105 results about "Flow chart" patented technology

The invention discloses an automatic flow chart layout method fusing semantic analysis, which relates to the technical field of automatic flow chart layout, and comprises the following steps of: inputting a node set with a business ring dependence condition into a time sequence conflict analysis engine, and combining a semantic vector and a time sequence vector to obtain a time sequence conflict analysis result; calculating a time sequence conflict index of the annular dependency set by adopting a weighted path consistency check algorithm so as to determine a time sequence conflict degree under the condition that the nodes have service annular dependency, and generating corresponding conflict description data; and inputting the conflict description data and the semantic vector into a conflict perception clustering optimizer, introducing a time sequence conflict penalty term into a clustering objective function, and performing cluster boundary adjustment on the annular dependency set through a spectral clustering algorithm so as to adjust a semantic clustering structure according to a determination result. According to the method, the problem that a semantic clustering structure cannot be optimized in combination with a time sequence conflict under business annular dependence is solved, and the effects of conflict accurate identification, clustering boundary dynamic adjustment and layout saliency enhancement are achieved.

The invention relates to the technical field of flow chart automatic testing, and provides a flow chart automatic testing method, system and device of a control system and a storage medium so as to solve the problems of low testing efficiency and poor accuracy. The method comprises the following steps: acquiring a film thickness and transverse tension fluctuation curve by using an intelligent textile sensor array, generating a tension compensation factor based on a phase difference to correct the film thickness, and establishing a thickness distribution topology model; performing non-contact scanning by using a terahertz wave emission array, and activating a defect mark cluster when Doppler frequency shift is detected; transmitting the thickness distribution model and the defect characteristics to a test platform, reconstructing a control logic and generating a test script, and realizing a virtual-real synchronous test through a communication protocol; and generating a process parameter correction factor according to a test result, and feeding back the process parameter correction factor to the distributed control system to optimize the tension closed-loop control module, and generating a matched terahertz verification map. According to the technical scheme provided by the invention, the efficiency and accuracy of automatic testing of the flow chart can be improved.

The invention discloses a finance and taxation field agent workflow arrangement method and system based on a natural language, and the method comprises the steps: S1, widely collecting workflow arrangement cases of a finance and taxation field typical business scene, carrying out the detailed analysis of each case, and extracting a key business process and node information, S2, taking all structured workflow data as nodes, and carrying out the calculation of the workflow arrangement cases, constructing a finance and tax workflow knowledge graph by taking the semantic similarity, the function multiplexing relationship and the business process dependency relationship among all the structured workflow data as edges; s3, based on structured data and natural language description corpora constructed by the finance and tax workflow knowledge graph, performing training optimization on the base large language model by adopting a domain self-adaption and task specific fine tuning technology; s4, a user inputs a natural language demand through the interactive interface, and the natural language demand is processed by using the demand analysis agent, the retrieval agent and the arrangement agent; and S5, displaying the generated draft workflow in a visual flow chart form.

The invention relates to the field of computer application, in particular to a method, a device, equipment and a medium for integrating a heterogeneous business system and a workflow system.The method comprises the steps that business entity modeling is conducted on business receipts of the heterogeneous system, and a business table structure, a field type and a business entity referenced by associated fields are described in a setting form; binding a corresponding heterogeneous service system data query API (Application Program Interface) for the created service entity; performing approval form modeling, binding a mapping relationship between form control display contents and business entity fields, generating an approval form, and mapping business form data in real time by the approval form; performing flow modeling, defining a flow chart and binding a flow event, and calling a heterogeneous service system data query API to write back service form data at the event execution time; and modifying a submission button response event of the business form, and calling an open standard API of the workflow system to initiate an approval process. And flow centralized management and control are realized, approval entrances are unified, and consistent approval experience is provided.

The invention provides an AI flow chart driven test step dynamic adaptation method, device and equipment, and relates to the technical field of software testing. The AI flow chart is subjected to semantic analysis to obtain a plurality of executable operation tuples, a dynamic equipment capability library is updated in real time through technical parameters and real-time states of all the matching and testing instruments, then dynamic matching and mapping are carried out, a first mapping relation between the executable operation tuples and the matching and testing instruments is established, and the dynamic equipment capability library is updated in real time through the technical parameters and the real-time states of all the matching and testing instruments. According to the second mapping relation between the signal features and the port of the matching and testing instrument, the AI flow chart is executed based on the executable mapping scheme, automatic matching and mapping of all the testing steps in the AI flow chart are achieved, manual participation is not needed, the problem that the testing efficiency of AI flow chart driving is low is solved, and the equipment testing efficiency of AI flow chart driving is improved.

