CN112148941A - Information prompting method and device and terminal equipment - Google Patents

Information prompting method and device and terminal equipment Download PDF

Info

Publication number
CN112148941A
CN112148941A CN202011020693.2A CN202011020693A CN112148941A CN 112148941 A CN112148941 A CN 112148941A CN 202011020693 A CN202011020693 A CN 202011020693A CN 112148941 A CN112148941 A CN 112148941A
Authority
CN
China
Prior art keywords
information
component
specified
input
target
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202011020693.2A
Other languages
Chinese (zh)
Other versions
CN112148941B (en
Inventor
于鸿坤
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Netease Hangzhou Network Co Ltd
Original Assignee
Netease Hangzhou Network Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Netease Hangzhou Network Co Ltd filed Critical Netease Hangzhou Network Co Ltd
Priority to CN202011020693.2A priority Critical patent/CN112148941B/en
Publication of CN112148941A publication Critical patent/CN112148941A/en
Application granted granted Critical
Publication of CN112148941B publication Critical patent/CN112148941B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/903—Querying
    • G06F16/9038—Presentation of query results
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10—File systems; File servers
    • G06F16/16—File or folder operations, e.g. details of user interfaces specifically adapted to file systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/451—Execution arrangements for user interfaces

Abstract

The invention provides an information prompting method, an information prompting device and terminal equipment, wherein the information prompting method comprises the following steps: receiving target information input to a specified component through an information receiving control; according to the correlation degree between the input component and the specified component of the specified historical information in the locally-saved historical information record, obtaining the historical information related to the target information from the historical information record, and displaying the historical information as prompt information in a graphical user interface. In this mode, the input means for storing the history information and the history information in the history information record can acquire and display the presentation information from the history information record based on the degree of correlation between the input means and the designated means for receiving the target information. The history information record in the mode can be stored locally, so that the generation and display of the prompt information can be realized under the condition of being separated from the network, namely the mode supports off-line retrieval; in addition, the information record local storage also ensures the privacy of the information, and is suitable for users with higher privacy requirements.

