CN113296613A - Customs clearance information processing method and device and electronic equipment - Google Patents

Customs clearance information processing method and device and electronic equipment Download PDF

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Publication number
CN113296613A
CN113296613A CN202110278511.XA CN202110278511A CN113296613A CN 113296613 A CN113296613 A CN 113296613A CN 202110278511 A CN202110278511 A CN 202110278511A CN 113296613 A CN113296613 A CN 113296613A
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China
Prior art keywords
information
customs
material file
named entity
customs clearance
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CN202110278511.XA
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Chinese (zh)
Inventor
李清刚
蒋磊
赵方州
郑婷婷
王楚精
周明波
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Alibaba Singapore Holdings Pte Ltd
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Alibaba Singapore Holdings Pte Ltd
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Priority to CN202110278511.XA priority Critical patent/CN113296613A/en
Publication of CN113296613A publication Critical patent/CN113296613A/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295—Named entity recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/02—Input arrangements using manually operated switches, e.g. using keyboards or dials
    • G06F3/023—Arrangements for converting discrete items of information into a coded form, e.g. arrangements for interpreting keyboard generated codes as alphanumeric codes, operand codes or instruction codes
    • G06F3/0233—Character input methods
    • G06F3/0237—Character input methods using prediction or retrieval techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/083—Shipping
    • G06Q10/0831—Overseas transactions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services

Abstract

The embodiment of the application discloses a customs clearance information processing method, a customs clearance information processing device and electronic equipment, wherein the method comprises the following steps: determining a customs declaration material file related to a customs declaration form to be generated; identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content; and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance. Through the embodiment of the application, the generation efficiency of the customs declaration form can be improved, and meanwhile, the occurrence probability of input errors and other conditions caused by a manual input process is reduced.

Description

Customs clearance information processing method and device and electronic equipment
Technical Field
The present application relates to the field of cross-border supply chain system technologies, and in particular, to a customs clearance information processing method and apparatus, and an electronic device.
Background
The cross-border merchandise object information system may provide a "buy and sell globally" service for users, i.e., both buyers and sellers may come from multiple different countries. Under the scene, after the buyer and the seller complete the transaction on line, the goods can be delivered to the delivery address designated by the buyer user through a series of complicated links such as customs, tax, cross-border logistics and the like in the subsequent fulfillment link.
In the customs section, before the goods are exported, the seller user needs to entrust a professional or proxy customs enterprise (which may be called as "customs bank" or customs company, etc.) to transact declaration procedures to the export coast customs. In a conventional manner, a customs declaration bank with customs declaration qualification needs to record in advance in a customs system, and the customs system can provide information such as a related account number for the customs system. Thus, after receiving the customs clearance entrustment of the client, the customs clearance bank can log in the customs system by using the account information and fill in the customs clearance form so as to perform processing such as input of data required by specific customs clearance or submission of materials such as attachments and the like. And then, the customs system performs internal inspection and processing, and completes customs declaration work under the condition of no error in inspection.
In order to facilitate the performance process of the cross-border trade, some systems may also provide cross-border supply chain services for the user, including the services of the customs section and the services of the cross-border logistics section. After the cross-border supply chain system appears, the customs declaration can be admitted to the specific supply chain system, so that the customs declaration becomes a user of the cross-border supply chain system. Thus, after the customs clearance receives the entrusts of the specific clients, the customs clearance can be filled in through the supply chain system, and then the supply chain system can submit the specific customs clearance information to the customs system. In the process, the customs declaration can utilize the related services provided by the supply chain system, so that the aims of improving the efficiency, simplifying the data management and the like are fulfilled.
However, existing supply chain systems have further room for improvement in helping users improve efficiency. For example, the number of fields involved in the customs clearance is often very large, and the filling of the customs clearance is a serious process, so that a great deal of work is usually involved, which needs manual input by the customs clearance staff, and the occupation of the manpower resources of the customs clearance is caused. In addition, the manual input process may also be prone to errors, which may cause failure in customs declaration and the like, and may even delay delivery timeliness of cross-border orders, which may affect user experience of both buyers and sellers.
Therefore, how to further improve the work efficiency in the customs declaration generation process becomes a technical problem to be solved by those skilled in the art.
Disclosure of Invention
The application provides a customs clearance information processing method, a customs clearance information processing device and electronic equipment, which can improve the generation efficiency of a customs clearance list and reduce the occurrence probability of situations such as input errors caused by a manual input process.
The application provides the following scheme:
a customs clearance information processing method comprises the following steps:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance.
A customs clearance information processing method comprises the following steps:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity pair included in the customs clearance material file, wherein two named entities in the named entity pair correspond to the name and content information of the same field, and the named entities comprise: continuous character segments in the text information content;
automatically matching the named entity representing the field content to the corresponding field in the customs clearance according to the corresponding relation information between the name of the same field and the content information;
and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field which is not successfully matched automatically in the customs clearance.
A method of generating a customs clearance, comprising:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
providing recommendation information about information to be input in a target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance sheet;
and generating the customs declaration according to the input information in the target field.
