CN116127055A

CN116127055A - Document-based flow map generation method, system, equipment and storage medium

Info

Publication number: CN116127055A
Application number: CN202211685923.6A
Authority: CN
Inventors: 徐文
Original assignee: Sichuan Hezhi Southwest Enterprise Management Co ltd
Current assignee: Sichuan Hezhi Southwest Enterprise Management Co ltd
Priority date: 2022-12-27
Filing date: 2022-12-27
Publication date: 2023-05-16

Abstract

The invention provides a document-based flow map generation method, a system, equipment and a storage medium, wherein the method comprises the following steps: providing at least one flow document; traversing the flow document based on the text flow logic chain grabbing model to obtain a plurality of flow chains, wherein each flow chain comprises at least one input node, at least one output node and a logic task; acquiring a process node set from all the process chains; nodes in the flow node set are respectively distributed in a visual map, and connecting lines for connecting the flow nodes are established according to the corresponding relation between each flow chain and the input node and the output node so as to generate a visual flow map. The invention can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of all large systems, and simplify the use flow and the related labor cost of the medicine development and management related standard program files.

Description

Document-based flow map generation method, system, equipment and storage medium

Technical Field

The invention relates to the field of medicine and artificial intelligence software, in particular to a document-based flow map generation method, a system, equipment and a storage medium.

Background

The medical health product development and management process requires a large number of standard program files, such as SOP files, which are abbreviations of Standard Operating Procedure, namely standard operation programs, and refer to describing operation steps and requirements of a certain event in a uniform format for guiding and standardizing daily work. The essence of SOP is to quantize details, and in colloquial terms, SOP is to refine and quantize key control points in a program. In the actual implementation process, the SOP core is in line with the enterprise and can be implemented without flowing in a form.

Standard job programs (Standard Operating Procedure, SOPs) are internal programs designed to perform complex daily routines within a limited time and resource. From a management point of view, standard working procedures can shorten the learning time spent by new personnel facing unskilled and complex transactions, and errors and negligence can be avoided as long as the instructions of the steps are followed. The reason for the establishment of the standard job program generally includes the following points (functions): standard job procedures can save time because time is valuable. Standard job procedures can reduce waste of resources because resources are scarce. The standard procedure may achieve stability because stability is the primary motivation for organizations to continue to exist. Standard work procedures can also create problems that rather hamper the achievement of the objective, the pathology of which must be understood: standard operating procedures resist transitions and cannot adapt to special environmental requirements. The standard operation procedure delays the time and cannot meet the demands of people.

The existing medical health product development and management related Standard Operation Program (SOP) has complicated text and difficult use. It is difficult for a business or practitioner to understand or otherwise operate, communicate or perform accurately. In particular, medical health product development and management related standard program files in different regions and countries are different, so that the management difficulty of enterprise compliance is increased.

In view of the above, the present invention provides a method, a system, a device and a storage medium for generating a document-based flow map.

It should be noted that the information disclosed in the foregoing background section is only for enhancement of understanding of the background of the invention and thus may include information that does not form the prior art that is already known to those of ordinary skill in the art.

Disclosure of Invention

Aiming at the problems in the prior art, the invention aims to provide a document-based flow map generation method, a document-based flow map generation system, document-based flow map generation equipment and document-based flow map generation storage medium, which overcome the difficulties in the prior art, can realize the effect of generating a most detailed visual task map by being compatible with the development and management related standard program files of medical health products of various large systems, and simplify the use flow and the related labor cost of the development and management related standard program files of the medical health products.

The embodiment of the invention provides a document-based flow map generation method, which comprises the following steps:

providing at least one flow document;

traversing the flow document based on a text flow logic chain grabbing model to obtain a plurality of flow chains, wherein each flow chain comprises at least one input node, at least one output node and a logic task;

obtaining a flow node set from all the flow chains; and

and respectively distributing the nodes in the flow node set in a visual map, and establishing a connecting line for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node so as to generate a visual flow map.

Preferably, in the step of providing at least one flow document, the flow document is a standard job program document based on a medical health product development management related specification program file.

Preferably, the text-based process logic chain grabbing model traverses the process document to obtain a plurality of process chains, each process chain comprises at least one input node, at least one output node and a logic task, and the method comprises the following steps:

Performing word segmentation on the flow document based on a natural semantic recognition algorithm;

traversing the flow document after word segmentation based on a text flow logic chain grabbing model to obtain a plurality of flow sentences;

and obtaining a flow chain according to each flow statement, wherein each flow chain comprises at least one input node, at least one output node and a logic task.

