CN112948385A - Method and device for displaying sequence data distribution, storage medium and terminal equipment - Google Patents
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2228—Indexing structures
- G06F16/2246—Trees, e.g. B+trees
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- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2474—Sequence data queries, e.g. querying versioned data
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- G06F16/248—Presentation of query results
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Abstract
The invention discloses a method and a device for displaying sequence data distribution, a storage medium and terminal equipment, wherein the method comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining the distribution of a plurality of preset sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface; wherein each sequence data has a time series of a unique length, each sequence data including at least one node information. The invention provides an iterative sequence group query interface with functions of viewing and selecting, wherein the interface comprises a graphical interactive interface taking a circular ring as a main body, supports a user to gradually set conditions of searched public subsequences, and synchronously displays the searched groups on the interface.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a method and a device for displaying sequence data distribution, a storage medium and terminal equipment.
Background
Sequence data refers to data collected in a particular order, usually chronological. The sequence data exists in various aspects of production and life, for example, an access sequence of each scenic spot when people travel, a shop browsing sequence when people shop in a shopping mall, a user operation sequence when the electronic App is used, and the like. Mining groups in sequence data, i.e., sequences with common subsequences, is of great significance to finding similar sequences, obtaining frequent subsequence patterns, and finding associations between elements in sequences.
At present, sequence pattern mining algorithms in machine learning all run in the form of a 'black box', that is, after data is input, all frequent subsequence patterns are mined under the setting of existing parameters. Such methods tend to be time consuming, cannot be adjusted instantaneously based on user input, and users need to understand subsequences a second time.
Accordingly, there is a need for improvements and developments in the art.
Disclosure of Invention
The present invention is directed to provide a method, an apparatus, a storage medium, and a terminal device for displaying sequence data distribution, which are used to solve the problem that the prior art cannot perform an instant adjustment according to a user input when displaying the sequence data distribution.
In order to achieve the purpose, the invention adopts the following technical scheme:
in a first aspect, an embodiment of the present invention provides a method for displaying a sequence data distribution, where the method includes:
receiving a query instruction of a user, wherein the query instruction carries target node information;
determining the distribution of a plurality of preset sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface;
wherein each sequence data has a time series of a unique length, each sequence data including at least one node information.
As a further improved technical solution, the determining, according to the target node information, a distribution of the plurality of sequence data in a plurality of preset sequence data, and displaying the distribution on a preset display interface specifically includes:
converting the plurality of sequence data into a tree structure, wherein the tree structure comprises the target node information;
determining a first-level node of the next level of the target node information according to the tree structure and the target node information;
determining a parent node of the upper level of the target node information according to the tree structure and the target node information;
and displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information and the previous-level father node of the target node information.
As a further improved technical scheme, a circular ring area is arranged on the display interface, and a gap is arranged in the circular ring area; the displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information, and the previous-level father node of the target node information specifically includes:
displaying the target node information at the circle center position of the circular ring area;
the first-level node of the next level of the target node information is displayed on the position of the circular ring except the circle center and the gap;
and displaying a parent node at the upper level of the target node information at the notch position.
As a further improved technical scheme, the inner side of the circular ring area is also provided with an explanatory label of the node.
As a further improvement, each node information of the tree structure comprises a plurality of determined sequence data quantities.
As a further improved technical scheme, a sliding bar is further arranged on the preset display interface, and the sliding bar is used for setting the number of the first-level nodes displayed on the next level of the target node information.
As a further improved technical solution, a histogram is further arranged on the circular ring area.
In a second aspect, an embodiment of the present invention provides an apparatus for displaying sequence data distribution, where the apparatus includes:
the receiving module is used for receiving a query instruction of a user, wherein the query instruction carries target node information;
the display module is used for determining the distribution of the sequence data in the preset sequence data according to the target node information and displaying the distribution on a preset display interface;
wherein each sequence data has a time series of a unique length, each sequence data including at least one node information.
In a third aspect, the present invention provides a computer-readable storage medium storing one or more programs, which are executable by one or more processors to implement the steps in the display method of sequence data distribution as described in any one of the above.
In a fourth aspect, an embodiment of the present invention provides a terminal device, where the terminal device includes a processor, a memory, and a communication bus; a computer readable program stored in the memory that is executable by the processor;
the communication bus realizes communication connection between the processor and the memory;
the processor, when executing the computer readable program, implements the steps in the method for displaying a sequence data distribution as described in any one of the above.
