CN109886845A - Intelligent checks method, apparatus, computer equipment and the storage medium of contract - Google Patents
Intelligent checks method, apparatus, computer equipment and the storage medium of contract Download PDFInfo
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- CN109886845A CN109886845A CN201910015158.9A CN201910015158A CN109886845A CN 109886845 A CN109886845 A CN 109886845A CN 201910015158 A CN201910015158 A CN 201910015158A CN 109886845 A CN109886845 A CN 109886845A
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Abstract
The present invention proposes a kind of intelligent checks method of contract, which comprises a kind of intelligent checks method of contract, by importing contract text information；Judge whether the contract text information is qualified according to the evaluation rule database for advancing with the creation of history audit logging；When judging that the contract text information is unqualified, prompt information is exported.The present invention can precisely evaluate contract text information, and it can be provided in the function of line editor and modification, prompt information can also be exported in time for problematic risk clause, reduced working hour investment of the legal affairs personnel in contract audit, accelerated contract circulation efficiency.
Description
Technical field
The present invention relates to Internet technical fields more particularly to a kind of intelligent checks method, apparatus of contract, computer to set
Standby and storage medium.
Background technique
Currently, the audit of contract mostly or by artificial carries out, manual examination and verification step cannot be still completely disengaged at present, so
And the audit for only manually carrying out contract will undoubtedly waste many manpowers.In existing technology, for the intelligence in terms of contract
Audit technology is also in a technological gap, and from the point of view of current form, the intelligent checks technology of contract is badly in need of continuous complete
It is kind.
Contract audit at present be mostly it is online lower carry out, when audit, needs to read full text, will also be with the writer of contract
Linked up, the evaluation reference feature of some online contract audit systems is fixed, the later period with regulation, supervisory system change,
Precision gradually decreases.Therefore, it in existing technical solution, at least has the following deficiencies:
1, release maintenance need to manually be compared in review process, take a substantial amount of time and energy；
2, over time, precision gradually decreases；
3, there is no online editing function, modification is both needed to carry out under line, time-consuming more.
Summary of the invention
The present invention provide a kind of contract intelligent checks method and corresponding device, mainly realizing precisely to evaluate
Contract text, and can be provided in the function of line editor and modification, it can also be defeated in time for problematic risk clause
Prompt information out.
The computer equipment that the present invention also provides a kind of for executing the intelligent checks method of contract of the invention and readable
Storage medium.
To solve the above problems, the present invention uses the technical solution of following various aspects:
In a first aspect, the present invention provides a kind of intelligent checks method of contract, which comprises
Import contract text information；
Whether the contract text information is judged according to the evaluation rule database for advancing with the creation of history audit logging
It is qualified；
When judging that the contract text information is unqualified, prompt information is exported.
Specifically, further include:
When judging that the contract text information is unqualified, underproof risk clause is extracted, is believed according to the prompt
Breath shows the interface for correcting the risk clause.
Specifically, further include:
Obtain the history audit logging in preset time period, using the history audit logging of qualified contract text information as
Effective audit logging；
The evaluation rule database is constructed according to effective audit logging, wherein the evaluation rule database number
According to the matching for needing to meet comprising benchmark clause, contract edit specification information and pending clause and the benchmark clause in library
Degree.
Specifically, the evaluation rule database that the foundation advances with the creation of history audit logging judges the contract text
Whether this information is qualified, comprising:
Extract the pending clause in the contract text information；
The Feature Words in the pending clause are extracted, the pass in the benchmark clause in the evaluation rule database is extracted
Keyword；
The Feature Words are matched with the keyword, if the quantity of the Feature Words of successful match is more than default threshold
Value then judges that the pending clause is qualified；
When the matching result of all pending clauses in the contract text information is qualified, the contract text is judged
This information is qualified, otherwise, judges that the contract text information is unqualified.
Specifically, the evaluation rule database that the foundation advances with the creation of history audit logging judges the contract text
Whether this information is qualified, comprising:
Extract the pending clause in the contract text information；
Extract keyword all in the benchmark clause in the evaluation rule database；
Whether judge in the pending clause comprising all keywords；
If comprising judging that the pending clause is qualified；
Auditing result according to the pending clause judges whether the contract text information is qualified.
Preferably, described when judging that the contract text information is unqualified, export prompt information, comprising:
When judging that the pending clause in the contract text information is unqualified, the pending clause and institute are obtained
State the different information of benchmark clause；
The different information is carried in the prompt information and is exported；
When judging that the pending clause in the contract text information does not meet the contract edit specification information, obtain
Take contract edit specification information corresponding with current clause；
The contract edit specification information is carried in the prompt information and is exported.