A method for processing information to be declared comprises the following steps:
determining a declaration material file related to information to be declared to be generated;
identifying the text information content of the declaration material file, and determining at least one named entity included in the declaration material file, wherein the named entity comprises: continuous character segments in the text information content;
and providing recommendation information about the information to be input in the target field according to the named entity identified from the declaration material file in the process of carrying out information input operation on the target field in the information to be declared.
A customs clearance information processing apparatus comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity included in the customs clearance material file, where the named entity includes: continuous character segments in the text information content;
and the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field in the customs clearance.
A customs clearance information processing apparatus comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity pair recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity pair included in the customs clearance material file, where two named entities in the named entity pair correspond to names and content information of the same field, and the named entities include: continuous character segments in the text information content;
the matching unit is used for automatically matching the named entity representing the field content to the corresponding field in the customs declaration according to the corresponding relation information between the name and the content information of the same field;
and the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field which is not successfully matched automatically in the customs clearance.
An apparatus for generating a customs declaration, comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity included in the customs clearance material file, where the named entity includes: continuous character segments in the text information content;
the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field in the customs clearance;
and the customs declaration generating unit is used for generating the customs declaration according to the input information in the target field.
An information processing apparatus to be declared, comprising:
the system comprises a reporting material file determining unit, a reporting information generating unit and a reporting information generating unit, wherein the reporting material file determining unit is used for determining a reporting material file related to information to be reported to be generated;
a named entity recognition unit, configured to recognize text information content of the declaration material file, and determine at least one named entity included in the text information content, where the named entity includes: continuous character segments in the text information content;
and the recommendation information providing unit is used for providing recommendation information of information to be input in the target field according to the named entity identified from the declaration material file in the process of carrying out information entry operation on the target field in the information to be declared.
According to the specific embodiments provided herein, the present application discloses the following technical effects:
according to the method and the device, the customs clearance material file related to the customs clearance to be generated can be determined, the text information content of the customs clearance material file is identified, and the plurality of named entities included in the customs clearance material file are determined, so that in the process of receiving information entry operation aiming at the target field in the customs clearance, recommendation information about information to be input in the target field can be provided according to the named entities identified from the customs clearance material file. In this way, since the customs clearance material file is used as a filling basis of the customs clearance, and the information contained in the customs clearance is closely related to the current customs clearance, the contents to be input in the specific field in the customs clearance filling process are recommended according to the specific recognition result of the named entity of the customs clearance material file, so that higher recommendation accuracy can be obtained, and the input person can directly select the contents to be input from the recommendation information, so that the generation efficiency of the customs clearance can be improved, and the occurrence probability of input errors and other conditions caused by the manual input process can be reduced.
Of course, it is not necessary for any product to achieve all of the above-described advantages at the same time for the practice of the present application.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a schematic diagram of a system architecture provided by an embodiment of the present application;
FIG. 2 is a flow chart of a first method provided by an embodiment of the present application;
FIG. 3 is a schematic illustration of an interface provided by an embodiment of the present application;
FIG. 4 is a flow chart of a second method provided by embodiments of the present application;
FIG. 5 is a flow chart of a third method provided by embodiments of the present application;
FIG. 6 is a flow chart of a fourth method provided by embodiments of the present application;
FIG. 7 is a schematic diagram of a first apparatus provided by an embodiment of the present application;
FIG. 8 is a schematic diagram of a second apparatus provided by an embodiment of the present application;
FIG. 9 is a schematic diagram of a third apparatus provided by an embodiment of the present application;
FIG. 10 is a schematic diagram of a fourth apparatus provided by an embodiment of the present application;
fig. 11 is a schematic diagram of an electronic device provided in an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments that can be derived from the embodiments given herein by a person of ordinary skill in the art are intended to be within the scope of the present disclosure.
It should be noted that, in the customs section, the cross-border supply chain system provided in the embodiment of the present application mainly includes entities with customs qualification, such as customs clearance. In practice, a specific export enterprise (or by a forwarder or the like) commissions a customs authority to generate a customs clearance, and a customs material file may be included in the commission information. The information content in the customs clearance material file may mainly include information of the associated trade order (including name, quantity, weight, receiving place information, etc. of the commodity object), or may further include associated shipping bill information (mainly referring to manifest information declared to customs by the transportation service provider, for example, items such as exit port, name of transportation tool, container information, country of arrival information, etc.), and the like. After receiving the specific customs clearance entrusting information, the customs clearance bank can acquire the customs clearance material file, and then can generate a specific customs clearance according to the customs clearance material file. The customs clearance material file can be provided by an initiator of clearance entrusting, or the entrusting party can only provide information such as a clearance number and an outbound clearance and the like about clearance information, and then a specific supply chain system can obtain detailed information related to the specific clearance number by docking with a corresponding local electronic port system, and the like.
