CN111078967B - Display method, display device, electronic equipment and storage medium - Google Patents
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Abstract
The embodiment of the application provides a display method, a display device, electronic equipment and a storage medium, so that a node network can be managed conveniently. The method comprises the following steps: determining a plurality of nodes and incidence relations among the nodes, and dividing the nodes into more than one layer according to a set rule, wherein the incidence relations comprise a first incidence relation among nodes in the same layer and a second incidence relation among nodes in different layers; determining edges among the nodes according to the incidence relation, and determining display information of the nodes to form a node network, wherein the edges among the nodes comprise edges among nodes at the same layer and edges among nodes at different layers; and displaying the node network. The node accumulation can be reduced, the problem of connection line crossing among nodes is reduced, and the node network is effectively managed.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a display method and apparatus, an electronic device, and a storage medium.
Background
In many services, service information can be represented in a node mode, and each node is associated according to the services to form a node network, so that the relationship of each service information is presented through the network.
However, under the condition that the service information of the service is more and more complex, the node network may be more complex, which results in node accumulation, crossed connection lines between nodes, and disordered layout, and it is difficult to know the relationship of each service information.
Disclosure of Invention
The embodiment of the application provides a display method, a display device, electronic equipment and a storage medium, so as to at least solve the problem of complex node network.
According to an aspect of an embodiment of the present application, a display method is disclosed, the method including: determining a plurality of nodes and incidence relations among the nodes, and dividing the nodes into more than one layer according to a set rule, wherein the incidence relations comprise a first incidence relation among nodes in the same layer and a second incidence relation among nodes in different layers; determining edges among the nodes according to the incidence relation, and determining display information of the nodes to form a node network, wherein the edges among the nodes comprise edges among nodes at the same layer and edges among nodes at different layers; and displaying the node network.
Optionally, the node network has a depth feature, and the depth feature is determined according to edges between the nodes of different layers.
Optionally, the dividing the plurality of nodes into more than one layer according to the set rule includes at least one of the following steps: dividing the plurality of nodes into more than one layer according to the node attributes; dividing the plurality of nodes into more than one layer according to the data volume of the nodes; and determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
Optionally, the determining edges between nodes according to the association relationship includes: determining edges among nodes on the same layer and attribute information of the edges according to the first incidence relation; and/or determining edges among nodes of different layers and attribute information of the edges according to the second association relation; the attribute information comprises a thickness attribute and/or a direction attribute, wherein the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the fluidity between the nodes.
Optionally, the determining the display information of the plurality of nodes includes at least one of the following steps: determining color information of the plurality of nodes according to the node types; determining size information of the plurality of nodes according to the data volume of the nodes; setting label information of the plurality of nodes.
Optionally, the determining edges between nodes according to the association relationship includes: determining the associated nodes of the nodes according to the association relationship, and establishing groups of the nodes and the corresponding associated nodes; edges of the nodes and associated nodes are set to a first length in the group.
Optionally, the method further includes: and determining the minimum distance between nodes on the same layer in the group, and adjusting the first length according to the minimum distance.
Optionally, there is a repulsive force between nodes of different groups, and the method further includes: and adjusting the distances of the nodes in different groups according to the repulsive force.
Optionally, the displaying the node network includes: and determining the layout information of the hierarchical layout corresponding to the node network, and displaying the node network according to the layout information of the hierarchical layout.
Optionally, the method further includes: adjusting layout information of the node network according to an operation instruction, and adjusting a display mode of the node network according to the layout information, wherein the layout information further comprises at least one of the following: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structural layout.
Optionally, the method further includes: determining a target node and determining a target layer where the target node is located; and if the target layer is not the first layer, moving the target layer forwards to be the first layer, and sequentially moving other layers except the target layer.
Optionally, the method further includes: determining a selected node and a group where the selected node is located; and adjusting the transparency of the nodes outside the group where the selected node is located.
According to another aspect of the embodiments of the present application, there is also disclosed a display device, the device including: the hierarchical module is used for determining a plurality of nodes and the incidence relation among the nodes and dividing the nodes into more than one layer according to a set rule, wherein the incidence relation comprises a first incidence relation among the nodes at the same layer and a second incidence relation among the nodes at different layers; the display processing module is used for determining edges among the nodes according to the incidence relation, determining display information of the nodes and forming a node network; and the display module is used for displaying the node network.
Optionally, the node network has a depth feature, and the depth feature is determined according to edges between the nodes of different layers.
Optionally, the layering module is configured to divide the plurality of nodes into more than one layer according to the node attributes; and/or dividing the plurality of nodes into more than one layer according to the data volume of the nodes; and/or determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
Optionally, the display processing module includes: the edge determining submodule is used for determining edges among nodes on the same layer and attribute information of the edges according to the first incidence relation; and/or determining edges among nodes of different layers and attribute information of the edges according to the second association relation; the attribute information comprises a thickness attribute and/or a direction attribute, wherein the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the fluidity between the nodes.
Optionally, the display processing module includes: the node processing submodule is used for determining the color information of the plurality of nodes according to the node types; determining size information of the plurality of nodes according to the data volume of the nodes; setting label information of the plurality of nodes.
Optionally, the display processing module includes: the edge determining submodule is used for determining the associated nodes of the nodes according to the association relationship and establishing the nodes and the groups corresponding to the associated nodes; edges of the nodes and associated nodes are set to a first length in the group.
Optionally, the edge determining submodule is further configured to determine a minimum distance between nodes on the same layer in the group, adjusting the first length according to the minimum spacing.
Optionally, there is a repulsive force between nodes of different groups; and the edge determining submodule is also used for adjusting the distances of the nodes in different groups according to the repulsive force.