Preferably, further includes:
According to the contract text information judged, whether qualified result adjusts the evaluation rule database.
Second aspect, the present invention provide a kind of intelligent checks device of contract, and described device includes:
Import modul, for importing contract text information；
Judgment module, for judging the contract according to the evaluation rule database for advancing with the creation of history audit logging
Whether text information is qualified；
Cue module, for exporting prompt information when judging that the contract text information is unqualified.
The third aspect, the present invention provide a kind of computer readable storage medium, which is characterized in that described computer-readable to deposit
It is stored with computer program on storage media, conjunction described in any one of first aspect is realized when which is executed by processor
With intelligent checks method the step of.
Fourth aspect, the present invention provide a kind of computer equipment, which is characterized in that described including memory and processor
Computer-readable instruction is stored in memory, when the computer-readable instruction is executed by the processor, so that the place
Device is managed to execute as described in any one of first aspect claim the step of the intelligent checks method of contract.
Compared with the existing technology, technical solution of the present invention at least has following advantage:
1, the present invention provides a kind of intelligent checks method of contract, by importing contract text information；Foundation advances with
The evaluation rule database of history audit logging creation judges whether the contract text information is qualified；When judging the contract
When text information is unqualified, prompt information is exported.The present invention can autonomous learning, continue to optimize the audit precision of contract；It is logical
Setting back-stage management function is crossed, corrects the benchmark clause in the evaluation rule database in time；Problematic wind can be directed to
Dangerous clause exports prompt information in time, reduces working hour investment of the legal affairs personnel in contract audit, accelerates contract circulation efficiency.
2, the history audit logging in the present invention available preset time period, the history of qualified contract text information
Audit logging is as effective audit logging；The evaluation rule database is constructed according to effective audit logging, wherein described
It evaluates in rule database database comprising benchmark clause, contract edit specification information and pending clause and the datum strip
Money needs the matching degree met.The present invention constructs institute's commentary by record manual review trace, according to the manual review trace
It examines and evaluates rule database described in rule database and real-time update, so that subsequent review result is more and more precisely reliable.Separately
On the one hand, the present invention can also whether qualified result adjusts the evaluation rule according to the contract text information judged
Database, further such that the benchmark clause increasingly benchmark in the evaluation rule database is reliable.
3, the present invention can extract with the unmatched risk clause of the evaluation rule database, according to the prompt information
Show the interface for correcting the risk clause.The present invention carries online editing function, defeated in time for problematic risk clause
Prompt information and online modification may be implemented out, the flexibility of lifting scheme.
4, the present invention can when judging that the pending clause in the contract text information is unqualified, obtain it is described to
Audit the different information of clause and the benchmark clause；The different information is carried in the prompt information and is exported；
When judging that the pending clause in the contract text information does not meet the contract edit specification information, obtain and current
The corresponding contract edit specification information of clause；The contract edit specification information is carried in the prompt information carry out it is defeated
Out.The present invention can export prompt information for the underproof clause of each and further show for correcting unqualified clause
Interface for users on-line amending, flexibility is high.
Detailed description of the invention
Fig. 1 is the intelligent checks method flow diagram of contract in one embodiment；
Fig. 2 is the intelligent checks apparatus structure block diagram of contract in one embodiment；
Fig. 3 is the internal structure block diagram of computer equipment in one embodiment.
The object of the invention is realized, the embodiments will be further described with reference to the accompanying drawings for functional characteristics and advantage.
Specific embodiment
In order to enable those skilled in the art to better understand the solution of the present invention, below in conjunction in the embodiment of the present invention
Attached drawing, technical scheme in the embodiment of the invention is clearly and completely described.
In some processes of the description in description and claims of this specification and above-mentioned attached drawing, contain according to
Multiple operations that particular order occurs, but it should be clearly understood that these operations can not be what appears in this article suitable according to its
Sequence is executed or is executed parallel, and the serial number of operation such as S11, S12 etc. be only used for distinguishing each different operation, serial number
It itself does not represent and any executes sequence.In addition, these processes may include more or fewer operations, and these operations can
To execute or execute parallel in order.It should be noted that the description such as " first " herein, " second ", is for distinguishing not
Same message, equipment, module etc., does not represent sequencing, does not also limit " first " and " second " and be different type.
It will appreciated by the skilled person that unless expressly stated, singular " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention
Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
It will appreciated by the skilled person that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here
To explain.
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description in which the same or similar labels are throughly indicated same or similar element or has same or like function
Element.Obviously, described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Based on this
Embodiment in invention, those skilled in the art's every other implementation obtained without creative efforts
Example, shall fall within the protection scope of the present invention.