In a conventional implementation, the entry clerk in the customs clearance can manually enter specific information content into each corresponding field in the customs clearance based on a specific customs clearance material file. The customs declaration form is a legal document which requires customs to handle the customs procedure for goods according to the applicable customs system. Accordingly, the fields of the export freight customs clearance are typically very numerous, for example, where the primary fields may include the export freight name, number of pieces, weight, units, total price, export port, transport name, container information, business units, receiving units, contract agreements, trade properties, country of consumption, and the like. The customs declaration form corresponds to the lifting bill one by one, and the customs declaration form is filled according to the principle that: the list is in accordance with the report form, and the content on the finished declaration form needs to be in one-to-one correspondence with each data content of the shipping list.
In the embodiment of the application, in order to further improve the working efficiency in the customs clearance generating process and improve the consistency of the content of specific fields in other receipts such as the customs clearance and the shipping receipt, a corresponding solution is provided. In the scheme, the text information content in the specific customs clearance material file can be identified, a plurality of named entities (specifically, continuous character segments in the text information content) included in the text information content can be determined, and then, in the process that the user specifically inputs information to the fields in the customs clearance, recommendation information about the information to be input in the target fields can be provided according to the identification result. For example, if a field in the customs clearance is "commodity number", and the named entity identified in the customs clearance material file includes "6404199000", etc., when the user records information for the field, "6404199000", etc. can be recommended to the user, and the user can select a specific number from the field without performing input operation character by character, so that efficiency can be improved, probability of occurrence of input errors, etc. can be reduced, and consistency with specific information in the customs clearance material file can be maintained.
In addition, in an optional implementation manner, when text information content in the customs clearance material file is identified, position relationship information between specific named entities can be identified, so as to determine a corresponding relationship between a field name included in the customs clearance material file and specific field content, so that the specific named entities can be matched into corresponding fields in the customs clearance according to the corresponding relationship, and for the fields, a user is not required to perform manual input operation. Of course, the content that does not exist in the customs clearance material file or the content of the corresponding relationship cannot be accurately identified from the customs clearance material file, which can still be manually input by the customs clearance user. During the manual input process, the corresponding recommendation information can be provided by using the named entity recognition result.
In addition, in the concrete implementation, besides the named entity identified from the customs clearance material file can be used for providing concrete recommendation information, the named entity can be combined with historical data to carry out comprehensive information recommendation.
Specifically, from the perspective of system architecture, referring to fig. 1, the embodiment of the present application mainly relates to a cross-border supply chain system, in which a service module related to customs can be provided, and a user facing the service module is mainly an entity with customs qualification such as customs clearance. Users such as the export enterprise may send customs clearance entrusts to customs authorities in some ways, for example, in one way, the cross-border supply chain system may also provide corresponding service modules for the export enterprise users, and the export enterprise users may send customs entrusts to the customs service modules through the service modules, and so on. After the customs clearance line receives the customs clearance entrusts, the customs clearance material file can be obtained, and then the customs clearance list can be generated through the cross-border supply chain system. In the process of generating the customs clearance, the scheme provided by the embodiment of the application can be utilized to perform named entity identification on the customs clearance material file, and provide relevant recommendation information for users such as the order input personnel, so that the generation efficiency of the customs clearance is improved, and the probability of errors, inconsistent information and the like is reduced.
The cross-border supply chain system can provide services for users in a Software-as-a-Service (SaaS) mode. The SaaS is an application mode for providing software services based on the Internet, and the SaaS platform provider uniformly deploys application software on a server of the SaaS platform provider, so that a client can order required application software services from the provider through the Internet according to actual working requirements and obtain the services provided by the SaaS platform provider through the Internet. That is, a user such as a customs declaration can access a related web page provided by a specific cross-border supply chain system through a browser or the like, and obtain a related service. Certainly, in practical applications, in consideration of that some scenarios may need operations on local files, for example, batch uploading of document materials, etc., a client existing in the form of an independent application program may also be provided for a user, and the user may install such an application program in a terminal device thereof, implement interaction with a server through the application program, and acquire a related service. Through the client existing in the form of the independent application program, the operation of the local file can be more conveniently carried out.
First, the embodiment of the present application provides a method for processing customs declaration information from the perspective of the cross-border supply chain system, and referring to fig. 2, the method may specifically include:
s201: and determining a customs declaration material file associated with the customs declaration form to be generated.
As described above, the specific customs clearance material file may be provided by a client user such as an export enterprise, or after the customs clearance receives the specific commission information, the electronic port system at the associated place may be queried and obtain more detailed information about the delivery order according to the delivery order number, the export clearance and other information included in the commission information, and so on.
For ease of understanding, the lift note and its relationship to the customs clearance note will first be briefly described herein. For the delivery note, before the specific export enterprise user delivers the order, the export enterprise user may first apply for a transportation resource (including a ship number, and the like) from a website system related to the ship company and may submit the shipping note to an electronic port system corresponding to the departure port (or may request the delivery agent to complete the process of submitting the shipping note). The manifest declaration is mainly used for submitting the name, the voyage number, the departure port, the departure customs, the cabinet specification, the container information, the cargo information and the like to an electronic port system corresponding to the specific departure port. Correspondingly, the electronic port system generates a corresponding shipping order number, and stores the corresponding relation between the detailed information related to the manifest declaration and the shipping order number in the electronic port system.
