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: 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: 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: 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: 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: 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 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.

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 knowledge graph construction system and a knowledge graph construction method are provided. The knowledge graph construction system includes a storage device and a processor. The processor executes multiple modules in the storage device. The computing module respectively executes an index computation operation according to multi-level historical data in the enterprise system to generate multi-level index data. The classification and parsing module respectively executes a classification and parsing operation on the multi-level index data to generate a multi-level graph. The integration module sequentially integrates an i-level graph and a consecutive next-level graph in the multi-level graph according to a rule until graphs at all levels in the multi-level graph are integrated to generate an output graph, so that the enterprise system executes a prediction operation according to the output graph to improve accuracy.

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 construction system and a data construction method. The data construction system includes a construction process management unit and a data construction unit. The data construction unit is configured to receive an initiation construction request. The data construction unit obtains corresponding construction rule data from the construction process management unit according to the initiation construction request, and sends an obtaining source data request to the construction process management unit. The construction process management unit receives the obtaining source data request, and calculates a new access location according to a source data identification number and access location information in the obtaining source data request. The construction process management unit obtains corresponding source data according to the new access location, and updates the access location information according to the new access location.

Abstract: A data-driven execution system and an execution method thereof are provided. The data-driven execution system includes a storage device and a processor. The storage device is used for storing multiple modules. The processor is coupled to the storage device and used to execute multiple modules. The processor receives a data processing request. The processor searches a data graph according to the data processing request to obtain at least one task path. The processor generates a recommended plan according to one of the at least one task path.

Abstract: A business execution system and business execution method are provided. The business execution system includes memory and processor. The processor executes a detection module and an execution module in the memory. The detection module periodically creates a first task according to a detection and execution rule in the memory, and obtains an action number of the first task. The action number corresponds to a business indicator. The execution module obtains invocation chain information in the detection and execution rule according to the action number, and executes the first task on an electronic device based on the invocation chain information to generate a first execution result. The detection module determines whether the detection module creates a second task according to the detection and execution rule and the first execution result, so that the execution module executes the second task to generate a second execution result, and configures various service arrangements accordingly.

Abstract: A version management system and method are provided. The version management system includes a cloud server and a local server. When a first cloud application programming interface of a first local application programming interface corresponding to a first tenant is updated from a first version to a second version, a cloud version update module publishes first configuration data to be version updated to a configuration repository. When the cloud version update module judges that the first local application programming interface is updated from the first version to the second version through a local version update module, the cloud version update module updates a cloud version correspondence table. When the cloud server calls the first cloud application programming interface, a cloud configuration management module loads the first configuration data to be version updated, so that the cloud server executes the second version of the first cloud application programming interface.

Abstract: A structured data analysis system and a method for structured data analysis are provided. The structured data analysis system includes a memory and a processor. The processor obtains input data from an electronic device and converts the same into tree structure data to form nodes. The processor selects a first and a second node among the nodes. The first and the second nodes respectively correspond to a first and a second collection among the collections in the input data. The processor generates missing judgment result by judging whether the first node is missing according to a first amount of the first collection and a second amount of elements included in the second collection. The processor judges that whether the processor generates output data to the server based on original field data according to the missing judgment result to enable the server to operate correctly according to the completed output data.

Abstract: A data construction system and a data construction method are provided. The data construction system includes a memory and a processor. The memory stores a data automatic construction component. The processor executes the data automatic construction component to obtain a call request instruction and a data source from a computer device. The data automatic construction component determines input metadata and an API to be called in a business system according to the call request instruction and the data source, and the data automatic construction component reads a server according to the API and the input metadata to obtain a mapping rule and a metadata set. The data automatic construction component uses the data source to construct an input parameter according to the mapping rule and the metadata set, and outputs the input parameter to the API, so that the API responds corresponding business data to the computer device.

Abstract: A data-based workflow generation device and method thereof are provided. The data-based workflow generation device includes a storage device and a processor. The processor is coupled to the storage device. The processor receives a data set. The processor takes the data set as an input data set, and searches a data map according to the input data set to obtain a best task path. The processor executes the best task path to obtain an output data set. The processor takes the output data set as the input data set, and repeatedly searches the data map according to the input data set, and executes a corresponding best task path until the output data set is the same as a target data set.

Abstract: A data combination device and a data combination method are provided. The data combination device includes a storage device and a processor. The storage device is configured to store component instances. The processor is coupled to the storage device and is configured to receive a combining instruction. The processor parses a component description and data type in the combining instruction. The processor obtains a plurality of matching instances corresponding to the component description from the plurality of component instances. The processor packages the plurality of matching instances into package data.

Abstract: A development system with automatic upgrade function and an automatic upgrade method of a development system are provided. The development system includes a memory apparatus and a processor. The memory apparatus stores multiple application modules, an application software upgrade method package, and multiple software packages corresponding to the application modules. The processor is coupled to the memory apparatus and executes the application software upgrade method package to execute an upgrade development system program, where the processor analyzes versions of the software packages, maintains a software package list according to an analysis result, reads a software repository according to the software package list to obtain a software package in a new version, and installs the software package in the new version to upgrade at least one of the application modules.