐书籍显示子区域呈现有相应推荐书籍的书籍信息等,用户通过点击推荐书籍或者触发推荐书籍对应的领取控件等方式即可阅读推荐书籍。
利用本实施例提供的书架页面的书籍推荐方法,响应于书架访问操作,向用户呈现包含有第一显示区域和第二显示区域的书架页面,在第一显示区域中呈现用户书籍,在第二显示区域中呈现推荐书籍,使得用户书籍和推荐书籍能够通过书架页面中的不同显示区域进行有效隔离与区分,便于用户查看,且不会影响用户对书架的操作;该方案在现有的书架页面中增加了书籍推荐功能,通过书架页面不仅能够呈现用户书籍,而且还能够向用户推荐书籍,使得用户无需切换至书籍阅读客户端的其他页面,在书架页面中即可方便地获取到推荐书籍,不仅有效地丰富了书架页面所承载的功能,而且还有效地提升了书籍推荐效果。
实施例二
图2a示出了根据本公开实施例二的书架页面的书籍推荐方法的流程示意图,如图2a所示,该方法包括如下步骤:
步骤S201,检测用户执行的书架访问操作。
在书籍阅读客户端的页面中设置有书架入口控件等控件,例如书架入口控件可设置在书籍阅读客户端的页面的底部位置处,当用户想要访问书架页面时,可通过点击等方式触发书架入口控件,当检测到用户对书架入口控件的触发操作时,则确定检测到用户执行的书架访问操作。
步骤S202,响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍。
其中,可通过用户书籍池对用户添加至书架中的用户书籍进行统一管理。在检测到用户执行的书架访问操作之后,说明用户想要访问书架页面,而在本公开中书架页面不仅用于呈现用户书籍还用于呈现推荐书籍,因此响应于书架访问操作,从用户书籍池中获取该用户已存储的所有的用户书籍,并从推荐书籍池中选取向该用户推荐的推荐书籍。本领域技术人员可根据第二显示区域的大小或者第二显示区域所包括的推荐书籍显示子区域的数量等来设置所选取的推荐书籍的数量,例如当将所选取的推荐书籍的数量设置为4时,在步骤S202中从推荐书籍池中选取4本推荐书籍。
在从推荐书籍池中选取推荐书籍之前,可预先构建推荐书籍池。其中,书籍库中包含有海量的书籍,可先对书籍库中的书籍进行分类,例如将书籍划分至各个书籍分类中,书籍分类可包括出版分类、男生分类、女生分类、有声读物分类以及漫画分类等。在每个书籍分类下还可为各个书籍添加符合书籍内容的书籍标签,书籍标签可包括小说、建筑、文学、历史、财经、体育、科技、医药、法律等标签,具体地,一本书籍可对应有多个书籍标签,可根据书籍内容的文学体裁、情节、背景等因素来确定该书籍对应的多个书籍标签之间的占比,例如某个书籍对应有3个书籍标签,这3个书籍标签分别为小说标签、文学标签和历史标签,其中,对于该书籍而言,所确定的小说标签的占比为0.7,文学标签的占比为0.2,历史标签的占比为0.1。
为了能够更为精准、快捷地确定出推荐书籍,还设置了各个书籍分类的分类权重和各个书籍标签的标签权重。考虑到用户可能为在书籍阅读客户端中新注册的新用户,也可能为注册时间较长的老用户,由于无法准确地获知新用户的阅读偏好,那么可将新用户对应的各个书籍分类的分类权重和各个书籍标签的标签权重设置为默认初始值;而由于老用户已经使用了书籍阅读客户端一段时间,能够获取到老用户针对书籍的用户交互行为数据,那么可根据用户交互行为数据,对老用户对应的各个书籍分类的分类权重和各个书籍标签的标签权重进行设置。在本公开中,可根据各个书籍分类的分类权重和各个书籍标签的标签权重,构建用户偏好权重,利用用户偏好权重来反映用户的阅读偏好。在构建推荐书籍池时,可从书籍库中选取每个书籍分类下或者每个书籍标签下的书籍,构建推荐书籍池。例如从每个书籍分类下或者从每个书籍标签下选取一定数量(如100本)的书籍添加至推荐书籍池中,从而完成对推荐书籍池的构建。
考虑到无法准确地获知新用户的阅读偏好,但能获知老用户的阅读偏好,在本公开中为新老用户设置了不同的书籍推荐策略,其中,新用户对应的书籍推荐策略为按照综合偏好进行书籍推荐,老用户对应的书籍推荐策略为按照用户自身的阅读偏好进行书籍推荐。
具体地,在检测到用户执行的书架访问操作之后,可查询该用户的账号注册时间等账号相关信息,根据账号相关信息判断用户的账号为新用户账号还是老用户账号。例如可根据当前时间与账号注册时间计算该用户的累计注册时长;若累计注册时长小于预设时间阈值(如7天),则确定该用户的账号为新用户账号;若累计注册时长大于或等于预设时间阈值,说明已完成了对其用户偏好权重的初步建立,则确定该用户的账号为老用户账号。若判断得到该用户的账号为新用户账号,则采用新用户对应的书籍推荐策略,从推荐书籍池中选取各个书籍分类下或者各个书籍标签下的推荐书籍,考虑到在步骤S202中从推荐书籍池中选取的推荐书籍的数量有限,例如需选取4本推荐书籍,那么可随机地从各个书籍分类下或者各个书籍标签下选取4本推荐书籍用于推荐给用户。若判断得到该用户的账号为老用户账号,则采用老用户对应的书籍推荐策略,根据该用户的用户偏好权重从推荐书籍池中选取推荐书籍,即从推荐书籍池中选取符合该用户偏好权重的推荐书籍。
步骤S203,呈现包含有第一显示区域和第二显示区域的书架页面。
在步骤S203中,生成包含有第一显示区域和第二显示区域的书架页面并进行呈现,其中,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。具体地,第一显示区域中可呈现有多个用户书籍显示子区域,每个用户书籍显示子区域可呈现有相应用户书籍的书籍信息以及书籍阅读信息等,书籍信息可包括书籍对应的封面图片、作者、书籍名称、书籍标签、书籍文件大小以及书籍文件类型等信息,书籍阅读信息可包括用户阅读该书籍的阅读进度、前一次阅读时间以及历史累计阅读时长等信息。在第一显示区域中,可根据书籍文件大小、书籍文件类型、书籍文件来源和/或前一次阅读时间等信息确定各个用户书籍的排列顺序或所对应的用户书籍显示子区域的位置。第二显示区域中可呈现有多个推荐书籍显示子区域,每个推荐书籍显示子区域呈现有相应推荐书籍的书籍信息等,用户通过点击推荐书籍或者触发推荐书籍对应的领取控件等方式即可阅读推荐书籍。具体地,第二显示区域可以以悬浮窗形式进行呈现,该悬浮窗具体可吸附在书架页面的底部位置处。