Referring to Fig. 1, the embodiment of the present invention provides a kind of intelligent checks method of contract, as shown in Figure 1, the method packet
Include following steps:
S11, contract text information is imported.
In the embodiment of the present invention, the good contract text information of pre-edit can be imported contract audit system by user, or
Person, user carry out the editor of contract terms in the editing interface of contract audit system, and it is real to be submitted to contract audit system after editor
Now import the contract text information.Wherein, in the contract text information including at least the title of contract, contract it is pending
The information such as clause and date.
In the embodiment of the present invention, evaluation rule database is constructed in advance.Specifically, the available preset time of the present invention
History audit logging in section, using the history audit logging of qualified contract text information as effective audit logging；According to institute
It states effective audit logging and constructs the evaluation rule database, wherein include benchmark in the evaluation rule database database
The matching degree that clause, contract edit specification information and pending clause and the benchmark clause need to meet.
The present invention is constructed by way of autonomous learning and updates the evaluation rule database.For example, contract audit system
System acquires the evaluation trace of auditor in the process of running, and by analyzing the evaluation trace, classification obtains different conjunctions
Same standard clause content is stored in the evaluation rule database.
In a kind of possible design, needs to construct the evaluation rule database at system building initial stage, can specifically adopt
The mode of record manual review trace is taken to collect the benchmark clause.Specifically, during artificial online audit, manually
The content for auditing each clause of contract text information one by one, it is compared with benchmark clause, for not having in controversial
Hold, submission can be clicked and be stored in the evaluation rule database.It, can also be according to history audit logging in alternatively possible design
Construct the evaluation rule database.
In the embodiment of the present invention, the benchmark clause can be in short or one section is talked about.Such as the definition of confidential information this
The benchmark clause of a clause are as follows:
Confidential information refers to all information, data or skill not known to the public, and that economic benefit can be brought for its owner
Art, the including but not limited to software related with research, exploitation, production, product, service, client, market of provider, program, hair
Bright, technique, design, drawing, proprietary technology, engineering, process, mode, hardware configuration information, client's list, contract, price, at
Sheet, research report, prediction and estimation, report, commercial plan, business secret, business model, company's resolution etc. are any or all of
Business information, financial information, technical data, the means of production and meeting material and file；Confidential information had both included written identification
It for secrecy or proprietary, and is given including oral, immediately by the written secrecy or proprietary be confirmed as.
S12, the contract text information is judged according to the evaluation rule database for advancing with the creation of history audit logging
It is whether qualified.
In the embodiment of the present invention, judge that the whether qualified preferably following scheme of the contract text information is realized:
Pending clause in one, the extraction contract text information；The Feature Words in the pending clause are extracted,
Extract the keyword in the benchmark clause in the evaluation rule database；By the Feature Words and keyword progress
Match, if the quantity of the Feature Words of successful match is more than preset threshold, judges that the pending clause is qualified；When the contract text
When the matching result of all pending clauses in this information is qualified, judge that the contract text information is qualified, otherwise, judgement
The contract text information is unqualified.
Secondly, extract pending clause in the contract text information；Extract the base in the evaluation rule database
All keywords in floating screed money；Whether judge in the pending clause comprising all keywords；If comprising sentencing
The pending clause that breaks is qualified；Auditing result according to the pending clause judges whether the contract text information closes
Lattice.
In a kind of possible design, when carrying out the Feature Words and the Keywords matching, following scheme is specifically used:
The pending clause is segmented with syntax-semantic parsing；It is extracted from the pending clause after participle special
Levy word；The Feature Words of extraction are classified and shown.
Specifically, the present invention extracts Feature Words to the pending clause using semantic processes mode.With certainly
Right language processing techniques, the text information that will acquire are refined into Feature Words.
Specific steps include:
1. use syntax-semantic parsing, segmented, part of speech label, name Entity recognition, semantic role identification etc..
2. information extraction is carried out, by the important letter such as clause project, provision content, confidential information, number, the amount of money from text
Breath extracts.
3. text data digging, including text cluster, classification, information extraction, abstract etc..
Further, the present invention visualizes after extracting the Feature Words, can show institute in table form
State Feature Words.
Further, the keyword for extracting clause corresponding with the contract terms in benchmark clause library, by the Feature Words
It is matched with the keyword, when the quantity of the Feature Words of successful match is greater than preset threshold, then judges that current clause closes
Otherwise lattice judge that current clause is unqualified.It has been stored in advance in another embodiment, in benchmark clause library several
Benchmark clause and corresponding keyword, directly acquired when being matched keyword in benchmark clause library and it is described to
The Feature Words of audit clause are matched.
