CN112148941B - Information prompting method, device and terminal equipment - Google Patents

Information prompting method, device and terminal equipment Download PDF

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Publication number
CN112148941B
CN112148941B CN202011020693.2A CN202011020693A CN112148941B CN 112148941 B CN112148941 B CN 112148941B CN 202011020693 A CN202011020693 A CN 202011020693A CN 112148941 B CN112148941 B CN 112148941B
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information
component
input
specified
history information
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CN112148941A (en
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于鸿坤
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Netease Hangzhou Network Co Ltd
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Netease Hangzhou Network Co Ltd
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    • 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, comprising the following steps: receiving target information input to a designated component through an information receiving control; according to the correlation degree between the input component of the specified historical information in the locally stored historical information record and the specified component, the historical information associated with the target information is obtained from the historical information record, and the historical information is used as prompt information and displayed in a graphical user interface. In this manner, the history information record stores the history information and the input component of the history information, and the prompt information can be acquired and displayed from the history information record based on the degree of correlation between the designated component receiving the target information and the input component. 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 a network, namely, the mode supports offline retrieval; in addition, the local storage of the information records also ensures the privacy of the information, and is suitable for users with higher privacy requirements.

Description

Information prompting method, device and terminal equipment
Technical Field
The present invention relates to the field of information searching technologies, and in particular, to an information prompting method, an information prompting device, and a terminal device.
Background
Input box content cues in web applications are important functions for web searching. In the related art, the input box content prompting method used in the web page application is generally: when a user inputs query content, firstly searching keywords corresponding to the query content at the back end, and then displaying prompt content to the user after sequencing according to the heat and the matching degree; however, the back-end search depends on the network, and the search 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 an operator through the network, so that the method is difficult to be suitable for 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 are applicable to users with higher privacy requirements.
In a first aspect, an embodiment of the present invention provides an information prompting method, where a graphical user interface is provided 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 designated component through an information receiving control; according to the correlation degree between the input component of the specified historical information in the locally stored historical information record and the specified component, acquiring target historical information associated with the target information from the historical information record; the method comprises the steps of designating historical information as historical information containing target information in a historical information record; and displaying the acquired target history information as prompt information in a graphical user interface.
In an alternative embodiment, the graphical user interface includes a plurality of input components, each input component corresponding to at least one common file, each common file containing a specified 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 appointed assembly according to the public file associated with the appointed assembly; obtaining configuration information of the input assembly according to the public file associated with the input assembly of the appointed history information; 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 an optional embodiment, 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: encoding public files corresponding to the graphical user interface to obtain serial numbers 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 appointed component according to the public file associated with the appointed 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 configuration information of the designated 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 the public file associated with the specified component by means of static code checking, and generating configuration information of the specified component.
In an alternative embodiment, the step of determining the 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: the correlation coefficient between the input component and the specified component is determined by the following equation:
wherein ρ represents a correlation coefficient; n represents the total number of public files corresponding to the graphical user interface; d, d i Representing the difference between the ith element in the configuration information of the input component and the ith element in the configuration information of the designated component, the ith element being used to indicate whether the component is associated with the ith common file.
In an alternative embodiment, the history information record includes: historical information received by the information receiving control of each input component and the receiving times of each 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, storing the search information into a history information record of the current input assembly; if the history information record of the current input assembly contains the same history information as the search information, the receiving times of the history information are updated.
In an alternative embodiment, the history information record is locally kept and stored in a storage space provided by the localStorage-API.
In an alternative 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 appointed historical information containing target information from the historical information record and an input component corresponding to the appointed historical information; for each piece of appointed historical information, determining the matching degree of the current appointed historical information and the target information based on the correlation degree between the input component and the appointed component of the current appointed historical information; and acquiring target historical information associated with the target information from the historical information record according to the matching degree.
In an optional embodiment, the step of determining the matching degree between the current specified history information and the target information based on the correlation degree between the input component and the specified component of the current specified history information includes: and determining the product of the correlation degree between the input component of the current appointed historical information and the appointed component and the receiving times of the current appointed historical information as the matching degree of the current appointed 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: ordering the appointed historical information according to the sequence of the matching degree from big to small; the history information of the specified number, which is ranked first, 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 that specifies a component; the device comprises: the information receiving module is used for receiving the target information input to the appointed component through the information receiving control; the information processing module is used for acquiring target historical information associated with the target information from the historical information record according to the degree of correlation between the input component for specifying the historical information and the specified component in the locally stored historical information record; the method comprises the steps of designating historical information as historical information containing target information in a historical information record; and the information display module is used for displaying the acquired target history information serving as prompt information in the graphical user interface.
