CN107967601A - A kind of automation approval process system based on configuration and self decision-making - Google Patents
A kind of automation approval process system based on configuration and self decision-making Download PDFInfo
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- CN107967601A CN107967601A CN201711392582.2A CN201711392582A CN107967601A CN 107967601 A CN107967601 A CN 107967601A CN 201711392582 A CN201711392582 A CN 201711392582A CN 107967601 A CN107967601 A CN 107967601A
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Abstract
The present invention relates to a kind of automation approval process system based on configuration and self decision-making, including flow engine module, the life cycle management for approval node；Configuration center module, the flow trend that transmission and management for approval node parameter are entirely examined, configuration center module are combined by database and caching, dynamically change operating parameter；Decision engine module, by accessing machine learning model and regulation engine, determines the trend of whole flow process node.The data that can quickly transmit between modification process of the present invention, the trend of flow can be flexibly changed at the same time, at the same time plus the integration of decision engine module, it is capable of the trend of dynamic control flow, whole approval process just flexibly can be correctly completed without manual intervention, and in terms of actual effect, it can also complete quasi real time to examine.
Description
Technical field
The present invention relates to a kind of approval process system, is examined more particularly to a kind of automation based on configuration and self decision-making
Criticize flow system.
Background technology
Traditional approval process, parameter complexity is various in flow, if there is variation, it may be desirable to which flow nodes are changed
Make, customized and configuration flow parameter without a kind of conveniently mode.During traditional approval process, Complicated Flow
Change generally require to customize many nodes and parameter again, often relate to the change of project, need to need to customize or open again
Hair.Approval process unification traditional at the same time, generally requires the trend of the good whole flow process of predefined, can not be flexible on stream
Change, to customize the trend of itself flow, can not generally require artificial participation according to complicated algorithm or external condition,
Carry out trend and the transmission of some parameters of control flow, not only increase human cost, also increase the time-consuming of approval process, into
This higher and execution efficiency is relatively low.
The content of the invention
The purpose of the present invention is to propose to a kind of automation approval process system based entirely on configuration and self decision-making, realize
Flow guiding and data flow can be completed by configuring with system strategy, the flow entirely examined without manual intervention,
Automatic configuration is with performing.
To achieve the above object, the present invention provides a kind of automation approval process system based on configuration and self decision-making
System, the automation approval process system include：
Flow engine module, for the life cycle management of approval node, the life cycle management content includes at least
Newly-built flow, perform flow, perform flow nodes, circulation flow nodes and terminate flow；
Configuration center module, the flow trend that transmission and management for approval node parameter are entirely examined, configuration center
Module is combined by database and caching, dynamically changes operating parameter；
Decision engine module, by accessing machine learning model and regulation engine, determines the trend of whole flow process node；
On stream, the flow engine module is performed and flowed by obtaining the configuration parameter of configuration center module in real time
Turn of tidal stream journey, and pass through the trend of decision engine module dynamically control flow node.
Preferably, life cycle management step of the flow engine module to approval node includes：
S301, flow engine module draw out approval process figure and examination ＆ approval sub-process figure by interface or script；
S302, as user or system trigger, flow engine module is sent out by having configured the approval process figure of completion
Play a new flow；
S303, when approval process circulates to flow nodes, configuration flow node is performed by the parameter being configured
Code；
S304, after flow nodes have performed, workflow is continued to execute to next flow nodes；When flow terminates
During without circulation, then terminate current process.
Preferably, the configuration content of the configuration center module include each node need parameter and derived parameter,
Flow nodes go out the relation of ginseng and workflow next step, configure the relation of specific data and specific flow.
Preferably, in flow nodes, decision engine module access machine learning model and regulation engine after, by using
Data caused by family or system reality, by being calculated as a result, and by the operating parameter of the result and configuration center module
With reference to direction flow is in next step.
Preferably, multiple scores are calculated by machine learning model, then regulation engine configuration rule, calculated last
Value, the automation approval process system are grasped in next step by last value and according to the configuration of configuration center module to be oriented to
Make.
Preferably, the last value that automation approval process system is calculated by decision engine module, to workflow user
Scored and sorted out.
Based on above-mentioned technical proposal, it is an advantage of the invention that：
The automation approval process system based on configuration and self decision-making of the present invention passes through configuration center module and flow
The combination of engine modules, the data that can quickly transmit between modification process, while the trend of flow can be flexibly changed, together
When plus decision engine module integration, be capable of the trend of dynamic control flow, just can be flexibly correct without manual intervention
The whole approval process of completion, and in terms of actual effect, can also complete quasi real time to examine.
Brief description of the drawings
Attached drawing described herein is used for providing a further understanding of the present invention, forms the part of the application, this hair
Bright schematic description and description is used to explain the present invention, does not form inappropriate limitation of the present invention.In the accompanying drawings：
Fig. 1 is automation approval process system structure diagram；
Fig. 2 is automation approval process system operating mode schematic diagram；
Fig. 3 is life cycle management schematic diagram of the flow engine module to approval node.