Description

Information prompting method and device and terminal equipment
Technical Field
The present invention relates to the field of information search technologies, and in particular, to an information prompting method, an information prompting device, and a terminal device.
Background
Input box content prompting in web applications is an important function of web searching. In the related art, the content prompting method for the input box used in the web application is generally as follows: when a user inputs query content, firstly, searching keywords corresponding to the query content at a back end, sequencing according to the popularity and the matching degree, and displaying prompt content to the user; however, the back-end retrieval depends on the network, and the retrieval prompt cannot be performed in a network-free environment, and in the method, the query records of all users are finally acquired and stored by the operator through the network, which is difficult to be applied to users with high privacy requirements.
Disclosure of Invention
The invention aims to provide an information prompting method, an information prompting device and terminal equipment, which are used for normally carrying out retrieval prompting in a network-free environment and can be suitable for users with higher privacy requirements.
In a first aspect, an embodiment of the present invention provides an information prompting method, which provides a graphical user interface through a terminal device; the graphical user interface includes an information receiving control specifying a component; the method comprises the following steps: receiving target information input to a specified component through an information receiving control; acquiring target historical information associated with the target information from the historical information record according to the degree of correlation between an input component for specifying the historical information in the locally stored historical information record and the specified component; wherein, the appointed historical information is the historical information of the target information contained in the historical information record; and displaying the acquired target history information in a graphical user interface as prompt information.
In an optional embodiment, the graphical user interface includes a plurality of input components, each input component corresponds to at least one common file, and each common file includes a designated service function; the degree of correlation between the input component of the above-mentioned specified history information and the specified component is determined by: obtaining configuration information of the designated component according to the public file associated with the designated component; obtaining configuration information of the input assembly according to the public file associated with the input assembly of the designated historical information; determining a correlation coefficient between the input component and the specified component based on the configuration information of the input component and the configuration information of the specified component; wherein the correlation coefficient is used to indicate the degree of correlation of the input component with the component function of the specified component.
In an optional implementation manner, before the step of obtaining the configuration information of the specified component according to the public file associated with the specified component, the method further includes: coding public files corresponding to the graphical user interface to obtain the serial number of each public file; wherein each sequence number corresponds to an element in a preset vector; the step of obtaining the configuration information of the designated component according to the public file associated with the designated component includes: setting elements corresponding to the serial numbers of the public files associated with the designated components as first numerical values, setting elements except the elements corresponding to the serial numbers of the public files associated with the designated components in the preset vector as second numerical values, and determining the first numerical values and the second numerical values as final preset vectors; and determining the final preset vector as the configuration information of the specified component.
In an optional embodiment, the step of obtaining the configuration information of the specified component according to the public file associated with the specified component includes: and determining a public file associated with the specified component by a static code inspection mode, and generating configuration information of the specified component.
In an optional embodiment, the step of determining a correlation coefficient between the current input component and the specified component based on the configuration information of the input component and the configuration information of the specified component includes: determining a correlation coefficient between the input component and the specified component by the following equation:
Figure BDA0002699735860000021
where ρ represents a correlation coefficient; n represents the total number of the public files corresponding to the graphical user interface; diAnd the difference value of the ith element in the configuration information of the input component and the ith element in the configuration information of the specified component is represented, and the ith element is used for indicating whether the component is associated with the ith public file or not.
In an alternative embodiment, the history information record comprises: the information receiving control of each input assembly receives the historical information and the receiving times of each piece of historical information; the history information record of each input component is obtained by the following method: if the search information input to the current input assembly is received through the information receiving control, the search information is stored in a historical information record of the current input assembly; and if the history information record of the current input assembly contains the same history information as the search information, updating the receiving times of the history information.
In an alternative embodiment, the history information record is a local copy and is stored in a storage space provided by the localStorage-API.
In an optional embodiment, the step of obtaining the target history information associated with the target information from the history information record according to the degree of correlation between the input component specifying the history information in the locally stored history information record and the specified component includes: determining specified historical information containing target information and an input component corresponding to the specified historical information from the historical information record; for each piece of designated historical information, determining the matching degree of the current designated historical information and the target information based on the correlation degree between the input component and the designated component of the current designated historical information; and acquiring target history information associated with the target information from the history information record according to the matching degree.
In an optional embodiment, the step of determining a matching degree between the current specification history information and the target information based on a degree of correlation between the input component and the specification component of the current specification history information includes: and determining the product of the correlation degree between the input component and the specified component of the current specified historical information and the receiving times of the current specified historical information as the matching degree of the current specified historical information and the target information.
In an optional embodiment, the step of obtaining the target history information associated with the target information from the history information record according to the matching degree includes: sequencing the designated historical information according to the sequence of the matching degrees from large to small; a specified number of history information ranked in the top is selected from the specified history information as target history information associated with the target information.
In a second aspect, an embodiment of the present invention provides an information prompting apparatus, which provides a graphical user interface through a terminal device; the graphical user interface includes an information receiving control specifying a component; the device includes: the information receiving module is used for receiving the target information input to the specified component through the information receiving control; the information processing module is used for acquiring target historical information related to the target information from the historical information record according to the correlation degree between an input component for specifying the historical information in the locally-stored historical information record and the specified component; wherein, the appointed historical information is the historical information of the target information contained in the historical information record; and the information display module is used for displaying the acquired target historical information in a graphical user interface as prompt information.
In a third aspect, an embodiment of the present invention provides a terminal device, where the terminal device includes a processor and a memory, where the memory stores machine executable instructions capable of being executed by the processor, and the processor executes the machine executable instructions to implement the information prompting method described in any one of the foregoing embodiments.
In a fourth aspect, embodiments of the present invention provide a computer-readable storage medium storing computer-executable instructions that, when invoked and executed by a processor, cause the processor to implement the information prompting method of any one of the preceding embodiments.
The embodiment of the invention has the following beneficial effects:
according to the information prompting method, the information prompting device and the terminal equipment, the terminal equipment is required to provide the appointed component of the information receiving control comprising the appointed component; the method comprises the steps that firstly, target information input to a set component is received through an information receiving control; further acquiring target history information related to the target information from the history information record according to the correlation degree between the input component for specifying the history information in the locally stored history information record and the specified component; and then, the acquired target history information is used as prompt information and is displayed in a graphical user interface. In this method, history information and input means for history information are stored in a history information record, and when target information is received, presentation information is acquired from the history information record and displayed based on the degree of correlation between a designated means for receiving the target information and each input means for history information. The history information record in the mode can be locally stored, so that the generation and display of the prompt information can be realized under the condition of being separated from the network, namely the mode supports off-line retrieval; in addition, the information record can be stored locally, so that the privacy of the information is ensured, and the method is suitable for users with higher privacy requirements.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the invention as set forth above.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a flowchart of an information prompting method according to an embodiment of the present invention;
fig. 2 is a flowchart of another information prompting method according to an embodiment of the present invention;