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 that can be executed by the processor, and the processor executes the machine executable instructions to implement an information prompting method according to 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 an information prompting method according to any one of the preceding embodiments.
The embodiment of the invention has the following beneficial effects:
the invention provides an information prompting method, an information prompting device and terminal equipment, wherein a designated component comprising an information receiving control of the designated component is required to be provided by the terminal equipment; firstly, receiving target information input to a set component through an information receiving control; further, according to the correlation degree between the input component of the specified historical information in the locally stored historical information record and the specified component, acquiring target historical information associated with the target information from the historical information record; and then, the acquired target history information is used as prompt information and displayed in a graphical user interface. In this embodiment, the history information record stores history information and input components of the history information, and when target information is received, prompt information is acquired and displayed from the history information record based on the degree of correlation between a designated component that receives the target information and the input components of the 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 a network, namely the mode supports offline 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, or in part will be obvious from the description, or may be learned by practice of the invention.
In order to make the above objects, features and advantages of the present invention more 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 that are needed in the description of the embodiments or the prior art will be briefly described, and it is obvious that the drawings in the description below are some embodiments of the present invention, and other drawings can be obtained according to the drawings without inventive effort for a person skilled in the art.
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 prompting 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
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, but not all embodiments of the present invention. The components of the 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 invention, as 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 made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Input box content cues in web applications are important functions for web searching. The input box search content prompting scheme used by the current website is that when a user inputs query content, the rear end searches keywords related to the query content, and then the keywords are displayed to the user as prompting content after being sequenced according to the heat and the matching degree. The method is suitable for the scene of Internet application: in the internet scenario, the user often follows the hot spot, and the content searched by other users is likely to be the content which the current user wants to search, so that the user behavior data needs to be collected based on the background (that is, the user behavior data is stored in the storage space of the back end), so that prompt information is provided when the next time the user inputs the query content.
However, the above-described method has some drawbacks: 1) The Internet mass data occupies larger disk space, so that the hardware overhead of the server is increased sharply, and the data of the storage equivalent of the rear-end disk needs to be expanded or storage equipment is increased, so that the cost is increased; 2) The back-end retrieval depends on a network, and retrieval prompt cannot be carried out in a network-free environment, namely offline retrieval application cannot be supported; 3) The website application can invade the privacy of the user to a certain extent by collecting the user behavior data, and query records of all users can be finally acquired and stored by an operator through a network, so that the website application is difficult to be suitable for users or application scenes with high privacy requirements.
Based on the above problems, the embodiments of the present invention provide an information prompting method, an apparatus, and a terminal device, where the technology may be applied to a scenario in which information is prompted for input content of a user in various page applications, especially in an input box information prompting scenario of a single page application.
For the convenience of understanding the present embodiment, first, a detailed description is given of an information prompting method disclosed in the present embodiment, and a graphical user interface is provided through a terminal device, where the terminal device may be a mobile terminal (for example, a mobile phone, a tablet computer, etc.), or may be a device such as a computer; the graphical user interface includes an information receiving control specifying a component; as shown in fig. 1, the method comprises the following specific steps:
Step S102, receiving target information input to a specified component through an information receiving control.
The information receiving control is typically a control for receiving information input by a user, and the control may be an input box in a certain component in the graphical user interface. In a specific implementation, the graphical user interface may correspond to a plurality of components, where each component may have a different service function (also referred to as a component function), and typically, the service function of each component needs to be defined according to requirements of a developer, and the component may be a complete page, or may be a popup frame, an input frame in a page, or the like.
The above components can be understood as a popup frame and an input frame in a page in a single-page application, the single-page application is usually a model of a website application, only a complete html page is used, page jumps are only partially refreshed, that is, the contents of partial areas inside the html page are updated, all resources are not reloaded, one or more components can be included in one page in the single-page application, and variable states among the components can be shared and controlled through a memory.
Different components can be displayed in the graphical user interface according to different triggering conditions of a user, for example, after clicking a determination button, a popup frame is popped up in the graphical user interface; after triggering the cancel button, a window is closed in the graphical user interface, etc. The specified component may be a component currently displayed in the graphical user interface, where the specified component includes an information receiving control, and the target information may be understood as: information that the user needs to search, entered in the information receiving control of the specified component.
Step S104, according to the degree of correlation between the input component of the specified historical information in the locally stored historical information record and the specified component, the target historical information associated with the target information is acquired from the historical information record.