图2b示出了书架页面的示意图一。如图2b所示,书架页面包含有第一显示区域21和第二显示区域22,其中,第一显示区域21中呈现有6个用户书籍显示子区域23(虚线围成的区域),每个用户书籍显示子区域23中呈现有相应用户书籍的封面图片。在图2b中,第二显示区域22以悬浮窗形式进行呈现,为了便于用户直观地获知该悬浮窗是用于书籍推荐的,可在悬浮窗中设置用于表明书籍推荐的文本,如图2b中在第二显示区域22中的右上角所标注的“专属推荐”文本。第二显示区域22中呈现有4个推荐书籍显示子区域24(虚线围成的区域),每个推荐书籍显示子区域24呈现有相应推荐书籍的封面图片。
步骤S204,响应于用户在第二显示区域中针对任一领取控件执行的第一触发操作,将该领取控件对应的推荐书籍作为用户书籍添加至第一显示区域中,调整该领取控件对应 的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
其中,第二显示区域中还可呈现每个推荐书籍对应的领取控件,以便用户通过触发领取控件来领取对应的推荐书籍。如图2b所示,每个推荐书籍都具有相对应的领取控件25。当用户想要领取第二显示区域22中的某本推荐书籍时,例如第一本推荐书籍,可通过点击等方式触发该推荐书籍对应的领取控件25,那么响应于用户针对该领取控件25执行的第一触发操作,将第二显示区域22中的第一本推荐书籍作为用户书籍添加至第一显示区域21中,例如添加至第一显示区域21中的第一个用户书籍显示子区域处。
可选地,在用户领取了该推荐书籍之后,该推荐书籍的领取控件25可显示为“已领取”,如图2c所示。若用户书籍是通过用户书籍池进行管理的,那么还需将该用户书籍添加至该用户对应的用户书籍池中。考虑到该用户领取了该推荐书籍,说明该推荐书籍符合该用户的阅读偏好,那么在步骤S204中还可对该领取控件对应的推荐书籍对应的分类权重和标签权重进行调整,例如进行调高处理,以更新用户的用户偏好权重,并且根据当前更新后的用户偏好权重从推荐书籍池中选取一本新的推荐书籍添加至第二显示区域中,以实现对推荐书籍的补充。
步骤S205,响应于用户在第二显示区域中针对书籍调换控件执行的第二触发操作,调整第二显示区域中原有的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
其中,第二显示区域中还可呈现书籍调换控件,以便用户通过触发书籍调换控件来更换第二显示区域中呈现的推荐书籍。如图2b所示,书籍调换控件具体为“换一换”控件26。当用户都不喜欢第二显示区域22中呈现的推荐书籍时,可通过点击等方式触发“换一换”控件26,那么响应于用户针对“换一换”控件26执行的第二触发操作,对第二显示区域22中原有的推荐书籍对应的分类权重和标签权重进行调整,例如进行调低处理,以更新用户的用户偏好权重,并且根据当前更新后的用户偏好权重从推荐书籍池中选取4本新的推荐书籍,利用新的推荐书籍替换第二显示区域22中原有的推荐书籍。可选地,还可从推荐书籍池中移除原有的推荐书籍。
用户对领取控件和书籍调换控件的触发操作,都会影响推荐书籍对应的分类权重和标签权重,使得根据分类权重和标签权重所构建的用户偏好权重得到更新,那么后续进行书籍推荐时,可优先向用户推荐符合其用户偏好权重的推荐书籍,也就是说,加大符合用户阅读偏好的书籍的推荐频次,减少不符合用户阅读偏好的书籍的推荐频次,从而实现个性化的书籍推荐。
可选地,在第二显示区域中还可呈现有偏好调整入口控件,以便用户通过触发偏好调整入口控件跳转至阅读偏好调整页面主动地对自身的阅读偏好进行设置或调整,如图2b所示,偏好调整入口控件具体可为“去调整偏好”控件27。
可选地,响应于用户执行的悬浮窗关闭操作,将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。当第二显示区域以悬浮窗形式进行呈现时,悬浮窗中还具有悬浮窗关 闭控件,如图2b和图2c中在第二显示区域22的右上角所示的控件“×”。当用户不想看到第二显示区域中的具体内容时,可通过点击等方式触发悬浮窗关闭控件来进行关闭,当检测到用户对悬浮窗关闭控件的触发操作时,则确定检测到用户执行的悬浮窗关闭操作,那么响应于用户执行的悬浮窗关闭操作,对悬浮窗进行折叠处理,折叠成悬浮条呈现在书架页面的第一预设位置处。以第一预设位置为书架页面的底部位置为例,假设用户在图2b所显示的书架页面的状态下,点击了第二显示区域22的右上角的控件“×”,那么书架页面将会变化成如图2d所示的书架页面,悬浮窗将会折叠成悬浮条22’呈现在书架页面的底部位置处,即悬浮条22’吸附在书架页面的底部位置处。
步骤S206,响应于用户在书架页面中执行的第一手势滑动操作,沿第一手势滑动操作的滑动方向移动展示第一显示区域中的用户书籍,并将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。
当用户想要从书架页面中查看更多的用户书籍时,可在书架页面中的任意位置处执行第一手势滑动操作,检测用户在书架页面中执行的第一手势滑动操作,其中,第一手势滑动操作可为向上滑动操作或向下滑动操作。接着响应于该第一手势滑动操作,依据第一手势滑动操作的滑动距离确定第一显示区域内容的移动距离,根据该移动距离沿第一手势滑动操作的滑动方向移动展示第一显示区域中的内容,并将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。具体地,以第一预设位置为书架页面的底部位置为例,当第一手势滑动操作为向上滑动操作时,响应于第一手势滑动操作,第一显示区域中的内容对应向上移动展示,同时,将悬浮窗折叠成悬浮条呈现在书架页面的底部位置处;当第一手势滑动操作为向下滑动操作时,响应于第一手势滑动操作,第一显示区域中的内容对应向下移动展示,同时,将悬浮窗折叠成悬浮条呈现在书架页面的底部位置处。
