CN112948385B - Display method and device for sequence data distribution, storage medium and terminal equipment - Google Patents
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- 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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- G—PHYSICS
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- 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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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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Abstract
The invention discloses a display method, a device, a storage medium and terminal equipment for sequence data distribution, wherein the method comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining 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; wherein each sequence data has a time series of unique length, each sequence data comprising at least one node information. The invention provides a 'watch and select at the same time' iterative sequence group inquiry interface, and the interface comprises a graphical interaction interface taking a circular ring as a main body, which supports a user to gradually set the condition of searching public subsequences, and synchronously displays the searched groups on the interface.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method and apparatus for displaying sequence data distribution, a storage medium, and a terminal device.
Background
Sequence data refers to data collected in a particular order (typically time order). The sequence data is present in aspects of production and living, such as an access sequence of each scenic spot when people travel, a shop browsing sequence when shopping in a mall, a user operation sequence when an electronic App is used, and the like. The mining of groups in sequence data, i.e. sequences with common subsequences, has important significance in finding similar sequences, obtaining frequent subsequence patterns, and finding associations between elements in the sequences.
At present, the sequence pattern mining algorithm in machine learning operates in a black box mode, namely, after data is input, all frequent subsequence patterns are mined under the existing parameter setting. Such methods tend to be time consuming, unable to make immediate adjustments based on user input, requiring secondary understanding of the sub-sequence by the user, and the like.
Accordingly, there is a need for improvement and development in the art.
Disclosure of Invention
The invention aims to solve the technical problem that in the prior art, the instant adjustment cannot be performed according to user input when the sequence data distribution is displayed.
In order to achieve the above 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 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;
wherein each sequence data has a time series of unique length, each sequence data comprising at least one node information.
As a further improvement technical scheme, the determining, according to the target node information, the distribution of the plurality of sequence data in a preset plurality of 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 primary node of a next stage of the target node information according to the tree structure and the target node information;
determining a parent node of a previous 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 primary node of the next stage of the target node information and the parent node of the previous stage of the target node information.
As a further improvement technical scheme, a circular ring area is arranged on the display interface, and a notch is arranged in the circular ring area; the displaying the tree structure on a preset display interface according to the target node information, the primary node of the next stage of the target node information and the parent node of the previous stage of the target node information specifically includes:
displaying the target node information at the center position of the circular ring area;
the first-level node of the next level of the target node information is displayed at the positions of the circle ring except the circle center and the notch;
and displaying the parent node of the upper level of the target node information at the notch position.
As a further improvement technical scheme, the inner test of the circular ring area is also provided with a node description tag.
As a further improvement, each node information of the tree structure includes the determined plurality of sequence data amounts.
As a further improvement 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 improvement, a histogram is further provided on the annular region.
In a second aspect, an embodiment of the present invention provides a display apparatus for sequential 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 plurality of sequence data in the 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 unique length, each sequence data comprising at least one node information.
In a third aspect, embodiments of the present invention provide a computer-readable storage medium storing one or more programs executable by one or more processors to implement steps in a method for displaying a sequence data distribution as set forth 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; the memory has stored therein a computer readable program 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 a method for displaying a sequence data distribution as described in any one of the above.
The beneficial effects are that: compared with the prior art, the invention provides a display method, a device, a storage medium and terminal equipment for sequence data distribution, wherein the method comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining 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; wherein each sequence data has a time series of unique length, each sequence data comprising at least one node information. The invention provides a 'watch and select at the same time' iterative sequence group inquiry interface, and the interface comprises a graphical interaction interface taking a circular ring as a main body, which supports a user to gradually set the condition of searching public subsequences, and synchronously displays the searched groups on the interface.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method for displaying a sequence data distribution according to the present invention.
Fig. 2 is a schematic diagram of converting a plurality of sequence data into a tree structure according to 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 distribution of a plurality of sequence data in a display interface according to the present invention.
Fig. 5 is a schematic view of an annular region provided by the present invention.
Fig. 6 is a schematic structural diagram of a display device with sequential data distribution according to the present invention.