The history information record can be stored in a local database at the front end, namely, the history information record can be stored in a local persistence scheme or other databases. And the history information records store the history information received in the information receiving controls of all the components corresponding to the graphical user interface and the receiving times corresponding to each history information. The method for storing the history information record locally is adopted, so that the information prompt can not depend on a network, offline application is supported, meanwhile, the method does not need to store mass data from different users like back-end retrieval, the history information in the history information record of the front-end local storage scheme is the retrieval habit of the user operating the current terminal equipment, the scheme is more fit with the customized design concept of 'one person one recommendation', the history information record of the current terminal equipment cannot be disclosed to other terminals except the current terminal equipment, and the design scheme has good effect on website application with high privacy and high professionality.
The specified history information may be history information including the target information in the history information record, 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 and the specified component of the specified history information may be obtained from a preset component correlation table, or may be calculated in real time. The component correlation table may include correlation degrees between every two components in all components corresponding to the graphical user interface, where the correlation degrees may be calculated in advance according to service functions between the components. The degree of correlation is generally used for judging the degree of coincidence of service functions of all components, and the higher the degree of correlation between the components with higher degree of coincidence is, the higher the degree of correlation of search information between two components with high similarity is, so that more reliable and accurate prompt information can be provided for users.
In specific implementation, the specified history information corresponding to the input component of the specified history information and the specified 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 appointed historical information and the target information can be determined based on the correlation degree, and the appointed historical information with higher matching degree is determined to be the target historical information associated with the target information; all of the specified history information may also be determined as target history information associated with the target information.
And step S106, the obtained target history information is used as prompt information and is displayed in a graphical user interface.
The target history information may be displayed as a prompt in a graphical user interface for presentation to a 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 the 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; and may also be displayed in any user-viewable location in the designated component.
According to the information prompting method provided by the embodiment of the invention, firstly, target information input to a determined component is received through an information receiving control; further, according to the correlation degree between the input component of the specified historical information in the locally stored historical information record and the specified component, acquiring target historical information associated with the target information from the historical information record; and then, the acquired target history information is used as prompt information and displayed in a graphical user interface. In this embodiment, the history information record stores history information and input components of the history information, and when target information is received, prompt information is acquired and displayed from the history information record based on the degree of correlation between a designated component that receives the target information and the input components of the 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 a network, namely the mode supports offline 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 described in the embodiment; the method focuses on describing a specific process (realized by the following steps S204-S208) of acquiring the history information associated with the target information from the history information record according to the degree of correlation between the input component of the designated history information and the designated component in the stored history information record; as shown in fig. 2, the method comprises the steps of:
in step S202, target information input to a specified component is received through an information receiving control.
Step S204, determining the appointed historical information containing the target information and the input component corresponding to the appointed historical information from the historical information record.
The above-mentioned specified history information may be specified history information including target information in the history information record, the number of the specified history information may be one or more, for example, target information is a, and the specified history information including target information may be ab, abc, abced, acd, or the like. The input component of the specified history information generally refers to a component corresponding to the information receiving control to which the specified history information is input, for example, specified history information abc in the input component a, specified history information ab in the input component a, specified history information abcde in the input component B, and specified history information acd in the input component C.
The history information record includes: the history information received by the information receiving control of each input component and the receiving times of each history information can be also understood as the history information received by the information receiving control of all components corresponding to the graphical user interface and the receiving times of each history information stored in the history information record; in a specific implementation, the history information record of each input component is obtained by the following way: if the search information input to the current input component is received through the information receiving control, storing the search information into a history information record of the current input component; 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 above history information records may be stored locally in a form of a table, where each row corresponds to a history information record of one component, and one or more pieces of history information are corresponding to each history information record of each component, as shown in table 1, where 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 only, and in practical 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 search information ab input into the input component a, the search information ab is saved as history information to a corresponding position of the input component a in the history information record.
TABLE 1
The history information record for each component in table 1 represents: history information "ab" and "abc" are searched in the input component a, history information "abcde" is searched in the input component B, and history information "acd" and "ccc" are searched in the input component C.
If one piece of search information in a certain component is input-searched for a plurality of times, the search number (corresponding to the above-mentioned reception number) of the search information needs to be updated at the time of localized storage, and may be stored in a digitally weighted form in a table of history information records. For example, assuming that the information receiving control of the input component a has searched (received) 2 times for the search information "abc", the history information record in the above table 1 may be updated to the form of the following table 2.