Preferably, the text-based logic chain grabbing model traverses the segmented flow document to obtain a plurality of flow sentences, wherein each flow sentence comprises a first keyword related to a task input node, a second keyword related to a task output node and a logic relation sentence for performing logic operation based on the first keyword and the second keyword;

and obtaining a flow chain according to each flow statement, wherein each flow chain comprises at least one input node, at least one output node and a logic task, wherein the input nodes are obtained according to the first keywords, the output nodes are obtained according to the second keywords, and the logic task is obtained according to the logic relation statement.

Preferably, the step of obtaining a process node set from all the process chains includes the following steps:

Collecting all the input nodes and the output nodes of the process chain; and

and repeating the input nodes and the output nodes which repeatedly appear in the set to obtain a flow node set.

Preferably, the nodes in the process node set are respectively distributed in a visual map, and a connection line for connecting the process nodes is established according to the corresponding relation between each process chain and the input node and the output node so as to generate a visual process map, which comprises the following steps:

randomly distributing nodes in the flow node set in a visual map respectively; and

and establishing a connecting line for connecting the process nodes according to the corresponding relation between each process chain and the input node and the output node, wherein the nodes and the connecting line together form a visual process map of the process document.

Randomly distributing nodes in the flow node set in a visual map respectively;

establishing a connecting line for connecting the process nodes according to the corresponding relation between each process chain and the input node and the output node so as to respectively generate a process map;

circularly performing the steps to obtain a plurality of flow maps; and

and counting each flow map, and taking the flow map with the smallest intersection point between the connecting lines counted in the N flow maps with the shortest total length of the connecting lines as a visual flow map.

The embodiment of the invention also provides a document-based flow map generation system for realizing the document-based flow map generation method, the document-based flow map generation system comprises:

a flow document module providing at least one flow document;

the logic chain module traverses the flow document based on a text flow logic chain grabbing model to obtain a plurality of flow chains, wherein each flow chain comprises at least one input node, at least one output node and a logic task;

the flow node module is used for acquiring a flow node set from all the flow chains; and

and the flow map module is used for respectively distributing the nodes in the flow node set into a visual map, and establishing a connecting line for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node so as to generate the visual flow map.

The embodiment of the invention also provides a document-based flow map generating device, which comprises:

a processor;

a memory having stored therein executable instructions of a processor;

wherein the processor is configured to perform the steps of the document-based flow map generation method described above via execution of the executable instructions.

Embodiments of the present invention also provide a computer-readable storage medium storing a program that when executed implements the steps of the document-based flow map generation method described above.

The document-based flow map generation method, system, equipment and storage medium can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of various systems, and simplify the use flow and the related labor cost of the medical health product development and management related standard program files.

Drawings

Other features, objects and advantages of the present invention will become more apparent upon reading of the detailed description of non-limiting embodiments, made with reference to the following drawings.

FIG. 1 is a flow chart of a document-based flow map generation method of the present invention.

FIG. 2 is a schematic diagram of an implementation of the document-based flow map generation method of the present invention.

FIG. 3 is a schematic diagram of the structure of the document-based flow map generation system of the present invention.

Fig. 4 is a schematic structural view of the document-based flow map generating apparatus of the present invention. and

Fig. 5 is a schematic structural view of a computer-readable storage medium according to an embodiment of the present invention.

Detailed Description

Other advantages and effects of the present application will be readily apparent to those skilled in the art from the present disclosure, by describing embodiments of the present application with specific examples. The present application may be embodied or applied in other specific forms and details, and various modifications and alterations may be made to the details of the present application from different points of view and application without departing from the spirit of the present application. It should be noted that, in the case of no conflict, the embodiments and features in the embodiments may be combined with each other.

The embodiments of the present application will be described in detail below with reference to the drawings so that those skilled in the art to which the present application pertains can easily implement the same. This application may be embodied in many different forms and is not limited to the embodiments described herein.

In the description of the present application, reference to the terms "one embodiment," "some embodiments," "examples," "particular examples," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present application. Furthermore, the particular features, structures, materials, or characteristics may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, the various embodiments or examples, and features of the various embodiments or examples, presented herein may be combined and combined by those skilled in the art without conflict.

Furthermore, the terms "first," "second," and the like, are used for descriptive purposes only and are not to be construed as indicating or implying a relative importance or the number of technical features indicated. Thus, a feature defining "a first" or "a second" may explicitly or implicitly include at least one such feature. In the context of the present application, the meaning of "a plurality" is two or more, unless explicitly defined otherwise.

For the purpose of clarity of the description of the present application, components that are not related to the description are omitted, and the same or similar components are given the same reference numerals throughout the description.

Throughout the specification, when a device is said to be "connected" to another device, this includes not only the case of "direct connection" but also the case of "indirect connection" with other components interposed therebetween. In addition, when a certain component is said to be "included" in a certain device, unless otherwise stated, other components are not excluded, but it means that other components may be included.

When a device is said to be "on" another device, this may be directly on the other device, but may also be accompanied by other devices therebetween. When a device is said to be "directly on" another device in contrast, there is no other device in between.

Although the terms first, second, etc. may be used herein to describe various elements in some examples, these elements should not be limited by these terms. These terms are only used to distinguish one element from another element. For example, a first interface, a second interface, etc. Furthermore, as used in this application, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context indicates otherwise. It will be further understood that the terms "comprises," "comprising," "includes," and/or "including" specify the presence of stated features, steps, operations, components, elements, items, categories, and/or groups, but do not preclude the presence, presence or addition of one or more other features, steps, operations, elements, components, items, categories, and/or groups. The terms "or" and/or "as used herein are to be construed as inclusive, or meaning any one or any combination. Thus, "A, B or C" or "A, B and/or C" means "any of the following: a, A is as follows; b, a step of preparing a composite material; c, performing operation; a and B; a and C; b and C; A. b and C). An exception to this definition will occur only when a combination of components, functions, steps or operations are in some way inherently mutually exclusive.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used herein, the singular forms "a", "an" and "the" are intended to include the plural forms as well, unless the language clearly indicates the contrary. The meaning of "comprising" in the specification is to specify the presence of stated features, regions, integers, steps, operations, elements, and/or components, but does not preclude the presence or addition of other features, regions, integers, steps, operations, elements, and/or components.

Although not differently defined, including technical and scientific terms used herein, all terms have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The term addition defined in the commonly used dictionary is interpreted as having a meaning conforming to the contents of the related art document and the current hint, so long as no definition is made, it is not interpreted as an ideal or very formulaic meaning too much.

FIG. 1 is a flow chart of a document-based flow map generation method of the present invention. As shown in fig. 1, an embodiment of the present invention provides a document-based flow map generating method, including the steps of:

s110, providing at least one procedure document.

S120, traversing the flow document based on the text flow logic chain grabbing model to obtain a plurality of flow chains, wherein each flow chain comprises at least one input node, at least one output node and a logic task.

S130, acquiring a flow node set from all the flow chains. and

And S140, respectively distributing the nodes in the flow node set in a visual map, and establishing connection lines for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node so as to generate a visual flow map.

The medical health products in this embodiment include, but are not limited to, drugs, medical devices, and diagnostic agents. The text of the related standard program file of the development and management of the existing medical health product is complex and difficult to use. The document-based flow map generation method can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of various systems, and simplifies the use flow and the related labor cost of the medical health product development and management related standard program files.

In a preferred embodiment, the flow document in step S110 is a standard job program document based on a medical health product development management related specification program file, but not limited thereto.

In a preferred embodiment, step S120 comprises the steps of:

s121, performing word segmentation on the flow document based on a natural semantic recognition algorithm.

S122, traversing the segmented flow document based on the text flow logic chain grabbing model to obtain a plurality of flow sentences.

S123, obtaining a flow chain according to each flow statement, wherein each flow chain comprises at least one input node, at least one output node and a logic task, so that the flow document is processed through AI (advanced technology interface) to be arranged into a plurality of flow chains which serve as basic data of a subsequent production flow chart, but the method is not limited to the method.

In a preferred embodiment, in step S122, each flow statement includes a first keyword related to the task input node, a second keyword related to the task output node, and a logical relationship statement that performs a logical operation based on the first keyword and the second keyword.

In step S123, input nodes are obtained according to the first keyword, output nodes are obtained according to the second keyword, and logical tasks are obtained according to the logical relation statement, but not limited thereto.

In a preferred embodiment, step S130 comprises the steps of:

s131, collecting the input nodes and the output nodes of all the flow chains. and

S132, repeating the input node and the output node in the set to obtain a flow node set, but not limited to the flow node set.

In a preferred embodiment, step S140 comprises the steps of:

s141, randomly distributing nodes in the flow node set in a visual map. and

S142, connecting lines between the process nodes are established according to the corresponding relation between each process chain and the input node and the output node, the nodes and the connecting lines jointly form a visual process map of the process document, and the visual process map is formed by combining the process chains in the form of nodes and edges, but the visual process map is not limited to the visual process map.

In a preferred embodiment, step S140 comprises the steps of:

s146, the nodes in the flow node set are randomly distributed in a visual map.

S147, connecting lines for connecting the process nodes are established according to the corresponding relation between each process chain and the input node and the output node, so as to respectively generate a process map.

S148, circularly carrying out the steps to obtain a plurality of flow maps. and

S149, counting each flow map, taking the flow map with the minimum intersection point between the statistical connecting lines in the N flow maps with the shortest total length of the connecting lines as a visual flow map, wherein the nodes in the flow node set are randomly distributed in the visual map, and part of drawings or lines are repeatedly staggered and difficult to distinguish.

One embodiment of the invention is a network platform using the document-based process map generation method of the invention, the process of generating the process map comprising: a standard job program document based on medical health product development management related specification program files is provided. The pharmaceutical clinical trial management codes are requirements for managing and standardizing clinical trials of a pharmaceutical product, and the contents of the pharmaceutical clinical trial management codes are not described herein.

And performing word segmentation on the flow document based on a natural semantic recognition algorithm. The method comprises the steps of traversing a segmented flow document based on a text flow logic chain grabbing model to obtain a plurality of flow sentences, wherein each flow sentence comprises a first keyword related to a task input node, a second keyword related to a task output node and a logic relation sentence for performing logic operation based on the first keyword and the second keyword. And obtaining a flow chain according to each flow statement, wherein each flow chain comprises at least one input node, at least one output node and a logic task, the input nodes are obtained according to the first keywords, the output nodes are obtained according to the second keywords, and the logic task is obtained according to the logic relation statement. In this embodiment, the existing natural semantic recognition algorithm may be used to segment the flow document, and the text flow logic chain capture model trained in the prior art is used to traverse the segmented flow document, so as to capture the flow statement, and divide the content in the flow statement into a first keyword related to the task input node, a second keyword related to the task output node, and a logic relationship statement that performs a logic operation based on the first keyword and the second keyword, which are not described herein.

And then, collecting the input nodes and the output nodes of all the flow chains, and obtaining a flow node set after the repeated input nodes and the repeated output nodes in the set are de-duplicated.

And randomly distributing nodes in the flow node set in a visual map. And establishing connecting lines for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node so as to respectively generate a flow map. The steps are circularly performed to obtain a plurality of flow maps. And counting each flow map, and taking the flow map with the least intersection point between the counted connecting lines in the N flow maps with the shortest total length of the connecting lines as a visual flow map.

Another embodiment of the present invention performs word segmentation based on natural semantic recognition algorithms on the flow document. Traversing the segmented flow document based on the text flow logic chain grabbing model to obtain a plurality of flow sentences, and preparing a research medicine (IMP) Supply and Management Plan (SMP) after tabular representation comprises the following steps:

Step 4.1-1

step title: grassed IMP SMP

Roller: IMP SMP author

Description of: the drafted IMP SMP is a key file for provisioning and management of IMP in clinical trials, including control products and/or placebo. Drug supply management programs were studied with reference to Doc001 Template. After the proposal is finished, the proposal can be started to draft. For example, a company's drug delivery manager may act as the author of an IMP SMP, and project PM (project manager) may also authorize other members of the team to write the IMP SMP.

Outcome output 1 (corresponding to task output node):

name: study drug supply plan draft (Doc 001 Template).

Assignment 1: and (5) finishing drafting.

Assignment 1 accessory: (task links are uploaded by the user).

Whether the flow is ended: yes/no (default no).

Condition input 1 (corresponding to the first task input node):

the mode is as follows: custom/associate other steps of the flow file/associate steps of other flow files (custom is selected here).

Free editing: after the scheme is finished.

Remarks: the modification of the input 1 is subsequently allowed, including the manner and editing of text, and such a reserved manner may be used when other associated flow files are not finalized.

Requirement input 2 (corresponding to the second task input node):

1) The company requires: default automatic import of the process files during configuration is based on general principles and requirements, and pruning is made.

2) Chapter requirements for other documents of the company are added.

2) The code requirements, default import process file code links, subsequent iterations to code entries, allow for additions, and subsequent iterations are automatically associated with KC codes.

Requirements are for example:

1) IMP can be delivered only after obtaining ethical committee clinical study lots at the study center. (the following three are deleted, indicating that the first bar is related to the present micro scene)

2) Throughout the study, IMP inventory will be monitored and checked following applicable legal regulations, corporate requirements and related institutional policies.

3) The IMP is stored in a secure, temperature-controlled and access-rights-controlled environment, as required in the solution or other provided guidelines.

4) IMPs must be destroyed in accordance with the requirements of the relevant authorities and applicable laws and regulations and written approval by a company or other provider needs to be obtained.

Step 4.1-2

Step title: auditing IMP SMP

Roller: IMP SMP auditor/IMP SMP author

Description of:

an opinion is presented about IMP SMP.

Auditors of IMP SMP must include, but are not limited to:

project manager

Certain company drug Provisioning manager (not the author of IMP SMP)

IWRS system administrator (e.g., using IWRS)

Data manager

The IMP SMP author modifies according to the audit or approval opinion if necessary.

Outcome output 1: audit study drug supply plan (Doc 001 Template)

Assignment 1: completion of audit

Assignment 1 accessory: (user upload)

Whether the flow is ended: yes/no (default no)

Condition input 1:

the mode is as follows: custom/association of other steps of the flow document/steps of associating other flow documents (here selecting other steps of associating the flow document)

Step 4.1-1 (drafted IMP SMP) -output 1: study drug Provisioning plan draft (Doc 001 Template)

Status: finishing drafting (assignment 1)

Assignment 1 accessory: accessories for introducing this step

Condition input 2: relationship: or (and/or, where or is selected)

Step 4.1-3 (approval IMP SMP) -output 1: approval study drug delivery plan (Doc 001 Template)

Status: requiring modification (assignment 2)

Assignment 1 accessory: accessories for introducing this step

Remarks: or only manages two adjacent conditions, when the map is viewed, the or is placed in a row and is divided into rows, for example:

step XX-output X: XXX try-done or step XX-output X: XXX try-done or step XX-output X: XXX trial-completion

And step XX-output X: XXX trial-completion

Step 4.1-3

Step title: approval of IMP SMP

Roller: project manager

Description of:

approval of IMP SMP

After the endplate protocol is approved, the endplate IMP SMP may be approved.

If the approval opinion is modified, returning to the step 4.1-1 to revise and draft.

If approved.

If the approval opinion is not passed, the flow ends.

Outcome output 1: approval study drug delivery plan (Doc 001 Template)

Assignment 1: approval pass

Assignment 1 accessory: (user upload review batch)

Whether the flow is ended: yes/no (default no)

Assignment 2: requiring modification

Assignment 2 attachment: (user upload)

Whether the flow is ended: yes/no (default no)

Assignment 3: not pass through

Assignment 3 accessory: (user upload)

Whether the flow is ended: yes/no (here chosen yes)

Condition input 1:

the mode is as follows: custom/association of other steps of the flow document/steps of the association of other flow documents (custom is selected here)

Free editing: after the final version is approved

Remarks: the condition input 1 is subsequently allowed to be modified, including modes and edit words, and the reservation mode can be used when other related flow files are not finalized in the early stage.

Condition input 2: relationship: and (and/or, where or is selected)

Step 4.1-2 (audit IMP SMP) -outcome output 1: audit study drug supply plan (Doc 001 Template)

Status: completion of auditing (assignment 1)

Accessories: import the attachment of the last association step-output + assign 1 association

FIG. 2 is a schematic diagram of an implementation of the document-based flow map generation method of the present invention. The flow map shown in fig. 2 is obtained based on the above.

FIG. 3 is a schematic diagram of the structure of the document-based flow map generation system of the present invention. As shown in fig. 3, the document-based flow map generation system 5 of the present invention includes:

the flow document module 51 provides at least one flow document.

The logic chain module 52 traverses the flow document based on the text flow logic chain grabbing model to obtain a plurality of flow chains, each flow chain including at least one input node, at least one output node, and logic tasks.

The process node module 53 obtains a process node set from all the process chains. and

The process map module 54 distributes the nodes in the process node set in a visual map, and establishes a connection line between the process nodes according to the corresponding relationship between each process chain and the input node and the output node, so as to generate a visual process map.

In a preferred embodiment, the flow document module 51 is configured such that the flow document is a standard job program document based on medical health product development management related specification program files.

In a preferred embodiment, the flow document module 51 is configured to word the flow document based on a natural semantic recognition algorithm. And traversing the segmented flow document based on the text flow logic chain grabbing model to obtain a plurality of flow sentences. And obtaining a flow chain according to each flow statement, wherein each flow chain comprises at least one input node, at least one output node and a logic task.

In a preferred embodiment, the flow document module 51 is further configured such that each flow statement includes a first keyword related to the task input node, a second keyword related to the task output node, and a logical relationship statement that performs a logical operation based on the first keyword and the second keyword. And obtaining input nodes according to the first keywords, obtaining output nodes according to the second keywords, and obtaining logic tasks according to the logic relation sentences.

In a preferred embodiment, the flow node module 53 is configured to aggregate the input nodes, output nodes of all flow chains. And repeating the input nodes and the output nodes which repeatedly appear in the set to obtain a flow node set.

In a preferred embodiment, the flow map module 54 is configured to randomly distribute each of the nodes in the set of flow nodes in a visual map. And establishing a connection line for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node, wherein the nodes and the connection line together form a visual flow map of the flow document.

In a preferred embodiment, the flow map module 54 is configured to randomly distribute each of the nodes in the set of flow nodes in a visual map. And establishing connecting lines for connecting the flow nodes according to the corresponding relation between each flow chain and the input node and the output node so as to respectively generate a flow map. The steps are circularly performed to obtain a plurality of flow maps. And counting each flow map, and taking the flow map with the least intersection point between the counted connecting lines in the N flow maps with the shortest total length of the connecting lines as a visual flow map.

The document-based flow map generation system can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of various systems, and simplifies the use flow and the related labor cost of the medical health product development and management related standard program files.

The embodiment of the invention also provides a document-based flow map generating device which comprises a processor. A memory having stored therein executable instructions of a processor. Wherein the processor is configured to execute the steps of the document-based flow map generation method via execution of the executable instructions.

As described above, the document-based flow map generating device of the invention can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of various systems, and simplify the use flow and the related labor cost of the medical health product development and management related standard program files.

Those skilled in the art will appreciate that the various aspects of the invention may be implemented as a system, method, or program product. Accordingly, aspects of the invention may be embodied in the following forms, namely: an entirely hardware embodiment, an entirely software embodiment (including firmware, micro-code, etc.) or an embodiment combining hardware and software aspects may be referred to herein as a "circuit," module "or" platform.

Fig. 4 is a schematic structural view of the document-based flow map generating apparatus of the present invention. An electronic device 600 according to this embodiment of the invention is described below with reference to fig. 4. The electronic device 600 shown in fig. 4 is merely an example, and should not be construed as limiting the functionality and scope of use of embodiments of the present invention.

As shown in fig. 4, the electronic device 600 is embodied in the form of a general purpose computing device. Components of electronic device 600 may include, but are not limited to: at least one processing unit 610, at least one memory unit 620, a bus 630 connecting the different platform components (including memory unit 620 and processing unit 610), a display unit 640, etc.

Wherein the storage unit stores program code executable by the processing unit 610 such that the processing unit 610 performs the steps according to various exemplary embodiments of the present invention described in the above-described electronic prescription flow processing method section of the present specification. For example, the processing unit 610 may perform the steps as shown in fig. 1.

The storage unit 620 may include readable media in the form of volatile storage units, such as Random Access Memory (RAM) 6201 and/or cache memory unit 6202, and may further include Read Only Memory (ROM) 6203.

The storage unit 620 may also include a program/utility 6204 having a set (at least one) of program modules 6205, such program modules 6205 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each or some combination of which may include an implementation of a network environment.

Bus 630 may be a local bus representing one or more of several types of bus structures including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or using any of a variety of bus architectures.

The electronic device 600 may also communicate with one or more external devices 700 (e.g., keyboard, pointing device, bluetooth device, etc.), one or more devices that enable a user to interact with the electronic device 600, and/or any device (e.g., router, modem, etc.) that enables the electronic device 600 to communicate with one or more other computing devices. Such communication may occur through an input/output (I/O) interface 650. Also, electronic device 600 may communicate with one or more networks such as a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the Internet, through network adapter 660. The network adapter 660 may communicate with other modules of the electronic device 600 over the bus 630. It should be appreciated that although not shown, other hardware and/or software modules may be used in connection with electronic device 600, including, but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, data backup storage platforms, and the like.

The embodiment of the invention also provides a computer readable storage medium for storing a program, and the steps of the document-based flow map generation method are realized when the program is executed. In some possible embodiments, the aspects of the present invention may also be implemented in the form of a program product comprising program code for causing a terminal device to carry out the steps according to the various exemplary embodiments of the invention as described in the electronic prescription stream processing method section of this specification, when the program product is run on the terminal device.

As described above, when the program of the computer readable storage medium of this embodiment is executed, the medical health product development and management related specification program file compatible with each large system can be implemented, so as to generate the effect of the most detailed visual task map, and simplify the use flow and the related labor cost of the medical health product development and management related specification program file.

Fig. 5 is a schematic structural view of a computer-readable storage medium of the present invention. Referring to fig. 5, a program product 800 for implementing the above-described method according to an embodiment of the present invention is described, which may employ a portable compact disc read only memory (CD-ROM) and include program code, and may be run on a terminal device, such as a personal computer. However, the program product of the present invention is not limited thereto, and in this document, a readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.

The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. The readable storage medium can be, for example, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium would include the following: an electrical connection having one or more wires, a portable disk, a hard disk, random Access Memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

The computer readable storage medium may include a data signal propagated in baseband or as part of a carrier wave, with readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A readable storage medium may also be any readable medium that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a readable storage medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

Program code for carrying out operations of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C++ or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device, partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., connected via the Internet using an Internet service provider).

In summary, the document-based flow map generation method, system, equipment and storage medium can realize the effect of generating the most detailed visual task map by being compatible with the medical health product development and management related standard program files of all large systems, and simplify the use flow and the related labor cost of the medical health product development and management related standard program files.

The foregoing is a further detailed description of the invention in connection with the preferred embodiments, and it is not intended that the invention be limited to the specific embodiments described. It will be apparent to those skilled in the art that several simple deductions or substitutions may be made without departing from the spirit of the invention, and these should be considered to be within the scope of the invention.

Claims

1. The document-based flow map generation method is characterized by comprising the following steps:

providing at least one flow document;

obtaining a flow node set from all the flow chains; and

2. The document-based flow map generating method according to claim 1, wherein in said step of providing at least one flow document, the flow document is a standard job program document based on a medical health product development management related specification program file.

3. The document-based process map generation method according to claim 1, wherein the text-based process logic chain crawling model traverses the process document to obtain a plurality of process chains, each process chain including at least one input node, at least one output node, and logic tasks, comprising the steps of:

4. The document-based flow map generation method according to claim 3, wherein the text-based flow logic chain grabbing model traverses the flow document after word segmentation to obtain a plurality of flow sentences, each flow sentence comprising a first keyword related to a task input node, a second keyword related to a task output node, and a logic relationship sentence for performing a logic operation based on the first keyword and the second keyword;

5. The document-based process map generating method according to claim 1, wherein said obtaining a set of process nodes for all of said process chains comprises the steps of:

collecting all the input nodes and the output nodes of the process chain; and

6. The method for generating a document-based process map according to claim 1, wherein the nodes in the process node set are respectively distributed in a visual map, and a connection line connecting the process nodes is established according to the correspondence between each process chain and the input node and the output node, so as to generate a visual process map, comprising the following steps:

7. The method for generating a document-based process map according to claim 1, wherein the nodes in the process node set are respectively distributed in a visual map, and a connection line connecting the process nodes is established according to the correspondence between each process chain and the input node and the output node, so as to generate a visual process map, comprising the following steps:

randomly distributing nodes in the flow node set in a visual map respectively;

circularly performing the steps to obtain a plurality of flow maps; and

8. A document-based flow map generation system, the system comprising:

a flow document module providing at least one flow document;

9. A document-based flow map generating apparatus, comprising:

a processor;

a memory having stored therein executable instructions of the processor;

wherein the processor is configured to perform the steps of the document-based flow map generation method of any one of claims 1 to 7 via execution of the executable instructions.

10. A computer-readable storage medium storing a program, characterized in that the program when executed implements the steps of the document-based flow map generation method of any one of claims 1 to 7.