The invention relates to a method, a device, equipment and a product for generating a flow chart. The method includes generating code in response to a user's input for creating code for processing a transaction. The method further includes parsing the code to generate a flow chart of the code, the flow chart indicating the plurality of nodes. Further, the method includes displaying a flow chart, where at least one node of the plurality of nodes in the displayed flow chart has user interactivity. Through the method, the understanding difficulty of the user on the service is reduced, and the working efficiency of the user is improved.

Described are methods, systems, and media for regulatory exploration comprising: receiving a regulatory exploration request comprising a scenario comprising a desired outcome and a plurality of partial inputs to describe the scenario and identify fact constraints; receiving an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text; applying algorithm to determine all paths in the regulatory logic flow chart; filtering the paths based on the desired outcome; transforming each remaining path into a logical expression comprising attributes; generating a query space comprising conditions on the input facts associated with each attribute; generating a fact space comprising input facts associated with each attribute; generating a possibility space by joining the input facts in the fact space under the conditions in the query space; converting the possibility space to a plurality of database queries; and running the queries to generate an output.

The invention discloses an RPA knowledge base updating method of an AI agent, and relates to the field of robot process automation, and the method comprises the steps: generating a process description by using an LLM of the AI agent; the flow description is converted into a flow chart # imgabs0 #; an RPA knowledge base of the AI agent is constructed, the RPA knowledge base comprises executable process knowledge and abstract process knowledge, and each piece of abstract process knowledge corresponds to a plurality of pieces of executable process knowledge; calculating the similarity between the flow chart # imgabs 1 # and the abstract flow knowledge, and finding the most similar abstract flow knowledge # imgabs 2 #; performing similarity measurement on executable flow knowledge corresponding to the flow charts # imgabs3 # and # imgabs4 #; fusing the executable process knowledge of which the similarity is greater than a threshold value with the flow chart # imgabs5 # to obtain a new executable process knowledge set; new abstract process knowledge is summarized through a large language model, and an RPA knowledge base of the AI agent is updated. According to the method, the process can be automatically updated and optimized according to the new task.

The invention discloses a software automatic operation and maintenance method and system based on an AI technology, and relates to the technical field of software automatic operation and maintenance. The method comprises the steps of establishing a software operation exception database; performing operation monitoring on the function modules, identifying the modules and parameters, generating a flow chart, verifying execution time and parameter use conditions, and processing according to results; risk parameters and function problems are extracted, partition is carried out through a decision tree, key parameters are determined through t-SNE and a clustering algorithm, and fault types are diagnosed according to an anomaly detection algorithm and an SVM model; monitoring risk parameters, calculating related indexes to obtain a comprehensive evaluation value and a risk index, and establishing and training a fault prediction model to evaluate the future performance of the software; and performing maintenance or optimization measures to prevent potential faults and realize automatic operation and maintenance of the software. According to the invention, the whole process management from data collection to automatic maintenance is realized, the accuracy and efficiency of fault diagnosis are improved, and the stability of the system and the capability of coping with a complex environment are enhanced.

The invention relates to the technical field of artificial intelligence, in particular to an interface service construction method and device based on multiple Agents, equipment and a medium. The method comprises the following steps: receiving a construction request of an interface service, and calling a demand docking Agent to extract a service demand in the construction request to obtain a demand document; the demand document comprises business logic, a data source table and a field mapping relation; the task planning Agent is called to generate a task flow chart according to the business logic and the field mapping relation, and the task flow chart is sent to the SQL writing Agent and the script writing Agent; calling an SQL compiling Agent to generate an SQL statement corresponding to the interface service according to the data source table and the field mapping relation; constructing a syntax tree corresponding to the SQL statement according to the SQL statement and the task flow chart; and calling a script writing Agent to perform script writing according to the SQL statement, the syntax tree corresponding to the SQL statement and the task flow chart to obtain an interface script corresponding to the interface service.

The invention belongs to the technical field of software testing, is suitable for the medical field and the financial field, and discloses a service flow chart-based test path generation method, device and equipment and a medium, and the method comprises the steps: obtaining a service flow chart of a service scene, and extracting nodes of the service flow chart and path topology information between the nodes; on the basis of the service importance weight and the historical execution probability of each node, key test paths in the path topology information are identified, and priorities of the key test paths are sorted; constructing a path coverage rate prediction model based on the dynamically adjusted priority of the key path and the historical execution probability of the key path, and predicting the coverage rate of each key path in the business flow chart based on the constructed path coverage rate prediction model; and configuring a test case set based on the predicted coverage rate of each key path in the business flow chart, and dynamically adjusting the configured test case set based on a multi-objective optimization algorithm. According to the invention, the test efficiency of the business scene is improved.