Fig. 7 is a schematic structural diagram of a terminal device provided by the present invention.
Detailed Description
The invention provides a display method, a device, a storage medium and a terminal device for sequence data distribution, which are used for making the purposes, technical schemes and effects of the invention clearer and more definite, and the invention is further described in detail below by referring to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless expressly stated otherwise, as understood by those skilled in the art. 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. The term "and/or" as used herein includes all or any element and all combination of one or more of the associated listed items.
It will be understood by those skilled in the art that 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 unless defined otherwise. 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 (typically time order). The sequence data is present in aspects of production and living, such as an access sequence of each scenic spot when people travel, a shop browsing sequence when shopping in a mall, a user operation sequence when an electronic App is used, and the like. The mining of groups in sequence data, i.e. sequences with common subsequences, has important significance in finding similar sequences, obtaining frequent subsequence patterns, and finding associations between elements in the sequences.
At present, the sequence pattern mining algorithm in machine learning operates in a black box mode, namely, after data is input, all frequent subsequence patterns are mined under the existing parameter setting. Such methods tend to be time consuming, unable to make immediate adjustments based on user input, requiring secondary understanding of the sub-sequence by the user, and the like.
In order to solve the above problem, in an embodiment of the present application, a query instruction of a user is received, where the query instruction carries target node information; and determining 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 a 'watch and select at the same time' iterative sequence group inquiry interface, and the interface comprises a graphical interaction interface taking a circular ring as a main body, which supports a user to gradually set the condition of searching public subsequences, and synchronously displays the searched groups on the interface. Meanwhile, the user is supported to carry out rollback, follow-up and other modifications on the set conditions, and updated results are displayed in real time.
The invention will be further described by the description of embodiments with reference to the accompanying 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 multiple sequence data, and the query instruction carries the target node information, so that the user can find a graphical interface displayed by the target node information through the query instruction, and the graphical interface can be synchronously displayed on a preset display interface, and simultaneously, the user is supported to make modifications such as rollback and follow-up on the set conditions, and the updated result is displayed in real time. For example, the user currently uses "Beijing" as the target node information, and then the user can be intuitively presented with the public subsequence searched by using "Beijing" as the central node on the display interface.
S200, determining distribution of the plurality of sequence data in the plurality of preset sequence data according to the target node information, and displaying the distribution on a preset display interface.
In this embodiment, each sequence data has a time series of unique length, and each sequence data includes at least one node information. As shown in fig. 2, the sequence data is typically expressed as a "string" structure (three pieces of sequence data are left in fig. 2). In this embodiment, the sequence data is organized into a "tree" structure to better highlight the group relationship between sequences. As in the tree structure of FIG. 2, the "A-B" subsequence is a common subsequence of both sequences, and thus a group under the "A-B" subsequence query condition.
As shown in fig. 3, the determining, according to the target node information, the distribution of the plurality of sequence data in the preset plurality of sequence data, and displaying the distribution on a preset display interface specifically includes:
s201, converting the plurality of sequence data into a tree structure, wherein the tree structure comprises the target node information;
s202, determining a primary node of a next stage 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;
s204, displaying the tree structure on a preset display interface according to the target node information, the primary node of the next stage of the target node information and the parent node of the previous stage of the target node information.
Exemplary, as shown in fig. 4, fig. 4 is a schematic diagram of a sequence group query starting with a central node "beijing city". The figure is sequence data of a plurality of users, each user issuing a microblog and each microblog issuing a city. As can be seen from fig. 4, the "beijing city" is taken as the target node information, and a total of 536 users release microblogs in the beijing city; there were 439 users who released two microblogs in beijing; 369 users release three microblogs in Beijing; four microblogs are issued by 308 users in Beijing; five microblogs were issued by 271 users in beijing; there were 49 users who released five microblogs in beijing and one in the open sea.
Further, as shown in fig. 4 and fig. 5, a ring area is provided on the display interface, and a notch is provided in the ring area; the displaying the tree structure on a preset display interface according to the target node information, the primary node of the next stage of the target node information and the parent node of the previous stage of the target node information specifically includes:
displaying the target node information at the center position of the circular ring area;
the first-level node of the next level of the target node information is displayed at the positions of the circle ring except the circle center and the notch;
and displaying the parent node of the upper level of the target node information at the notch position.