Has the advantages that: compared with the prior art, the invention provides a method and a device for displaying sequence data distribution, a storage medium and terminal equipment, wherein the method comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining the distribution of a plurality of preset sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface; wherein each sequence data has a time series of a unique length, each sequence data including at least one node information. The invention provides an iterative sequence group query interface with functions of viewing and selecting, wherein the interface comprises a graphical interactive interface taking a circular ring as a main body, supports a user to gradually set conditions of searched public subsequences, and synchronously displays the searched groups on the interface.
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, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flowchart of a method for displaying sequence data distribution according to the present invention.
FIG. 2 is a diagram illustrating a tree structure of a plurality of sequence data provided by the present invention.
Fig. 3 is a schematic diagram of a display interface provided by the present invention.
FIG. 4 is a schematic diagram of the distribution of a plurality of sequence data provided by the present invention on a display interface.
Fig. 5 is a schematic view of the annular region provided by the present invention.
FIG. 6 is a schematic structural diagram of a display device for sequence data distribution provided by the present invention.
Fig. 7 is a schematic structural diagram of a terminal device provided in the present invention.
Detailed Description
The present invention provides a method and an apparatus for displaying sequence data distribution, a storage medium, and a terminal device, and in order to make the objects, technical solutions, and effects of the present invention clearer and clearer, the present invention will be described in further detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.
It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
The inventors have found that sequence data refers to data collected in a particular order (usually chronological). The sequence data exists in various aspects of production and life, for example, an access sequence of each scenic spot when people travel, a shop browsing sequence when people shop in a shopping mall, a user operation sequence when the electronic App is used, and the like. Mining groups in sequence data, i.e., sequences with common subsequences, is of great significance to finding similar sequences, obtaining frequent subsequence patterns, and finding associations between elements in sequences.
At present, sequence pattern mining algorithms in machine learning all run in the form of a 'black box', that is, after data is input, all frequent subsequence patterns are mined under the setting of existing parameters. Such methods tend to be time consuming, cannot be adjusted instantaneously based on user input, and users need to understand subsequences a second time.
In order to solve the above problem, in the embodiment of the present application, a query instruction of a user is received, where the query instruction carries target node information; and determining the distribution of the plurality of sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface. The invention provides an iterative sequence group query interface with functions of viewing and selecting, wherein the interface comprises a graphical interactive interface taking a circular ring as a main body, supports a user to gradually set conditions of searched public subsequences, and synchronously displays the searched groups on the interface. Meanwhile, the user is supported to modify the set conditions such as rollback, follow-up and the like, and the updated result is displayed immediately.
The invention will be further explained by the description of the embodiments with reference to the drawings.
The embodiment provides a method for displaying sequence data distribution, as shown in fig. 1, the method includes:
s100, receiving a query instruction of a user, wherein the query instruction carries target node information.
In this embodiment, the query instruction of the user refers to an instruction capable of querying a common subsequence in the plurality of sequence data, and the query instruction carries target node information, so that the user can search for a graphical interface displayed with the target node information through the query instruction, the graphical interface can be synchronously displayed on a preset display interface, and meanwhile, the user is supported to modify the set conditions such as rollback and follow-up, and the updated result is displayed in real time. For example, if the user currently uses "beijing" as the target node information, the public subsequence found by using "beijing" as the central node can be visually displayed to the user on the display interface.
S200, determining the distribution of the sequence data in the preset sequence data according to the target node information, and displaying the distribution on a preset display interface.
In this embodiment, each of the sequence data has a time series of a unique length, and each of the sequence data includes at least one node information. As shown in FIG. 2, the sequence data is typically expressed as a "string" type structure (three pieces of sequence data to the left in FIG. 2). In this embodiment, the sequence data is organized in a "tree" type structure to better highlight the group relationships between sequences. As in the tree structure of FIG. 2, the "A-B" subsequence is a common subsequence of the two sequences and is therefore a group under the "A-B" subsequence query condition.
As shown in fig. 3, the determining, according to the target node information, a distribution of the plurality of sequence data in a plurality of preset sequence data, and displaying the distribution on a preset display interface specifically includes:
s201, converting the sequence data into a tree structure, wherein the tree structure comprises the target node information;
s202, determining a first-level node of the next level of the target node information according to the tree structure and the target node information;
s203, determining a parent node of the upper level of the target node information according to the tree structure and the target node information;
and S204, displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information and the previous-level father node of the target node information.