TABLE 2
As can be seen from the above table 2, the record of the history information "abc" of the input component a is followed by a number 2, which represents the number of searches (weight), and the order of the history information in the history information record of the input component a is reordered, and the "abc" with more searches is ordered before the "ab" with fewer searches. Because the input box prompt information is generally limited in number, the history information with higher hit rate is mentioned in front of the history information record, the subsequent calculation amount can be obviously reduced, and the performance of the whole algorithm is improved. In addition, the sorting process of the history information may adopt an existing sorting manner, which is not described herein.
In some embodiments, the history information record may be stored locally, in a storage space provided by the localStorage-API. Compared with the scheme of locally storing data of other browsers, the localStorage-API has more durable and convenient storage characteristics, the storage characteristics are more suitable for the requirement of data storage, and the data storage is carried out by adopting the storage space provided by the localStorage-API, namely the support of offline application is automatically realized.
For the scene of the single page application, when a user enters the single page application, each time of searching content is stored in a local data storage mode in a local environment of a browser (or terminal equipment) by the single page application, data input in different components are stored in a classified mode (namely, each component is used for recording various historical information), and information of multiple searches is weighted (namely, search coefficients are set), so that a data basis is provided for subsequent retrieval of prompt information.
Step S206, for each piece of specified history information, determining the matching degree of the current specified history information and the target information based on the correlation degree between the input component and the specified component of the current specified history information.
In particular implementations, the front-end page application framework implements items that typically have a default design pattern: 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 Model layer needs to be associated to realize data sharing and function multiplexing, wherein each common file contains a specified service function. For example, a front-end page application based on the reaction implementation needs to read shared data and call a shared method, and in this process, a connect method using reduce is used to associate a project Model layer public file module, so that each component can be associated with a corresponding public file. Based on different service types, a component typically needs to call one or more common files of the Model layer to support its component functions, i.e., a component may be associated with one or more common files.
Specifically, the degree of correlation between the input component of the specified history information and the specified component can be determined by the following steps 10-12:
and step 10, obtaining configuration information of the designated component according to the public file associated with the designated component.
Common files for all Model layers are known for page applications, especially single page applications. Before determining the configuration information of the component, the public files corresponding to the graphical user interface can be encoded to obtain the serial numbers of each public file; wherein, each sequence number corresponds to an element in the preset vector, for example, the common files of the Model layer may be firstly ordered according to the name ASC (American Standard Code ) code, or the common files may be sequentially numbered as 1, 2, 3..n according to numbers, wherein, 1, 2, 3..n represents the sequence number of the common files.
For example, the graphic user interface corresponds to Aa, bb, cc, dd, ee, ff and Gg for 7 public files, so that the preset vector is a 7-dimensional vector, the 7 public files are encoded, and the sequence numbers corresponding to the 7 public files are 1, 2, 3, 4, 5, 6 and 7 respectively, so that the 7 sequence numbers correspond to 7 elements in the preset vector respectively.
In 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 for 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 configuration information of the designated component. The method can characterize the public files associated with the designated components and the public files not associated with the designated components by binarizing elements in the preset vector; specifically, the first value and the second value are different values, and specific assignment 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 Aa, bb, cc, dd, ee, ff and Gg for 7 public files, the serial numbers corresponding to the 7 public files are 1, 2, 3, 4, 5, 6 and 7, respectively, and assuming that the public files associated with the component a have Aa, bb, dd, de and Gg, the serial numbers corresponding to 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 follows: [1,1,0,1,1,0,1].
It should be noted that: (1) If the order of the common files associated with the components is unordered, for example, the actual order 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 ordered according to the sequence numbers of the associated common files, and the ordering rule may be arbitrarily specified, for example, an ordering manner of ascending sequence numbers is adopted. (2) The final configuration information is a vector characterized in terms of placeholders: [1,1,0,1,1,0,1] the placeholder rule (corresponding to the setting rule of the first and second values) may be arbitrarily specified, for example, in the above configuration information [1,1,0,1,1,0,1] of the component a, 1 placeholder is used at the positions corresponding to 1, 2, 4, 5 and 7 elements, representing "reference", that is, component a associates the common file corresponding to the element with the placeholder of 1, and 0 placeholder is used at the positions corresponding to the 3 and 6 elements, representing "no reference", that is, component a does not associate the common file corresponding to the element with the placeholder of 0.
