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CN106776910A - The display methods and device of a kind of Search Results - Google Patents

The display methods and device of a kind of Search Results Download PDF

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Publication number
CN106776910A
CN106776910A CN201611085604.6A CN201611085604A CN106776910A CN 106776910 A CN106776910 A CN 106776910A CN 201611085604 A CN201611085604 A CN 201611085604A CN 106776910 A CN106776910 A CN 106776910A
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CN
China
Prior art keywords
book
search results
result
search
clustering
Prior art date
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Pending
Application number
CN201611085604.6A
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Chinese (zh)
Inventor
杨延龙
张燕鹏
陈学
兰华明
孙刚
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MIGU Digital Media Co Ltd
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MIGU Digital Media Co Ltd
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Priority to CN201611085604.6A priority Critical patent/CN106776910A/en
Publication of CN106776910A publication Critical patent/CN106776910A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/957Browsing optimisation, e.g. caching or content distillation
    • G06F16/9577Optimising the visualization of content, e.g. distillation of HTML documents
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2216/00Indexing scheme relating to additional aspects of information retrieval not explicitly covered by G06F16/00 and subgroups
    • G06F2216/03Data mining

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The invention discloses a kind of display methods of Search Results, methods described includes:Obtain the Search Results corresponding with the search information of books;According to the attribute information of books in the Search Results, the Search Results are classified or clustered, and the classification results or the cluster result are shown with the exhibition method of books set.The present invention further simultaneously discloses a kind of display device of Search Results.

Description

Search result display method and device
Technical Field
The invention relates to an information display technology, in particular to a method and a device for displaying a search result.
Background
When a user searches for a desired book on the internet using a search engine, the user usually enters a book keyword in an information input box of the search engine to perform the search. For example, information such as a book name, an author, or a publishing company is input in the information input box, and after the information is input, a click search is performed, and the search engine returns a large number of search results, that is, a plurality of books related to the input information according to the matching degree with the search information input by the user. According to a large number of search results, a user cannot quickly search for a book desired by the user, and the efficiency of searching for the book by the user is low.
Disclosure of Invention
In order to solve the existing technical problem, embodiments of the present invention desirably provide a method and an apparatus for displaying a search result, which enable a user to quickly obtain a desired book in the search result.
The technical scheme of the embodiment of the invention is realized as follows:
according to an aspect of an embodiment of the present invention, there is provided a method for displaying search results, the method including:
acquiring a search result corresponding to the search information of the book;
and classifying or clustering the search results according to the attribute information of the books in the search results, and displaying the classification results or the clustering results in a book set display mode.
In the above solution, before the classifying or clustering the search results according to the attribute information of the books in the search results, the method further includes:
according to the characteristic information of the books in the search results, carrying out priority ranking on the search results and obtaining priority ranking information;
the displaying the classification result or the clustering result in a book set display mode comprises the following steps:
and displaying the book set and the classification result or the clustering result in the book set according to the priority information.
In the above solution, before the displaying the classification result or the clustering result in the book collection display manner, the method further includes:
naming the book set according to the attribute information of the books;
the displaying the classification result or the clustering result in a book set display mode further comprises:
and displaying the classification result or the clustering result in a book set display mode according to the name.
In the foregoing solution, the clustering the search results according to the attribute information of the books in the search results includes:
and determining an event according to the attribute information of the book, and clustering the search result based on the event by using a clustering algorithm.
In the above scheme, the classifying the search results according to the attribute information of the books in the search results includes:
determining attribute information of each book in the search result;
and classifying the books with the same attribute information in the search result into one type according to the attribute information.
According to another aspect of embodiments of the present invention, there is provided a display apparatus of search results, the apparatus including:
the device comprises an acquisition unit, a processing unit and a display unit; wherein,
the acquisition unit is used for acquiring a search result corresponding to the search information of the book;
the processing unit is used for classifying or clustering the search results according to the attribute information of the books in the search results acquired by the acquisition unit;
and the display unit is used for displaying the classification result or the clustering result in a book set display mode.