本公开在用户关闭悬浮窗或者对书架页面进行滑动操作时,会将悬浮窗折叠成悬浮条,以使其占用书架页面较小的区域,使得在交互上不会影响用户对书架的操作。
可选地,在将悬浮窗折叠成悬浮条的状态下,若检测到用户在书架页面中执行的沿第一方向滑动的第二手势滑动操作,第一方向为向上的方向,那么响应于第二手势滑动操作,沿第一方向移动展示第一显示区域中的用户书籍,并且隐藏悬浮条,不仅具有交互便捷的优势,而且还进一步提高了用户交互体验。在悬浮条隐藏的状态下,若检测到用户在书架页面中执行的沿第二方向滑动的第三手势滑动操作,第二方向为向下的方向,那么响应于第三手势滑动操作,沿第二方向移动展示第一显示区域中的用户书籍,并且在书架页面的第一预设位置处呈现悬浮条。
具体地,在将悬浮窗折叠成悬浮条的状态下,如图2d所示的书架页面,如果用户在此状态下继续对书架页面执行向上的滑动操作,说明用户想要从第一显示区域中查看到下面所排列的更多的用户书籍,该滑动操作与第二显示区域无关,那么响应于该滑动操作,向上移动展示第一显示区域中的用户书籍,并且为了不妨碍用户查看用户书籍,可隐藏悬浮条;在悬浮条隐藏的状态下,如果用户在此状态下继续对书架页面执行向下的滑动操作,说明用户想要从第一显示区域中查看到上面所排列的更多的用户书籍,而悬浮条在隐藏之前原本是呈现在书架页面的底部位置处,并不妨碍用户查看用户书籍,那么响应于该滑动 操作,向下移动展示第一显示区域中的用户书籍,并且可在书架页面的底部位置处呈现悬浮条。
可选地,在将悬浮窗折叠成悬浮条的状态下,当用户想要查看悬浮窗中的推荐书籍时,用户可点击悬浮条,那么响应于用户针对悬浮条执行的第三触发操作,将悬浮条展开成悬浮窗进行呈现。
可选地,还可周期性地对第二显示区域中的推荐书籍进行更新。例如每隔预设时间间隔(如每小时)从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。对于新用户,采用新用户对应的书籍推荐策略进行推荐书籍的选取处理,而对于老用户,则采用老用户对应的书籍推荐策略进行推荐书籍的选取处理,从而实时更新推荐书籍,使得用户在书架页面中可实时地接收到个性化的推荐书籍,所推荐的推荐书籍能够较好地符合用户的阅读偏好,无需再切换至书城等页面中费力进行书籍搜索。
可选地,该方法还包括:实时地获取用户针对书籍的用户交互行为数据,根据用户交互行为数据,更新用户偏好权重,其中,用户交互行为数据可包括与书籍相关联的以下数据中的至少一种:书籍阅读数据、书籍购买数据、书籍下载数据、书籍详情查看数据、评论数据和/或点赞数据等。若用户偏好权重发生变化,则根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍,从而实时更新用户偏好权重,并随之更新第二显示区域中的推荐书籍,使得推荐更加精准,以便更为及时地向用户推荐符合其阅读偏好的书籍。
可选地,在将悬浮窗折叠成悬浮条的状态下,若第二显示区域中添加有新的推荐书籍,即第二显示区域中包含有新的推荐书籍时,则将悬浮条展开成悬浮窗进行呈现,以便用户及时查看到新的推荐书籍。
另外,除非冲突,本实施例不限定各步骤的先后执行顺序。例如,步骤S204至步骤S206的具体执行顺序可根据实际检测到触发操作和手势滑动操作的顺序来确定,此处不做限定。若先检测到用户针对书籍调换控件执行的第二触发操作,后检测到用户针对任一领取控件执行的第一触发操作,则先执行步骤S205再执行步骤S204。
利用本实施例提供的书架页面的书籍推荐方法,在书架页面中利用第一显示区域呈现用户书籍,利用第二显示区域呈现推荐书籍,第一显示区域和第二显示区域相互独立,使得用户书籍和推荐书籍能够得到有效隔离与区分,便于用户查看,且在交互上不会影响用户对书架的操作;并且用户在书架页面中可实时地接收到个性化的推荐书籍,无需再切换至书城等页面中费力进行书籍搜索,且所推荐的推荐书籍能够较好地符合用户的阅读偏好,便于用户从中找到感兴趣的书籍,实现了书籍精准推荐,有效地提升了书籍推荐效果。
图3a示出了根据本公开实施例三的一种书架页面的书籍推荐方法的流程示意图,如图3a所示,该方法包括如下步骤:
步骤S301,检测用户执行的书架访问操作。
步骤S302,响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍。
对于步骤S301至步骤S302的介绍,可参照步骤S101至步骤S102以及步骤S201至步骤S202的介绍,此处不再赘述。
步骤S303,呈现包含有第一显示区域和第二显示区域的书架页面。
其中,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。第一显示区域中可呈现有多个用户书籍显示子区域,每个用户书籍显示子区域可呈现有相应用户书籍的书籍信息以及书籍阅读信息等。具体地,第二显示区域可为书架页面的第二预设位置处对应的显示区域,本领域技术人员可根据实际需要对第二预设位置进行设置,例如可将第二预设位置设置为书架页面的第三排书籍对应的显示区域。
图3b示出了书架页面的示意图四,如图3b所示,书架页面包含有第一显示区域31和第二显示区域32,其中,第一显示区域31中呈现有6个用户书籍显示子区域33(虚线围成的区域),每个用户书籍显示子区域33中呈现有相应用户书籍的封面图片。在图3b中,第二显示区域32为书架页面的书架页面的第三排书籍对应的显示区域,第二显示区域中32呈现有3个推荐书籍显示子区域34(虚线围成的区域),每个推荐书籍显示子区域34呈现有相应推荐书籍的封面图片,为了便于用户直观地从书架中识别出推荐书籍,第二显示区域34中还呈现每个推荐书籍对应的推荐标签35。
步骤S304,响应于用户在第二显示区域中针对任一推荐书籍执行的第四触发操作,去除推荐书籍对应的推荐标签,并调整推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重。