Based on the generation mode of the configuration information of the specified components, the configuration information of all the components corresponding to the graphical user interface can be obtained, and the configuration information of all the components can be stored in a preset component association file comparison table. Assuming that the graphical user interface corresponds to three components A, B and C, the common files associated with the component A are Aa, bb, dd, ee and Gg, the common files associated with the component B are Bb, dd, ee, ff and Gg, the common files associated with the component C are Cc, ee and Ff, and the obtained component associated file comparison table is shown in Table 3.
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 meaning of storing the common file associated with each component is that: different components may be associated with the same common file, based on which it is known that if two components are associated with multiple same common files, the higher the degree of correlation of the content and functionality of the two components.
In some embodiments, the above step 10 may also be implemented by: and determining the public file associated with the specified component by means of static code checking, and generating configuration information of the specified component. Configuration information can be obtained through a manual writing mode, and the mode of generating the configuration information by using static code checking is convenient in consideration of the expansibility of projects and the variability of front-end services.
And step 11, obtaining configuration information of the input assembly according to the public file associated with the input assembly of the appointed history information. Configuration information of the input component can be obtained by generating configuration information with the specified component.
Step 12, determining a correlation coefficient between the input component and the appointed component based on the configuration information of the input component and the configuration information of the appointed 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 particular implementations, the correlation coefficient of the input component with the specified component may be calculated by a spearman (speerman) correlation coefficient, or the degree of correlation between components may be determined by other ways of calculating the correlation coefficient. The above-mentioned spearman correlation coefficient may also be generally referred to as spearman rank correlation coefficient, where "rank" may be understood as a sequence or order, and then the correlation coefficient is solved according to the order position of the original data, the correlation coefficient is a non-parameter index measuring the dependence of two variables, the correlation coefficient evaluates the correlation of two statistical variables by using a monotonic equation, and for two sets of data, if spearman correlation coefficient is 1, it indicates a complete correlation, and if spearman correlation coefficient is-1, it indicates a complete negative correlation, i.e. the larger the correlation coefficient, the higher the correlation.
The calculation formula of the spearman correlation coefficient may be:
wherein ρ represents a correlation coefficient; i is an integer from 1 to n, n represents the graphical user interface corresponding toTotal number of common files; x is x i Represents the ith element in the configuration information of the input component,representing the average value of all elements in the configuration information of the input component; y is i An ith element in configuration information representing a specified component,/->Representing the average of all elements in the configuration information for the specified component.
In practical applications, the correlation coefficient between the input component and the specified component may be determined by the following equation:
wherein ρ represents a correlation coefficient; n represents the total number of public files corresponding to the graphical user interface; d, d i Representing the difference between the ith element in the configuration information of the input component and the ith element in the configuration information of the designated component, the ith element being used to indicate whether the component is associated with the ith common file. Typically, the ith element is a first value indicating that the component is associated with the ith common file, and the ith element is a second value indicating that the component is not associated with the ith common 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; the difference between the elements in the configuration information of component a and the elements in the configuration information of 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 it is possible to obtain:
in summary, the correlation coefficient between component a and component B is 0.96429. Therefore, according to the determination mode of the correlation coefficient between the input component and the designated component, the correlation coefficient between every two components in all components corresponding to the graphical user interface can be calculated, and the correlation coefficient between every two components is stored in a preset component correlation table, and since the results of forward calculation of the correlation coefficient and reverse calculation of the correlation coefficient between 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, wherein 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 Table 4
As can be seen from table 4, the correlation coefficient between each component and itself is 1 (i.e. the complete correlation), the correlation coefficient between component a and component B is 0.96429, the correlation coefficient between component a and component C is 0.89286, and the correlation coefficient between component B and component C is 0.92857, so that the component functions of component a and component B are similar.
In a specific implementation, the step of determining the matching degree between the current specified history information and the target information in the step S206 based on the correlation degree between the input component and the specified component of the current specified history information includes: and determining the product of the correlation degree between the input component of the current appointed historical information and the appointed component and the receiving times of the current appointed historical information as the matching degree of the current appointed historical information and the target information. For example, the degree of correlation between the input component and the specified component of the current specified history information is ρ, the number of times of reception of the current specified history information is rank, and then the degree of matching of the current specified history information with the target information is rank×ρ.
Step S208, according to the matching degree, the target historical information associated with the target information is obtained from the historical 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 higher the degree of matching or the higher than the preset threshold value, the specific history information can be determined as the target history information associated with the target information. In specific implementation, the step S208 may be implemented by the following steps 20-21:
and step 20, sorting the appointed historical information according to the order of the matching degree from large to small.
Step 21, selecting the history information with the designated number, which is ranked at the front, from the designated history information as the target history information associated with the target information.