For example, as shown in fig. 4, fig. 4 is a schematic diagram of a sequential group query starting from a central node "beijing city". The graph is sequence data for a plurality of users, each user posting a microblog and each microblog posting a city. As can be seen from fig. 4, the "beijing city" is used as the target node information, and a total of 536 users have issued microblogs in the beijing city; 439 users published two microblogs in Beijing; 369 users published three microblogs in Beijing; 308 users issue four microblogs in Beijing; five micro blogs are issued by 271 users in Beijing; five microblogs were issued by 49 users in Beijing and one microblog was issued in Shanghai.
Further, as shown in fig. 4 and 5, a circular ring area is arranged on the display interface, and a gap is arranged in the circular ring area; the displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information, and the previous-level father node of the target node information specifically includes:
displaying the target node information at the circle center position of the circular ring area;
the first-level node of the next level of the target node information is displayed on the position of the circular ring except the circle center and the gap;
and displaying a parent node at the upper level of the target node information at the notch position.
Specifically, the invention provides a graphical interactive interface taking a circular ring as a main body, so that a user can select while watching, and iterative sequential group query is realized.
Further, in this embodiment, an explanation label of a node, for example, an explanation label of "beijing", "shanghai", or "shenzhen", is further provided on the inner side of the ring region, so that the query result is more intuitive, and the modification of rollback, follow-up, and the like on the set condition by the user is supported, and the updated result is immediately displayed.
In this embodiment, each node information of the tree structure includes the determined number of the plurality of sequence data. Specifically, referring to fig. 4, fig. 4 is a schematic diagram of a sequential group query initiated from a central node "beijing city". The graph is sequence data for a plurality of users, each user posting a microblog and each microblog posting a city. As can be seen from fig. 4, the "beijing city" is used as the target node information, and a total of 536 users have issued microblogs in the beijing city; 439 users published two microblogs in Beijing; 369 users published three microblogs in Beijing; 308 users issue four microblogs in Beijing; five micro blogs are issued by 271 users in Beijing; five microblogs were issued by 49 users in Beijing and one microblog was issued in Shanghai. Thus, the number on each node may make it more intuitive for the user to view the distribution of sequence data.
In this embodiment, as shown in fig. 5, a sliding bar is further disposed on the preset display interface, and the sliding bar is used to set the number of the first-level nodes displayed on the next level of the target node information. For example, when the first-level node of the next level of the target node information includes a plurality of first-level nodes, since the plurality of first-level nodes may relate to a plurality of small groups, in this embodiment, a sliding bar is further disposed on a preset display interface, and the sliding bar is used for setting the number of the first-level nodes displayed on the next level of the target node information, so that the first-level nodes of the large group required by the user can be viewed through real-time adjustment of the user, and therefore the user can "view and select" an iterative sequence group query interface, and the interface includes a graphical interactive interface mainly including a circular ring, which supports the user to gradually set the condition of the searched common subsequence, and synchronously display the searched group on the interface. Meanwhile, the user is supported to modify the set conditions such as rollback, follow-up and the like, and the updated result is displayed immediately. In practical application, the circular ring area is also provided with a histogram, the histogram in the circular ring reflects the group number statistics from the first-level node to the lower node thereof, and a user is helped to conveniently preview some potential large groups. Meanwhile, the inside of the ring can be designed with a caption label of the node, such as "how & entity" in fig. 5, and the outside of the ring is designed with a circle to represent a large group under the branch, so as to facilitate the clicking among users.
In summary, compared with the prior art, the embodiment of the invention has the following advantages:
the invention discloses a method for displaying sequence data distribution, which comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining the distribution of a plurality of preset sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface; wherein each sequence data has a time series of a unique length, each sequence data including at least one node information. The invention provides an iterative sequence group query interface with functions of viewing and selecting, wherein the interface comprises a graphical interactive interface taking a circular ring as a main body, supports a user to gradually set conditions of searched public subsequences, and synchronously displays the searched groups on the interface.
Based on the above method for displaying sequence data distribution, the present invention further provides a device for displaying sequence data distribution, as shown in fig. 6, the device comprising:
a receiving module 41, configured to receive a query instruction of a user, where the query instruction carries target node information;
the display module 42 is configured to determine distribution of the multiple sequence data in multiple preset sequence data according to the target node information, and display the distribution on a preset display interface;
wherein each sequence data has a time series of a unique length, each sequence data including at least one node information.
It should be noted that, as can be clearly understood by those skilled in the art, the specific implementation process of the display device for sequence data distribution and each module may refer to the corresponding description in the foregoing embodiment of the display method for sequence data distribution, and for convenience and brevity of description, no further description is provided here.