Optionally, the display module is configured to determine layout information of a hierarchical layout corresponding to the node network, and display the node network according to the layout information of the hierarchical layout.
Optionally, the display module is further configured to adjust layout information of the node network according to an erasure instruction, and adjust a display manner of the node network according to the layout information, where the layout information further includes at least one of the following: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structural layout.
Optionally, the display module is further configured to determine a target node and determine a target layer where the target node is located; and if the target layer is not the first layer, moving the target layer forwards to be the first layer, and sequentially moving other layers except the target layer.
Optionally, the display module is further configured to determine a selected node and a group where the selected node is located; and adjusting the transparency of the nodes outside the group where the selected node is located.
According to another aspect of the embodiments of the present application, there is also disclosed an electronic device, including: a processor; and a memory having executable code stored thereon, which when executed, causes the processor to perform a display method as described in one or more of the embodiments of the present application.
According to another aspect of embodiments of the present application, one or more machine-readable media having executable code stored thereon, which when executed, causes a processor to perform a display method as described in one or more of the embodiments of the present application, are also disclosed.
Compared with the prior art, the embodiment of the application has the following advantages:
in the embodiment of the application, a plurality of nodes and an association relationship among the plurality of nodes are determined, wherein the association relationship includes a first association relationship among nodes on the same layer and a second association relationship among nodes on different layers, the plurality of nodes are divided into more than one layer according to a set rule, so that the nodes can be distributed in different layers, edges among the nodes are determined according to the association relationship, display information of the plurality of nodes is determined, and a node network with a space structure is formed and displayed, wherein the edges among the nodes include edges among nodes on the same layer and edges among nodes on different layers, so that node accumulation can be reduced, the problem of connection line intersection among the nodes is reduced, and the node network is effectively managed.
Drawings
FIG. 1 is a flow chart of the steps of one embodiment of a display method of the present application;
2A, 2B, 2C are schematic diagrams of node network display examples in the embodiment of the application;
FIG. 3 is a flow chart of steps of another display method embodiment of the present application;
FIG. 4 is a flow chart of steps of yet another display method embodiment of the present application;
FIG. 5 is a flow chart of steps of yet another display method embodiment of the present application;
FIG. 6 is a block diagram of an embodiment of a display device according to the present application;
FIG. 7 is a block diagram of another display device embodiment of the present application;
fig. 8 is a schematic structural diagram of an apparatus according to an embodiment of the present application.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, the present application is described in further detail with reference to the accompanying drawings and the detailed description.
The node network of the embodiment of the present application can be applied to the fields of a relationship graph, a knowledge graph, and the like, wherein the knowledge graph is a semantic network composed of nodes and edges, which maps the real world to the data world, wherein the nodes represent entities/concepts in the physical world, and the edges represent attributes of the entities or relationships between the entities. The method can also be applied to other fields of node networks formed by nodes and edges, such as a distributed system, a subway network in the traffic field and the like.
In order to facilitate the management of the node network and enable the content display of the node network to be clearer, the node network is layered according to the embodiment of the application, the node network can correspond to more than one layer, the space structure of the node network is increased, and the node network has the depth characteristic.
Referring to FIG. 1, a flow chart of steps of an embodiment of a display method of the present application is shown.
The method includes determining a plurality of nodes in a node network and incidence relations among different nodes, wherein the incidence relations refer to relations among the nodes and can be determined specifically according to business requirements, and the incidence relations include a first incidence relation among nodes on the same layer and a second incidence relation among nodes on different layers. The nodes on the same layer can be connected through the first incidence relation, and the nodes on different layers can be connected through the second incidence relation, so that the node network is integrally established.
The hierarchical structure of the node network may also be divided according to a set rule, and the plurality of nodes may be divided into more than one layer of nodes, that is, the layers to which the plurality of nodes belong are respectively determined, where the set rule is a hierarchical rule of the nodes, and may be determined according to a service requirement, for example, according to the size, attribute, number, and the like of the nodes, so as to obtain a spatial structure of the node network.
In an optional embodiment, the dividing the plurality of nodes into more than one layer according to the set rule includes at least one of the following steps: dividing the plurality of nodes into more than one layer according to the node attributes; dividing the plurality of nodes into more than one layer according to the data volume of the nodes; and determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
In an optional embodiment, the hierarchy to which the node belongs may be determined according to the node attribute, and the node may be divided into more than one layer, where the node attribute refers to an attribute that the node has, the attribute may be determined according to a service, the nodes having the same node attribute may be divided into the same layer, and the nodes having different node attributes are distributed in different layers, so that the hierarchy of the node is implemented by the node attribute.
In another optional embodiment, the hierarchy to which the node belongs may be determined according to the data amount of the node, the node is divided into more than one layer, the data amount of the node is the data size corresponding to the node, and the data amount range corresponding to each layer may be determined, so that the corresponding hierarchy is determined according to the data amount range to which the data amount of the node belongs, and the hierarchy to which each node belongs is determined.
In still another optional embodiment, after the association relationship of the nodes is determined, the number of associated nodes of the nodes may be determined according to the association relationship, where a node may be specified, the associated node of the specified node refers to a node having an association relationship with the specified node, the association relationship may be a one-hop association relationship, that is, a node in the same layer or in another layer directly associated with the specified node, and the number of associated nodes of the specified node is determined, and then the nodes are divided into more than one layer according to the number of associated nodes, for example, the specified nodes with the number of associated nodes being greater than 5 are divided into a first layer, the specified nodes with the number of associated nodes being greater than or equal to 3 and less than or equal to 5 are divided into a second layer, and the specified nodes with the number of associated nodes being less than 3 are divided into a third layer. The Degree Centrality of the designated node can be calculated according to the association relationship, the number of the associated nodes of the designated node is determined according to the Degree Centrality, and then the hierarchy to which the designated node belongs is determined, wherein the Degree Centrality (Degree Centrality) is a direct measurement index for describing the node Centrality (centricity) in network analysis, and the higher the Degree Centrality of a node is, the more important the node is in the network.