如果用户通过点击等方式触发了某本推荐书籍,相当于用户领取了该推荐书籍,那么响应于用户针对该推荐书籍执行的第四触发操作,去除推荐书籍对应的推荐标签。并且,考虑到该用户触发了该推荐书籍,说明该推荐书籍符合该用户的阅读偏好,那么在步骤S304中还可对第四触发操作对应的推荐书籍对应的分类权重和标签权重进行调整,例如进行调高处理,以更新用户的用户偏好权重。若用户书籍是通过用户书籍池进行管理的,那么还需将该推荐书籍作为用户书籍添加至该用户对应的用户书籍池中。
在一种可选的实施方式中,在去除了推荐书籍对应的推荐标签之后,该推荐书籍可作为用户书籍直接立即添加至第一显示区域中,并从推荐书籍池中选取一本新的推荐书籍补充至第二显示区域中,具体地,可通过步骤S305进行实现。
步骤S305,将推荐书籍作为用户书籍移至第一显示区域中进行呈现,并从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
在去除了推荐书籍对应的推荐标签之后,将推荐书籍作为用户书籍移至第一显示区域中进行呈现,由于该推荐书籍被移至第一显示区域中,使得第二显示区域中空闲出了一个用于呈现推荐书籍的区域,那么可根据当前更新后的用户偏好权重从推荐书籍池中选取一本新的推荐书籍添加至第二显示区域中,以实现对推荐书籍的补充。
在另一种可选的实施方式中,在去除了推荐书籍对应的推荐标签之后,可以以未携带有推荐标签的状态继续呈现在第二显示区域中,直至用户下一次访问书架页面时再移至第一显示区域中进行呈现,并从推荐书籍池中选取新的推荐书籍自动地添加至第二显示区域 中。
可选地,还可周期性地对第二显示区域中的推荐书籍进行更新。例如每隔预设时间间隔(如每小时)从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。对于新用户,采用新用户对应的书籍推荐策略进行推荐书籍的选取处理,而对于老用户,则采用老用户对应的书籍推荐策略进行推荐书籍的选取处理,从而实时更新推荐书籍,使得用户在书架页面中可实时地接收到个性化的推荐书籍,所推荐的推荐书籍能够较好地符合用户的阅读偏好,无需再切换至书城等页面中费力进行书籍搜索。以图3b所示的书架页面为例,可周期性地从推荐书籍池中选取3本新的推荐书籍,在进行书籍推送时,优先利用新的推荐书籍覆盖第二显示区域34中携带有推荐标签的推荐书籍。
可选地,该方法还包括:实时地获取用户针对书籍的用户交互行为数据,根据用户交互行为数据,更新用户偏好权重。若用户偏好权重发生变化,则根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍,从而实时更新用户偏好权重,并随之更新第二显示区域中的推荐书籍,使得推荐更加精准,以便更为及时地向用户推荐符合其阅读偏好的书籍。
利用本实施例提供的书架页面的书籍推荐方法,在书架页面中利用不同的显示区域呈现用户书籍和推荐书籍,用户通过查看书籍是否携带有推荐标签即可便捷、直观地区分出用户书籍和推荐书籍;用户在书架页面中可实时地接收到个性化的推荐书籍,无需再切换至书城等页面中费力进行书籍搜索,并且通过对推荐书籍进行点击即可完成对推荐书籍的领取,极大地方便了用户操作,且所推荐的推荐书籍能够较好地符合用户的阅读偏好,实现了书籍精准推荐,有效地提升了书籍推荐效果。
实施例四
本公开实施例四提供了一种非易失性计算机可读存储介质,该非易失性计算机可读存储介质存储有至少一可执行指令,该可执行指令可执行上述任意方法实施例中的书架页面的书籍推荐方法。
可执行指令具体可以用于使得处理器执行以下操作:检测用户执行的书架访问操作;响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;呈现包含有第一显示区域和第二显示区域的书架页面,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:对书籍库中的书籍进行分类,为各个书籍添加符合书籍内容的书籍标签,并设置各个书籍分类的分类权重和各个书籍标签的标签权重;从书籍库中选取每个书籍分类下或者每个书籍标签下的书籍,构建推荐书籍池。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:根据各个书籍分类的分类权重和各个书籍标签的标签权重,构建用户偏好权重。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:判断用户的账 号为新用户账号还是老用户账号;若为新用户账号,则从推荐书籍池中选取各个书籍分类下或者各个书籍标签下的推荐书籍;若为老用户账号,则根据用户的用户偏好权重从推荐书籍池中选取推荐书籍。
在一种可选的实施方式中,第二显示区域中还呈现每个推荐书籍对应的领取控件;可执行指令进一步使处理器执行以下操作:响应于用户在第二显示区域中针对任一领取控件执行的第一触发操作,将该领取控件对应的推荐书籍作为用户书籍添加至第一显示区域中,调整该领取控件对应的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
在一种可选的实施方式中,第二显示区域中还呈现书籍调换控件;可执行指令进一步使处理器执行以下操作:响应于用户在第二显示区域中针对书籍调换控件执行的第二触发操作,调整第二显示区域中原有的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:从推荐书籍池中移除原有的推荐书籍。
在一种可选的实施方式中,第二显示区域以悬浮窗形式进行呈现;可执行指令进一步使处理器执行以下操作:响应于用户执行的悬浮窗关闭操作,将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。