After the manifest declaration is completed, customs declaration can be entrusted to carry out customs declaration processing. The specific delegation information may include at least a number of the shipping order, outbound related information, and the like. In addition, more detailed related information can be provided for customs declaration, including the name of the ship, the voyage number, the departure port, the exit customs, the cabinet specification, the container information, the cargo information and the like associated with the specific carrying bill number. Of course, besides the information related to the shipping order, the specific delegation information may further include information of the associated transaction order, and specifically may include the number, name, number, receiving information, and the like of the commodity object in the system.
After the customs clearance line receives the specific customs clearance entrusts, the customs clearance material file can be obtained according to the specific entrusts request, and then the customs clearance sheet can be generated according to the customs clearance material file.
In the embodiment of the application, after the specific customs clearance material file is acquired, when the customs clearance entry and other operations are specifically performed, a new customs clearance can be created first, and the customs clearance material file is entered into the cross-border supply chain system. Thus, the cross-border supply chain system can determine the corresponding relation between the customs declaration form and the customs declaration material file.
S202: identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
after the customs clearance material file is determined, the text information content in the customs clearance material file can be identified, and a plurality of named entities included in the customs clearance material file can be determined. The named entities may be continuous character segments in the text information content, for example, names of people, organizations, places, and other entities identified by names, and the more extensive entities may include numbers, dates, currencies, addresses, and so on. In a specific implementation manner, a specific identification process may be implemented by using a Named Entity Recognition (NER) technology in Natural Language Processing (NLP).
It should be noted that, in practical applications, the file format of a specific customs declaration document may be various, for example, a spreadsheet (e.g., Excel, etc.), a document in an editable format (e.g., Word, etc.), a document in a non-editable format (e.g., pdf, jpg, etc.), and the like may be specifically used. For a document in a non-editable format, a specific Character can be recognized from the document by an OCR (Optical Character Recognition) technology, and then named entity Recognition is performed by using an NER technology. For a spreadsheet or other editable format document, the NER identification can be directly performed on the text information content therein.
In addition, it should be noted that, in a specific implementation, many fields of the customs declaration may be entered by the order input staff one by one, or an implementation scheme that the content of some fields is automatically matched by the supply chain system may be provided in the embodiment of the present application. That is, since the specific information in the specific customs clearance material file is also generally presented in the form of a pair of < field name, field content >, while the fields in the customs clearance material file and the fields in the customs clearance form generally have a correspondence, or a correspondence is converted by a specific field conversion process or the like, and so on. For example, the customs clearance material file may include fields such as category, quantity, and type of the goods object, and the customs clearance may also include the above fields. For the number, type and the like of the commodity objects, the values on the fields of the number, type and the like of the specific commodity objects in the customs declaration material file can be directly filled in the fields of the number and type of the commodity objects in the customs declaration form. Or, for the commodity object category information, the commodity object categories in the customs declaration material file can be mapped into category description information which accords with the customs classification rules through a pre-established category mapping engine, and the like. Therefore, if the named entities in the customs clearance materials file and the corresponding relationship between the names and the fields of the two named entities in the same field can be identified, the specific field content can be automatically matched into the corresponding field in the customs clearance. Certainly, in the process of performing automatic matching, due to reasons such as that the customs clearance material file may not be standardized enough, some named entities may represent field names and field contents, but specific corresponding relationships cannot be identified accurately, so that automatic matching cannot be achieved for all fields in the customs clearance. For fields which cannot be automatically matched, supplementary entry can still be performed in a manual input mode. In the process of manual supplementary entry, the recommendation information about the content to be input in the specific field in the embodiment of the present application may be used, which will be described in detail later.
In order to achieve the purpose of automatic matching, when the customs clearance materials are identified, besides specific named entities, the position relation information among the named entities can be identified, so that a plurality of named entity pairs are determined, and two named entities in the named entity pairs correspond to the name and content information of the same field. For example, a field may be named "the country of fortune" and the contents of the field may be "the united states," where "the country of fortune" and "the united states" may be identified as two different named entities. However, it is not possible to determine whether there is some relationship between named entities simply by named entity recognition. Generally, there are obvious characteristics in the location of the field name and the content having a corresponding relationship, for example, the name of the field is on the left, the content is on the right, and so on. Thus, the correspondence between named entities can be determined in connection with the identification of the location information. And further, according to the corresponding relation information, automatic matching of corresponding fields in the customs declaration is realized. That is, in the foregoing example, assuming that the customs clearance material file includes a "country of fortune" field, and the content of the corresponding identified field includes "usa", when generating the customs clearance, the cross-border supply chain system may automatically fill the "usa" field in the customs clearance into the corresponding input box, without manual input operation by the customs clearance operator, so that efficiency may be further improved, and the error probability may be reduced.
In order to realize the identification of the position information of the named entity, different processing modes can be provided for the customs declaration material files with different formats. For example, if the customs clearance material file is a spreadsheet class file, the spreadsheet file naturally includes location information such as coordinates, including, for example, a row number, a column number, etc. Therefore, named entity recognition can be directly carried out on the text information content in the spreadsheet class file, and then the position relation information between the named entities is determined according to the position information of the recognized named entity recognition in the spreadsheet file.