The layering method of each layering rule can also be combined for layering, for example, when the number of nodes with the same attribute is large, the number of associated nodes can be combined for layering, and the like. Other layering rules can be further adopted for layering according to specific service requirements, for example, layering is performed according to service types corresponding to nodes, and the embodiments of the present application are not listed one by one and should not be construed as limitations to the embodiments of the present application.
And 104, determining edges among the nodes according to the incidence relation, and determining display information of the nodes to form a node network.
In the embodiment of the application, the relationship between two nodes can be abstracted into 'edges', from the perspective of the whole data of a node network, the edges can be regarded as one or more data tables, and the incidence relationship of the nodes is stored in the data tables; from the perspective of the node network display, the edges may represent visual guides of associations between nodes; the edges have the functions of data transfer and data information bearing. Therefore, after the association relationship is determined, the edges of the two nodes having the association relationship among the plurality of nodes can be determined according to the connection between the nodes at the same layer and different layers of the association relationship. So that the depth characteristics of the spatial structure of the node network can be determined according to the edges between the nodes of different layers.
Wherein, the determining the edges among the nodes according to the incidence relation comprises: determining edges among nodes on the same layer and attribute information of the edges according to the first incidence relation; and/or determining edges among different layers of nodes and attribute information of the edges according to the second association relation. The two nodes in the same layer can be connected according to the first association relation between the nodes in the same layer, the edge of the node in the same layer is determined, and the attribute information of the edge can be determined according to the characteristics of the two nodes; or connecting two nodes positioned at different layers according to a second incidence relation between nodes at different layers, determining an edge between the nodes at the two different layers, and determining attribute information of the edge according to the characteristics of the two nodes. The attribute information comprises a thickness attribute and/or a direction attribute, the thickness attribute is used for describing the association degree between nodes, and the association degree of two nodes can be determined according to the association relation, so that the thickness of the edge is determined, and the edges with different thicknesses can be displayed; the direction attribute is used for describing mobility between nodes, and data transmission between nodes can have directionality, so that the data flow between nodes can be represented through the direction attribute, direction attributes such as arrows can be displayed during display, and the direction attributes can also be indicated through color gradient, dynamic color change and the like.
In the embodiment of the present application, the edges are usually displayed in a linear form, so as to more efficiently and clearly display the relationship between the transfer nodes, and it is needless to say that the edges are displayed in various forms such as a curve and a dot-dash line, and the like, and the scope of the embodiment of the present application is also within the scope of the present application. And the intersection of a plurality of edges can be avoided as much as possible, and one edge is prevented from passing through a plurality of nodes, so that the structure of the node network can be displayed more clearly.
After the connection lines among the nodes are determined, the display information of a plurality of nodes can be determined, so that the node network is formed and can be displayed. The display information refers to relevant information displayed by the nodes, and one or more display information can be determined according to the characteristics of the nodes. The display information may include color information, size information, and/or label information, among others. The color information refers to information of colors displayed by nodes and can be determined according to the types of the nodes, different types of the nodes can correspond to different color information, the color information can comprise information such as color and texture, the texture refers to the color effect of display, such as metal texture, and the like, the types of the nodes can be determined according to services, and the types of the nodes in the industrial field can be divided into personnel, machines, raw materials, methods, links, and the like. The size information refers to information of node size, such as area, length, volume, and the like, and the size information of each node can be determined according to the data volume of the node, for example, the larger the data volume is, the larger the size is, and the like, wherein, nodes of various sizes can be designed in advance, the corresponding size can be determined according to the data volume range, and the size information of the node is obtained, for example, the node is represented by a circle, the size of the node can be divided into 5 types, and the diameters of the node are respectively: 8px, 16px, 24px, 32px, 40px, etc. The label information refers to label data corresponding to the node and can describe the node, if the label data can comprise data such as a node name, the length of the name can correspond to different fonts and the like, the label information can further comprise displayed colors, label positions and the like, if the displayed colors of the label can be different from the color information of the node, the readability of the label is enhanced through strong contrast, the position of the label is arranged at the upper, lower, left, right and the like positions of the node or on the node, and the label can be arranged according to requirements.
In the embodiment of the application, the group of the nodes can be determined according to the association relationship, so that the edges, the display information and the like of the nodes can be adjusted through the group. The group refers to a set of nodes, and the nodes in the group have corresponding relations, such as determining the group from a designated node, or determining the group between the same layers, and the like.
Wherein, the determining the edges among the nodes according to the incidence relation comprises: determining the associated nodes of the nodes according to the association relationship, and establishing a group of the nodes and the corresponding associated nodes; setting the edges of the nodes and the associated nodes in the group as a first length, determining the minimum distance between nodes on the same layer in the group, and adjusting the first length according to the minimum distance. The method comprises the steps of starting from a designated node, determining a related node of the node according to a related relation, wherein the related node is a one-hop node directly connected with the node through an edge, then forming a group by the node and the related node corresponding to the node, setting the edge of the node and the related node in the group as a first length, setting the first length as a default value initially, and adjusting subsequently according to actual conditions.
In order to prevent the nodes from overlapping, a minimum distance between nodes on the same layer can be set, so that the node distance can be expanded and contracted according to the minimum distance. If the distance between nodes on the same layer in the group is smaller than the minimum distance, for example, if the distance between the associated nodes is enlarged and the associated nodes radiate outwards, the first length is also adjusted, and the value of the first length can be enlarged. And in the case of limited space, the nodes can be shown in inner and outer partitions.