fig. 3 is a flowchart of another information prompting method according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an information prompt apparatus according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a terminal device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. The components of embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present invention, presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Input box content prompting in web applications is an important function of web searching. In the existing prompting scheme for searching content by using an input box of a website, when a user inputs query content, keywords related to the query content are retrieved at the back end, and are ranked according to the popularity and the matching degree, and then the corresponding keywords are displayed to the user as prompting content. The method is more suitable for the scene of internet application: in an internet scene, a user often follows a hotspot, and content searched by other users is also likely to be content that the user wants to search at present, so that user behavior data needs to be collected based on a background (that is, the user behavior data is stored in a storage space at the back end) so as to provide prompt information when the user inputs query content next time.
However, the above-mentioned approaches also have some drawbacks: 1) the mass data of the internet occupies a large disk space, so that the hardware overhead of the server is increased rapidly, and the disk needs to be expanded or storage equipment needs to be added when the data of the equivalent amount stored by the rear-end disk, so that the cost is increased; 2) the back-end retrieval depends on the network, and the retrieval prompt cannot be carried out under the network-free environment, namely, the off-line retrieval application cannot be supported; 3) the website application invades the privacy of the user to a certain extent for the collection of user behavior data, and the query records of all the users are finally acquired and stored by an operator through a network, so that the website application is difficult to be applied to users or application scenes with high privacy requirements.
Based on the above problems, embodiments of the present invention provide an information prompting method, an information prompting apparatus, and a terminal device, and the technology may be applied to a scene of information prompting for input content of a user in various page applications, especially an input box information prompting scene of a single-page application.
In order to facilitate understanding of the embodiment, first, a detailed description is given to an information prompting method disclosed in the embodiment of the present invention, and a graphical user interface is provided through a terminal device, where the terminal device may be a mobile terminal (e.g., a mobile phone, a tablet computer, etc.), or a computer, etc.; the graphical user interface includes an information receiving control specifying a component; as shown in fig. 1, the method comprises the following specific steps:
and step S102, receiving target information input to the specified component through the information receiving control.
The information receiving control is generally a control for receiving information input by a user, and the control may be an input box in a certain component in a graphical user interface. In a specific implementation, the graphical user interface may correspond to a plurality of components, each component may have different business functions (also referred to as component functions), generally, the business function of each component needs to be defined according to requirements of research and development personnel, and the component may be a complete page, or a pop-up box, an input box, and the like in one page.
The above-mentioned components can be understood as a popup box and an input box in a page in a single-page application, the single-page application is generally a model of a website application, and has only a complete html page, the page jump is only a partial refresh, i.e. the contents of a partial region inside the html page are updated, and not all resources are reloaded, one page in the single-page application can include one or more components, and the variable state between each component can be shared and controlled through a memory.
Different components can be displayed in the graphical user interface generally according to different trigger conditions of the user, for example, after a determination button is clicked, a pop-up box pops up in the graphical user interface; after the cancel button is triggered, a window is closed in the graphical user interface, and the like. The specified component may be a component currently displayed in the graphical user interface, the specified component includes an information receiving control, and the target information may be understood as: and the information which is input in the information receiving control of the specified component by the user and needs to be searched by the user.
And step S104, acquiring target history information related to the target information from the history information record according to the input component of the specified history information in the history information record saved locally and the correlation degree between the input component and the specified component.
The history information record can be stored in a local database at the front end, that is, the history information record is stored by a local persistence scheme in the application, and can also be stored in other databases. The historical information records store the historical information received in the information receiving controls of all the components corresponding to the graphical user interface and the receiving times corresponding to each piece of historical information. The method for storing the historical information records locally is adopted, so that information prompt can be independent of a network, offline application is supported, mass data from different users do not need to be stored like rear-end retrieval, the historical information in the historical information records of the front-end local storage scheme is retrieval habits of users operating current terminal equipment, the scheme is more in accordance with a 'one-person-one-recommended' customization design concept, the historical information records of the current terminal equipment cannot be disclosed to other terminals except the current terminal equipment, and the design scheme has a good effect on website application with high privacy and high specialty.
The specified history information may be history information in which the history information record includes the target information, or history information related to the target information in the history information record. In a specific implementation, the degree of correlation between the input component of the specified history information and the specified component may be obtained from a preset component correlation table, or may be obtained by real-time calculation. The component correlation table may include a correlation degree between each two components in all components corresponding to the gui, where the correlation degree may be calculated in advance according to a service function between the components. Generally, the degree of correlation is used for determining the contact degree of the business functions of each component, the higher the contact degree, the higher the degree of correlation between the components is, and it can also be understood that the degree of correlation of search information between two components with high similarity is also higher, so that more reliable and accurate prompt information can be provided for a user.
In specific implementation, the designated history information corresponding to the input component of the designated history information and the designated component when the correlation degree is greater than a preset threshold value can be determined as the target history information associated with the target information; the matching degree of a certain specified historical information and the target information can be determined based on the correlation degree, and the specified historical information with higher matching degree is determined as the target historical information associated with the target information; all the specified history information may also be determined as the target history information associated with the target information.
And step S106, displaying the acquired target history information in a graphical user interface as prompt information.
The target history information may be displayed in the graphical user interface as prompt information for presentation to the user for reference by the user. In a specific implementation, the prompt information may be displayed at a position corresponding to an information receiving control of a designated component in the graphical user interface, for example, when the information receiving space is an input box, the prompt information is displayed in the input box; or may be displayed in any user-visible location in the designated component.
The embodiment of the invention provides an information prompting method, which comprises the steps of firstly receiving target information input to a set component through an information receiving control; further acquiring target history information related to the target information from the history information record according to the correlation degree between the input component for specifying the history information in the locally stored history information record and the specified component; and then, the acquired target history information is used as prompt information and is displayed in a graphical user interface. In this method, history information and input means for history information are stored in a history information record, and when target information is received, presentation information is acquired from the history information record and displayed based on the degree of correlation between a designated means for receiving the target information and each input means for history information. The history information record in the mode can be locally stored, so that the generation and display of the prompt information can be realized under the condition of being separated from the network, namely the mode supports off-line retrieval; in addition, the information record can be stored locally, so that the privacy of the information is ensured, and the method is suitable for users with higher privacy requirements.
The embodiment of the invention also provides another information prompting method which is realized on the basis of the method in the embodiment; the method mainly describes a specific process of acquiring historical information associated with target information from a historical information record according to the correlation degree between an input component for specifying the historical information in the stored historical information record and the specified component (realized by the following steps S204-S208); as shown in fig. 2, the method comprises the steps of:
step S202, target information input to the specified component is received through the information receiving control.
In step S204, the designated history information including the target information and the input component corresponding to the designated history information are determined from the history information record.
The specified history information may be one or more pieces of specified history information including object information in the history information record, for example, the object information is a, and the specified history information including the object information may be ab, abc, abced, acd, and the like. The input component for specifying history information generally refers to a component corresponding to the information reception control for inputting the specified history information, for example, specified history information abc in input component a, specified history information ab in input component a, specified history information abcde in input component B, and specified history information acd in input component C.
The history information record includes: the historical information received by the information receiving control of each input component and the receiving times of each piece of historical information can also be understood as that the historical information received by the information receiving control of all components corresponding to the graphical user interface and the receiving times of each piece of historical information are stored in a historical information record; in a specific implementation, the history information record of each input component is obtained by the following method: if the search information input to the current input assembly is received through the information receiving control, the search information is stored in a history information record of the current input assembly; and if the history information record of the current input assembly contains the same history information as the search information, updating the receiving times of the history information.