The above specified number may be set according to development requirements, may be set to 8 or 10, or the like.
For example, when the user inputs the information a in the information receiving control of the component a, all the history information including a may be found from the table of the stored history information records, or all the history information beginning with a may be found, the found history information is used as the specified history information, and the found specified history information is assumed to be the history information abc corresponding to the component a, the history information abcde corresponding to the component B, and the history information acd corresponding to the component C; the matching degree of each piece of appointed historical information and the input information a is calculated, and the matching degree is specifically as follows:
match abc ＝rank abc ×ρ AA ＝2×1＝2
match ab ＝rank ab ×ρ AA ＝1×1＝1
match abcde ＝rank abcde ×ρ AB ＝1×0.96429＝0.96429
match acd ＝rank acd ×ρ AC ＝1×0.89286＝0.89286
Wherein match abc Representing the degree of matching of the specified history information abc with the input information a; match ab Representing the matching degree of the appointed history information ab and the input information a; match abcde Representing the matching degree of the appointed history information adcde and the input information a; match acd Representing the matching degree of the specified history information acd and the input information a; rank (rank) abc Representing the number of times of reception of the specified history information abc in the component A, rank ab Representing the number of times the specified history information ab is received within the component A, rank abcde Representing the number of times of reception of the specified history information adcde in the component B, rank acd Representing the number of times of reception of the specified history information acd within the component C; ρ AA Representing the correlation coefficient (also referred to as degree of correlation) between component A and component A ρ AB Representing the correlation coefficient between component A and component B, ρ AC Representing the correlation between component a and component C.
Then sequencing the calculated matching degree of each piece of appointed historical information and the input information a according to the sequence from the big to the small of the matching degree to obtain abc > ab > abcde > acd; the top 3 pieces of specified history information may be selected as prompt information, or all of the 4 pieces of specified history information may be used as prompt information, that is, when the user inputs "a" in the input box of the component a (corresponding to the information receiving control described above), the specified history information abc, ab, abcde and acd are sequentially displayed in the prompt of the input box of the component a.
Step S210, the obtained target history information is used as prompt information and displayed in a graphical user interface.
For the understanding of this 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 the 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 same historical information is received for a plurality of times, 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 historical information record of each component and the receiving times of the historical information are stored in the table of the historical information record.
When the user inputs target information in the input box, carrying out correlation retrieval on the history information in the table of the locally stored history information record to retrieve the appointed history information containing the target information, then carrying out matching degree calculation on all the retrieved appointed history information according to the weighted information (corresponding to the receiving times) of the appointed history information and the correlation coefficient of the input component and the appointed component of the appointed history information, carrying out descending order on the matching degree, intercepting the front N appointed history information and presenting the N appointed history information as prompt information of the input box to the user. According to the mode, through a whole set of intelligent input box prompt scheme, the user can be prompted more accurately on the common historical information of the user, so that the usability of a website is improved, the user experience is improved, and the product attraction is increased.
In the scene of single-page application, the overall architecture design of the single-page application can be optimized by calculating a flow system of the correlation coefficient among all components of the single-page application, so that the developer has deeper knowledge on the whole single-page application, and the soundness of the project and the business function is indirectly improved. Meanwhile, by storing the user search record in the front-end flow system, the project customization degree and the privacy can be improved, and compared with a rear-end search record system, the system can greatly improve the storage space utilization rate of the client, so that the cost of the rear-end server equipment is saved.
According to the information prompting method, firstly, target information input to a designated component is received through an information receiving control; further, from the history information record, determining specified history information containing target information and an input component corresponding to the specified history information; determining the matching degree of the current appointed historical information and the target information according to the correlation degree between the input component and the appointed component of the current appointed historical information aiming at each appointed historical information; and then according to the matching degree, acquiring target historical information associated with the target information from the historical information record, and displaying the acquired target historical information as prompt information in a graphical user interface. The method can acquire appointed historical information from the stored historical information record, and determines prompt information corresponding to target information according to the appointed historical information, so that the information prompt method does not depend on a network, and offline retrieval is realized; in addition, the mode does not need to store data of other users, only needs to store data of local users, so that a large amount of storage space is saved, and the storage cost is saved to a certain extent.
Corresponding to the embodiment of the method, the embodiment of the invention also provides an information prompt device which is arranged on the terminal equipment and provides a graphical user interface through the terminal equipment; the graphical user interface includes an information receiving control specifying a component; as shown in fig. 4, the apparatus includes:
the information receiving module 40 is configured to receive, through the information receiving control, the target information input to the specified component.