在一种可选的实施方式中,第二显示区域以悬浮窗形式进行呈现;可执行指令进一步使处理器执行以下操作:响应于用户在书架页面中执行的第一手势滑动操作,沿第一手势滑动操作的滑动方向移动展示第一显示区域中的用户书籍,并将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:响应于用户在书架页面中执行的沿第一方向滑动的第二手势滑动操作,沿第一方向移动展示第一显示区域中的用户书籍,并隐藏悬浮条。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:响应于用户在书架页面中执行的沿第二方向滑动的第三手势滑动操作,沿第二方向移动展示第一显示区域中的用户书籍,并在书架页面的第一预设位置处呈现悬浮条。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:若第二显示区域中添加有新的推荐书籍,则将悬浮条展开成悬浮窗进行呈现。
在一种可选的实施方式中,第二显示区域为书架页面的第二预设位置处对应的显示区域,第二显示区域中还呈现每个推荐书籍对应的推荐标签;可执行指令进一步使处理器执行以下操作:响应于用户在第二显示区域中针对任一推荐书籍执行的第四触发操作,去除推荐书籍对应的推荐标签,并调整推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:将推荐书籍作 为用户书籍移至第一显示区域中进行呈现,并从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:每隔预设时间间隔从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
在一种可选的实施方式中,可执行指令进一步使处理器执行以下操作:获取用户针对书籍的用户交互行为数据,根据用户交互行为数据,更新用户偏好权重;若用户偏好权重发生变化,则根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
实施例五
图4示出了根据本公开实施例五的计算设备的结构示意图,本公开具体实施例并不对计算设备的具体实现做限定。
如图4所示,该计算设备可以包括:处理器(processor)402、通信接口(Communications Interface)404、存储器(memory)406、以及通信总线408。
其中:
处理器402、通信接口404、以及存储器406通过通信总线408完成相互间的通信。
通信接口404,用于与其它设备比如客户端或其它服务器等的网元通信。
处理器402,用于执行程序410,具体可以执行上述书架页面的书籍推荐方法实施例中的相关步骤。
具体地,程序410可以包括程序代码,该程序代码包括计算机操作指令。
处理器402可能是中央处理器CPU,或者是特定集成电路ASIC(Application Specific Integrated Circuit),或者是被配置成实施本公开实施例的一个或多个集成电路。计算设备包括的一个或多个处理器,可以是同一类型的处理器,如一个或多个CPU;也可以是不同类型的处理器,如一个或多个CPU以及一个或多个ASIC。
存储器406,用于存放程序410。存储器406可能包含高速RAM存储器,也可能还包括非易失性存储器(non-volatile memory),例如至少一个磁盘存储器。
程序410具体可以用于使得处理器402执行以下操作:检测用户执行的书架访问操作;响应于书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;呈现包含有第一显示区域和第二显示区域的书架页面,第一显示区域用于呈现用户书籍,第二显示区域用于呈现推荐书籍。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:对书籍库中的书籍进行分类,为各个书籍添加符合书籍内容的书籍标签,并设置各个书籍分类的分类权重和各个书籍标签的标签权重;从书籍库中选取每个书籍分类下或者每个书籍标签下的书籍,构建推荐书籍池。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:根据各个 书籍分类的分类权重和各个书籍标签的标签权重,构建用户偏好权重。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:判断用户的账号为新用户账号还是老用户账号;若为新用户账号,则从推荐书籍池中选取各个书籍分类下或者各个书籍标签下的推荐书籍;若为老用户账号,则根据用户的用户偏好权重从推荐书籍池中选取推荐书籍。
在一种可选的实施方式中,第二显示区域中还呈现每个推荐书籍对应的领取控件;程序410进一步使得处理器402执行以下操作:响应于用户在第二显示区域中针对任一领取控件执行的第一触发操作,将该领取控件对应的推荐书籍作为用户书籍添加至第一显示区域中,调整该领取控件对应的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
在一种可选的实施方式中,第二显示区域中还呈现书籍调换控件;程序410进一步使得处理器402执行以下操作:响应于用户在第二显示区域中针对书籍调换控件执行的第二触发操作,调整第二显示区域中原有的推荐书籍对应的分类权重和标签权重以更新用户的用户偏好权重,并根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:从推荐书籍池中移除原有的推荐书籍。
在一种可选的实施方式中,第二显示区域以悬浮窗形式进行呈现;程序410进一步使得处理器402执行以下操作:响应于用户执行的悬浮窗关闭操作,将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。