Specifically, the invention provides a graphical interactive interface taking the circular ring as a main body, so that a user can look at and select at the same time, and iterative sequence group inquiry is realized.
Further, in this embodiment, the inner test of the ring area is further provided with a description label of a node, for example, a description label such as "beijing", "Shanghai", or "shenzhen", so that the query result is more intuitive, and the user is supported to make rollback, follow-up and other modifications on the set condition, so that the updated result is displayed in real time.
In this embodiment, each node information of the tree structure includes the determined plurality of sequence data amounts. Referring specifically to fig. 4, fig. 4 is a schematic diagram of a sequence group query starting from a central node "beijing city". The figure is sequence data of a plurality of users, each user issuing a microblog and each microblog issuing a city. As can be seen from fig. 4, the "beijing city" is taken as the target node information, and a total of 536 users release microblogs in the beijing city; there were 439 users who released two microblogs in beijing; 369 users release three microblogs in Beijing; four microblogs are issued by 308 users in Beijing; five microblogs were issued by 271 users in beijing; there were 49 users who released five microblogs in beijing and one in the open sea. Thus, the number on each node may allow a user to more intuitively view the distribution of the sequence data.
In this embodiment, as shown in fig. 5, a sliding bar is further disposed on the preset display interface, where the sliding bar is used to set the number of primary nodes displayed on the next stage of the target node information. For example, when the primary node of the next stage of the target node information includes a plurality of primary nodes, because the plurality of primary nodes may involve including a plurality of small groups, in this embodiment, a sliding bar is further provided on a preset display interface, and the number of primary nodes displayed on the next stage of the target node information is set by using the sliding bar, so that the user can watch the primary nodes of the large groups required by the user through real-time adjustment, and therefore, the user can "watch and select at the same time", and iterate a sequence group query interface, and the interface includes a graphical interaction interface with a ring as a main body, so as to support the user to gradually set the conditions of the searched public subsequences, and synchronously display the searched groups on the interface. Meanwhile, the user is supported to carry out rollback, follow-up and other modifications on the set conditions, and updated results are displayed in real time. In practical application, the circular ring area is further provided with a histogram, the histogram in the circular ring reflects the statistics of the number of groups from the first-level node to the node below the first-level node, and the user is helped to preview some potential large groups conveniently. Meanwhile, an explanatory label of the node can be designed on the inner side of the circular ring, for example, "how & Entertainment" in FIG. 5, and a circle is designed on the outer side of the circular ring to represent a large group under the branch, so that the clicking between users is facilitated.
In summary, compared with the prior art, the embodiment of the invention has the following advantages:
the invention discloses a display method of sequence data distribution, which comprises the following steps: receiving a query instruction of a user, wherein the query instruction carries target node information; determining 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; wherein each sequence data has a time series of unique length, each sequence data comprising at least one node information. The invention provides a 'watch and select at the same time' iterative sequence group inquiry interface, and the interface comprises a graphical interaction interface taking a circular ring as a main body, which supports a user to gradually set the condition of searching public subsequences, and synchronously displays the searched groups on the interface.
Based on the above display method of the sequence data distribution, the present invention also provides a display device of the sequence data distribution, as shown in fig. 6, the device includes:
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 plurality of sequence data in a preset plurality of 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 unique length, each sequence data comprising at least one node information.
It should be noted that, as those skilled in the art can clearly understand, the specific implementation process of the display device and each module of the above-mentioned sequence data distribution may refer to the corresponding description in the foregoing embodiment of the display method of the sequence data distribution, and for convenience and brevity of description, the description is omitted herein.
The display means of the above-described sequence data distribution may be implemented in the form of a computer program which can be run on a terminal device as shown in fig. 7.
Based on the above-mentioned display method of the sequence data distribution, the present invention also provides a computer readable storage medium storing one or more programs executable by one or more processors to implement the steps in the display method of the sequence data distribution described in the above-mentioned embodiments.