In the embodiment of the application, in order to prevent the nodes among the groups from being stacked, the nodes of different groups have repulsive force, the repulsive force refers to the repulsive force between the nodes of different groups, and the distances between the nodes in different groups can be adjusted according to the repulsive force, so that other groups can be squeezed apart when the different groups are tangent at the boundary.
And 106, displaying the node network.
After the node network is determined, a multi-layer node network can be displayed, the node network has a spatial structure with depth characteristics, and a 2.5D display style is formed, wherein the 2.5D display style is a display style which fixes a 3D display style at a moving visual angle of the upper part, the lower part, the left part and the right part and keeps the depth dimension. In the 2.5D display style, the node network corresponds to each hierarchy on the z-axis, and a high-availability node network is presented. In the embodiment of the application, hierarchical display can be set as hierarchical layout, the layout information of the hierarchical layout corresponding to the node network is determined, and the node network is displayed according to the layout information of the hierarchical layout. The hierarchical layout can be similar to tree-type structure display, and when the nodes of the first layer are taken as father nodes, one or more (two or more) father nodes can be displayed at the same time, the nodes of the second layer are the first-level child nodes, and the display of the node network is performed by analogy.
In another optional embodiment, the layout information of the node network is adjusted according to the operation instruction, and the display mode of the node network is adjusted according to the layout information, where the layout information further includes at least one of: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structure layout. When the hierarchical layout is displayed, the hierarchical layout can be displayed in other modes according to user requirements and the like, an operation instruction can be received based on user side operation, then the layout required to be adjusted is determined according to the instruction information, then the display mode of the node network is adjusted according to the layout information corresponding to the layout, and the layout comprises at least one of the following: standard layout, radial layout, lens layout, and structural layout, then the layout information further includes at least one of the following: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structural layout.
The standard layout means that elements are uniformly distributed in a display area, the elements can be rearranged by nodes in the node network, and the stacking of the nodes is reduced, so that the node network can be observed from the global angle through the display mode of the standard layout, and the node network is summarized. The nodes can be displayed in a multilayer nested manner such as concentric circles in a radial layout manner, and can be displayed according to the incidence relation of the nodes, for example, one node is taken as a father node, the child nodes corresponding to the father node are arranged around according to the incidence relation, and are grouped by a new track, wherein when the node network contains more parent-child relations, the routing nodes among each group can be displayed through a mirror image layout. The lens layout means that nodes are arranged in a circle form, densely connected nodes are pushed to the center, and loosely connected nodes are pushed to the edge, so that connected nodes can be quickly found when a large data set is processed. The structural layout can display nodes with similar attributes around a central node or cluster, so that the nodes can be grouped according to the same or similar attributes, the overall structure of the network can be easily understood, different nodes can be highlighted, similar clusters can be found, and the like.
Therefore, the layout of the node network can be adjusted according to different requirements, and the node network can be displayed in various modes.
In the embodiment of the present application, when displaying a node network, sometimes a user wants to view or search a certain node, the node may be determined as a target node, and a target layer where the target node is located may be determined. If the target layer is not the first layer, the structure of the hierarchical display can be adjusted, the target layer is moved forward to be the first layer, and the layers except the target layer are moved in sequence until the target layer is moved to be the first layer. After the operations such as viewing and searching of the target node are cancelled, the node network can be restored to a default display state, and the structure of the node network hierarchy display is restored.
In an optional embodiment, the selected node may be highlighted, for example, the selected node is highlighted, changed in color, and the label is enlarged, and the transparency of other nodes may also be adjusted, for example, the transparency of other nodes is increased. Based on the group characteristics of the nodes, the group where the selected node is located can be determined, and then the transparency of the nodes outside the group where the selected node is located is adjusted, for example, the transparency of the nodes not in the group is increased.
Therefore, the mapping relation can be made by taking the visual characteristics, the information to be transmitted and the like in the node network as the reference, and the rule definition is carried out, so that the information of the node network such as a knowledge graph and the like is easier to read, and the analysis of the network is more flexible and convenient.
In the schematic diagrams of the node network display examples shown in fig. 2A and 2B, each circle represents a node, and the connecting lines between the nodes are the edges of the nodes. Taking three layers as an example, in order to distinguish nodes of different layers, in fig. 2A and fig. 2B, the nodes of different layers are distinguished by different filling effects, where the nodes of the first layer are characterized by black filling, the nodes of the second layer are characterized by diagonal filling, and the nodes of the third layer are characterized by grid filling, and in actual processing, the nodes of different layers may determine the same or different color information. Fig. 2A is an example of displaying a node network in an interface, and the node network with a depth feature can be viewed. In order to more clearly embody the hierarchical characteristics of the node network, a partial region of the layer where each node is located is added in fig. 2B, so that each node can be more clearly displayed through the hierarchy, node overlapping is reduced, and the problems of edge crossing and the like are reduced.
Fig. 2C is a schematic diagram of a group extracted based on fig. 2A, and the node 001 is taken as a center, and it is determined that the group includes nodes [001, 002, 003, 004, 005, 006, 007, 008, 011]. In the group, if the node 001 located at the center is dragged to move the whole group, that is, in the node network, the center node of the dragged group can move the group as a whole.
Layering can be carried out according to various requirements through a layered setting rule, and if layering is carried out according to the importance degree of the nodes, the important nodes can be placed in a first layer; the visualized information of the nodes can be richer by defining the node attributes; the labels of the nodes can be easier to read by configuring the display form, the rules and the like of the label information; the crossing and bending of the edges can be reduced through the arrangement of the opposite edges, so that the reading of the edges is more convenient; by setting the group, the relation and the cluster information among the nodes can be read more easily; by setting the default layout, the relational network layout is more in line with the business requirements, and the information reading is more convenient.