If the customs clearance material file is in the non-editable format, specifically, when the text information content of the customs clearance material file is identified, firstly, OCR (optical character recognition) can be carried out on the customs clearance material file to determine the characters contained in the customs clearance material file and the corresponding position information; secondly, carrying out named entity recognition on character information contained in an OCR recognition result, and determining a named entity contained in the customs clearance material file; and determining the position relation information among the named entities according to the position information contained in the OCR recognition result. That is, the OCR technology can recognize not only a specific character but also position information of the specific character, and thus, the named entity position information can be recognized first using this feature.
In addition, if the customs clearance material file is in an editable format, such as Word and the like, the text information content in the file is readable and editable, and if only named entity identification is needed, the identification can be directly carried out according to the NER algorithm. However, since the NER algorithm usually cannot identify the location information, in a concrete implementation, for a customs clearance material file in an editable format such as Word, the customs clearance material file may be first converted into a non-editable format, for example, pdf format, and then the named entity and the location information thereof may be identified in a manner corresponding to the customs clearance material file in the non-editable format.
S203: and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance.
After the customs clearance material file is identified by the named entity, in the process of information entry of the specific field in the customs clearance, the recommendation information about the information to be input in the target field can be provided according to the named entity identified from the customs clearance material file.
Since the number of named entities specifically identified from the customs clearance material file is usually large, recommendation information can be provided according to a certain policy. For example, for some fields in the customs clearance, the corresponding content to be input may conform to some text rule, specifically, for the "product number" field, the corresponding content is usually a certain number of digits, and so on. Therefore, in specific implementation, information such as a text rule corresponding to a specific field may be stored in advance, so that when content is input for the field, whether the current field is associated with a certain text rule may be determined according to the pre-stored information, and if so, specific recommendation information may be determined according to a named entity meeting the text rule. For example, for the aforementioned "item number" field, the corresponding text rule is: and if the number of the named entities is 11, the named entities meeting the rules can be selected from the named entities which are specifically identified, and corresponding recommendation information is provided for the user.
Or, for more fields in the customs declaration, there may not be a specific text rule, and at this time, specific recommendation information may be provided according to a way of interactive feedback with the order input person. That is, in this case, after the order taker inputs a part of the information for a specific field, a named entity having a row associated therewith is determined based on the input part of the information, and then provided as recommendation information to the user for selection, and so on.
For a chinese user, a part of information input by the user may include chinese, or may include information such as a simple pinyin letter (initial consonant or initial consonant of chinese pinyin) of chinese. In addition, all characters or partial characters contained in the named entities which are specifically matched can be determined as the recommendation information. For example, assume that the named entities identified from the customs materials file include: the washer is used for machines, 10kg, 5 yuan/jin, 100 yuan, tax collection under the seal, American, Heilongjiang and the like. At this time, matching may be performed according to partial information that has been input by the user for a certain field, where matching may specifically be started from the left, or matching may also be started from the middle, and so on. For example, if the user enters "yes," then "machine ready" may be prompted; the user inputs 'machine' and can also prompt 'machine use'; if the user inputs "machine" or "machine," the user may prompt "machine for use," and so on.
For the case of inputting the abbreviated spelling letter of the specific content to be input, for example, if the content to be input in a certain field is "machine use", the order input person can input "sjqy" in the input box, and at this time, the corresponding recommendation information can be provided according to the matching result of the spelling initial of each Chinese character in the named entity and the input information. Alternatively, if the user inputs "s" or "sj", the user may also prompt "machine use". If the user input is "jq," then "machine use" may be prompted, and so on.
In addition, as described above, in the concrete implementation, position relationship information between named entities may also be determined, and according to the position relationship information, a corresponding relationship between a field name and a field content included in the customs clearance material file is determined; then, the field content can be automatically matched to the corresponding field in the customs clearance according to the corresponding relationship information.
Of course, since the specific customs clearance material file may be provided by an entrusting party such as an export enterprise, and different entrusting parties generally provide the specific customs clearance material file according to their respective working habits, the format of the file may not be uniform, and the text layout manner in the file and the like generally have strong randomness, that is, the normalization of the actually received customs clearance material file is not high. Further, in the embodiment of the present application, due to the above situation, when identifying the named entities in the customs clearance material file and the relationship therebetween, there may be the following situations: although a certain named entity relationship pair exists in the customs clearance material file, due to reasons such as too much disordered typesetting, although a specific algorithm can identify the named entities included in the file, the corresponding relationship pair between the names and the contents of the fields of different named entities cannot be accurately identified, and therefore the named entities cannot be automatically matched into the corresponding fields in the customs clearance. For this case, there may be some fields in the customs clearance that do not complete the automatic matching of the content, and thus, manual input by the order taker is still typically required. For the fields needing to be manually input, the scheme provided by the embodiment of the application can be utilized to provide corresponding recommendation information for the user, so that the efficiency is improved, and the error probability is reduced.
In specific implementation, the content of the corresponding field in the customs clearance sheet can be automatically matched by preferentially utilizing the identified named entity and the corresponding relation between the field name and the field content. And then, providing recommendation information about the information to be input in the target field according to the named entity which is not matched with the corresponding field in the customs declaration. That is, assuming that 20 named entities are identified from the customs clearance material file, of which 12 have been automatically matched to corresponding fields in the customs clearance, corresponding recommendation information may be provided according to the remaining 8 named entities that have not been matched to the customs clearance during manual input of other fields by the order entry clerk.
In addition, in concrete implementation, besides providing concrete recommendation information by using named entities identified from the customs clearance materials file, comprehensive information recommendation can be performed in combination with historical data. For example, for the specific content of the fields such as the product number and the product name, the specific product number and the product name are usually defined in the system, and for the same export enterprise, the operated product object category is usually relatively fixed, so that the relevant data may be filled in during the process of generating the entry sheet for the historical trading order, for example, the user may input a certain product number and a certain product name, and thus, the data may be saved in the system. Thus, the history data can be used to provide specific recommendation information for the user.
Certainly, since the named entity identification result in the customs clearance material file has a higher reference value for the current customs clearance filling, in the specific implementation, the named entity identified from the customs clearance material file can be preferentially used for recommendation, and if no matched recommendation result exists in the named entity identification result, the historical data is used for recommendation.
For example, assuming that the user inputs "steel" in the "commodity name" field of a certain customs clearance, at this time, if a named entity related to the "steel" word exists among the named entities identified from the customs clearance data, the named entity may be used to provide recommendation information for the user. For example, if the named entity identified in the customs clearance materials file includes "wire rope," the named entity may be recommended to the user. Otherwise, if the named entities identified in the customs materials file are not related to "steel", more recommendation information related to "steel" may be provided based on historical data. For example, as shown in fig. 3, may include "wire rope," "wire seal," "stainless steel cooktop," "stainless steel shelf," etc., from which the user may select.
In summary, according to the embodiment of the application, a customs clearance material file associated with a customs clearance to be generated can be determined, the text information content of the customs clearance material file can be identified, and a plurality of named entities included in the customs clearance material file can be determined, so that in the process of receiving information entry operation aiming at a target field in the customs clearance, recommendation information about information to be input in the target field can be provided according to the named entities identified from the customs clearance material file. In this way, the customs clearance material file is used as a filling basis of the customs clearance, and the contained information is closely related to the current customs clearance, so that the contents to be input in the specific field in the customs clearance filling process are recommended according to the specific recognition result of the named entity of the customs clearance material file, and higher recommendation accuracy can be obtained, so that the input person can directly select the contents to be input from the recommendation information, the efficiency can be improved, and the occurrence probability of the situations of input operation and the like caused by the manual input process can be reduced.
Example two
In the second embodiment, another method for processing customs clearance information is provided, and referring to fig. 4, the method may include:
s401: determining a customs declaration material file related to a customs declaration form to be generated;
s402: identifying the text information content of the customs clearance material file, and determining at least one named entity pair contained in the text information content, wherein two named entities in the named entity pair correspond to the name and content information of the same field, and the named entities are continuous character segments in the text information content;
s403: automatically matching the named entity representing the field content to the corresponding field in the customs clearance according to the corresponding relation information between the name of the same field and the content information;
s404: and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field which is not successfully matched automatically in the customs clearance.
EXAMPLE III
In the third embodiment, a method for generating a customs declaration is further provided, and referring to fig. 5, the method may specifically include:
s501: determining a customs declaration material file related to a customs declaration form to be generated;
s502: identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
s503: providing recommendation information about information to be input in a target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance sheet;
s504: and generating the customs declaration according to the input information in the target field.
Example four
In the foregoing embodiment, mainly for the generation process of the customs clearance, relevant recommendation information is provided. In practical applications, in particular, in a fulfillment link related to cross-border transactions, besides a declaration form, declaration of order data or declaration of tax-related data may also be involved. The data, as a type of information to be declared, may also be generated from a specific file of declared material. In the process of generating the information to be declared according to the declaration material file, named entity identification can be carried out on the declaration material file, and corresponding recommendation information is provided for information input of specific fields in the specific information to be declared.
Specifically, referring to fig. 6, a fourth embodiment provides a method for processing information to be declared, where the method specifically includes:
s601: determining a declaration material file related to information to be declared to be generated;
s602: identifying the text information content of the declaration material file, and determining at least one named entity included in the declaration material file, wherein the named entity comprises: continuous character segments in the text information content;
s603: and providing recommendation information about the information to be input in the target field according to the named entity identified from the declaration material file in the process of carrying out information input operation on the target field in the information to be declared.
For the parts of the second to fourth embodiments that are not described in detail, reference may be made to the description of the first embodiment, which is not repeated herein.
It should be noted that, in the embodiments of the present application, the user data may be used, and in practical applications, the user-specific personal data may be used in the scheme described herein within the scope permitted by the applicable law, under the condition of meeting the requirements of the applicable law and regulations in the country (for example, the user explicitly agrees, the user is informed, etc.).
Corresponding to the first embodiment, an embodiment of the present application further provides a customs clearance information processing apparatus, and referring to fig. 7, the apparatus may include:
a customs clearance material file determining unit 701 configured to determine a customs clearance material file associated with a customs clearance to be generated;
a named entity identifying unit 702, configured to identify text information content of the customs clearance material file, and determine at least one named entity included in the text information content, where the named entity includes: continuous character segments in the text information content;
a recommendation information providing unit 703, configured to provide recommendation information about information to be input in a target field in the customs clearance according to the named entity identified from the customs clearance material file in the process of performing information entry operation on the target field.
The recommendation information providing unit may specifically be configured to:
determining a text rule associated with the information to be input of the target field;
and determining the recommendation information according to the named entities meeting the text rules.
Or, the recommendation information providing unit may specifically be configured to:
and determining the recommendation information according to the correlation between the named entity and the part of the information input in the target field.
Wherein, the information to be input of the target field comprises Chinese information, and the input partial information comprises: and partial Chinese characters in the Chinese information or the abbreviated spelling letter information corresponding to the Chinese information.
The specific recommendation information providing unit may specifically be configured to:
and determining all characters or partial characters contained in the named entity as the recommendation information according to the relevance between the named entity and the partial information input in the target field.
In addition, the apparatus may further include:
the position relation information determining unit is used for determining the position relation information between the named entities when the text information content of the customs clearance material file is identified;
a named entity pair determining unit, configured to determine a plurality of named entity pairs according to the position relationship information, where two named entities in the named entity pairs correspond to names and content information of the same field;
and the matching unit is used for automatically matching the named entity representing the field content to the corresponding field in the customs clearance according to the corresponding relation information between the name of the same field and the content information.
At this time, the recommendation information providing unit may specifically be configured to:
and providing recommendation information about the information to be input in the target field according to the named entity which is not matched with the corresponding field in the customs clearance.
Wherein, if the customs clearance material file is a spreadsheet file, the location relationship information determining unit may be specifically configured to:
carrying out named entity recognition on the text information content in the spreadsheet file;
identifying location information in the spreadsheet file based on the identified named entities, determining location relationship information between the named entities.
Wherein, if the customs clearance material file is in an uneditable format, the position relationship information determining unit may specifically include:
the OCR recognition subunit is used for carrying out Optical Character Recognition (OCR) on the customs clearance material file and determining characters contained in the customs clearance material file and corresponding position information;
the named entity recognition subunit is used for carrying out named entity recognition on character information contained in an OCR recognition result and determining a named entity contained in the customs clearance material file;
and the position relation determining subunit is used for determining the position relation information among the named entities according to the position information contained in the OCR recognition result.
In addition, the apparatus may further include:
and the file format conversion unit is used for converting the customs clearance material file into an uneditable format if the customs clearance material file is in an editable format and identifying the customs clearance material file according to a mode corresponding to the uneditable format.
Furthermore, the apparatus may further include:
a historical record data determining unit, which is used for determining the historical record data associated with the customs clearance material file;
and the history record recommending unit is used for providing recommended information about the information to be input in the target field according to history record data if no named entity matched with the target field exists.
Corresponding to the second embodiment, an embodiment of the present application further provides a device for processing declaration information, and referring to fig. 8, the device may include:
a customs clearance material file determining unit 801, configured to determine a customs clearance material file associated with a customs clearance to be generated;
a named entity pair recognition unit 802, configured to recognize text information content of the customs clearance material file, and determine at least one named entity pair included in the customs clearance material file, where two named entities in the named entity pair correspond to names and content information of the same field, and the named entities include: continuous character segments in the text information content;
a matching unit 803, configured to automatically match a named entity representing the field content to a corresponding field in the customs clearance according to the correspondence information between the name of the same field and the content information;
and the recommendation information providing unit 804 is configured to, in the process of performing information entry operation on a target field which is not successfully matched automatically in the customs clearance, provide recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file.
Corresponding to the embodiment, the embodiment of the present application further provides an apparatus for generating a customs declaration form, and referring to fig. 9, the apparatus may include:
a customs clearance material file determining unit 901, configured to determine a customs clearance material file associated with a customs clearance to be generated;
a named entity identifying unit 902, configured to identify text information content of the customs clearance material file, and determine at least one named entity included in the text information content, where the named entity includes: continuous character segments in the text information content;
a recommendation information providing unit 903, configured to provide recommendation information about information to be input in a target field in the customs clearance according to the named entity identified from the customs clearance material file in the process of performing information entry operation on the target field;
and a customs declaration generating unit 904, configured to generate the customs declaration according to the input information in the target field.
In accordance with the fourth embodiment, an information processing apparatus to be declared is further provided in the embodiments of the present application, and referring to fig. 10, the apparatus may include:
a reporting material file determining unit 1001 configured to determine a reporting material file associated with information to be reported to be generated;
a named entity identifying unit 1002, configured to identify text information content of the declaration material file, and determine at least one named entity included in the text information content, where the named entity includes: continuous character segments in the text information content;
a recommendation information providing unit 1003, configured to provide recommendation information about information to be input in a target field in the information to be declared according to the named entity identified from the declaration material file in the process of performing information entry operation on the target field.