For example, including the clause of indispensable clause confidential information in the contract text information, then the indispensable clause is extracted
Feature Words in the clause of confidential information.Further, the key of the clause of the confidentiality agreement in benchmark clause library is extracted
Word, the keyword include at least: confidential information, intellectual property, patent, know-how, data, technical information, technical data,
Algorithm, model, source code.The Feature Words are matched with the keyword, when the quantity of the Feature Words of successful match is big
When 5, then the current indispensable clause confidential information clause of judgement is qualified, otherwise, judges that its is unqualified.
In another embodiment, TF-IDF algorithm can be used, find out in the pending clause respectively Feature Words and
Keyword in the benchmark clause；Several Feature Words taken out in the pending clause merge a set A, take out institute
The keyword (such as 20) for stating identical quantity in benchmark clause, is merged into a set B；Calculate the Feature Words in set A
Word frequency A1 calculates the word frequency B1 of keyword in set B；Generate the word frequency vector A2 and benchmark clause of the pending clause
Word frequency vector B2；Calculate the cosine similarity of two vectors, the value of cosine similarity the big, indicate the Feature Words with it is described
The matching degree of keyword is higher.
S13, when judging that the contract text information is unqualified, export prompt information.
In the embodiment of the present invention, when judging that the pending clause in the contract text information is unqualified, institute is obtained
State the different information of pending clause Yu the benchmark clause；The different information is carried in the prompt information carry out it is defeated
Out；When judging that the pending clause in the contract text information does not meet the contract edit specification information, obtain with
The corresponding contract edit specification information of current clause；The contract edit specification information is carried in the prompt information and is carried out
Output.The different information of pending clause and the benchmark clause is carried in the prompt information and exports by the present invention,
The amendment for carrying out contract text information according to the different information convenient for user, promotes user experience.
In the embodiment of the present invention, the output prompt information can specifically be exported by following several forms:
One extracts the underproof risk clause in the contract text information and is labeled；
Secondly, the underproof risk clause is generated into a audit report and is exported；
Thirdly, the underproof risk clause is showed in user interface in the form of a popup window；
Four, obtain the different information of the risk clause and the benchmark clause, generate include the risk clause with
And prompt information and the output of corresponding difference letter.
For example, this clause of the definition of the confidential information of regulation confidentiality agreement contract is lower in benchmark clause library is included
Keyword include at least intellectual property, technology, patent, source code, document, drawing, customer data, plan etc. these be crucial
Word, when the Feature Words in the contract text information for detecting importing are unsatisfactory for default threshold with the successful number of the Keywords matching
It when value, then prompts the clause unqualified, and the clause is labeled so that subsequent user carries out online modification.
In the embodiment of the present invention, corresponding suggestion clause can also be set for different clauses.Detecting the conjunction
Corresponding suggestion clause is exported when not meeting contract edit specification information with text information, for example, when the input for detecting user
Amount of money over range or sensitive information it is wrong etc. can corresponding output suggestion clause, so that user knows editor's rule of clause
The information such as model.
In the embodiment of the present invention, it is underproof risk clause for auditing result, can be provided in line modification function.Tool
Body, when judging that the pending clause in the contract text information is unqualified, extract underproof risk clause, foundation
The prompt information shows the interface for correcting the risk clause.
In a kind of possible design, when detecting that pending clause is unqualified, user's pending clause is prompted to exist
Modified accurate clause after modification, is stored in the evaluation automatically by risk and the modification interface for showing the pending clause
In rule database.
In the embodiment of the present invention, result adjustment institute can also whether qualified according to the contract text information judged
Rule database is examined in commentary.For example, when detect in the evaluation rule database be not present in the contract text information
Pending clause matched clause when, the prompt information that current pending clause is not present is exported, to prompt auditor to add
Add new benchmark clause to update the evaluation rule database, so that subsequent review result is more and more accurate.
Referring to FIG. 2, in another embodiment, the present invention provides a kind of intelligent checks devices of contract, comprising:
Import modul 11, for importing contract text information.
In the embodiment of the present invention, the good contract text information of pre-edit can be imported contract audit system by user, or
Person, user carry out the editor of contract terms in the editing interface of contract audit system, and it is real to be submitted to contract audit system after editor
Now import the contract text information.Wherein, in the contract text information including at least the title of contract, contract it is pending
The information such as clause and date.
In the embodiment of the present invention, evaluation rule database is constructed in advance.Specifically, the available preset time of the present invention
History audit logging in section, using the history audit logging of qualified contract text information as effective audit logging；According to institute
It states effective audit logging and constructs the evaluation rule database, wherein include benchmark in the evaluation rule database database
The matching degree that clause, contract edit specification information and pending clause and the benchmark clause need to meet.