On the basis of the above embodiment, the embodiment of the present application further provides a display method, which can select other layouts for display on the basis of hierarchical layout, improve readability of a node network, and meet user requirements.
Referring to FIG. 3, a flow chart of steps of another display method embodiment of the present application is shown.
Step 306, determining edges of nodes on the same layer and attribute information of the edges according to the first association relation; and/or determining edges of two layers of nodes and attribute information of the edges according to the second incidence relation. The attribute information comprises a thickness attribute and/or a direction attribute, the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the mobility between the nodes.
And 310, determining layout information of the hierarchical layout corresponding to the node network, and displaying the node network according to the layout information of the hierarchical layout.
Taking a node network of the knowledge graph as an example, the knowledge graph can determine the seal layer of each node according to a set rule so as to obtain more than one layer, determine the edge of each node in the knowledge graph according to a first incidence relation between nodes on the same layer and a second incidence relation between nodes on different layers, form an indication graph with depth characteristics, display the knowledge graph in a 2.5D form according to display information of the nodes, and adjust the knowledge graph to other layouts according to requirements.
On the basis of the above embodiments, the embodiments of the present application further provide a display method, which can display a node network with depth characteristics, adjust the node hierarchy according to the required nodes, and the like, and can display the node network more clearly, thereby satisfying the user requirements.
Referring to FIG. 4, a flow chart of steps of yet another display method embodiment of the present application is shown.
Step 406, determining edges of nodes on the same layer and attribute information of the edges according to the first association relation; and/or determining edges of two layers of nodes and attribute information of the edges according to the second incidence relation. The attribute information comprises a thickness attribute and/or a direction attribute, wherein the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the fluidity between the nodes.
Taking a node network of the knowledge graph as an example, the knowledge graph can determine the seal layer of each node according to a set rule so as to obtain more than one layer, determine the edges of each node in the knowledge graph according to a first incidence relation between nodes on the same layer and a second incidence relation between nodes on different layers, form an indication graph with depth characteristics, display the knowledge graph in a 2.5D form according to display information of the nodes, adjust the positions of each layer in the knowledge graph based on the selection of the nodes, dynamically check each node, and improve the readability of the knowledge graph.
On the basis of the above embodiments, the embodiments of the present application further provide a display method, which can construct a group of nodes based on an association relationship, and perform display of a node network based on the group on the basis of hierarchical layout, so as to meet user requirements.
Referring to FIG. 5, a flow chart of steps of yet another display method embodiment of the present application is shown.
Step 506, determining the associated nodes of the nodes according to the association relationship, and establishing a group of the nodes and the corresponding associated nodes; edges of the nodes and associated nodes are set to a first length in the group.
And step 512, determining layout information of the hierarchical layout corresponding to the node network, and displaying the node network according to the layout information of the hierarchical layout. Wherein, the repulsion force is provided between different groups,
step 514, determining a selected node and a group where the selected node is located; and adjusting the transparency of the nodes outside the group where the selected node is located.
Taking a node network of the knowledge graph as an example, the knowledge graph can determine the seal layer of each node according to a set rule so as to obtain more than one layer, determine the edge of each node in the knowledge graph according to a first incidence relation between nodes on the same layer and a second incidence relation between nodes on different layers, form an indication graph with depth characteristics, display the knowledge graph in a 2.5D form according to display information of the nodes, and determine a group of the nodes in the knowledge graph according to the incidence relation, thereby displaying the nodes based on the group characteristics and facilitating the acquisition of the incidence characteristics of the nodes.
It should be noted that, for simplicity of description, the method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the embodiments are not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the embodiments. Further, those of skill in the art will recognize that the embodiments described in this specification are presently preferred embodiments and that no particular act is required to implement the embodiments of the disclosure.
On the basis of the foregoing embodiment, the present embodiment further provides a display device, which is applied to electronic devices such as a server (cluster).
Referring to fig. 6, a block diagram of a display device according to an embodiment of the present application is shown, which may specifically include the following modules:
the hierarchical module 602 is configured to determine a plurality of nodes and association relationships among the plurality of nodes, and divide the plurality of nodes into more than one layer according to a set rule, where the association relationships include a first association relationship among nodes on the same layer and a second association relationship among nodes on different layers.
The display processing module 604 is configured to determine edges between nodes according to the association relationship, and determine display information of the multiple nodes to form a node network, where the edges between nodes include edges between nodes on the same layer and edges between nodes on different layers.
A display module 606, configured to display the node network.
In summary, the association relationships between the plurality of nodes and the plurality of nodes are determined, where the association relationships include a first association relationship between nodes on the same layer and a second association relationship between nodes on different layers, and the plurality of nodes are divided into more than one layer according to a set rule, so that the nodes can be distributed in different layers, then edges between the nodes are determined according to the association relationships, and display information of each node is determined, so as to form and display a node network with a spatial structure, where the edges between the nodes include edges between nodes on the same layer and edges between nodes on different layers, so that node accumulation can be reduced, the problem of connection intersection between nodes is reduced, and the node network is effectively managed.
Referring to fig. 7, a block diagram of another display device embodiment of the present application is shown, which specifically includes the following modules:
the hierarchical module 602 is configured to determine a plurality of nodes and association relationships among the plurality of nodes, and divide the plurality of nodes into more than one layer according to a set rule, where the association relationships include a first association relationship among nodes on the same layer and a second association relationship among nodes on different layers.