In a specific implementation, the history information records may be stored locally in a table form, where each row corresponds to a history information record of one component, and each history information record of each component corresponds to one or more pieces of history information, as shown in table 1, the stored history information records are the history information records, and only the history information records of the input component a, the input component B, and the input component C are given in table 1 by way of example, and in an actual application, the history information records of all components corresponding to the graphical user interface may be included. For example, when the information receiving control receives the search information ab input to the input module a, the search information ab is saved as history information to a corresponding position of the input module a in the history information record.
TABLE 1
Figure BDA0002699735860000111
The history information record for each component in table 1 represents: the history information "ab" and "abc" has been searched for in the input component a, the history information "abcde" has been searched for in the input component B, and the history information "acd" and "ccc" has been searched for in the input component C.
If a piece of search information in a certain component is input to search for a plurality of times, the number of searches (corresponding to the receiving number) of the search information needs to be updated during local storage, and the number of searches can be stored in a table of history information records in a numerical weighting mode. For example, assuming that the information receiving control of the input component a has searched (received) 2 times for the information "abc", the history information record in table 1 above may be updated to the form of table 2 below.
TABLE 2
Figure BDA0002699735860000112
As can be seen from table 2 above, the record of the history information "abc" of the input component a is followed by the number 2, which represents the number of searches (weighting), and the order of the history information in the history information record of the input component a is reordered to rank "abc" with a greater number of searches before "ab" with a lesser number of searches. Because the prompt information of the input box is limited in number, the history information with higher hit rate is referred to the front of the history information record, so that the subsequent calculation amount can be reduced remarkably, and the performance of the whole algorithm is improved. In addition, for the sorting process of the historical information, the existing sorting mode can be adopted, and details are not repeated here.
In some embodiments, the history information record may be stored locally in a storage space provided by the localStorage-API. The localStorage-API can provide 5MB storage space in the browser, and compared with other browser data localization storage schemes, the localStorage-API has more durable and convenient storage characteristics, the storage characteristics are more appropriate for data storage requirements, and the storage space provided by the localStorage-API is used for data storage, namely, the offline application support is automatically realized.
For the scene of single-page application, when a user enters the single-page application, each searched content is stored in the local environment of a browser (or terminal device) in a local data storage form by the single-page application, and data input in different components is stored in a classified manner (that is, each component uses various historical information records), and information searched for multiple times is weighted (that is, a search coefficient is set), so that a data base is provided for subsequent retrieval of prompt information.
In step S206, for each piece of the specification history information, a degree of matching between the current specification history information and the target information is determined based on a degree of correlation between the input component and the specification component of the current specification history information.
In a specific implementation, the project implemented by the front-end page application framework generally has a default design mode: for each component corresponding to the graphical user interface, at least one common file (corresponding to a plurality of common files corresponding to the graphical user interface) of the associated Model layer is required to realize data sharing and function multiplexing, wherein each common file contains a specified service function. For example, a front-end page application implemented based on reach needs to read shared data and call a shared method, and in the process, a reduce's connect method is used to associate a project Model layer common file module, so that each component can be associated with a corresponding common file. Based on different service types, a component generally needs to call one or more common files of a Model layer to support the functions of the component, that is, one component can be associated with one or more common files.
Specifically, the degree of correlation between the input component of the above-mentioned specified history information and the specified component can be determined by the following steps 10 to 12:
and step 10, obtaining the configuration information of the specified component according to the public file associated with the specified component.
Common files for all Model layers are known for paged applications, especially single page applications. Before determining the configuration information of the component, coding the public files corresponding to the graphical user interface to obtain the serial number of each public file; each sequence number corresponds to one element in the preset vector, for example, the common files in the Model layer may be first sorted according to the name ASC (American Standard Code) Code, or may be understood as being numbered sequentially according to numbers as 1, 2, and 3.
For example, the graphic user interface corresponds to 7 common files of Aa, Bb, Cc, Dd, Ee, Ff and Gg, so that the preset vector is a 7-dimensional vector, and the 7 common files are encoded to obtain the sequence numbers corresponding to the 7 common files as 1, 2, 3, 4, 5, 6 and 7, so that the 7 sequence numbers correspond to 7 elements in the preset vector.
During specific implementation, setting elements corresponding to the serial numbers of the public files associated with the designated components as first numerical values, setting elements except the elements corresponding to the serial numbers of the public files associated with the designated components in the preset vector as second numerical values, and determining the first numerical values and the second numerical values as final preset vectors; and determining the final preset vector as the configuration information of the specified component. The method can represent the public files related to the designated component and the public files not related to the designated component in a binarization mode of elements in the preset vector; specifically, the first value and the second value are different values, and the specific assignments of the first value and the second value may be set by a developer according to requirements, for example, the first value may be set to 1, and the second value may be set to 0.
For example, the graphic user interface corresponds to 7 public files Aa, Bb, Cc, Dd, Ee, Ff and Gg, the serial numbers of the 7 public files are 1, 2, 3, 4, 5, 6 and 7, respectively, and if the component a associated public file has Aa, Bb, Dd, De and Gg, the serial numbers of the public files are 1, 2, 4, 5 and 7, the first value is set to 1, and the second value is set to 0, the configuration information of the component a is obtained as: [1,1,0,1,1,0,1].
It should be noted that: (1) if the sequence of the common files associated with the component is unordered, for example, the actual sequence of the common files associated with the component a is Dd, Ee, Gg, Bb, and Aa, the configuration information of the component a may be determined by sorting according to the sequence numbers of the associated common files, and the sorting rule may be arbitrarily specified, for example, by adopting a sorting mode of ascending the sequence numbers. (2) The final configuration information is a vector characterized in the form of a placeholder: for example, in the configuration information [1,1,0,1,1,0,1] of the component a, 1 placeholders are used at positions corresponding to elements 1, 2, 4, 5, and 7 to represent "references", that is, the component a is associated with a common file corresponding to an element whose placeholder is 1, and 0 placeholders are used at positions corresponding to elements 3 and 6 to represent "no references", that is, the component a is not associated with a common file corresponding to an element whose placeholder is 0.
Based on the generation mode of the configuration information of the designated component, the configuration information of all components corresponding to the graphical user interface can be obtained, and the configuration information of all components can be stored in a preset component association file comparison table. Assuming that the graphical user interface corresponds to A, B and C, the common files associated with component A are Aa, Bb, Dd, Ee and Gg, the common files associated with component B are Bb, Dd, Ee, Ff and Gg, and the common files associated with component C are Cc, Ee and Ff, the comparison table of the component-associated files obtained thereby is shown in Table 3.
TABLE 3
Assembly Associated public files Sequence number of associated public file Configuration information
A Aa,Bb,Dd,Ee,Gg 1,2,4,5,7 [1,1,0,1,1,0,1]
B Bb,Dd,Ee,Ff,Gg 2,4,5,6,7 [0,1,0,1,1,1,1]
C Cc,Ee,Ff 3,5,6 [0,0,1,0,1,1,0]
Specifically, the significance of storing the common file associated with each component is as follows: different components may be associated with the same common document, and based on this feature, if two components are associated with multiple common documents, the content and functionality of the two components are more relevant.
In some embodiments, the step 10 may be further implemented by: and determining a public file associated with the specified component by a static code inspection mode, and generating configuration information of the specified component. The configuration information can also be obtained in a manual writing mode, and the mode of generating the configuration information by using static code check is convenient and fast in consideration of the expansibility of the project and the variability of front-end services.
And 11, obtaining the configuration information of the input assembly according to the public file associated with the input assembly of the designated historical information. The configuration information of the input component can be obtained by generating the configuration information with the above-described specifying component.
Step 12, determining a correlation coefficient between the input component and the designated component based on the configuration information of the input component and the configuration information of the designated component; wherein the correlation coefficient is used to indicate the degree of correlation of the input component with the component function of the specified component.
In a specific implementation, the correlation coefficient between the input component and the specified component can be calculated by a spearman (spearman) correlation coefficient, and the correlation degree between the components can also be determined by other ways of calculating the correlation coefficient. The spearman correlation coefficient can also be generally called a spearman rank correlation coefficient, wherein the rank can be understood as a sequence or a sequence, the correlation coefficient is solved according to the sequence position of original data, the correlation coefficient is a non-parameter index for measuring the dependency of two variables, the correlation coefficient evaluates the correlation of the two statistical variables by using a monotonic equation, for two groups of data, if the spearman correlation coefficient is 1, complete correlation is represented, and if the correlation coefficient is-1, complete negative correlation is represented, namely the correlation coefficient is larger, the correlation is higher.