The present invention is constructed by way of autonomous learning and updates the evaluation rule database.For example, contract audit system
System acquires the evaluation trace of auditor in the process of running, and by analyzing the evaluation trace, classification obtains different conjunctions
Same standard clause content is stored in the evaluation rule database.
In a kind of possible design, needs to construct the evaluation rule database at system building initial stage, can specifically adopt
The mode of record manual review trace is taken to collect the benchmark clause.Specifically, during artificial online audit, manually
The content for auditing each clause of contract text information one by one, it is compared with benchmark clause, for not having in controversial
Hold, submission can be clicked and be stored in the evaluation rule database.It, can also be according to history audit logging in alternatively possible design
Construct the evaluation rule database.
In the embodiment of the present invention, the benchmark clause can be in short or one section is talked about.Such as the definition of confidential information this
The benchmark clause of a clause are as follows:
Confidential information refers to all information, data or skill not known to the public, and that economic benefit can be brought for its owner
Art, the including but not limited to software related with research, exploitation, production, product, service, client, market of provider, program, hair
Bright, technique, design, drawing, proprietary technology, engineering, process, mode, hardware configuration information, client's list, contract, price, at
Sheet, research report, prediction and estimation, report, commercial plan, business secret, business model, company's resolution etc. are any or all of
Business information, financial information, technical data, the means of production and meeting material and file；Confidential information had both included written identification
It for secrecy or proprietary, and is given including oral, immediately by the written secrecy or proprietary be confirmed as.
Judgment module 12, for judging the conjunction according to the evaluation rule database for advancing with the creation of history audit logging
It is whether qualified with text information.
In the embodiment of the present invention, judge that the whether qualified preferably following scheme of the contract text information is realized:
Pending clause in one, the extraction contract text information；The Feature Words in the pending clause are extracted,
Extract the keyword in the benchmark clause in the evaluation rule database；By the Feature Words and keyword progress
Match, if the quantity of the Feature Words of successful match is more than preset threshold, judges that the pending clause is qualified；When the contract text
When the matching result of all pending clauses in this information is qualified, judge that the contract text information is qualified, otherwise, judgement
The contract text information is unqualified.
Secondly, extract pending clause in the contract text information；Extract the base in the evaluation rule database
All keywords in floating screed money；Whether judge in the pending clause comprising all keywords；If comprising sentencing
The pending clause that breaks is qualified；Auditing result according to the pending clause judges whether the contract text information closes
Lattice.
In a kind of possible design, when carrying out the Feature Words and the Keywords matching, following scheme is specifically used:
The pending clause is segmented with syntax-semantic parsing；It is extracted from the pending clause after participle special
Levy word；The Feature Words of extraction are classified and shown.
Specifically, the present invention extracts Feature Words to the pending clause using semantic processes mode.With certainly
Right language processing techniques, the text information that will acquire are refined into Feature Words.
Specific steps include:
1. use syntax-semantic parsing, segmented, part of speech label, name Entity recognition, semantic role identification etc..
2. information extraction is carried out, by the important letter such as clause project, provision content, confidential information, number, the amount of money from text
Breath extracts.
3. text data digging, including text cluster, classification, information extraction, abstract etc..
Further, the present invention visualizes after extracting the Feature Words, can show institute in table form
State Feature Words.
Further, the keyword for extracting clause corresponding with the contract terms in benchmark clause library, by the Feature Words
It is matched with the keyword, when the quantity of the Feature Words of successful match is greater than preset threshold, then judges that current clause closes
Otherwise lattice judge that current clause is unqualified.It has been stored in advance in another embodiment, in benchmark clause library several
Benchmark clause and corresponding keyword, directly acquired when being matched keyword in benchmark clause library and it is described to
The Feature Words of audit clause are matched.
For example, including the clause of indispensable clause confidential information in the contract text information, then the indispensable clause is extracted
Feature Words in the clause of confidential information.Further, the key of the clause of the confidentiality agreement in benchmark clause library is extracted
Word, the keyword include at least: confidential information, intellectual property, patent, know-how, data, technical information, technical data,
Algorithm, model, source code.The Feature Words are matched with the keyword, when the quantity of the Feature Words of successful match is big
When 5, then the current indispensable clause confidential information clause of judgement is qualified, otherwise, judges that its is unqualified.
In another embodiment, TF-IDF algorithm can be used, find out in the pending clause respectively Feature Words and
Keyword in the benchmark clause；Several Feature Words taken out in the pending clause merge a set A, take out institute
The keyword (such as 20) for stating identical quantity in benchmark clause, is merged into a set B；Calculate the Feature Words in set A
Word frequency A1 calculates the word frequency B1 of keyword in set B；Generate the word frequency vector A2 and benchmark clause of the pending clause
Word frequency vector B2；Calculate the cosine similarity of two vectors, the value of cosine similarity the big, indicate the Feature Words with it is described
The matching degree of keyword is higher.