An information processing module 41 for acquiring 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 and the specified component in the locally stored history information record; the appointed historical information is the historical information containing the target information in the historical information record.
The information display module 42 is configured to display the obtained target history information as prompt information in the graphical user interface.
The information prompting device firstly receives target information input to a determined component through an information receiving control; further, according to the correlation degree between the input component of the specified historical information in the locally stored historical information record and the specified component, acquiring target historical information associated with the target information from the historical information record; and then, the acquired target history information is used as prompt information and displayed in a graphical user interface. In this embodiment, the history information record stores history information and input components of the history information, and when target information is received, prompt information is acquired and displayed from the history information record based on the degree of correlation between a designated component that receives the target information and the input components of the 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 a network, namely the mode supports offline 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, wherein each input component corresponds to at least one public file, and each public file contains a specified 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 appointed assembly according to the public file associated with the appointed assembly; 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 appointed history information; a correlation coefficient determining 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: encoding public files corresponding to the graphical user interface to obtain serial numbers 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 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 configuration information of the designated component.
In a specific implementation, the configuration information generating unit is further configured to: and determining the public file associated with the specified component by means of static code checking, and generating configuration information of the specified component.
Further, the correlation coefficient determining unit is configured to: the correlation coefficient between the input component and the specified component is determined by the following equation:
wherein ρ represents a correlation coefficient; n represents the total number of public files corresponding to the graphical user interface; d, d i Representing the difference between the ith element in the configuration information of the input component and the ith element in the configuration information of the designated component, the ith element being used to indicate whether the component is associated with the ith common file.
Further, the history information record includes: historical information received by the information receiving control of each input component and the receiving times of each historical information; the device further comprises a history information record acquisition module 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, storing the search information into a history information record of the current input assembly; if the history information record of the current input assembly contains the same history information as the search information, the receiving times of the history information are updated.
In a 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 specified history information determining unit for determining specified history information including target information from the history information record, and an input component corresponding to the specified history information; a matching degree determining unit for determining, for each specified history information, a matching degree of the current specified history information with the target information based on a degree of correlation between the input component and the specified component of the current specified history information; and the associated information determining unit is used for acquiring the target historical information associated with the target information from the historical 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 of the current appointed historical information and the appointed component and the receiving times of the current appointed historical information as the matching degree of the current appointed historical information and the target information.
In a specific implementation, the above-mentioned associated information determining unit is configured to: ordering the appointed historical information according to the sequence of the matching degree from big to small; the history information of the specified number, which is ranked first, 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 effects as those of the embodiment of the method, and for the sake of brevity, reference may be made to the corresponding content in the embodiment of the method.
The 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 described above.
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, randomAccessMemory) and may further include a non-volatile memory (non-volatile memory), such as at least one magnetic disk memory. The communication connection between the system network element and at least one other network element is implemented via at least one communication interface 103 (which may be wired or wireless), and may use the internet, a wide area network, a local network, a metropolitan area network, etc. Bus 102 may be an ISA bus, a PCI bus, an EISA bus, or the like. The buses may be classified as address buses, data buses, control buses, etc. For ease of illustration, only one bi-directional arrow is shown in FIG. 5, but not only one bus or type of bus.
The processor 101 may be an integrated circuit chip with signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware in the processor 101 or instructions in the form of software. The processor 101 may be a general-purpose processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also digital signal processors (Digital Signal Processor, DSP for short), application specific integrated circuits (Application Specific Integrated Circuit, ASIC for short), field-programmable gate arrays (Field-Programmable Gate Array, FPGA for short) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components. The disclosed methods, steps, and logic blocks 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 embodied directly in the execution of a hardware decoding processor, or in the execution of a combination of hardware and software modules in a decoding processor. The software modules may be located in a random access memory, flash memory, read only memory, programmable read only memory, or electrically erasable programmable memory, registers, etc. as well known in the art. The storage medium is located in the memory 100 and the processor 101 reads information in the memory 100 and in combination with its hardware performs the steps of the method of the previous embodiments.
The embodiment of the invention also provides a computer readable storage medium, which stores computer executable instructions that, when being called and executed by a processor, cause the processor to implement the information prompting method, and the specific implementation can be referred to the method embodiment and will not be described herein.
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, and the instructions included in the program codes can be used for executing the method described in the previous method embodiment, and specific implementation can be referred to the method embodiment and will not be repeated here.