The calculation formula of the spearman correlation coefficient can be as follows:
Figure BDA0002699735860000151
where ρ represents a correlation coefficient; i is an integer from 1 to n, and n represents the total number of the public files corresponding to the graphical user interface; x is the number ofiThe ith element in the configuration information representing the input component,
Figure BDA0002699735860000152
representing the mean of all elements in the configuration information of the input component; y isiThe ith element in the configuration information representing the specified component,
Figure BDA0002699735860000153
represents the average of all elements in the configuration information for a given component.
In practical applications, the correlation coefficient between the input component and the specified component can be determined by the following equation:
Figure BDA0002699735860000154
where ρ represents a correlation coefficient; n represents the total number of the public files corresponding to the graphical user interface; diAnd the difference value of the ith element in the configuration information of the input component and the ith element in the configuration information of the specified component is represented, and the ith element is used for indicating whether the component is associated with the ith public file or not. Typically, the ith element is a first value indicating that the component is associated with the ith public document, and the ith element is a second value indicating that the component is not associated withThe ith public file.
For example, assume that the input component is component a, the designated component is component B, the configuration information of component a is [1,1,0,1,1,0,1], the configuration information of component B is [0,1,0,1,1,1,1], and the total number of common files is 7; then the difference between the elements in the configuration information for component a and the elements in the configuration information for component B is:
A-B＝[1,1,0,1,1,0,1]-[0,1,0,1,1,1,1]＝[1,0,0,0,0,-1,0]；
then one can get:
Figure BDA0002699735860000161
Figure BDA0002699735860000162
from the above, it can be seen that the correlation coefficient between the component a and the component B is 0.96429. Therefore, according to the determination method of the correlation coefficient between the input component and the designated component, the correlation coefficient between every two components in all the components corresponding to the graphical user interface can be calculated, and the correlation coefficient between every two components is stored in the preset component correlation table, and since the results of forward calculation of the correlation coefficient and reverse calculation of the correlation coefficient of the two components are the same, the correlation coefficient between the components can be stored by using the component correlation table shown in table 4, where table 4 is a storage form of a lower triangular matrix, and in some embodiments, the correlation coefficient can also be stored by using a storage form of an upper triangular matrix.
TABLE 4
Figure BDA0002699735860000163
Figure BDA0002699735860000171
As can be seen from Table 4, the correlation coefficient of each component with itself is 1 (i.e., fully correlated), the correlation coefficient of component A with component B is 0.96429, the correlation coefficient of component A with component C is 0.89286, and the correlation coefficient of component B with component C is 0.92857, so that the components of component A and component B function more similarly.
In a specific implementation, the step of determining the matching degree between the current designated history information and the target information based on the degree of correlation between the input component and the designated component of the current designated history information in step S206 includes: and determining the product of the correlation degree between the input component and the specified component of the current specified historical information and the receiving times of the current specified historical information as the matching degree of the current specified historical information and the target information. For example, if the degree of correlation between the input component and the specified component of the currently specified history information is ρ, the number of times the currently specified history information is received is rank, and the matching degree between the currently specified history information and the target information is rank × ρ.
Step S208, according to the matching degree, acquiring target history information related to the target information from the history information record.
In general, the higher the degree of matching with the target information, the higher the degree of correlation with the target information, and therefore, the designated history information having a higher degree of matching or higher than a preset threshold may be determined as the target history information associated with the target information. In a specific implementation, the step S208 can be implemented by the following steps 20 to 21:
and 20, sequencing the appointed historical information according to the sequence of the matching degrees from large to small.
And step 21, selecting a specified number of history information with the top sequence from the specified history information as the target history information associated with the target information.
The specified number can be set according to the research and development requirements, and can be set to be 8 or 10, and the like.
For example, when the user inputs information a in the information receiving control of component a, all history information including a may be found from the table of the stored history information records, or all history information beginning with a may be found, the found history information may be used as the specified history information, and it is assumed that the found specified history information is history information abc corresponding to component a, history information abcde corresponding to component B, and history information acd corresponding to component C; calculating the matching degree of each piece of designated historical information and the input information a, specifically as follows:
matchabc＝rankabc×ρAA＝2×1＝2
matchab＝rankab×ρAA＝1×1＝1
matchabcde＝rankabcde×ρAB＝1×0.96429＝0.96429
matchacd＝rankacd×ρAC＝1×0.89286＝0.89286
wherein, matchabcIndicating the matching degree of the specified history information abc and the input information a; matchabRepresenting the matching degree of the specified history information ab and the input information a; matchabcdeRepresenting the matching degree of the designated historical information adcde and the input information a; matchacdRepresenting the matching degree of the specified history information acd and the input information a; rankabcIndicating the number of receptions, rank, of the specified history information abc within component AabIndicating the number of receptions, rank, of the specified history information ab within the component AabcdeIndicating the number of receptions, rank, of the specified history information adcde within component BacdIndicating the number of times the specified history information acd is received within the component C; rhoAARepresents the correlation coefficient (which may also be referred to as the degree of correlation) between component A and component A, ρABDenotes the correlation coefficient, ρ, between component A and component BACRepresenting the phase relationship between component a and component C.
Then, the matching degree of each piece of specified historical information and the input information a obtained through calculation is sorted according to the sequence of the matching degree from large to small to obtain abc > ab > abcde > acd; the top 3 pieces of designated history information may be selected as the prompt information, or all the 4 pieces of designated history information may be used as the prompt information, that is, when the user inputs "a" in the input box (corresponding to the information receiving control) of the component a, the designated history information abc, ab, abcde, and acd are sequentially displayed in the input box prompt of the component a.
And step S210, displaying the acquired target history information as prompt information in a graphical user interface.
In order to facilitate understanding of the present embodiment, another information prompting method is provided as shown in fig. 3, and the method first generates configuration information of each component according to a common file associated with each component corresponding to a graphical user interface, further calculates a correlation coefficient (for example, a spearman correlation coefficient) between each component according to the configuration information of each component, and then obtains a component correlation table according to the correlation coefficient between each component. The method receives the historical information input by a user in the information receiving control of each component, stores the historical information into the historical information record of the component to which the historical information belongs, and if the historical information which is the same for a plurality of times is received, updates the receiving times of the historical information to obtain a table of the historical information record based on the operation habit of the user in a local storage mode, wherein the table of the historical information record stores the historical information of each component and the receiving times of the historical information.
When the user inputs target information in the input box, the historical information in a table of a locally stored historical information record is subjected to correlation retrieval to retrieve specified historical information containing the target information, then according to the weighting information (equivalent to the receiving times) of the specified historical information and the correlation coefficient of an input assembly and a specified assembly of the specified historical information, the matching degree of all the retrieved specified historical information is calculated, the matching degree is arranged in a descending order, and the first N pieces of specified historical information are intercepted and presented to the user as input box prompt information. According to the mode, through a whole set of intelligent input box prompting scheme, historical information commonly used by a user can be more accurately and quickly prompted, so that the usability of a website is improved, the user experience is improved, and the product attraction is increased.
In a single-page application scene, the overall architecture design of the single-page application can be optimized by calculating a flow system of the correlation coefficient among all the components of the single-page application, and developers can have deeper knowledge of the whole single-page application, so that the soundness of projects and business functions is indirectly improved. Meanwhile, the project customization system and privacy density can be improved by storing the user search records in the front-end flow system, and compared with a rear-end search record system, the system can greatly improve the utilization rate of the storage space of the client, so that the equipment cost of a rear-end server is saved.
The information prompting method comprises the steps of firstly receiving target information input to a specified component through an information receiving control; further determining appointed historical information containing target information and an input component corresponding to the appointed historical information from the historical information record; then, for each piece of specified historical information, determining the matching degree of the current specified historical information and the target information based on the correlation degree between the input component and the specified component of the current specified historical information; and then acquiring target history information associated with the target information from the history information record according to the matching degree, and displaying the acquired target history information as prompt information in a graphical user interface. The method can acquire the appointed historical information from the stored historical information record, and determine the prompt information corresponding to the target information according to the appointed historical information, so that the information prompt mode does not depend on the network, and offline retrieval is realized; in addition, the method does not need to store the data of other users, and only needs to store the data of the local user, thereby saving a large amount of storage space and saving the storage cost to a certain extent.