Cue module 13, for exporting prompt information when judging that the contract text information is unqualified.
In the embodiment of the present invention, when judging that the pending clause in the contract text information is unqualified, institute is obtained
State the different information of pending clause Yu the benchmark clause；The different information is carried in the prompt information carry out it is defeated
Out；When judging that the pending clause in the contract text information does not meet the contract edit specification information, obtain with
The corresponding contract edit specification information of current clause；The contract edit specification information is carried in the prompt information and is carried out
Output.The different information of pending clause and the benchmark clause is carried in the prompt information and exports by the present invention,
The amendment for carrying out contract text information according to the different information convenient for user, promotes user experience.
In the embodiment of the present invention, the output prompt information can specifically be exported by following several forms:
One extracts the underproof risk clause in the contract text information and is labeled；
Secondly, the underproof risk clause is generated into a audit report and is exported；
Thirdly, the underproof risk clause is showed in user interface in the form of a popup window；
Four, obtain the different information of the risk clause and the benchmark clause, generate include the risk clause with
And prompt information and the output of corresponding difference letter.
For example, this clause of the definition of the confidential information of regulation confidentiality agreement contract is lower in benchmark clause library is included
Keyword include at least intellectual property, technology, patent, source code, document, drawing, customer data, plan etc. these be crucial
Word, when the Feature Words in the contract text information for detecting importing are unsatisfactory for default threshold with the successful number of the Keywords matching
It when value, then prompts the clause unqualified, and the clause is labeled so that subsequent user carries out online modification.
In the embodiment of the present invention, corresponding suggestion clause can also be set for different clauses.Detecting the conjunction
Corresponding suggestion clause is exported when not meeting contract edit specification information with text information, for example, when the input for detecting user
Amount of money over range or sensitive information it is wrong etc. can corresponding output suggestion clause, so that user knows editor's rule of clause
The information such as model.
In the embodiment of the present invention, it is underproof risk clause for auditing result, can be provided in line modification function.Tool
Body, when judging that the pending clause in the contract text information is unqualified, extract underproof risk clause, foundation
The prompt information shows the interface for correcting the risk clause.
In a kind of possible design, when detecting that pending clause is unqualified, user's pending clause is prompted to exist
Modified accurate clause after modification, is stored in the evaluation automatically by risk and the modification interface for showing the pending clause
In rule database.
In the embodiment of the present invention, result adjustment institute can also whether qualified according to the contract text information judged
Rule database is examined in commentary.For example, when detect in the evaluation rule database be not present in the contract text information
Pending clause matched clause when, the prompt information that current pending clause is not present is exported, to prompt auditor to add
Add new benchmark clause to update the evaluation rule database, so that subsequent review result is more and more accurate.
In another embodiment, the embodiment of the present invention provides a kind of computer readable storage medium, and the computer can
It reads to be stored with computer program on storage medium, contract described in any one technical solution is realized when which is executed by processor
Intelligent checks method.Wherein, the computer readable storage medium include but is not limited to any kind of disk (including floppy disk,
Hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only Memory, read-only memory), RAM (Random AcceSS
Memory, immediately memory), EPROM (EraSable Programmable Read-Only Memory, erasable programmable
Read-only memory), EEPROM (Electrically EraSable Programmable Read-Only Memory, electrically erasable
Programmable read only memory), flash memory, magnetic card or light card.It is, storage equipment includes by equipment (for example, calculating
Machine, mobile phone) with any medium for the form storage or transmission information that can be read, it can be read-only memory, disk or CD etc..
A kind of computer readable storage medium provided in an embodiment of the present invention is, it can be achieved that import contract text information；Foundation
The evaluation rule database for advancing with the creation of history audit logging judges whether the contract text information is qualified；When judging
When the contract text information is unqualified, prompt information is exported.The present invention can autonomous learning, continue to optimize contract audit essence
Accuracy；By the way that back-stage management function is arranged, the benchmark clause in the evaluation rule database is corrected in time；It can be directed to and ask
The risk clause of topic exports prompt information in time and carries the different information of the contract text information and the benchmark clause
In the prompt information, the amendment of risk contract can be carried out according to the different information convenient for subsequent user, promotes user
Experience.