Based on the above display 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, which may also include a communication interface (Communications Interface) 23 and a bus 24. Wherein the processor 20, the display 21, the memory 22 and the communication interface 23 may communicate with each other via a 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 invoke logic instructions in the memory 22 to perform the methods of the embodiments described above.
Further, the logic instructions in the memory 22 described above may be implemented in the form of software functional units and stored in a computer readable storage medium when sold or used as a stand alone product.
The memory 22, as 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 performs functional applications and data processing, i.e. implements the methods of the embodiments described above, by running software programs, instructions or modules stored in the memory 22.
The memory 22 may include a storage program area that may store an operating system, at least one application program required for functions, and a storage data area; the storage data area may store data created according to the use of the terminal device, etc. In addition, the memory 22 may include high-speed random access memory, and may also include nonvolatile memory. For example, a plurality of media capable of storing program codes such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a magnetic disk, or an optical disk, or a transitory storage medium may be used.
In addition, the specific processes that the storage medium and the plurality of instruction processors in the terminal device load and execute are described in detail in the above method, and are not stated here.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the 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 scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (8)
1. A method for displaying a sequence data distribution, the method comprising:
receiving a query instruction of a user, wherein the query instruction carries target node information;
determining 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;
wherein each sequence data has a time series of unique length, each sequence data including at least one node information;
the determining distribution of the plurality of sequence data in the 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 primary node of a next stage of the target node information according to the tree structure and the target node information;
determining a parent node of a previous level of the target node information according to the tree structure and the target node information;
displaying the tree structure on a preset display interface according to the target node information, a primary node of a next stage of the target node information and a parent node of a previous stage of the target node information;
the display interface is provided with a circular ring area, and the circular ring area is provided with a notch; the displaying the tree structure on a preset display interface according to the target node information, the primary node of the next stage of the target node information and the parent node of the previous stage of the target node information specifically includes:
displaying the target node information at the center position of the circular ring area;
the first-level node of the next level of the target node information is displayed at the positions of the circle ring except the circle center and the notch;
displaying the parent node of the upper level of the target node information at the notch position;
the display interface supports user 'selection while watching' and iterative sequence group inquiry.
2. The method for displaying a sequence data distribution according to claim 1, wherein the inner test of the circular ring area is further provided with a description tag of a node.
3. The display method of a sequence data distribution according to claim 1, wherein each node information of the tree structure includes the determined plurality of sequence data amounts.
4. The method for displaying a sequence data distribution according to claim 1, wherein a sliding bar is further provided on the preset display interface, and the sliding bar is used for setting the number of primary nodes displayed on the next stage of the target node information.
5. The method for displaying a sequence data distribution according to claim 1, wherein a histogram is further provided on the circular area.
6. A display device for sequential 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 plurality of sequence data in the 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 unique length, each sequence data including at least one node information;
the determining distribution of the plurality of sequence data in the 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 primary node of a next stage of the target node information according to the tree structure and the target node information;
determining a parent node of a previous level of the target node information according to the tree structure and the target node information;
displaying the tree structure on a preset display interface according to the target node information, a primary node of a next stage of the target node information and a parent node of a previous stage of the target node information;
the display interface is provided with a circular ring area, and the circular ring area is provided with a notch; the displaying the tree structure on a preset display interface according to the target node information, the primary node of the next stage of the target node information and the parent node of the previous stage of the target node information specifically includes:
displaying the target node information at the center position of the circular ring area;
the first-level node of the next level of the target node information is displayed at the positions of the circle ring except the circle center and the notch;
displaying the parent node of the upper level of the target node information at the notch position;
the display interface supports user 'selection while watching' and iterative sequence group inquiry.
7. A computer-readable storage medium storing one or more programs executable by one or more processors to implement the steps in the method of displaying a sequence data distribution as claimed in any one of claims 1 to 5.
8. A terminal device, wherein the terminal device comprises a processor, a memory and a communication bus; the memory has stored therein a computer readable program 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 according to any one of claims 1 to 5.
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