Corresponding to the above method embodiment, the embodiment of the present invention further provides an information prompting device, which is arranged on the terminal device, and provides a graphical user interface through the terminal device; the graphical user interface includes an information receiving control specifying a component; as shown in fig. 4, the apparatus includes:
and the information receiving module 40 is used for receiving the target information input to the specified component through the information receiving control.
An information processing module 41, configured to obtain target history information associated with the target information from the history information record according to a degree of correlation between an input component specifying the history information in the locally stored history information record and the specified component; wherein, the designated historical information is the historical information of the target information contained in the historical information record.
And the information display module 42 is configured to display the acquired target history information in a graphical user interface as prompt information.
The information prompting device firstly receives target information input to a set component through an information receiving control; further acquiring target history information related to the target information from the history information record according to the correlation degree between the input component for specifying the history information in the locally stored history information record and the specified component; and then, the acquired target history information is used as prompt information and is displayed in a graphical user interface. In this method, history information and input means for history information are stored in a history information record, and when target information is received, presentation information is acquired from the history information record and displayed based on the degree of correlation between a designated means for receiving the target information and each input means for history information. The history information record in the mode can be locally stored, so that the generation and display of the prompt information can be realized under the condition of being separated from the network, namely the mode supports off-line retrieval; in addition, the information record can be stored locally, so that the privacy of the information is ensured, and the method is suitable for users with higher privacy requirements.
Specifically, the graphical user interface comprises a plurality of input components, each input component corresponds to at least one public file, and each public file comprises a designated service function; the device also comprises a correlation degree determining module, which comprises: the configuration information generating unit is used for obtaining the configuration information of the specified component according to the public file associated with the specified component; the configuration information generating unit is also used for obtaining the configuration information of the input assembly according to the public file associated with the input assembly of the designated historical information; a correlation coefficient determination unit configured to determine a correlation coefficient between the input component and the specified component based on the configuration information of the input component and the configuration information of the specified component; wherein the correlation coefficient is used to indicate the degree of correlation of the input component with the component function of the specified component.
In a specific implementation, the configuration information generating unit is configured to: coding public files corresponding to the graphical user interface to obtain the serial number of each public file; wherein each sequence number corresponds to an element in a preset vector; setting elements corresponding to the serial numbers of the public files associated with the designated components as first numerical values, setting elements except the elements corresponding to the serial numbers of the public files associated with the designated components in the preset vector as second numerical values, and determining the first numerical values and the second numerical values as final preset vectors; and determining the final preset vector as the configuration information of the specified component.
In a specific implementation, the configuration information generating unit is further configured to: and determining a public file associated with the specified component by a static code inspection mode, and generating configuration information of the specified component.
Further, the correlation coefficient determining unit is configured to: determining a correlation coefficient between the input component and the specified component by the following equation:
Figure BDA0002699735860000211
where ρ represents a correlation coefficient; n represents the total number of the public files corresponding to the graphical user interface; diAnd the difference value of the ith element in the configuration information of the input component and the ith element in the configuration information of the specified component is represented, and the ith element is used for indicating whether the component is associated with the ith public file or not.
Further, the history information record includes: the information receiving control of each input assembly receives the historical information and the receiving times of each piece of historical information; the device also comprises a history information record acquisition module used for: the history information record of each input component is obtained by the following method: if the search information input to the current input assembly is received through the information receiving control, the search information is stored in a historical information record of the current input assembly; and if the history information record of the current input assembly contains the same history information as the search information, updating the receiving times of the history information.
In specific implementation, the history information record is stored locally and is stored in a storage space provided by a localStorage-API.
Further, the information processing module 41 includes: a designated history information determination unit for determining designated history information including the target information and an input component corresponding to the designated history information from the history information record; a matching degree determination unit configured to determine, for each piece of the specification history information, a matching degree of the current specification history information and the target information based on a degree of correlation between the input component and the specification component of the current specification history information; and the associated information determining unit is used for acquiring the target history information associated with the target information from the history information record according to the matching degree.
In a specific implementation, the matching degree determining unit is configured to: and determining the product of the correlation degree between the input component and the specified component of the current specified historical information and the receiving times of the current specified historical information as the matching degree of the current specified historical information and the target information.
In a specific implementation, the associated information determining unit is configured to: sequencing the designated historical information according to the sequence of the matching degrees from large to small; a specified number of history information ranked in the top is selected from the specified history information as target history information associated with the target information.
The information prompting device provided by the embodiment of the invention has the same implementation principle and technical effect as the method embodiment, and for the sake of brief description, the corresponding content in the method embodiment can be referred to where the device embodiment is not mentioned.
An embodiment of the present invention further provides a terminal device, as shown in fig. 5, where the terminal device includes a processor 101 and a memory 100, where the memory 100 stores machine executable instructions that can be executed by the processor 101, and the processor 101 executes the machine executable instructions to implement the information prompting method.
Further, the terminal device shown in fig. 5 further includes a bus 102 and a communication interface 103, and the processor 101, the communication interface 103, and the memory 100 are connected through the bus 102.
The memory 100 may include a high-speed Random Access Memory (RAM) and may further include a non-volatile memory (non-volatile memory), such as at least one disk memory. The communication connection between the network element of the system and at least one other network element is realized through at least one communication interface 103 (which may be wired or wireless), and the internet, a wide area network, a local network, a metropolitan area network, and the like can be used. The bus 102 may be an ISA bus, PCI bus, EISA bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one double-headed arrow is shown in FIG. 5, but this does not indicate only one bus or one type of bus.
The processor 101 may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware or instructions in the form of software in the processor 101. The processor 101 may be a general-purpose processor, and includes a Central Processing Unit (CPU), a Network Processor (NP), and the like; the device can also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, or a discrete hardware component. The various methods, steps and logic blocks disclosed in the embodiments of the present invention may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of the method disclosed in connection with the embodiments of the present invention may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module may be located in ram, flash memory, rom, prom, or eprom, registers, etc. storage media as is well known in the art. The storage medium is located in the memory 100, and the processor 101 reads the information in the memory 100, and completes the steps of the method of the foregoing embodiment in combination with the hardware thereof.
The embodiment of the present invention further provides a computer-readable storage medium, where the computer-readable storage medium stores computer-executable instructions, and when the computer-executable instructions are called and executed by a processor, the computer-executable instructions cause the processor to implement the information prompting method.
The information prompting method, the information prompting device and the computer program product of the terminal device provided by the embodiment of the invention comprise a computer readable storage medium storing program codes, wherein instructions included in the program codes can be used for executing the method in the previous method embodiment, and specific implementation can refer to the method embodiment and is not described herein again.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, an electronic device, or a network device) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description and simplicity of description, but do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
Finally, it should be noted that: the above-mentioned embodiments are only specific embodiments of the present invention, which are used for illustrating the technical solutions of the present invention and not for limiting the same, and the protection scope of the present invention is not limited thereto, although the present invention is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: any person skilled in the art can modify or easily conceive the technical solutions described in the foregoing embodiments or equivalent substitutes for some technical features within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the embodiments of the present invention, and they should be construed as being included therein. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (13)