Embodiment
Below by drawings and examples, technical scheme is described in further detail.
The present invention provides a kind of automation approval process system based on configuration and self decision-making, such as Fig. 1~Fig. 3 institutes
Show, illustrated therein is a kind of preferred embodiment of the present invention.Based on the inconvenience of traditional approval process, the present invention proposes
A kind of examination ＆ approval scheme of automation, parameter can obtain automatically, and flow nodes can configure, and flow trend can be determined dynamically.
As shown in Figure 1 and Figure 2, the automation approval process system includes：
Flow engine module, for the life cycle management of approval node, the life cycle management content includes at least
Newly-built flow, perform flow, perform flow nodes, circulation flow nodes and terminate flow；
Configuration center module, the flow trend that transmission and management for approval node parameter are entirely examined, configuration center
Module is combined by database and caching, dynamically changes operating parameter；
Decision engine module, by accessing machine learning model and regulation engine, determines the trend of whole flow process node；
On stream, the flow engine module is performed and flowed by obtaining the configuration parameter of configuration center module in real time
Turn of tidal stream journey, and pass through the trend of decision engine module dynamically control flow node.
When fill flow path is examined, user first starts to fill in personal information user, into approval process, passes through flow afterwards
Engine modules carry out flow initialization, product process node.After user submits, flow engine module is by workflow to flow
Node (decision node), the ginseng for implementation strategy and the configuration center configuration that decision engine module is configured by configuration center module
Number, goes decision center to carry out calculating decision-making and obtains a result, the stream that flow engine module configures result according to configuration center module
Cheng Liuzhuan parameters are compared, by workflow to the downstream node or termination process configured.
Preferably, flow engine module is mainly used for the life cycle management of approval node, including newly-built flow, performs stream
Journey, performs flow nodes, and circulate flow nodes, terminates flow.Preferably, as shown in figure 3, the flow engine module is to examination ＆ approval
The life cycle management step of node includes：
S301, flow engine module draw out approval process figure and examination ＆ approval sub-process figure by interface or script；
S302, as user or system trigger, flow engine module is sent out by having configured the approval process figure of completion
Play a new flow；
S303, when approval process circulates to flow nodes, configuration flow node is performed by the parameter being configured
Code；
S304, after flow nodes have performed, workflow is continued to execute to next flow nodes；When flow terminates
During without circulation, then terminate current process.
The flow trend that configuration center module is mainly used for the transmission of approval node parameter and entirely examines.In the configuration
Core module is combined by database and caching, realizes dynamic modification operating parameter, the operation of hommization is capable of providing with this, can
It is used while allocating, comes into force in time.Preferably, the configuration content of the configuration center module includes can configure the needs of each node
Parameter and derived parameter, configurable flow node go out the relation of ginseng and workflow next step, can configure specific data and spy
Relation of constant current journey etc..
The decision engine module determines walking for whole flow process node by accessing machine learning model or regulation engine
To.Preferably, in flow nodes, decision engine module after access machine learning model and regulation engine, by user or
Data caused by system reality, through being calculated as a result, and the result is combined with the operating parameter of configuration center module,
It is directed toward flow in next step, and can be constantly trained by machine learning and be more in line with actual model, so that result is more
It is excellent.
Preferably, multiple scores are calculated by machine learning model, then regulation engine configuration rule, calculated last
Value, the automation approval process system are grasped in next step by last value and according to the configuration of configuration center module to be oriented to
Make.Preferably, the last value that automation approval process system is calculated by decision engine module, comments workflow user
Divide and sort out.
The automation approval process system based on configuration and self decision-making of the present invention passes through configuration center module and flow
The combination of engine modules, the data that can quickly transmit between modification process, while the trend of flow can be flexibly changed, together
When plus decision engine module integration, be capable of the trend of dynamic control flow, just can be flexibly correct without manual intervention
The whole approval process of completion, and in terms of actual effect, can also complete quasi real time to examine.
Finally it should be noted that:The above embodiments are merely illustrative of the technical scheme of the present invention and are not intended to be limiting thereof；To the greatest extent
The present invention is described in detail with reference to preferred embodiments for pipe, those of ordinary skills in the art should understand that：Still
It can modify to the embodiment of the present invention or equivalent substitution is carried out to some technical characteristics；Without departing from this hair
The spirit of bright technical solution, it should all cover among the claimed technical solution scope of the present invention.
Claims (6)
- A kind of 1. automation approval process system based on configuration and self decision-making, it is characterised in that：The automation examination ＆ approval stream Journey system includes：Flow engine module, for the life cycle management of approval node, the life cycle management content includes at least newly-built Flow, perform flow, perform flow nodes, circulation flow nodes and terminate flow；Configuration center module, the flow trend that transmission and management for approval node parameter are entirely examined, configuration center module Combined by database and caching, dynamically change operating parameter；Decision engine module, by accessing machine learning model and regulation engine, determines the trend of whole flow process node；On stream, the flow engine module performs and circulates by obtaining the configuration parameter of configuration center module in real time Journey, and pass through the trend of decision engine module dynamically control flow node.
- 2. automation approval process system according to claim 1, it is characterised in that：The flow engine module is to examination ＆ approval The life cycle management step of node includes：S301, flow engine module draw out approval process figure and examination ＆ approval sub-process figure by interface or script；S302, as user or system trigger, flow engine module initiates one by having configured the approval process figure of completion A new flow；S303, when approval process circulates to flow nodes, the code of configuration flow node is performed by the parameter being configured；S304, after flow nodes have performed, workflow is continued to execute to next flow nodes；When flow terminates no stream When turning, then terminate current process.
- 3. automation approval process system according to claim 1, it is characterised in that：The configuration of the configuration center module Content includes the parameter of each node needs and derived parameter, flow nodes go out the relation of ginseng and workflow next step, match somebody with somebody Put the relation of specific data and specific flow.
- 4. automation approval process system according to claim 1, it is characterised in that：In flow nodes, decision engine Module is after access machine learning model and regulation engine, by data caused by user or system reality, by being calculated As a result, and the result is combined with the operating parameter of configuration center module, direction flow next step.
- 5. automation approval process system according to claim 4, it is characterised in that：Calculated by machine learning model more A score, then regulation engine configuration rule calculate last value, the automation approval process system by last value simultaneously Operated in next step according to the configuration of configuration center module to be oriented to.
- 6. automation approval process system according to claim 5, it is characterised in that：Automation approval process system passes through The last value that decision engine module calculates, scores workflow user and is sorted out.
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108647883A (en) * | 2018-05-10 | 2018-10-12 | 山东中创软件工程股份有限公司 | A kind of business approval method, apparatus, equipment and medium |
| CN109345380A (en) * | 2018-11-19 | 2019-02-15 | 上海指旺信息科技有限公司 | Risk control platform construction method and system |
| CN109345202A (en) * | 2018-09-27 | 2019-02-15 | 中国银行股份有限公司 | A kind of process customizing method and system of multi-product multi-layer |
| CN111192021A (en) * | 2019-12-31 | 2020-05-22 | 深圳市跨越新科技有限公司 | OA document approval implementation method and system |
| CN111640000A (en) * | 2020-04-17 | 2020-09-08 | 四川新网银行股份有限公司 | Data source calling method based on real-time decision |
| CN112256672A (en) * | 2020-10-22 | 2021-01-22 | 中国联合网络通信集团有限公司 | Database change approval method and device |
| CN112365224A (en) * | 2020-10-26 | 2021-02-12 | 南京集新萃信息科技有限公司 | Artificial intelligence automatic approval method suitable for project management system |
| CN112712452A (en) * | 2020-12-02 | 2021-04-27 | 杭州趣链科技有限公司 | Approval information processing method and device based on block chain |
| CN112734247A (en) * | 2021-01-14 | 2021-04-30 | 上海尧信惠达信息科技有限公司 | Method, system, storage medium and electronic device for automatic approval of guarantee and credit |
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| CN109345202A (en) * | 2018-09-27 | 2019-02-15 | 中国银行股份有限公司 | A kind of process customizing method and system of multi-product multi-layer |
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| CN109345380A (en) * | 2018-11-19 | 2019-02-15 | 上海指旺信息科技有限公司 | Risk control platform construction method and system |
| CN111192021A (en) * | 2019-12-31 | 2020-05-22 | 深圳市跨越新科技有限公司 | OA document approval implementation method and system |
| CN111640000A (en) * | 2020-04-17 | 2020-09-08 | 四川新网银行股份有限公司 | Data source calling method based on real-time decision |
| CN112256672A (en) * | 2020-10-22 | 2021-01-22 | 中国联合网络通信集团有限公司 | Database change approval method and device |
| CN112256672B (en) * | 2020-10-22 | 2023-05-30 | 中国联合网络通信集团有限公司 | Database change approval method and device |
| CN112365224A (en) * | 2020-10-26 | 2021-02-12 | 南京集新萃信息科技有限公司 | Artificial intelligence automatic approval method suitable for project management system |
| CN112712452A (en) * | 2020-12-02 | 2021-04-27 | 杭州趣链科技有限公司 | Approval information processing method and device based on block chain |
| CN112734247A (en) * | 2021-01-14 | 2021-04-30 | 上海尧信惠达信息科技有限公司 | Method, system, storage medium and electronic device for automatic approval of guarantee and credit |
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Application publication date: 20180427 |