In the above scheme, the processing unit is further configured to perform priority ranking on the search results according to the feature information of the books in the search results, and obtain priority ranking information;
the display unit is specifically configured to display a book set and the classification result or the clustering result in the book set according to the priority information.
In the above solution, the processing unit is further configured to name the book set according to the attribute information of the book;
and the display unit is specifically used for displaying the classification result or the clustering result in a book set display mode according to the name.
In the foregoing scheme, the processing unit is specifically configured to determine an event according to the attribute information of the book, and perform clustering on the search result obtained by the obtaining unit based on the event by using a clustering algorithm.
In the above scheme, the processing unit is further configured to determine attribute information of each book in the search result; and classifying the books with the same attribute information in the search result into one type according to the attribute information.
The embodiment of the invention provides a method and a device for displaying search results, wherein the search results corresponding to the search information of books are obtained; and classifying or clustering the search results according to the attribute information of the books in the search results, and displaying the classification results or the clustering results in a book set display mode. Therefore, a large number of search results are classified or clustered and then displayed in a book set display mode, the display number of the search results is reduced, and the efficiency of searching books is improved. In addition, the efficiency of searching books can be further improved by naming the book sets by the user.
Drawings
FIG. 1 is a schematic flow chart illustrating a method for displaying search results according to an embodiment of the present invention;
FIG. 2 is a diagram illustrating a search result display according to the prior art;
FIG. 3 is a schematic diagram illustrating a search result display according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a display device for search results according to an embodiment of the present invention.
Detailed Description
The following detailed description of embodiments of the invention refers to the accompanying drawings. It should be understood that the detailed description and specific examples, while indicating the present invention, are given by way of illustration and explanation only, not limitation.
FIG. 1 is a schematic flow chart illustrating a method for displaying search results according to an embodiment of the present invention; as shown in fig. 1, the method includes:
step 101, obtaining a search result corresponding to the book search information;
here, when a user searches for a book by a search engine on the internet, a keyword of a desired book, for example, a name of the book, a name of an author of the book, a name of a publishing company of the book, and the like, is first input in an information search box of the search engine. Then, the search engine acquires the search result matched with the keyword from the database according to the keyword. FIG. 2 is a diagram illustrating a search result display according to the prior art; as shown in fig. 2, after the user inputs the book keyword "tomb" in the information search box 201 of the search engine, the search engine queries in the database according to the keyword "tomb", and 756 matching information related to "tomb" are displayed in the display area 202 according to the query result. However, in the embodiment of the present invention, the search result is not displayed at this time.
And 102, classifying or clustering the search results according to the attribute information of the books in the search results, and displaying the classification results or the clustering results in a book set display mode.
Here, after the search result corresponding to the book search information is acquired, the search result is classified or clustered according to the book attribute information in the search result. Wherein the attribute information of the book includes: author, title, book category, publishing house, year of publication, etc. One attribute information in the book can be used as a classification standard, and a plurality of attribute information in the book can also be used as a classification standard. For example, in fig. 2, the author is "southern three tertiary", or the name includes "night tomb note", or the author + the title "southern three tertiary + night tomb note" is classified, and so on.
In the embodiment of the present invention, the classifying is to classify books with the same author in the search result into one class, or classify books with the same name in the search result into one class, or classify books with the same category in the search result into one class, and the like according to the attribute information in the books after determining the attribute information of each book in the search result. The clustering is to determine an event according to the attribute information of the book, and the event may specifically be an attribute value corresponding to the attribute information of the book. For example, if the attribute information is an author, counting the number of times of occurrence of the attribute information, obtaining a statistical result, and taking the statistical result as an attribute value of the attribute information. And then, clustering the books in the search result into a plurality of categories based on the attribute values according to a clustering algorithm. In the embodiment of the invention, the clustering algorithm can be a K-means clustering algorithm, and because the clustering algorithm is the prior art, the clustering algorithm is not explained in detail.
And when the classification result or the clustering result contains two or more books, displaying the book set of the classification in the form of a folder or a bookshelf, and naming the folder or the bookshelf. The naming is not limited, and may be determined according to the category.
And when only one book exists in the classification result or the clustering result, directly displaying the name of the book in the classification. Of course, when only one book is in the category, the books in the category may be displayed in the form of a folder or a bookshelf, and a method of creating a folder or a bookshelf for a single book is the same as a method of creating a folder or a bookshelf for a plurality of books, and will not be repeated here.
FIG. 3 is a diagram illustrating a method for displaying search results according to an embodiment of the present invention; as shown in fig. 3, the book name displayed in the display area 202 includes "tomb stealing notes" and "tomb stealing king" as one category. Because the category of the tomb stealing notes comprises four books, a folder is created for the category, and the folder is named as a tomb stealing note series and then displayed in the display area 202; because the category of the King of the cemetery only contains a book, the name of the book, namely the King of the cemetery, can be directly displayed in the display area 202; a folder may also be created for this category and displayed in the display area 202 after naming the folder "King of cemetery". Thus, a large number of search results are divided into different categories and then displayed in the display area 202 in a book set display mode, a user can directly check the search results according to the names of the folders, and the efficiency of the user for searching books is greatly improved.
In this embodiment of the present invention, before the classifying or clustering the search results according to the attribute information of the books in the search results, the method further includes:
according to the characteristic information of the books in the search results, carrying out priority ranking on the search results and obtaining priority ranking information;
the displaying the classification result or the clustering result in a book set display mode comprises the following steps:
and displaying the book set and the classification result or the clustering result in the book set according to the priority information.
Before the search results are classified or clustered, the search results are sorted according to the feature information of each book in the search results, and priority information is obtained. Wherein the priority order bit information includes first priority order bit information and second priority order bit information. For example, the search results are prioritized according to the characteristic information of book relevance, click rate, reading amount, and the like, and then the first priority information is obtained. And then after the search results are classified or clustered, displaying the book set and the classification results or the clustering results in the book set according to the first priority order information. For example, before the search results are classified or clustered, fig. 2 shows that "tomb stealing note 1", "tomb stealing note 3", "tomb stealing note 8", "tomb stealing king", "tomb stealing note, youth, and seas" rank 1, 2, 3, 4, 5, and 6 in the search results respectively. Since "embezzling note 1" is ranked in the 1 st rank in the search results before classification or clustering, after the search results are classified or clustered, as shown in fig. 3, folders of "embezzling note series" are also ranked in the first rank for display; the folder of "King of embezzled tomb" is arranged at the 2 nd ordinal position for displaying; the folder of the tomb stealing king is arranged at the 3 rd ordinal position for displaying. And when the user opens the folder of the "series of tomb stealing notes", the books in his folder are also displayed in the display area 202 in order of their priority in the search results. Or, performing weighted average calculation on each book according to characteristic information such as the click rate or the reading amount of each book in the search result to obtain the click weight value or the reading weight value of each book, then performing priority ranking on each book according to the click weight value or the reading weight value of each book to obtain second priority ranking information, then classifying or clustering each book in the search result, and displaying each book in the display area 202 in a book set display mode according to the second priority ranking information. For example, the search result includes "mao of tomb stealing", "tomb stealing note 1" and "tomb stealing note 3", and the characteristic information such as the click rate or the reading amount of "mao of tomb stealing", "tomb stealing note 1" and "tomb stealing note 3" are respectively: the King of the tomb embezzled is clicked 20 times within 10 days, the tomb embezzled note 1 is clicked 25 times within 5 days, the tomb embezzled note 3 is clicked 30 times within 5 days, after weighted average calculation is carried out on the King of the tomb embezzled, the tomb embezzled note 1 and the tomb embezzled note 3 according to characteristic information of the tomb embezzled, the King of the tomb embezzled, the tomb embezzled note 1 and the tomb embezzled note 3, the click rate of the tomb embezzled king per day is 27 percent, the click rate of the tomb embezzled note 1 per day is 30 percent, the click rate of the tomb note 3 per day is 40 percent, after priority ranking is carried out according to the click rates of the tomb embezzled, the tomb note 1 and the tomb note 3 per day, the tomb note 3 is a first ordinal position, the tomb note 1 is a second ordinal position, and the tomb is a third ordinal position, and the tomb or books are classified after search results are clustered, the folder of the tomb stealing note series is also arranged at the first ordinal position for displaying; the folder of "King of embezzled tomb" is arranged at the 2 nd ordinal position for displaying; and when the user opens the folder of the cemetery stealing note series, the book ' cemetery stealing note 3 ' in the folder is still in the first ordinal position, and the cemetery stealing note 1 ' is displayed in the second ordinal position. Therefore, the complexity of screening books by the user is simplified, and the books in the same category are sequenced according to the characteristics of the relevance and the like, so that the user can find the books desired by the user more quickly, and the user experience is greatly improved.
FIG. 4 is a schematic structural diagram of a display device for search results according to an embodiment of the present invention; as shown in fig. 4, the apparatus includes:
an acquisition unit 401, a processing unit 402, and a display unit 403; wherein,
the acquiring unit 401 is configured to acquire a search result corresponding to the search information of the book;
the processing unit 402 is configured to classify or cluster the search results according to the attribute information of the books in the search results acquired by the acquisition unit 401;
the display unit 403 is configured to display the classification result or the clustering result in a book set display manner.
Here, the apparatus may be a search engine in the internet. When a user searches for books in the internet according to a search engine, a keyword of a desired book, for example, a name of the book, a name of an author of the book, a name of a publisher of the book, etc., is first input in an information search box of the search engine. Then, the search result matching the keyword is acquired from the database by the acquisition unit 401 in the search engine according to the keyword. As shown in fig. 2, after the user inputs the book keyword "tomb" in the information search box 201 of the search engine, the obtaining unit 401 queries in the database according to the keyword "tomb", and obtains 756 pieces of matching information related to "tomb" according to the query result. However, in the embodiment of the present invention, the display unit 403 does not display the search result in the display area 202 at this time.
After the obtaining unit 401 obtains the search result corresponding to the book search information, the processing unit 402 classifies or clusters the search result according to the book attribute information in the search result. Wherein the attribute information of the book includes: author, title, book category, publishing house, year of publication, etc. The processing unit 402 may use one attribute information in the book as a sorting criterion, or may use multiple attribute information in the book as a sorting criterion. For example, in fig. 2, the author is "southern three tertiary", or the name includes "night tomb note", or the author + the title "southern three tertiary + night tomb note" is classified, and so on.
In the embodiment of the present invention, the classifying is specifically to determine attribute information of each book in the search result, and then according to the attribute information in the books, the books with the same author in the search result are classified into one class, or the books with the same name in the search result are classified into one class, or the books with the same class in the search result are classified into one class, and the like. The clustering is to determine an event according to the attribute information of the book, and the event may specifically be an attribute value corresponding to the attribute information of the book. For example, if the attribute information is an author, counting the number of times of occurrence of the attribute information, obtaining a statistical result, and taking the statistical result as an attribute value of the attribute information. And then, based on the attribute values according to a clustering algorithm, clustering the books in the search results into a plurality of categories. In the embodiment of the invention, the clustering algorithm can be a K-means clustering algorithm, and because the clustering algorithm is the prior art, the clustering algorithm is not explained in detail.
When the classification result or the clustering result includes two or more books, the processing unit 402 creates a folder or a bookshelf for the classification result or the clustering result, names the folder or the bookshelf, and the display unit 403 displays the classification result or the clustering result in the display manner of the book set, where the name may be determined according to the classification, and is not particularly limited.
When there is only one book in the classification result or the clustering result, the display unit 403 directly displays the name of the book in the classification. Of course, the processing unit 402 may also create a folder or a bookshelf for a category when only one book is in the category, where the method for creating a folder or a bookshelf for a book is the same as the method for creating a folder or a bookshelf for multiple books, and will not be repeated here.
As shown in fig. 3, the processing unit 402 classifies the book name displayed in the display area 202 as "stout note" and "king of stout" as one. Because the category of the "tomb stealing notes" includes four books, the processing unit 402 creates a folder for the category, and triggers the display unit 403 after naming the folder as the "tomb stealing note series", and the display unit 403 displays the tomb stealing notes in the display area 202; because the category of "the king of the cemetery" only includes a book, the display unit 403 can be directly triggered, and the display unit 403 displays the book with the name of "the king of the cemetery" in the display area 202; the processing unit 402 may also create a folder for the category, and trigger the display unit 403 after the folder is named "king of embezzled tomb", and the display unit 403 displays the folder in the display area 202. Thus, a large number of search results are divided into different categories and then displayed in the display area 202 in a book set display mode, a user can directly check the search results according to the names of the folders, and the efficiency of the user for searching books is greatly improved.
In this embodiment of the present invention, the processing unit 402 is further configured to perform priority ranking on the search results according to the feature information of the books in the search results, and obtain priority ranking information;
the display unit 403 is specifically configured to display the book set and the classification result or the clustering result in the book set according to the priority information.
Here, before the processing unit 402 classifies or clusters the search results, the search results are sorted according to the feature information of each book in the search results, so as to obtain priority information. Wherein the priority order bit information includes first priority order bit information and second priority order bit information. For example, the search results are prioritized according to the characteristic information of book relevance, click rate, reading amount, and the like, and then the first priority information is obtained. Then, after the search results are classified or clustered, the display unit 403 is triggered, and the display unit 403 displays the book collection and the classification results or the clustering results in the book collection according to the first priority ranking information. For example, before the processing unit 402 classifies or clusters the search results, as shown in fig. 2, "tomb stealing note 1", "tomb stealing note 3", "tomb stealing note 8", "tomb stealing king", "tomb stealing note, youth, and sand sea" rank 1, 2, 3, 4, 5, and 6 in the search results, respectively. Since "embezzling note 1" is ranked in the 1 st rank in the search result before classification or clustering, after the processing unit 402 classifies or clusters the search result, as shown in fig. 3, folders of "embezzling note series" are also ranked in the first rank for display; the folder of "King of embezzled tomb" is arranged at the 2 nd ordinal position for displaying; the folder of the tomb stealing king is arranged at the 3 rd ordinal position for displaying. And when the user opens the folder of the "series of tomb stealing notes", the books in his folder are also displayed in the display area 202 in order of their priority in the search results. Or, the processing unit 402 performs weighted average calculation on each book according to characteristic information such as the click rate or the reading amount of each book in the search result to obtain a click weight value or a reading weight value of each book, performs priority ordering on each book according to the click weight value or the reading weight value of each book to obtain second priority ranking information, classifies or clusters each book in the search result, and triggers the display unit 403, so that each book is displayed in the display area 202 by the display unit 403 in a book set display manner according to the second priority ranking information. For example, the search result includes "mao of tomb stealing", "tomb stealing note 1" and "tomb stealing note 3", and the characteristic information such as the click rate or the reading amount of "mao of tomb stealing", "tomb stealing note 1" and "tomb stealing note 3" are respectively: the King of the tomb embezzled is clicked 20 times within 10 days, the tomb embezzled note 1 is clicked 25 times within 5 days, the tomb embezzled note 3 is clicked 30 times within 5 days, after weighted average calculation is carried out on the King of the tomb embezzled, the tomb embezzled note 1 and the tomb embezzled note 3 according to characteristic information of the tomb embezzled, the King of the tomb embezzled, the tomb embezzled note 1 and the tomb embezzled note 3, the click rate of the tomb embezzled king per day is 27 percent, the click rate of the tomb embezzled note 1 per day is 30 percent, the click rate of the tomb note 3 per day is 40 percent, after priority ranking is carried out according to the click rates of the tomb embezzled, the tomb note 1 and the tomb note 3 per day, the tomb note 3 is a first ordinal position, the tomb note 1 is a second ordinal position, and the tomb is a third ordinal position, and the tomb or books are classified after search results are clustered, the folder of the tomb stealing note series is also arranged at the first ordinal position for displaying; the folder of "King of embezzled tomb" is arranged at the 2 nd ordinal position for displaying; and when the user opens the folder of the cemetery stealing note series, the book ' cemetery stealing note 3 ' in the folder is still in the first ordinal position, and the cemetery stealing note 1 ' is displayed in the second ordinal position. Therefore, the complexity of screening books by the user is simplified, and the books in the same category are sorted according to the characteristics of the relevance and the like, so that the user can find the books wanted by the user more quickly, and the user experience is greatly improved.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of a hardware embodiment, a software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention.

Claims (10)

1. A method for displaying search results, the method comprising:
acquiring a search result corresponding to the search information of the book;
and classifying or clustering the search results according to the attribute information of the books in the search results, and displaying the classification results or the clustering results in a book set display mode.
2. The method of claim 1, wherein before the classifying or clustering the search results according to the book attribute information in the search results, the method further comprises:
according to the characteristic information of the books in the search results, carrying out priority ranking on the search results and obtaining priority ranking information;
the displaying the classification result or the clustering result in a book set display mode comprises the following steps:
and displaying the book set and the classification result or the clustering result in the book set according to the priority information.
3. The method of claim 1, wherein before displaying the classification result or the clustering result in a book collection presentation manner, the method further comprises:
naming the book set according to the attribute information of the books;
the displaying the classification result or the clustering result in a book set display mode further comprises:
and displaying the classification result or the clustering result in a book set display mode according to the name.
4. The method of claim 1, wherein the clustering the search results according to the attribute information of the books in the search results comprises:
and determining an event according to the attribute information of the book, and clustering the search result based on the event by using a clustering algorithm.
5. The method of claim 1, wherein the classifying the search results according to the book attribute information in the search results comprises:
determining attribute information of each book in the search result;
and classifying the books with the same attribute information in the search result into one type according to the attribute information.
6. An apparatus for displaying search results, the apparatus comprising:
the device comprises an acquisition unit, a processing unit and a display unit; wherein,
the acquisition unit is used for acquiring a search result corresponding to the search information of the book;
the processing unit is used for classifying or clustering the search results according to the attribute information of the books in the search results acquired by the acquisition unit;
and the display unit is used for displaying the classification result or the clustering result in a book set display mode.
7. The apparatus according to claim 6, wherein the processing unit is further configured to perform a priority ranking on the search results according to the characteristic information of the books in the search results, and obtain priority ranking information;
the display unit is specifically configured to display a book set and the classification result or the clustering result in the book set according to the priority information.
8. The apparatus according to claim 6, wherein the processing unit is further configured to name the book collection according to the attribute information of the books;
and the display unit is specifically used for displaying the classification result or the clustering result in a book set display mode according to the name.
9. The apparatus according to claim 6, wherein the processing unit is specifically configured to determine an event according to the attribute information of the book, and cluster the search result obtained by the obtaining unit based on the event by using a clustering algorithm.
10. The apparatus according to claim 6, wherein the processing unit is further configured to determine attribute information of each book in the search result; and classifying the books with the same attribute information in the search result into one type according to the attribute information.
CN201611085604.6A 2016-11-30 2016-11-30 The display methods and device of a kind of Search Results Pending CN106776910A (en)

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Application publication date: 20170531