1. An information prompting method is characterized in that a graphical user interface is provided through terminal equipment; the graphical user interface includes an information receiving control specifying a component; the method comprises the following steps:
receiving target information input to the specified component through the information receiving control;
acquiring target historical information related to the target information from a historical information record according to the degree of correlation between an input component for specifying the historical information in the locally-stored historical information record and the specified component; the designated historical information is the historical information of the target information contained in the historical information record;
and displaying the acquired target history information in the graphical user interface as prompt information.
2. The method of claim 1, wherein the graphical user interface comprises a plurality of input components, each input component corresponding to at least one common file, each common file containing a designated business function; the degree of correlation between the input component of the specified history information and the specified component is determined by:
obtaining configuration information of the designated component according to the public file associated with the designated component;
obtaining configuration information of the input assembly according to the public file associated with the input assembly of the designated historical information;
determining a correlation coefficient between the input component and the specified component based on the configuration information of the input component and the configuration information of the specified component; wherein the correlation coefficient is used to indicate a degree of correlation of the input component with a component function of the specified component.
3. The method of claim 2, wherein before the step of obtaining the configuration information of the specified component according to the public file associated with the specified component, the method further comprises: coding public files corresponding to the graphical user interface to obtain the serial number of each public file; wherein each sequence number corresponds to an element in a preset vector;
the step of obtaining the configuration information of the specified component according to the public file associated with the specified component comprises the following steps:
setting elements corresponding to the serial numbers of the public files associated with the designated components as first numerical values, setting elements except the elements corresponding to the serial numbers of the public files associated with the designated components in the preset vectors as second numerical values, and determining the first numerical values and the second numerical values as final preset vectors;
and determining the final preset vector as the configuration information of the specified component.
4. The method according to claim 2, wherein the step of obtaining the configuration information of the specified component according to the common file associated with the specified component comprises:
and determining a public file associated with the specified component by a static code inspection mode, and generating configuration information of the specified component.
5. The method of claim 2, wherein the step of determining a correlation coefficient between the input component and the specified component based on the configuration information of the input component and the configuration information of the specified component comprises:
determining a correlation coefficient between the input component and the specified component by:
Figure FDA0002699735850000021
where ρ represents a correlation coefficient; n represents the total number of the public files corresponding to the graphical user interface; diAnd the difference value of the ith element in the configuration information of the input component and the ith element in the configuration information of the specified component is used for indicating whether the component is associated with the ith public file.
6. The method of claim 1, wherein the historical information record comprises: the information receiving control of each input assembly receives historical information and the receiving times of each historical information;
the history information record of each input assembly is obtained by the following method:
if the search information input to the current input assembly is received through the information receiving control, the search information is stored in a historical information record of the current input assembly;
and if the history information record of the current input assembly contains the history information which is the same as the search information, updating the receiving times of the history information.
7. The method of claim 1, wherein the history information record is stored in a storage space provided by localStorage-API.
8. The method according to claim 1, wherein the step of obtaining the target history information associated with the target information from the history information record according to the degree of correlation between the input component specifying the history information in the locally-saved history information record and the specified component comprises:
determining appointed historical information containing the target information and an input component corresponding to the appointed historical information from the historical information record;
for each piece of designated historical information, determining the matching degree of the current designated historical information and the target information based on the correlation degree between the input component of the current designated historical information and the designated component;
and acquiring target history information associated with the target information from the history information record according to the matching degree.
9. The method according to claim 8, wherein the step of determining the matching degree of the current specified history information and the target information based on the degree of correlation between the input component of the current specified history information and the specified component comprises:
and determining the product of the correlation degree between the input component and the specified component of the current specified historical information and the receiving times of the current specified historical information as the matching degree of the current specified historical information and the target information.
10. The method according to claim 8, wherein the step of obtaining the target history information associated with the target information from the history information record according to the matching degree comprises:
sequencing the appointed historical information according to the sequence of the matching degrees from big to small;
and selecting a specified number of history information with the top rank from the specified history information as target history information associated with the target information.
11. An information prompting device is characterized in that a graphical user interface is provided through terminal equipment; the graphical user interface includes an information receiving control specifying a component; the device comprises:
the information receiving module is used for receiving the target information input to the specified component through the information receiving control;
the information processing module is used for acquiring target historical information related to the target information from the historical information record according to the degree of correlation between an input component for specifying the historical information in the locally-stored historical information record and the specified component; the designated historical information is the historical information of the target information contained in the historical information record;
and the information display module is used for displaying the acquired target historical information in the graphical user interface as prompt information.
12. A terminal device comprising a processor and a memory, the memory storing machine executable instructions executable by the processor, the processor executing the machine executable instructions to implement the information prompting method of any one of claims 1 to 10.
13. A computer-readable storage medium having stored thereon computer-executable instructions that, when invoked and executed by a processor, cause the processor to implement the information prompting method of any one of claims 1 to 10.
CN202011020693.2A 2020-09-24 2020-09-24 Information prompting method, device and terminal equipment Active CN112148941B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202011020693.2A CN112148941B (en) 2020-09-24 2020-09-24 Information prompting method, device and terminal equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202011020693.2A CN112148941B (en) 2020-09-24 2020-09-24 Information prompting method, device and terminal equipment