The embodiment of the invention provides a test case obtaining method and device, equipment, a storage medium and a program product. The test case obtaining method comprises the steps that a target business flow chart modeling code and target case format configuration information are obtained; inputting the target business flow chart modeling code and the target case format configuration information into a large model obtained by pre-training to enable the large model to analyze the target business flow chart modeling code, and outputting a test case based on an analysis result and the target case format configuration information; and obtaining a target test case set according to the test cases output by the large model. By applying the technical scheme provided by the embodiment of the invention, the writing efficiency of the test case can be improved.

The invention discloses a business process engine scheduling method and device, equipment, a storage medium and a product. The method comprises the following steps: scheduling a flow chart model of a business process; based on the flow chart model, starting a first thread for executing the business process instance; if it is determined that the first thread is executed to the system task node of the business process instance, generating task record information of the to-do task; and starting a second thread for scheduling the system task based on the task record information, and executing the to-do task based on the second thread. Thus, when the first thread used for executing the business process instance is executed to the system task node, only the task record information of the to-do task is generated; according to the method, the second thread used for scheduling the system task is started based on the task record information, and the to-do task is executed based on the second thread, so that decoupling of the process scheduling thread and the task scheduling thread is realized, the load of the process scheduling thread is reduced, and the flexibility of process scheduling and the independence of task scheduling are improved.

The application discloses a kind of interface test case generation method, device, equipment and medium.The method comprises the following steps: obtaining the standardized demand template of prewritten relative to the interface to be tested;According to the set analysis rule, the standardized demand template is analyzed, and the flow chart corresponding to the interface to be tested is generated;According to flow chart, in combination with the interface element coordinate library of pre-determined interface to be tested, the interface test case of interface to be tested is generated.Through the method, standardized demand template is provided for tester, and the flow chart of the requirement corresponding to the interface to be tested is generated according to standardized demand template, the interface element in the interface to be tested is automatically converted into corresponding coordinate, according to flow chart and interface element coordinate library, interface test case is automatically generated, the process of manual click interface to be tested for recording is saved, the generation efficiency of interface test case is improved, and the problem that interface test case conflict is caused by the difference produced by artificial recording is avoided.

The present disclosure provides a method, system, device and storage medium for constructing a career flow chart, relates to the field of data processing, and particularly to the field of big data processing. The specific implementation scheme is: after obtaining two target positions to be determined for flow relationship, for each target position, the first relative representation of each target position in its target adjacent position perspective is calculated, and then the independent representation of the target position is obtained, and then based on the preset flow relationship prediction formula and the independent representation of the two target positions, the prediction result of whether there is a career flow relationship between the two target positions is obtained. By constructing a career flow chart based on a large amount of career data and predicting the career flow relationship based on the career flow chart and the preset flow relationship prediction formula, the present disclosure improves the reliability of career flow prediction while realizing the prediction of the overall career flow from a macro perspective without relying on manual experience analysis.

To provide a technology capable of enhancing efficiency of development.SOLUTION: A dataflow chart generation device includes: an updated information detection unit which, when stored design information is updated, detects update information containing added and changed control values and conversion formulas due to the update of the design information; and a data flow chart generation unit which indicates a relation of the control value and the conversion formula on the basis of the updated design information and update information, and generates a dataflow chart in which the added and changed control values and the conversion formulas are highlighted.SELECTED DRAWING: Figure 1

The invention relates to the technical field of process flow editing, in particular to a process sequence editing method, device and equipment based on a WEB flow chart, and the method comprises the steps: determining a production line detection information item based on a process sequence development project of a current vehicle model, and determining a process sequence of at least one controller based on the production line detection information item, based on the process sequence of the at least one controller, determining a reuse node, a diagnosis service node, a logic node and an operation function node in the execution process of the electric detection program; and based on the execution sequence of the at least one controller, generating a file in a preset format according to the diagnosis service node, the logic node and the operation function node, so as to guide the development of the electric detection program through the file in the preset format. Therefore, the problems of high detection sequence editing difficulty, high error rate, low efficiency, indefinite key process information and the like in the prior art are solved, and standardization, visualization and efficient management of the process sequence are realized through the graphical node editing method.

A form completion system provides a form completion engine that increases the efficiency and speed of the form filling process required to apply for services and complete events. The form completion engine may generate a flow graph that identifies a complete list of all forms required to apply for a particular service to eliminate time wasted in preparing partial applications. The flow graph may include links between different forms and each field required to be filled out by a particular entity. The flow graphs may be traversed in order to generate questions that elicit user responses including information required by the forms. The form completion engine may automatically fill in each field of the required forms using user responses to the questions and entity data stored by the form completion system.

The present invention proposes a method, device and medium for detecting money laundering behavior in a flow graph, wherein the method comprises obtaining fund transaction information in a money laundering scenario as graph data and representing it through a directed graph; when each fund flow arrives, judging whether the source account reaches a fund balance state after transferring out funds, and whether the target account reaches a fund balance state after transferring in funds; and respectively counting the number of times the source account and the target account reach a fund balance state at the current moment and the number of effective fund transfers accumulated from the initial moment to the current moment when the fund balance state is reached, and inputting them into an abnormal account evaluation model as statistical features for abnormal evaluation. The method can quickly and accurately detect money laundering behaviors of different modes and find suspicious money laundering accounts.

The invention discloses a chart processing method and device and a storage medium, and belongs to the field of computers. The method comprises the steps that a chart display interface is provided, the chart display interface is used for displaying a first chart, and the first chart comprises a first chart layer; an interactive processing flow chart is obtained, the interactive processing flow chart comprises at least one operation component and identification information of the first graph layer, the at least one operation component defines a first interactive operation and a first processing operation, and the interactive processing flow chart is used for indicating the first processing operation to adjust the content of the first graph; the at least one operation component is a selected component in a plurality of operation components included in the component library; in response to a first interaction operation executed on a first layer corresponding to the identification information, based on the interaction processing flow chart, executing a first processing operation on the first chart to adjust the content of the first chart to obtain a second chart; and replacing the first chart displayed on the chart display interface with the second chart. The labor cost can be saved.

The invention relates to a model training method and a parameter prediction method and device based on a flow chart. The method comprises the steps of obtaining key configuration data of a current process in a process flow chart; a flow chart data set is generated according to the key configuration data, the flow chart data set serves as a training sample, and the flow chart data set comprises flow convergence state information; and constructing a network model based on a variational auto-encoder of any condition, training the network model by using the training sample, and constructing a flow chart network model adaptive to the process flow chart. Performing missing value prediction on the key configuration data by using the flow chart network model, and performing parameter adjustment on the key configuration data according to the predicted missing value; and inputting the adjusted configuration data into the process flow diagram to carry out convergence prediction. Therefore, the problem of non-convergence of the optimized chemical process flow diagram is solved, the convergence probability of the flow diagram is improved, and meanwhile, the simulation stability and efficiency are improved.

The present application discloses a method, device and electronic device for generating a flowchart, which can be applied to the field of big data or the field of finance. Extract key node information and the correlation relationship between key node information from target business information, connect the key node information according to the correlation relationship, obtain an initial flowchart, convert the initial flowchart into a tree diagram according to the preset flowchart conversion rule, and determine whether the nodes in the tree diagram meet the pruning rules. If so, hide all branches connected to the nodes that meet the pruning rules to obtain a flowchart. That is, the present invention can automatically connect the key node information according to the correlation relationship to obtain an initial flowchart, which can simplify manual operations and improve accuracy compared to manual methods. In addition, all branches connected to the nodes that meet the pruning rules are hidden, and branches with lower usage frequencies can be hidden, so as to optimize the flowchart and improve user experience.

The present disclosure relates to the technical field of front-end display, and provides a flow chart display method and a device. The method comprises: acquiring user role information; if the user role information corresponds to an operation role, determining, from a target flow chart, target nodes corresponding to the user role information, and the relationship between the target nodes, the target nodes comprising a node to be operated corresponding to the operation role, and an operated node that the node to be operated depends on, and the operation role comprising a role used for performing a node operation; and displaying the target nodes in the target flow chart, and the relationship between the target nodes. The target nodes are not all nodes in the target flow chart, but nodes concerned by the operation role, so that a user can conveniently and quickly find a node to be operated, and perform an operation with the assistance of a dependent operated node.

The invention discloses an interactive rule arrangement system based on a graph structure, and relates to the technical field of rule engines, and the system comprises an interactive rule arrangement module which is used for creating each node in a to-be-executed flow chart and carrying out flow sorting and flow combination on each node in the to-be-executed flow chart; the graph rule engine module is used for obtaining a node and edge relationship in the graph rule file and analyzing to obtain a corresponding graph structure; and the interactive rule arrangement module is also used for carrying out process sorting and process combination on each node in the to-be-executed flow chart based on the graph structure in the graph rule file to form a constructed execution flow chart. According to the method, flexible arrangement of the rules is completed in an interactive visualization mode, the graph structure rule file is generated, operation is convenient, the learning cost is low, and the service rules have the global perspective advantage.

The present application relates to an intelligent business and process processing method, device, computer equipment, computer-readable storage medium and computer program product. The method comprises: obtaining initial business operation description information, and disassembling the initial business operation description information to obtain at least one process node; matching each process node with each standard node in a standard flow chart, and determining the dependency relationship of the process node based on the dependency relationship of each standard node matched with the process node; generating a known process path to be executed based on the dependency relationship of each process node and the standard flow chart; and performing business processing based on the known process path to be executed. The use of this method can improve the level of intelligence.

The invention provides a method and system for realizing a low-code framework based on a flow chart mode, and the method comprises the steps: carrying out the configuration of the low-code framework through a graphical user interface by adopting a flow chart low-code configuration method, and dragging a component required by an interface element into a specified container in a visual dragging mode; using configuration items of a container, configuring parameter settings of a container operation environment and behaviors, using configuration items of components, defining parameter settings of functions and options of each component, and developing a graphical user interface; and component functions and options of the low-code framework are displayed through a visual graphical user interface, and configuration and management are performed through clicking and dragging operations. According to the method, the overall research and development cost and the trial and error cost of software development are reduced, the controllability of the overall research and development cost and the trial and error cost is guaranteed, the problem that the deviation between the landing function and the actual demand in the traditional software platform development process is large is solved, and the rapid landing efficiency in the software platform development process is effectively improved.

The invention discloses an automatic data checking method based on a flow chart, which comprises the following steps of: automatically coding each node in the flow chart, and setting node activation and node quit for the same node so as to judge whether the current identification node is in an activated state or not; performing current data and historical data distinguishing on node data in an activated state in the flow chart, and storing the current data for subsequent comparison and calling; performing process screening comparison on each node according to the trend of the flow chart so as to judge whether the data trend of each node meets the related requirements of the flow chart or not; and if yes, judging that the flow incidence relation corresponding to the current node is true and correct, otherwise, judging that the data trend of the current node does not meet the related requirements of the flow chart. According to the method, the possibility of data errors of the flow chart can be reduced, the operation verification efficiency of the data environment is improved, problem searching and reason analysis in the flow execution process are facilitated, and time consumed by data analysis is saved.

The invention discloses a method and a system for automatically generating a software design description by using a function source code. The method specifically comprises the following steps of: firstly, selecting a function to be described by an analysis program according to a function list and a calling relationship; the conversion program generates a description document with the function to be tested as a parent chapter and the called function as a child chapter; secondly, generating a function description table and a Viso or bmp format flow chart through automatic conversion for description of each function, and storing the function description table and the Viso or bmp format flow chart in the form of the function description table and the flow chart; and finally, converting a plurality of functions which are selected to be explained into a Word document in the form of a function explanation table and a flow chart, and fusing the Word document into a software design explanation document to form a complete explanation of the software. According to the method, the function source code can be automatically converted into the software design description, so that the consistency of the design document and the source code is fundamentally ensured, and the software design description document preparation efficiency and the software design description document quality are improved.

The invention discloses an API process arrangement method and device, a storage medium and an arrangement executor, and relates to the technical field of process arrangement, and the method comprises the steps: generating an arrangement flow chart according to arrangement instructions of a plurality of API nodes uploaded by a user; optimizing the arrangement flow chart through a topological sorting method to obtain a directed flow chart; performing annular execution anomaly detection and branch path anomaly detection on the directed flow chart, and adjusting the directed flow chart based on a pre-detection result; and publishing the adjusted directed flow chart to a distributed coordination component to maintain arrangement change of the nodes. According to the method, when the API process is arranged, annular execution anomaly detection and branch path anomaly detection are provided; and the arrangement process is monitored in real time through the distributed coordination component, so that an abnormal arrangement process is avoided. Therefore, when a complex scene is processed, the conditions of a high-flow impact mechanism, abnormal node execution and the like can be avoided in advance, and the safety of service production is improved.

The invention relates to a version control method and device based on graph comparison, equipment and a storage medium. The method comprises the steps that in response to merging operation, a merging interface is displayed, and the merging interface comprises a basic version flow chart and two corresponding transformation version flow charts; wherein the transformed version flow chart comprises a plurality of difference components, and a mobile control is displayed on each difference component; the difference component is a component determined through graphic comparison of the reformed version flow chart and the basic version flow chart; in the version merging process, in response to a trigger operation for a mobile control displayed on a target difference component, adding the target difference component at a corresponding position in the basic version flow chart; wherein the target difference component is selected from difference components included in the two modified version flow charts; in response to a trigger operation for the merging completion control, determining that version merging is completed, and obtaining a target version flow chart; through the method, the flow charts of different versions can be quickly merged.