In addition, the present invention provides a kind of computer equipments, as shown in figure 3, the computer in another embodiment
Equipment includes the devices such as processor 303, memory 305, input unit 307 and display unit 309.Those skilled in the art can
To understand, the structure devices shown in Fig. 3 do not constitute the restriction to all computer equipments, may include more or more than illustrating
Few component, or the certain components of combination.Memory 305 can be used for storing application program 301 and each functional module, processor
303 operations are stored in the application program 301 of memory 305, thereby executing the various function application and data processing of equipment.It deposits
Reservoir 305 can be built-in storage or external memory, or including both built-in storage and external memory.Built-in storage can wrap
Include read-only memory (ROM), programming ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM
(EEPROM), flash memory or random access memory.External memory may include hard disk, floppy disk, ZIP disk, USB flash disk, tape
Deng.Memory disclosed in this invention includes but is not limited to the memory of these types.Memory 305 disclosed in this invention
As an example rather than as restriction.
Input unit 307 is used to receive the input of signal, and receives the keyword of user's input.Input unit 307 can
Including touch panel and other input equipments.Touch panel collects the touch operation of user on it or nearby and (for example uses
Family uses the operations of any suitable object or attachment on touch panel or near touch panel such as finger, stylus), and root
According to the corresponding attachment device of preset driven by program；Other input equipments can include but is not limited to physical keyboard, function
One of key (such as broadcasting control button, switch key etc.), trace ball, mouse, operating stick etc. are a variety of.Display unit
309 can be used for showing the information of user's input or be supplied to the information of user and the various menus of computer equipment.Display is single
The forms such as liquid crystal display, Organic Light Emitting Diode can be used in member 309.Processor 303 is the control centre of computer equipment, benefit
With the various pieces of various interfaces and the entire computer of connection, by running or executing the software being stored in memory 303
Program and/or module, and the data being stored in memory are called, perform various functions and handle data.Shown in Fig. 3
One or more processors 303 are able to carry out, realize acquisition module 11, insertion module 12 and Fusion Module shown in Fig. 2
13 function.
In one embodiment, the computer equipment includes memory 305 and processor 303, the memory 305
In be stored with computer-readable instruction, when the computer-readable instruction is executed by the processor, so that the processor 303
The step of executing a kind of intelligent checks method of contract described in above embodiments.
A kind of computer equipment provided in an embodiment of the present invention is, it can be achieved that import contract text information；Foundation advances with
The evaluation rule database of history audit logging creation judges whether the contract text information is qualified；When judging the contract
When text information is unqualified, prompt information is exported.The present invention can autonomous learning, continue to optimize the audit precision of contract；It is logical
Setting back-stage management function is crossed, corrects the benchmark clause in the evaluation rule database in time；Problematic wind can be directed to
Dangerous clause exports prompt information in time and is carried on the different information of the contract text information and the benchmark clause described
In prompt information, the amendment of risk contract can be carried out according to the different information convenient for subsequent user, promotes user experience.
The intelligent checks method of said contract may be implemented in computer readable storage medium provided in an embodiment of the present invention
Embodiment, concrete function realize the explanation referred in embodiment of the method, and details are not described herein.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, which can be stored in a computer-readable storage and be situated between
In matter, the program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, storage medium above-mentioned can be
The non-volatile memory mediums such as magnetic disk, CD, read-only memory (Read-Only Memory, ROM) or random storage note
Recall body (Random Access Memory, RAM) etc..
Each technical characteristic of embodiment described above can be combined arbitrarily, for simplicity of description, not to above-mentioned reality
It applies all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, all should be considered as described in this specification.
The embodiments described above only express several embodiments of the present invention, and the description thereof is more specific and detailed, but simultaneously
Limitations on the scope of the patent of the present invention therefore cannot be interpreted as.It should be pointed out that for those of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention
Protect range.Therefore, the scope of protection of the patent of the invention shall be subject to the appended claims.
Claims (10)
1. a kind of intelligent checks method of contract, which is characterized in that the described method includes:
Import contract text information；
Judge whether the contract text information is qualified according to the evaluation rule database for advancing with the creation of history audit logging；
When judging that the contract text information is unqualified, prompt information is exported.
2. the intelligent checks method of contract according to claim 1, which is characterized in that further include:
When judging that the contract text information is unqualified, underproof risk clause is extracted, according to the prompt information exhibition
Show the interface for correcting the risk clause.
3. the intelligent checks method of contract according to claim 1, which is characterized in that further include:
The history audit logging in preset time period is obtained, using the history audit logging of qualified contract text information as effectively
Audit logging；
The evaluation rule database is constructed according to effective audit logging, wherein the evaluation rule database database
In the matching degree that needs to meet comprising benchmark clause, contract edit specification information and pending clause and the benchmark clause.
4. the intelligent checks method of contract according to claim 3, which is characterized in that the foundation advances with history and examines
The evaluation rule database of core record creation judges whether the contract text information is qualified, comprising:
Extract the pending clause in the contract text information；
The Feature Words in the pending clause are extracted, the key in the benchmark clause in the evaluation rule database is extracted
Word；
The Feature Words are matched with the keyword, if the quantity of the Feature Words of successful match is more than preset threshold,
Judge that the pending clause is qualified；
When the matching result of all pending clauses in the contract text information is qualified, the contract text letter is judged
Breath is qualified, otherwise, judges that the contract text information is unqualified.
5. the intelligent checks method of contract according to claim 3, which is characterized in that the foundation advances with history and examines
The evaluation rule database of core record creation judges whether the contract text information is qualified, comprising:
Extract the pending clause in the contract text information；
Extract keyword all in the benchmark clause in the evaluation rule database；
Whether judge in the pending clause comprising all keywords；
If comprising judging that the pending clause is qualified；
Auditing result according to the pending clause judges whether the contract text information is qualified.
6. the intelligent checks method of contract according to claim 3, which is characterized in that described to judge the contract text
When this information is unqualified, prompt information is exported, comprising:
When judging that the pending clause in the contract text information is unqualified, the pending clause and the base are obtained
The different information of floating screed money；
The different information is carried in the prompt information and is exported；
When judging that the pending clause in the contract text information does not meet the contract edit specification information, obtain with
The corresponding contract edit specification information of current clause；
The contract edit specification information is carried in the prompt information and is exported.
7. the intelligent checks method of contract according to claim 1, which is characterized in that further include:
According to the contract text information judged, whether qualified result adjusts the evaluation rule database.
8. a kind of intelligent checks device of contract, which is characterized in that described device includes:
Import modul, for importing contract text information；
Judgment module, for judging the contract text according to the evaluation rule database for advancing with the creation of history audit logging
Whether information is qualified；
Cue module, for exporting prompt information when judging that the contract text information is unqualified.
9. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program, the computer program realize the intelligent checks method of contract described in any one of claims 1 to 7 when being executed by processor
The step of.
10. a kind of computer equipment, which is characterized in that including memory and processor, be stored with computer in the memory
Readable instruction, when the computer-readable instruction is executed by the processor so that the processor execute as claim 1 to
The step of intelligent checks method of contract described in any one of 7 claims.
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| CN201910015158.9A CN109886845A (en) | 2019-01-08 | 2019-01-08 | Intelligent checks method, apparatus, computer equipment and the storage medium of contract |
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| CN201910015158.9A CN109886845A (en) | 2019-01-08 | 2019-01-08 | Intelligent checks method, apparatus, computer equipment and the storage medium of contract |
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| CN110502632A (en) * | 2019-07-19 | 2019-11-26 | 平安科技（深圳）有限公司 | Contract terms reviewing method, device, computer equipment and storage medium based on clustering algorithm |
| CN110533322A (en) * | 2019-08-29 | 2019-12-03 | 欧冶国际电商有限公司 | International trade contract method for prewarning risk, device and storage medium |
| CN110689326A (en) * | 2019-09-30 | 2020-01-14 | 重庆浪尖至简物联网科技有限公司 | Supplier information auditing and recommending method |
| CN112132550A (en) * | 2020-09-29 | 2020-12-25 | 北京金山云网络技术有限公司 | Data synchronization method and device |
| CN112199936A (en) * | 2020-11-12 | 2021-01-08 | 深圳供电局有限公司 | Intelligent analysis method and storage medium for repeated declaration of scientific research projects |
| CN113283766A (en) * | 2021-05-31 | 2021-08-20 | 平安国际智慧城市科技股份有限公司 | Contract management method and device, electronic equipment and storage medium |
| CN113312902A (en) * | 2021-06-23 | 2021-08-27 | 北京鼎泰智源科技有限公司 | Intelligent auditing and checking method and device for same text |
| CN113722421A (en) * | 2020-05-25 | 2021-11-30 | 中移(苏州)软件技术有限公司 | Contract auditing method and system and computer readable storage medium |
| CN115619068A (en) * | 2022-10-20 | 2023-01-17 | 北京晨跃科技有限公司 | Intelligent insurance scheme generation method and device, electronic equipment and storage medium |
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| CN110502632A (en) * | 2019-07-19 | 2019-11-26 | 平安科技（深圳）有限公司 | Contract terms reviewing method, device, computer equipment and storage medium based on clustering algorithm |
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| CN113312902A (en) * | 2021-06-23 | 2021-08-27 | 北京鼎泰智源科技有限公司 | Intelligent auditing and checking method and device for same text |
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