Publications (2)

Publication Number Publication Date
CN112148941A true CN112148941A (en) 2020-12-29
CN112148941B CN112148941B (en) 2023-07-25

Family

ID=73896869

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202011020693.2A Active CN112148941B (en) 2020-09-24 2020-09-24 Information prompting method, device and terminal equipment

Country Status (1)

Country Link
CN (1) CN112148941B (en)

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070244866A1 (en) * 2006-04-18 2007-10-18 Mainstream Advertising, Inc. System and method for responding to a search request
CN101398834A (en) * 2007-09-29 2009-04-01 北京搜狗科技发展有限公司 Processing method and device for input information and input method system
CN105094603A (en) * 2015-06-30 2015-11-25 百度在线网络技术（北京）有限公司 Method and device for related inputting
US20160077728A1 (en) * 2009-12-02 2016-03-17 International Business Machines Corporation Automated form layout based upon usage patterns
CN107678629A (en) * 2017-10-30 2018-02-09 江西博瑞彤芸科技有限公司 Application program search method
CN108429927A (en) * 2018-02-08 2018-08-21 聚好看科技股份有限公司 The method of virtual goods information in smart television and search user interface
CN108874827A (en) * 2017-05-12 2018-11-23 北京搜狗科技发展有限公司 A kind of searching method and relevant apparatus
CN109101658A (en) * 2018-08-31 2018-12-28 优视科技新加坡有限公司 Information search method, device and equipment/terminal/server
US20190102228A1 (en) * 2017-10-04 2019-04-04 Servicenow, Inc. Unified work backlog
CN111258470A (en) * 2020-01-09 2020-06-09 上海连尚网络科技有限公司 Method and equipment for presenting social messages

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070244866A1 (en) * 2006-04-18 2007-10-18 Mainstream Advertising, Inc. System and method for responding to a search request
CN101398834A (en) * 2007-09-29 2009-04-01 北京搜狗科技发展有限公司 Processing method and device for input information and input method system
US20160077728A1 (en) * 2009-12-02 2016-03-17 International Business Machines Corporation Automated form layout based upon usage patterns
CN105094603A (en) * 2015-06-30 2015-11-25 百度在线网络技术（北京）有限公司 Method and device for related inputting
CN108874827A (en) * 2017-05-12 2018-11-23 北京搜狗科技发展有限公司 A kind of searching method and relevant apparatus
US20190102228A1 (en) * 2017-10-04 2019-04-04 Servicenow, Inc. Unified work backlog
CN107678629A (en) * 2017-10-30 2018-02-09 江西博瑞彤芸科技有限公司 Application program search method
CN108429927A (en) * 2018-02-08 2018-08-21 聚好看科技股份有限公司 The method of virtual goods information in smart television and search user interface
CN109101658A (en) * 2018-08-31 2018-12-28 优视科技新加坡有限公司 Information search method, device and equipment/terminal/server
CN111258470A (en) * 2020-01-09 2020-06-09 上海连尚网络科技有限公司 Method and equipment for presenting social messages

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
龚剑: "一种新型互联网信息检索系统的构想", 现代情报, no. 09 *

Also Published As

Publication number Publication date
CN112148941B (en) 2023-07-25

Similar Documents

Publication Publication Date Title
WO2017121251A1 (en) Information push method and device
US20110282861A1 (en) Extracting higher-order knowledge from structured data
CN102054003B (en) Methods and systems for recommending network information and creating network resource index
CN107728874A (en) The method, apparatus and equipment of user prompt operation are provided
CN109753601B (en) Method and device for determining click rate of recommended information and electronic equipment
CN107911448B (en) Content pushing method and device
CN110413868A (en) Information recommendation method, device, system and storage medium
CN106951527B (en) Song recommendation method and device
US11347758B2 (en) Method and apparatus for processing search data
JP2014515514A (en) Method and apparatus for providing suggested words
JP6185379B2 (en) RECOMMENDATION DEVICE AND RECOMMENDATION METHOD
CN110968998B (en) Intelligent prediction input method and system
CN110019645A (en) Index base construction method, searching method and device
CN111061954B (en) Search result sorting method and device and storage medium
CN112328872A (en) Information display method, information search method and device
CN111159563A (en) Method, device and equipment for determining user interest point information and storage medium
CN108319628B (en) User interest determination method and device
CN108446378B (en) Method, system and computer storage medium based on user search
KR101621735B1 (en) Recommended search word providing method and system
CN110059243B (en) Data engine optimization method, device, equipment and computer readable storage medium
JP5545876B2 (en) Query providing apparatus, query providing method, and query providing program
KR101568800B1 (en) Real-time issue search word sorting method and system
CN108170664B (en) Key word expansion method and device based on key words
CN112148941B (en) Information prompting method, device and terminal equipment
CN116610853A (en) Search recommendation method, search recommendation system, computer device, and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant