Abstract: A version updating system and a version updating method are provided. The version updating system includes a cloud server configured to execute a version updating tool, a version matching component, and a heterogeneous system management module that communicates with a heterogeneous system and a sub-business system. When the cloud server receives a version updating request for a cloud application, the version updating tool executes and prompts the version matching component to obtain version information of the heterogeneous system through the heterogeneous system management module. When the version information fails to meet version requirements, the version matching component records that the version information does not meet the version requirements and transmits a version updating notification to the sub-business system.

Abstract: A display interface control system and a display interface control method are provided. The display interface control system includes a first server, a second server and a database. The first server communicates with a terminal device, and is configured to receive interface configuration information sent by the terminal device. The second server communicates with the first server and is configured to receive the interface configuration information. The second server generates a data request to the database according to the interface configuration information, and the database returns corresponding keyword data to the first server according to the data request. The first server constructs interface display data according to the keyword data, and provides the interface display data to the terminal device, so that a browser of the terminal device renders and displays a corresponding page according to the interface display data.

Abstract: A data fusion system and a data fusion method that may effectively reduce redundancy and complexity after data amplification. The data fusion system includes a storage device and a processor. The storage device is configured to store a feature extraction module, a model building module, a model disassembly module and a data fusion module. The processor is electrically connected to the storage device. The processor is configured to execute the feature extraction module, the model building module, the model disassembly module and the data fusion module, and is configured to receive multiple form data. The feature extraction module extracts multiple feature data from the form data. The model building module performs a preprocessing operation on the feature data, and builds a prediction model. The model disassembly module disassembles the prediction model into multiple triples data. The data fusion module fuses the triples data into knowledge graph data.

Abstract: The disclosure provides a large object processing system and large object processing method thereof. The large object processing system includes a storage device and a processor. The storage device stores a plurality of large object variable forms, a PV processing module, and a large object processing module. The PV processing module receives a request for processing and further searches for a storage device according to the request to obtain a PV form and a plurality of object values in the PV form. The large object processing module determines whether the plurality of object values include object-referencing character strings. Should the plurality of object values include the object-referencing character strings, the large object processing module obtains corresponding large object data according to the object-referencing character strings. The PV processing module replaces the object-referencing character strings in the PV form with the large object data and organizes the PV form.

Abstract: An inventory optimization device and an inventory optimization method are provided. The inventory optimization device includes a memory and a processor. The processor executes a plurality of modules in the memory such that the plurality of modules execute genetic programming according to business data from an enterprise database to generate an objective function. The plurality of modules calculate the objective function according to an adjustment instruction from an electronic device to generate a fitness function. The plurality of modules execute a genetic algorithm according to the fitness function to generate a recommendation result, so that the electronic device manages the enterprise database according to the recommendation result, so as to improve operation efficiency of managing inventory.

Abstract: A data processing system and a data processing method are provided. The data processing system includes a processor and a storage device. The storage device stores a data processing module, a feature processing module and a classification conversion module. The processor is electrically connected to the storage device, and executes the data processing module, the feature processing module and the classification conversion module. The data processing module generates summary data according to multiple form data. The data processing module performs feature index calculation on the summary data to generate feature index data. The data processing module preprocesses the feature index data to generate a sample label data set. The feature processing module generates a training data set based on the sample label data set. The classification conversion module builds a classification model based on the training data set, and builds a structured semantic knowledge base based on the classification model.

Abstract: A data-driven data management system and data management method are provided. The data-driven data management system includes a storage device and a processor. The storage device is configured to store multiple process models. The processor is coupled to the storage device and configured to receive a setting data set. The processor performs a second compilation on the multiple assembly data sets to combine the multiple assembly data sets into multiple process data sets. The data-driven data management system and data management method of the disclosure are adapted to automatically perform two compilations on the setting data set according to the multiple process models, and then combine assembly data corresponding to the setting data set into the multiple process data sets.

Abstract: The disclosure provides a data simulation system and a data simulation method. The data simulation system includes an execution engine and a database. The execution engine includes a type matcher, an executor, and an analyzer. The type matcher receives a simulation command and generates a simulation logic group according to a simulation type in the simulation command. The executor executes simulation processing on data according to the simulation logic group to generate a simulation result. The analyzer determines a matching degree between the simulation result and a preset result according to the simulation type. When the matching degree is less than a threshold value, the analyzer adjusts the simulation logic group and commands the executor to execute the simulation processing repeatedly. When the matching degree is greater than the threshold value, the analyzer stores the simulation logic group.

Abstract: A data flow management system and a data flow management method are provided. The data flow management system includes a memory and a processor electrically connected to the memory and executing a data flow. The processor executes task nodes in the data flow, generates output data, and determines whether a data state of the output data reaches a target data state to decide whether to acquire a next task node in the data flow. When the processor determines the data state of the output data does not reach the target data state, the processor acquires the next task node and decides to execute the next task node in a data branching mode or a data shunting mode according to a data feature set and a branch identifier. When the processor determines the data state of the output data reaches the target data state, the processor ends the data flow.

Abstract: A multi-language conversion device and a multi-language conversion method are provided. The multi-language conversion device includes a storage device and a processor. The storage device is configured to store a multi-language template configuration. The processor is coupled to the storage device and configured to receive a request instruction. The processor obtains aggregated data corresponding to the request instruction according to the request instruction. The processor performs type matching on a calling type and the multi-language template configuration according to the calling type of the request instruction, so as to obtain a corresponding multi-language template. The processor performs multi-language conversion on the aggregated data according to the multi-language template to obtain converted data.

Abstract: The invention provides a decision processing system and a decision processing method. The decision processing system includes an electronic device and a server. The electronic device acquires target input data and application input data. The server includes a memory and a processor. The memory stores a plurality of models and task metadata. The processor executes the plurality of models. The design decision model computes the task metadata according to the target input data to generate a plurality of heterogeneous data nodes, and executes an encapsulation operation on the plurality of selected heterogeneous data nodes to generate a decision project. The action decision model executes the decision project according to the application input data to generate a decision result to the electronic device, so as to establish the decision project suitable for an abnormal condition to improve operation efficiency.

Abstract: The invention provides a publish-subscribe device and an operating method thereof. The publish-subscribe device includes a memory and a processor. The processor executes a plurality of modules in the memory, and executes a transaction in response to a request command output by an electronic device. The plurality of modules include a transaction publisher, a transaction state manager, and a subscriptions and logic device. The transaction publisher publishes an event to the transaction state manager according to state information of the transaction. The transaction state manager transmits the event to the subscriptions and logic device according to a subscription rule, so that the subscriptions and logic device executes a task associated with the event according to the event, thereby decoupling a business logic to reduce a complexity of implementing an application.

Abstract: An interface generation system and an interface generation method are provided. A processor executes a design module, an analysis module, a metadata module, and a rendering module. The design module receives configuration data. The metadata module calls metadata according to an application program interface (API) corresponding to the configuration data and stores the metadata of a plurality of APIs. The analysis module analyzes the configuration data and the metadata to generate interface data according to the metadata of the APIs and a data feature. The rendering module displays interface content on a display according to the interface data to provide an operation interface and a data interface corresponding to the configuration data.

Abstract: A label architecture building system and a label architecture building method are provided. The label architecture building system includes a storage device and a processor. The processor executes a plurality of modules in the storage device. A task profile label building module performs data mining according to task and user information in an enterprise system to generate task label data and builds a task profile label architecture according to the task label data. A user profile label building module performs data mining according to user information in the enterprise system to generate user label data and builds a user profile label architecture according to the user label data, so that a recommendation system provides recommendation information according to input information, the task profile label architecture, and the user profile label architecture. The efficiency of building the label architecture and the accuracy of the profile are accordingly improved.

Abstract: A processing method and a processing system of a project process are provided. The processing method includes the following steps. A processor defines a matching model according to a relationship among a plurality of pieces of document data and a relationship between the document data and a plurality of components. The processor calculates the components according to the matching model to output a plurality of recommended components in a design phase of a target project. The processor performs a packaging operation to form a plan according to a plurality of selected components. Each of a plurality of nodes in the plan includes corresponding plan coordinates. The processor specifies a first node among the nodes as a starting node to start executing the target project according to plan coordinates of an input data instance in a running phase. The first node and the input data instance have the same plan coordinates, so the project process is accordingly designed based on data.

Abstract: The disclosure provides an application program management system and an application program management method. A development server, a version manager, and a development database are included. The development server includes and executes a version management module. The version management module establishes a corresponding branch according to the branch establishing command and inputs version application information in the branch establishing command to the version manager. The version manager searches and obtains a corresponding configuration code according to the version application information and inputs the configuration code to the development server. The version management module converts the configuration code into configuration data corresponding to a data structure of the development database and inputs the configuration data into the development database.

Abstract: A software test method and a software test system including a storage device and a processor are provided. A plurality of modules are stored. The processor executes the modules in the storage device. An interface module accesses activated use case information of an electronic device to generate a test case file, so that the electronic device performs a test call operation on the interface module according to the test case file through a component under test (CUT). The interface module includes simulation component interfaces. Executing the test call operation includes sub-test call operations. An execution module respectively analyzes the sub-test call operations performed by the CUT sequentially calling the simulation component interfaces to generate sets of test progress information. A determination module generates and provides a test result to the electronic device according to a test configuration file and the sets of test progress information to improve test performance.

Abstract: A recommendation system and an operation method thereof are provided. The recommendation system includes a storage device and a processor. The storage device stores an enterprise database of an enterprise system. The processor executes a plurality of modules in the storage device. A user profile building module and a task profile building module perform data mining according to historical behavior information, user information and task information in the enterprise database to generate user profile data and task profile data. The profile matching module performs data mining according to the historical behavior information, the user profile data, and the task profile data to generate a profile knowledge map, so that when the enterprise system 10 receives input information, the enterprise system obtains recommended data that matches the input information from the user profile data, the task profile data, and the profile knowledge map, so as to improve work efficiency.

Abstract: A data displaying system and a data displaying method are provided. The data displaying system includes a storage device and a processor. The processor executes a plurality of modules in the storage device. A collection module accesses a database to retrieve historical display data. The historical display data include a plurality of fields. An analysis module calculates a plurality of length values of the historical display data in the respective fields to generate length data. The analysis module counts a distribution of the length data and generates target field widths corresponding to the fields based on a threshold and the distribution of the length data. An interface module outputs the target field widths to an electronic device, which allows the electronic device to display current display data in the electronic device based on the target field widths and thus improve user experience.

Abstract: A service combination device and a service combination method are provided. The service combination device includes a storage device and a processor. The storage device is configured to store a service combination module, a graph storage module, and a combination optimization module. The processor is coupled to the storage device and configured to receive initial data. The processor executes the service combination module to generate a plurality of target data according to the initial data. The processor executes the graph storage module to search a data graph according to the target data to obtain a plurality of service data combinations. The processor executes the combination optimization module to filter out an optimized service data combination from the plurality of service data combinations. The service combination device and service combination method of the disclosure are adapted to automatically perform combination and optimization of service data.