在一种可选的实施方式中,第二显示区域以悬浮窗形式进行呈现;程序410进一步使得处理器402执行以下操作:响应于用户在书架页面中执行的第一手势滑动操作,沿第一手势滑动操作的滑动方向移动展示第一显示区域中的用户书籍,并将悬浮窗折叠成悬浮条呈现在书架页面的第一预设位置处。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:响应于用户在书架页面中执行的沿第一方向滑动的第二手势滑动操作,沿第一方向移动展示第一显示区域中的用户书籍,并隐藏悬浮条。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:响应于用户在书架页面中执行的沿第二方向滑动的第三手势滑动操作,沿第二方向移动展示第一显示区域中的用户书籍,并在书架页面的第一预设位置处呈现悬浮条。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:若第二显示区域中添加有新的推荐书籍,则将悬浮条展开成悬浮窗进行呈现。
在一种可选的实施方式中,第二显示区域为书架页面的第二预设位置处对应的显示区域,第二显示区域中还呈现每个推荐书籍对应的推荐标签;程序410进一步使得处理器402执行以下操作:响应于用户在第二显示区域中针对任一推荐书籍执行的第四触发操作,去除推荐书籍对应的推荐标签,并调整推荐书籍对应的分类权重和标签权重以更新用 户的用户偏好权重。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:将推荐书籍作为用户书籍移至第一显示区域中进行呈现,并从推荐书籍池中选取新的推荐书籍添加至第二显示区域中。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:每隔预设时间间隔从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
在一种可选的实施方式中,程序410进一步使得处理器402执行以下操作:获取用户针对书籍的用户交互行为数据,根据用户交互行为数据,更新用户偏好权重;若用户偏好权重发生变化,则根据用户偏好权重从推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换第二显示区域中原有的推荐书籍。
程序410中各步骤的具体实现可以参见上述书架页面的书籍推荐实施例中的相应步骤对应的描述,在此不赘述。所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的设备的具体工作过程,可以参考前述方法实施例中的对应过程描述,在此不再赘述。
通过本实施例提供的方案,在书架页面中利用第一显示区域呈现用户书籍,利用第二显示区域呈现推荐书籍,在现有的书架页面中增加了书籍推荐功能,通过书架页面不仅能够呈现用户书籍,而且还能够向用户推荐书籍,使得用户在书架页面中即可方便地获取到推荐书籍,有效地提升了书籍推荐效果。
在此提供的算法和显示不与任何特定计算机、虚拟系统或者其它设备固有相关。各种通用系统也可以与基于在此的示教一起使用。根据上面的描述,构造这类系统所要求的结构是显而易见的。此外,本公开也不针对任何特定编程语言。应当明白,可以利用各种编程语言实现在此描述的本公开的内容,并且上面对特定语言所做的描述是为了披露本公开的最佳实施方式。
在此处所提供的说明书中,说明了大量具体细节。然而,能够理解,本公开的实施例可以在没有这些具体细节的情况下实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。
类似地,应当理解,为了精简本公开并帮助理解各个公开方面中的一个或多个,在上面对本公开的示例性实施例的描述中,本公开的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而,并不应将该公开的方法解释成反映如下意图:即所要求保护的本公开要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说,如权利要求书所反映的那样,公开方面在于少于前面公开的单个实施例的所有特征。因此,遵循具体实施方式的权利要求书由此明确地并入该具体实施方式,其中每个权利要求本身都作为本公开的单独实施例。
本领域那些技术人员可以理解,可以对实施例中的设备中的模块进行自适应性地改变并且把它们设置在与该实施例不同的一个或多个设备中。可以把实施例中的模块或单元或 组件组合成一个模块或单元或组件,以及此外可以把它们分成多个子模块或子单元或子组件。除了这样的特征和/或过程或者单元中的至少一些是相互排斥之外,可以采用任何组合对本说明书(包括伴随的权利要求、摘要和附图)中公开的所有特征以及如此公开的任何方法或者设备的所有过程或单元进行组合。除非另外明确陈述,本说明书(包括伴随的权利要求、摘要和附图)中公开的每个特征可以由提供相同、等同或相似目的的替代特征来代替。
此外,本领域的技术人员能够理解,尽管在此所述的一些实施例包括其它实施例中所包括的某些特征而不是其它特征,但是不同实施例的特征的组合意味着处于本公开的范围之内并且形成不同的实施例。例如,在权利要求书中,所要求保护的实施例的任意之一都可以以任意的组合方式来使用。
应该注意的是上述实施例对本公开进行说明而不是对本公开进行限制,并且本领域技术人员在不脱离所附权利要求的范围的情况下可设计出替换实施例。在权利要求中,不应将位于括号之间的任何参考符号构造成对权利要求的限制。单词“包含”不排除存在未列在权利要求中的元件或步骤。位于元件之前的单词“一”或“一个”不排除存在多个这样的元件。本公开可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。

Claims (34)

  1. 一种书架页面的书籍推荐方法,包括:
    检测用户执行的书架访问操作;
    响应于所述书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;
    呈现包含有第一显示区域和第二显示区域的书架页面,所述第一显示区域用于呈现所述用户书籍,所述第二显示区域用于呈现所述推荐书籍。
  2. 根据权利要求1所述的方法,在从推荐书籍池中选取推荐书籍之前,所述方法还包括:
    对书籍库中的书籍进行分类,为各个书籍添加符合书籍内容的书籍标签,并设置各个书籍分类的分类权重和各个书籍标签的标签权重;
    从所述书籍库中选取每个书籍分类下或者每个书籍标签下的书籍,构建推荐书籍池。
  3. 根据权利要求2所述的方法,所述方法还包括:根据各个书籍分类的分类权重和各个书籍标签的标签权重,构建用户偏好权重。
  4. 根据权利要求1-3任一项所述的方法,所述从推荐书籍池中选取推荐书籍进一步包括:
    判断所述用户的账号为新用户账号还是老用户账号;
    若为新用户账号,则从推荐书籍池中选取各个书籍分类下或者各个书籍标签下的推荐书籍;
    若为老用户账号,则根据所述用户的用户偏好权重从推荐书籍池中选取推荐书籍。
  5. 根据权利要求1-4任一项所述的方法,所述第二显示区域中还呈现每个推荐书籍对应的领取控件;所述方法还包括:
    响应于用户在所述第二显示区域中针对任一领取控件执行的第一触发操作,将该领取控件对应的推荐书籍作为用户书籍添加至所述第一显示区域中,调整该领取控件对应的推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重,并根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍添加至所述第二显示区域中。
  6. 根据权利要求1-5任一项所述的方法,所述第二显示区域中还呈现书籍调换控件;所述方法还包括:
    响应于用户在所述第二显示区域中针对所述书籍调换控件执行的第二触发操作,调整所述第二显示区域中原有的推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重,并根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  7. 根据权利要求6所述的方法,所述方法还包括:从所述推荐书籍池中移除所述原有的推荐书籍。
  8. 根据权利要求1-7任一项所述的方法,所述第二显示区域以悬浮窗形式进行呈现;所述方法还包括:
    响应于用户执行的悬浮窗关闭操作,将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处。
  9. 根据权利要求1-8任一项所述的方法,所述第二显示区域以悬浮窗形式进行呈现; 所述方法还包括:
    响应于用户在所述书架页面中执行的第一手势滑动操作,沿所述第一手势滑动操作的滑动方向移动展示所述第一显示区域中的用户书籍,并将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处。
  10. 根据权利要求8或9所述的方法,在将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处之后,所述方法还包括:
    响应于用户在所述书架页面中执行的沿第一方向滑动的第二手势滑动操作,沿所述第一方向移动展示所述第一显示区域中的用户书籍,并隐藏所述悬浮条。
  11. 根据权利要求10所述的方法,在隐藏所述悬浮条之后,所述方法还包括:
    响应于用户在所述书架页面中执行的沿第二方向滑动的第三手势滑动操作,沿所述第二方向移动展示所述第一显示区域中的用户书籍,并在所述书架页面的第一预设位置处呈现所述悬浮条。
  12. 根据权利要求8-11任一项所述的方法,在将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处之后,所述方法还包括:
    若所述第二显示区域中添加有新的推荐书籍,则将所述悬浮条展开成悬浮窗进行呈现。
  13. 根据权利要求1-4任一项所述的方法,所述第二显示区域为所述书架页面的第二预设位置处对应的显示区域,所述第二显示区域中还呈现每个推荐书籍对应的推荐标签;所述方法还包括:
    响应于用户在所述第二显示区域中针对任一推荐书籍执行的第四触发操作,去除所述推荐书籍对应的推荐标签,并调整所述推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重。
  14. 根据权利要求13所述的方法,在去除所述推荐书籍对应的推荐标签之后,所述方法还包括:
    将所述推荐书籍作为用户书籍移至所述第一显示区域中进行呈现,并从所述推荐书籍池中选取新的推荐书籍添加至所述第二显示区域中。
  15. 根据权利要求1-14任一项所述的方法,所述方法还包括:
    每隔预设时间间隔从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  16. 根据权利要求1-15任一项所述的方法,所述方法还包括:
    获取用户针对书籍的用户交互行为数据,根据所述用户交互行为数据,更新用户偏好权重;
    若所述用户偏好权重发生变化,则根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  17. 一种计算设备,包括:处理器、存储器、通信接口和通信总线,所述处理器、所述存储器和所述通信接口通过所述通信总线完成相互间的通信;
    所述存储器用于存放至少一可执行指令,所述可执行指令使所述处理器执行以下操作:
    检测用户执行的书架访问操作;
    响应于所述书架访问操作,获取已存储的用户书籍,并从推荐书籍池中选取推荐书籍;
    呈现包含有第一显示区域和第二显示区域的书架页面,所述第一显示区域用于呈现所述用户书籍,所述第二显示区域用于呈现所述推荐书籍。
  18. 根据权利要求17所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    对书籍库中的书籍进行分类,为各个书籍添加符合书籍内容的书籍标签,并设置各个书籍分类的分类权重和各个书籍标签的标签权重;
    从所述书籍库中选取每个书籍分类下或者每个书籍标签下的书籍,构建推荐书籍池。
  19. 根据权利要求18所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    根据各个书籍分类的分类权重和各个书籍标签的标签权重,构建用户偏好权重。
  20. 根据权利要求17-19任一项所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    判断所述用户的账号为新用户账号还是老用户账号;
    若为新用户账号,则从推荐书籍池中选取各个书籍分类下或者各个书籍标签下的推荐书籍;
    若为老用户账号,则根据所述用户的用户偏好权重从推荐书籍池中选取推荐书籍。
  21. 根据权利要求17-20任一项所述的计算设备,所述第二显示区域中还呈现每个推荐书籍对应的领取控件;所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述第二显示区域中针对任一领取控件执行的第一触发操作,将该领取控件对应的推荐书籍作为用户书籍添加至所述第一显示区域中,调整该领取控件对应的推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重,并根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍添加至所述第二显示区域中。
  22. 根据权利要求17-21任一项所述的计算设备,所述第二显示区域中还呈现书籍调换控件;所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述第二显示区域中针对所述书籍调换控件执行的第二触发操作,调整所述第二显示区域中原有的推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重,并根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  23. 根据权利要求22所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    从所述推荐书籍池中移除所述原有的推荐书籍。
  24. 根据权利要求17-23任一项所述的计算设备,所述第二显示区域以悬浮窗形式进行呈现;所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户执行的悬浮窗关闭操作,将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处。
  25. 根据权利要求17-24任一项所述的计算设备,所述第二显示区域以悬浮窗形式进 行呈现;所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述书架页面中执行的第一手势滑动操作,沿所述第一手势滑动操作的滑动方向移动展示所述第一显示区域中的用户书籍,并将所述悬浮窗折叠成悬浮条呈现在所述书架页面的第一预设位置处。
  26. 根据权利要求24或25所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述书架页面中执行的沿第一方向滑动的第二手势滑动操作,沿所述第一方向移动展示所述第一显示区域中的用户书籍,并隐藏所述悬浮条。
  27. 根据权利要求26所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述书架页面中执行的沿第二方向滑动的第三手势滑动操作,沿所述第二方向移动展示所述第一显示区域中的用户书籍,并在所述书架页面的第一预设位置处呈现所述悬浮条。
  28. 根据权利要求24-27任一项所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    若所述第二显示区域中添加有新的推荐书籍,则将所述悬浮条展开成悬浮窗进行呈现。
  29. 根据权利要求17-20任一项所述的计算设备,所述第二显示区域为所述书架页面的第二预设位置处对应的显示区域,所述第二显示区域中还呈现每个推荐书籍对应的推荐标签;所述可执行指令进一步使所述处理器执行以下操作:
    响应于用户在所述第二显示区域中针对任一推荐书籍执行的第四触发操作,去除所述推荐书籍对应的推荐标签,并调整所述推荐书籍对应的分类权重和标签权重以更新所述用户的用户偏好权重。
  30. 根据权利要求29所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    将所述推荐书籍作为用户书籍移至所述第一显示区域中进行呈现,并从所述推荐书籍池中选取新的推荐书籍添加至所述第二显示区域中。
  31. 根据权利要求17-30任一项所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    每隔预设时间间隔从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  32. 根据权利要求17-31任一项所述的计算设备,所述可执行指令进一步使所述处理器执行以下操作:
    获取用户针对书籍的用户交互行为数据,根据所述用户交互行为数据,更新用户偏好权重;
    若所述用户偏好权重发生变化,则根据所述用户偏好权重从所述推荐书籍池中选取新的推荐书籍,利用新的推荐书籍替换所述第二显示区域中原有的推荐书籍。
  33. 一种非易失性计算机可读存储介质,所述非易失性计算机可读存储介质中存储有 至少一可执行指令,所述可执行指令使处理器执行如权利要求1-16中任一项所述的书架页面的书籍推荐方法对应的操作。
  34. 一种计算机程序产品,该计算机程序产品包括存储在非易失性计算机可读存储介质上的计算程序,该计算机程序包括程序指令,当该程序指令被处理器执行时,使该处理器执行前述任一权利要求1-16所述的书架页面的书籍推荐方法对应的操作。
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