The above-mentioned display means of the sequence data distribution may be implemented in the form of a computer program that can be run on the terminal device as shown in fig. 7.
Based on the above method for displaying sequence data distribution, the present invention further provides a computer-readable storage medium, in which one or more programs are stored, and the one or more programs can be executed by one or more processors to implement the steps in the method for displaying sequence data distribution according to the above embodiment.
Based on the above displaying method of the sequence data distribution, the present invention also provides a terminal device, as shown in fig. 7, which includes at least one processor (processor) 20; a display screen 21; and a memory (memory)22, and may further include a communication Interface (Communications Interface)23 and a bus 24. The processor 20, the display 21, the memory 22 and the communication interface 23 can communicate with each other through the bus 24. The display screen 21 is configured to display a user guidance interface preset in the initial setting mode. The communication interface 23 may transmit information. The processor 20 may call logic instructions in the memory 22 to perform the methods in the embodiments described above.
Furthermore, the logic instructions in the memory 22 may be implemented in software functional units and stored in a computer readable storage medium when sold or used as a stand-alone product.
The memory 22, which is a computer-readable storage medium, may be configured to store a software program, a computer-executable program, such as program instructions or modules corresponding to the methods in the embodiments of the present disclosure. The processor 20 executes the functional application and data processing, i.e. implements the method in the above-described embodiments, by executing the software program, instructions or modules stored in the memory 22.
The memory 22 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal device, and the like. Further, the memory 22 may include a high speed random access memory and may also include a non-volatile memory. For example, a variety of media that can store program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk, may also be transient storage media.
In addition, the specific processes loaded and executed by the storage medium and the instruction processors in the terminal device are described in detail in the method, and are not stated herein.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. A method for displaying a distribution of sequence data, the method comprising:
receiving a query instruction of a user, wherein the query instruction carries target node information;
determining the distribution of a plurality of preset sequence data in a plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface;
wherein each sequence data has a time series of a unique length, each sequence data including at least one node information.
2. The method for displaying the distribution of the sequence data according to claim 1, wherein the determining the distribution of the plurality of sequence data in a plurality of preset sequence data according to the target node information and displaying the distribution on a preset display interface specifically comprises:
converting the plurality of sequence data into a tree structure, wherein the tree structure comprises the target node information;
determining a first-level node of the next level of the target node information according to the tree structure and the target node information;
determining a parent node of the upper level of the target node information according to the tree structure and the target node information;
and displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information and the previous-level father node of the target node information.
3. The method for displaying sequence data distribution according to claim 2, wherein a circular ring area is arranged on the display interface, and a gap is arranged in the circular ring area; the displaying the tree structure on a preset display interface according to the target node information, the next-level node of the target node information, and the previous-level father node of the target node information specifically includes:
displaying the target node information at the circle center position of the circular ring area;
the first-level node of the next level of the target node information is displayed on the position of the circular ring except the circle center and the gap;
and displaying a parent node at the upper level of the target node information at the notch position.
4. The method for displaying sequence data distribution according to claim 3, wherein the inner side of the circular ring area is further provided with an explanatory label of the node.
5. The method for displaying distribution of sequence data according to claim 2, wherein each node information of the tree structure includes the determined number of the sequence data.
6. The method for displaying sequence data distribution according to claim 5, wherein a slider bar is further disposed on the preset display interface, and the slider bar is used for setting the number of the first-level nodes displayed at the next level of the target node information.
7. The method for displaying the distribution of sequence data according to claim 1, wherein a histogram is further disposed on the circular area.
8. A display device for sequence data distribution, the device comprising:
the receiving module is used for receiving a query instruction of a user, wherein the query instruction carries target node information;
the display module is used for determining the distribution of the sequence data in the preset sequence data according to the target node information and displaying the distribution on a preset display interface;
wherein each sequence data has a time series of a unique length, each sequence data including at least one node information.
9. A computer-readable storage medium storing one or more programs which are executable by one or more processors to implement the steps in the method for displaying the distribution of sequence data according to any one of claims 1 to 7.
10. A terminal device, characterized in that the terminal device comprises a processor, a memory and a communication bus; a computer readable program stored in the memory that is executable by the processor;
the communication bus realizes communication connection between the processor and the memory;
the processor, when executing the computer readable program, implements the steps in the method for displaying the sequence data distribution according to any one of claims 1 to 7.
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