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 this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, an electronic device, or a network device, etc.) 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, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
In the description of the present invention, it should be noted that the directions or positional relationships indicated by the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc. are based on the directions or positional relationships shown in the drawings, are merely for convenience of describing the present invention and simplifying the description, and do not indicate or imply that the devices or elements referred to must have a specific orientation, be configured and operated in a specific 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 examples are only specific embodiments of the present invention, and are not intended to limit the scope of the present invention, but it should be understood by those skilled in the art that the present invention is not limited thereto, and that the present invention is described in detail with reference to the foregoing examples: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or perform equivalent substitution of some of the technical features, while remaining within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention, and are intended to be included in the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (12)

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;
according to the correlation degree between an input component for specifying the historical information in a locally stored historical information record and the specified component, acquiring target historical information associated with the target information from the historical information record; the appointed historical information is the historical information of the target information contained in the historical information record;
the obtained target history information is used as prompt information and is displayed in the graphical user interface;
the graphical user interface comprises a plurality of input components, wherein each input component corresponds to at least one public file, and each public file contains a specified service 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 appointed component according to the public file associated with the appointed component; obtaining configuration information of the input assembly according to the public file associated with the input assembly of the appointed historical information; 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 for indicating the degree of correlation of the input component and the component function of the specified component.
2. The method of claim 1, wherein prior to the step of obtaining configuration information for the specified component from the common file associated with the specified component, the method further comprises: encoding public files corresponding to the graphical user interfaces to obtain serial numbers of the public files; wherein each sequence number corresponds to an element in a preset vector;
the step of obtaining the configuration information of the appointed component according to the public file associated with the appointed 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 in the preset vectors except for the elements corresponding to the serial numbers of the public files associated with the designated components 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 configuration information of the designated component.
3. The method of claim 1, wherein the step of obtaining configuration information of the specified component from the common file associated with the specified component comprises:
and determining the public file associated with the specified component by means of static code checking, and generating configuration information of the specified component.
4. The method of claim 1, 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:
the correlation coefficient between the input component and the specified component is determined by the following equation:
wherein ρ represents a correlation coefficient; n represents the total number of public files corresponding to the graphical user interface; d, d i Representing a difference value between an ith element in the configuration information of the input component and an ith element in the configuration information of the designated component, wherein the ith element is used for indicating whether the component is associated with an ith public file.
5. The method of claim 1, wherein the history information record comprises: historical information received by the information receiving control of each input component and the receiving times of each historical information;
the history information record of each input component is obtained by the following method:
if search information input to a current input component is received through the information receiving control, storing the search information into a history information record of the current input component;
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.
6. The method of claim 1, wherein the history information record is stored in a memory space provided by a localStorage-API.
7. The method of claim 1, wherein the step of obtaining the target history information associated with the target information from the history information record based on the degree of correlation between the input component specifying the history information and the specified component in the locally stored history information record, 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 appointed historical information, determining the matching degree of the current appointed historical information and the target information based on the correlation degree between the input component of the current appointed historical information and the appointed component;
and acquiring target historical information associated with the target information from the historical information record according to the matching degree.
8. The method of claim 7, wherein the step of determining the degree of matching of the current specified history information with 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 of the current appointed historical information and the appointed component and the receiving times of the current appointed historical information as the matching degree of the current appointed historical information and the target information.
9. The method of claim 7, wherein the step of obtaining the target history information associated with the target information from the history information record according to the degree of matching comprises:
sorting the appointed historical information according to the sequence of the matching degree from big to small;
and selecting a specified number of history information which is ranked ahead from the specified history information as target history information associated with the target information.
10. An information prompt 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 target information input to the appointed component through the information receiving control;
the information processing module is used for 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; the appointed historical information is the historical information of the target information contained in the historical information record;
The information display module is used for displaying the acquired target history information serving as prompt information in the graphical user interface;
the graphical user interface comprises a plurality of input components, wherein each input component corresponds to at least one public file, and each public file contains a specified 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 appointed assembly according to the public file associated with the appointed assembly; the configuration information generating unit is further used for obtaining configuration information of the input assembly according to the public file associated with the input assembly of the appointed historical information; a correlation coefficient determining unit configured to determine a correlation coefficient between the input component and the specified component based on configuration information of the input component and configuration information of the specified component; wherein the correlation coefficient is used for indicating the degree of correlation of the input component and the component function of the specified component.
11. 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 9.
12. A computer readable storage medium storing computer executable instructions which, when invoked and executed by a processor, cause the processor to implement the information prompting method of any one of claims 1 to 9.
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一种新型互联网信息检索系统的构想;龚剑;现代情报(09);全文 *

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