The display processing module 604 is configured to determine edges between nodes according to the association relationship, and determine display information of the multiple nodes to form a node network, where the edges between nodes include edges between nodes on the same layer and edges between nodes on different layers.
A display module 606, configured to display the node network.
Wherein the node network has depth characteristics determined according to edges between the nodes of different layers.
The layering module 602 is configured to divide the plurality of nodes into more than one layer according to node attributes; and/or dividing the plurality of nodes into more than one layer according to the data volume of each node; and/or determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
The display processing module 604 includes: an edge determination sub-module 604 and a node processing sub-module 6044, wherein,
the node processing submodule 6044 is configured to determine color information of the multiple nodes according to node types; determining size information of the plurality of nodes according to the data volume of the nodes; setting label information of the plurality of nodes.
In an optional embodiment, the edge determining sub-module 6042 is configured to determine, according to the first association relationship, an edge between nodes on a same layer and attribute information of the edge; and/or determining edges among nodes of different layers and attribute information of the edges according to the second association relation; the attribute information comprises a thickness attribute and/or a direction attribute, the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the mobility between the nodes.
In another optional embodiment, the edge determining submodule is configured to determine an associated node of a node according to the association relationship, and establish a group of the node and the corresponding associated node; edges of the nodes and associated nodes are set to a first length in the group.
The edge determining submodule is further configured to determine a minimum distance between nodes on the same layer in the group, and adjust the first length according to the minimum distance.
Repulsion force exists among different group nodes; and the edge determining submodule is also used for adjusting the distances of the nodes in different groups according to the repulsive force.
The display module 606 is configured to determine layout information of a hierarchical layout corresponding to the node network, and display the node network according to the layout information of the hierarchical layout.
The display module 606 is further configured to adjust layout information of the node network according to an operation instruction, and adjust a display manner of the node network according to the layout information, where the layout information further includes at least one of the following: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structure layout.
The display module 606 is further configured to determine a target node and determine a target layer where the target node is located; and if the target layer is not the first layer, moving the target layer forwards to be the first layer, and sequentially moving other layers except the target layer.
The display module 606 is further configured to determine a selected node and a group where the selected node is located; and adjusting the transparency of the nodes outside the group where the selected node is located.
Layering can be carried out according to various requirements through a layered setting rule, and if layering is carried out according to the importance degree of the nodes, the important nodes can be placed in a first layer; the visualized information of the nodes can be richer by defining the node attributes; the labels of the nodes can be easier to read by configuring the display form, the rules and the like of the label information; the crossing and bending of the edges can be reduced through the arrangement of the opposite edges, so that the reading of the edges is more convenient; through the setting of the group, the relationship and the cluster information among the nodes can be read more easily; by setting the default layout, the relational network layout is more in line with the business requirements, and the information reading is more convenient.
The embodiments of the present application also provide a non-volatile readable storage medium, where one or more modules (programs) are stored in the storage medium, and when the one or more modules are applied to a device, the one or more modules may cause the device to execute instructions (instructions) of method steps in the embodiments of the present application.
Embodiments of the present application provide one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an electronic device to perform a method as described in one or more of the above embodiments. In the embodiment of the application, the electronic device includes a server (cluster), a mobile device, a terminal device, and the like.
Embodiments of the present disclosure may be implemented as an apparatus, which may include electronic devices such as servers (clusters), mobile devices, terminal devices, etc., using any suitable hardware, firmware, software, or any combination thereof, to perform the desired configuration. Fig. 8 schematically illustrates an example apparatus 800 that may be used to implement various embodiments described in the present application.
For one embodiment, fig. 8 illustrates an example apparatus 800 having one or more processors 802, a control module (chipset) 804 coupled to at least one of the processor(s) 802, a memory 806 coupled to the control module 804, a non-volatile memory (NVM)/storage 808 coupled to the control module 804, one or more input/output devices 810 coupled to the control module 804, and a network interface 812 coupled to the control module 806.
The processor 802 may include one or more single-core or multi-core processors, and the processor 802 may include any combination of general-purpose or special-purpose processors (e.g., graphics processors, application processors, baseband processors, etc.). In some embodiments, the apparatus 800 can be implemented as a server (cluster), a mobile device, a terminal device, or the like in the embodiments of the present application.
In some embodiments, the apparatus 800 may include one or more computer-readable media (e.g., the memory 806 or the NVM/storage 808) having instructions 814 and one or more processors 802 that, in conjunction with the one or more computer-readable media, are configured to execute the instructions 814 to implement modules to perform the actions described in this disclosure.
For one embodiment, the control module 804 may include any suitable interface controller to provide any suitable interface to at least one of the processor(s) 802 and/or any suitable device or component in communication with the control module 804.
The control module 804 may include a memory controller module to provide an interface to the memory 806. The memory controller module may be a hardware module, a software module, and/or a firmware module.
The memory 806 may be used, for example, to load and store data and/or instructions 814 for the apparatus 800. For one embodiment, memory 806 may include any suitable volatile memory, such as suitable DRAM. In some embodiments, the memory 806 may comprise a double data rate type four synchronous dynamic random access memory (DDR 4 SDRAM).
For one embodiment, the control module 804 may include one or more input/output controllers to provide an interface to the NVM/storage 808 and input/output device(s) 810.
For example, NVM/storage 808 may be used to store data and/or instructions 814. NVM/storage 808 may include any suitable non-volatile memory (e.g., flash memory) and/or may include any suitable non-volatile storage device(s) (e.g., one or more hard disk drive(s) (HDD (s)), one or more Compact Disc (CD) drive(s), and/or one or more Digital Versatile Disc (DVD) drive (s)).
The NVM/storage 808 may include storage resources that are physically part of the device on which the apparatus 800 is installed, or it may be accessible by the device and may not necessarily be part of the device. For example, the NVM/storage 808 may be accessible over a network via the input/output device(s) 810.
Input/output device(s) 810 may provide an interface for apparatus 800 to communicate with any other suitable device, input/output devices 810 may include communication components, audio components, sensor components, and so forth. The network interface 812 may provide an interface for the device 800 to communicate over one or more networks, and the device 800 may wirelessly communicate with one or more components of a wireless network according to any of one or more wireless network standards and/or protocols, such as accessing a wireless network based on a communication standard, such as WiFi, 2G, 3G, 4G, etc., or a combination thereof.
For one embodiment, at least one of the processor(s) 802 may be packaged together with logic for one or more controllers (e.g., memory controller modules) of the control module 804. For one embodiment, at least one of the processor(s) 802 may be packaged together with logic for one or more controller(s) of the control module 804 to form a System In Package (SiP). For one embodiment, at least one of the processor(s) 802 may be integrated on the same die with logic for one or more controller(s) of the control module 804. For one embodiment, at least one of the processor(s) 802 may be integrated on the same die with logic of one or more controllers of the control module 804 to form a system on a chip (SoC).
In various embodiments, the apparatus 800 may be, but is not limited to being: a server, a desktop computing device, or a mobile computing device (e.g., a laptop computing device, a handheld computing device, a tablet, a netbook, etc.), among other terminal devices. In various embodiments, the apparatus 800 may have more or fewer components and/or different architectures. For example, in some embodiments, device 800 includes one or more cameras, a keyboard, a Liquid Crystal Display (LCD) screen (including a touch screen display), a non-volatile memory port, multiple antennas, a graphics chip, an Application Specific Integrated Circuit (ASIC), and speakers.
An embodiment of the present application provides a server, including: one or more processors; and one or more machine readable media having instructions stored thereon that, when executed by the one or more processors, cause the server to perform a data processing method as described in one or more of the embodiments of the application.
An embodiment of the present application provides a mobile device, including: one or more processors; and one or more machine readable media having instructions stored thereon that, when executed by the one or more processors, cause the server to perform a display processing method as described in one or more of the embodiments of the present application. The mobile device further comprises: an image pickup apparatus and a display apparatus.
For the device embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, refer to the partial description of the method embodiment.
The embodiments in the present specification are all described in a progressive manner, and each embodiment focuses on differences from other embodiments, and portions that are the same and similar between the embodiments may be referred to each other.
Embodiments of the present application are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present application have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including the preferred embodiment and all such alterations and modifications as fall within the true scope of the embodiments of the application.
Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising a … …" does not exclude the presence of another identical element in a process, method, article, or terminal apparatus that comprises the element.
The display method and apparatus, the electronic device and the storage medium provided by the present application are introduced in detail, and specific examples are applied herein to explain the principles and embodiments of the present application, and the descriptions of the above embodiments are only used to help understand the method and the core ideas of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, the specific implementation manner and the application scope may be changed, and in summary, the content of the present specification should not be construed as a limitation to the present application.
Claims (16)
1. A method of displaying, the method comprising:
determining a plurality of nodes and incidence relations among the nodes, and dividing the nodes into more than one layer according to a set rule, wherein the incidence relations comprise a first incidence relation among nodes in the same layer and a second incidence relation among nodes in different layers, and the nodes in different layers are distinguished through different filling effects;
determining edges among the nodes according to the incidence relation, and determining display information of the nodes to form a node network, wherein the edges among the nodes comprise edges among nodes at the same layer and edges among nodes at different layers, the node network has a depth characteristic, and the depth characteristic is determined according to the edges among the nodes at different layers;
determining layout information of a hierarchical layout corresponding to the node network, and displaying the node network according to the layout information of the hierarchical layout, wherein the node network has a spatial structure with a depth characteristic to form a 2.5D display style, the 2.5D display style is a moving visual angle with a 3D display style fixed from top to bottom and from left to right, and a display style with a depth dimension is reserved;
the determining edges between nodes according to the incidence relation includes:
determining the associated nodes of the nodes according to the association relationship, and establishing groups of the nodes and the corresponding associated nodes; setting edges of the nodes and associated nodes in the group to a first length;
determining the minimum distance between nodes on the same layer in the group, and adjusting the first length according to the minimum distance;
and adjusting the distances of the nodes in different groups according to the repulsive force among the nodes in different groups.
2. The method according to claim 1, wherein said dividing said plurality of nodes into more than one layer according to a set rule comprises at least one of the following steps:
dividing the plurality of nodes into more than one layer according to the node attributes;
dividing the plurality of nodes into more than one layer according to the data volume of the nodes;
and determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
3. The method of claim 1, wherein determining edges between nodes according to the association further comprises:
determining edges among nodes on the same layer and attribute information of the edges according to the first incidence relation; and/or the presence of a gas in the gas,
determining edges among different layers of nodes and attribute information of the edges according to the second incidence relation;
the attribute information comprises a thickness attribute and/or a direction attribute, the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the mobility between the nodes.
4. The method of claim 1, wherein determining the display information of the plurality of nodes comprises at least one of:
determining color information of the plurality of nodes according to the node types;
determining size information of the plurality of nodes according to the data volume of the nodes;
setting label information of the plurality of nodes.
5. The method of claim 1, further comprising:
adjusting layout information of the node network according to an operation instruction, and adjusting a display mode of the node network according to the layout information, wherein the layout information further comprises at least one of the following: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structural layout.
6. The method of claim 1, further comprising:
determining a target node and determining a target layer where the target node is located;
and if the target layer is not the first layer, moving the target layer forwards to be the first layer, and sequentially moving other layers except the target layer.
7. The method of claim 1, further comprising:
determining a selected node and a group where the selected node is located;
and adjusting the transparency of the nodes outside the group where the selected node is located.
8. A display device, said device comprising:
the hierarchical module is used for determining a plurality of nodes and the incidence relation among the nodes and dividing the nodes into more than one layer according to a set rule, wherein the incidence relation comprises a first incidence relation among the nodes at the same layer and a second incidence relation among the nodes at different layers, and the nodes at different layers are distinguished by different filling effects;
the display processing module is used for determining edges among the nodes according to the incidence relation and determining display information of the nodes to form a node network, wherein the edges among the nodes comprise edges among nodes at the same layer and edges among nodes at different layers, the node network has depth characteristics, and the depth characteristics are determined according to the edges among the nodes at different layers;
the display module is used for displaying the node network, determining layout information of a hierarchical layout corresponding to the node network, and displaying the node network according to the layout information of the hierarchical layout, wherein the node network has a spatial structure with a depth characteristic, and a 2.5D display style is formed, and the 2.5D display style is a moving visual angle with a 3D display style fixed from top to bottom and from left to right, and a depth dimension display style is reserved;
the display processing module comprises:
the edge determining submodule is used for determining the associated nodes of the nodes according to the association relationship and establishing the nodes and the groups corresponding to the associated nodes; setting edges of the nodes and associated nodes in the group to a first length; determining the minimum distance between nodes on the same layer in the group, and adjusting the first length according to the minimum distance; repulsive force exists among nodes of different groups; and adjusting the distance between nodes in different groups according to the repulsive force.
9. The apparatus of claim 8,
the layering module is used for dividing the nodes into more than one layer according to the node attributes; and/or dividing the plurality of nodes into more than one layer according to the data volume of the nodes; and/or determining the number of associated nodes of the nodes according to the association relationship, and dividing the plurality of nodes into more than one layer according to the number of the associated nodes.
10. The apparatus of claim 8, wherein the display processing module comprises:
the edge determining submodule is used for determining edges among nodes on the same layer and attribute information of the edges according to the first incidence relation; and/or determining edges among nodes of different layers and attribute information of the edges according to the second incidence relation; the attribute information comprises a thickness attribute and/or a direction attribute, the thickness attribute is used for describing the association degree between the nodes, and the direction attribute is used for describing the mobility between the nodes.
11. The apparatus of claim 8, wherein the display processing module comprises:
the node processing submodule is used for determining the color information of the plurality of nodes according to the node types; determining size information of the plurality of nodes according to the data volume of the nodes; setting label information of the plurality of nodes.
12. The apparatus of claim 11,
the display module is further configured to adjust layout information of the node network according to an instruction made by erasing, and adjust a display mode of the node network according to the layout information, where the layout information further includes at least one of: layout information of standard layout, layout information of radial layout, layout information of lens layout, and layout information of structural layout.
13. The apparatus of claim 8,
the display module is also used for determining a target node and determining a target layer where the target node is located; and if the target layer is not the first layer, moving the target layer forwards to be the first layer, and sequentially moving other layers except the target layer.
14. The apparatus of claim 8,
the display module is also used for determining a selected node and a group where the selected node is located; and adjusting the transparency of the nodes outside the group where the selected node is located.
15. An electronic device, comprising:
a processor; and
a memory having executable code stored thereon, which when executed, causes the processor to perform the display method of any one of claims 1-7.
16. One or more machine-readable media having executable code stored thereon that, when executed, causes a processor to perform the display method of any of claims 1-7.
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105224656A (en) * | 2015-09-30 | 2016-01-06 | 北京工商大学 | A kind of association of the contrast for two class hierarchy data visual analysis methods and applications |
| CN106204292A (en) * | 2016-06-28 | 2016-12-07 | 合肥讯飞数码科技有限公司 | The methods of exhibiting of a kind of topological relation and device |
| CN106445931A (en) * | 2015-08-04 | 2017-02-22 | 阿里巴巴集团控股有限公司 | Database node association relationship display method and apparatus |
| CN108614881A (en) * | 2018-04-28 | 2018-10-02 | 北京京东金融科技控股有限公司 | The method and device of presentation enterprise incidence relation collection of illustrative plates, storage medium, electric terminal |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7873920B2 (en) * | 2007-06-25 | 2011-01-18 | The Boeing Company | Methods and systems for displaying network information |
| US8863029B2 (en) * | 2009-09-01 | 2014-10-14 | Oracle International Corporation | Method and system for providing graphical user interface having filtering capability |
| US9716632B2 (en) * | 2010-08-24 | 2017-07-25 | Hewlett Packard Enterprise Development Lp | Interactive layered visualization of a layered software architecture |
| WO2015171099A1 (en) * | 2014-04-23 | 2015-11-12 | Alixpartners, Llp | Generating radial hierarchical network charts to convey organizational structures and associated performance data |
-
2018
- 2018-10-19 CN CN201811224078.6A patent/CN111078967B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106445931A (en) * | 2015-08-04 | 2017-02-22 | 阿里巴巴集团控股有限公司 | Database node association relationship display method and apparatus |
| CN105224656A (en) * | 2015-09-30 | 2016-01-06 | 北京工商大学 | A kind of association of the contrast for two class hierarchy data visual analysis methods and applications |
| CN106204292A (en) * | 2016-06-28 | 2016-12-07 | 合肥讯飞数码科技有限公司 | The methods of exhibiting of a kind of topological relation and device |
| CN108614881A (en) * | 2018-04-28 | 2018-10-02 | 北京京东金融科技控股有限公司 | The method and device of presentation enterprise incidence relation collection of illustrative plates, storage medium, electric terminal |
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