In addition, the present application also provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor implements the steps of the method described in any of the preceding method embodiments.
And an electronic device comprising:
one or more processors; and
a memory associated with the one or more processors for storing program instructions that, when read and executed by the one or more processors, perform the steps of the method of any of the preceding method embodiments.
FIG. 11 illustrates an architecture of an electronic device, which may include, in particular, a processor 1110, a video display adapter 1111, a disk drive 1112, an input/output interface 1113, a network interface 1114, and a memory 1120. The processor 1110, the video display adapter 1111, the disk drive 1112, the input/output interface 1113, the network interface 1114, and the memory 1120 may be communicatively connected by a communication bus 1130.
The processor 1110 may be implemented by a general-purpose CPU (Central Processing Unit), a microprocessor, an Application Specific Integrated Circuit (ASIC), or one or more Integrated circuits, and is configured to execute related programs to implement the technical solution provided by the present Application.
The Memory 1120 may be implemented in the form of a ROM (Read Only Memory), a RAM (Random Access Memory), a static storage device, a dynamic storage device, or the like. The memory 1120 may store an operating system 1121 for controlling the operation of the electronic device 1100, a Basic Input Output System (BIOS) for controlling low-level operations of the electronic device 1100. In addition, a web browser 1123, a data store management system 1124, and a customs clearance information processing system 1125, among others, may also be stored. The customs clearance information processing system 1125 may be an application program for implementing the operations of the foregoing steps in this embodiment. In summary, when the technical solution provided by the present application is implemented by software or firmware, the relevant program codes are stored in the memory 1120 and called for execution by the processor 1110.
The input/output interface 1113 is used for connecting an input/output module to realize information input and output. The i/o module may be configured as a component in a device (not shown) or may be external to the device to provide a corresponding function. The input devices may include a keyboard, a mouse, a touch screen, a microphone, various sensors, etc., and the output devices may include a display, a speaker, a vibrator, an indicator light, etc.
Network interface 1114 is used to connect to a communications module (not shown) to enable the device to interact with other devices for communication. The communication module can realize communication in a wired mode (such as USB, network cable and the like) and also can realize communication in a wireless mode (such as mobile network, WIFI, Bluetooth and the like).
Bus 1130 includes a path that transfers information between the various components of the device, such as processor 1110, video display adapter 1111, disk drive 1112, input/output interface 1113, network interface 1114, and memory 1120.
It should be noted that although the above devices only show the processor 1110, the video display adapter 1111, the disk drive 1112, the input/output interface 1113, the network interface 1114, the memory 1120, the bus 1130 and so on, in a specific implementation, the devices may also include other components necessary for normal operation. Furthermore, it will be understood by those skilled in the art that the apparatus described above may also include only the components necessary to implement the solution of the present application, and not necessarily all of the components shown in the figures.
From the above description of the embodiments, it is clear to those skilled in the art that the present application can be implemented by software plus necessary general hardware platform. Based on such understanding, the technical solutions of the present application may be essentially or partially implemented in the form of a software product, which may be stored in a storage medium, such as a ROM/RAM, a magnetic disk, an optical disk, etc., and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method according to the embodiments or some parts of the embodiments of the present application.
The embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, the system or system embodiments are substantially similar to the method embodiments and therefore are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for related points. The above-described system and system embodiments are only illustrative, wherein the units described as separate parts may or may not be physically separate, and the parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
The method, the device and the electronic device for processing customs clearance information provided by the present application are introduced in detail, and a specific example is applied in the text to explain the principle and the implementation of the present application, and the description of the above embodiment is only used to help understand the method and the core idea of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, the specific embodiments and the application range may be changed. In view of the above, the description should not be taken as limiting the application.

Claims (20)

1. A customs declaration information processing method, comprising:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance.
2. The method of claim 1,
the providing of the recommendation information about the information to be input in the target field includes:
determining a text rule associated with the information to be input of the target field;
and determining the recommendation information according to the named entities meeting the text rules.
3. The method of claim 1,
the providing of the recommendation information about the information to be input in the target field includes:
and determining the recommendation information according to the correlation between the named entity and the part of the information input in the target field.
4. The method of claim 3,
the information to be input of the target field comprises Chinese information, and the input partial information comprises: and partial Chinese characters in the Chinese information or the abbreviated spelling letter information corresponding to the Chinese information.
5. The method of claim 3,
the determining the recommendation information according to the correlation between the named entity and the part of the information input in the target field includes:
and determining all characters or partial characters contained in the named entity as the recommendation information according to the relevance between the named entity and the partial information input in the target field.
6. The method of claim 1,
when the text information content of the customs declaration material file is identified, the method further comprises the following steps:
determining location relationship information between the named entities;
determining a plurality of named entity pairs according to the position relation information, wherein two named entities in the named entity pairs correspond to the name and content information of the same field;
and automatically matching the named entity representing the field content to the corresponding field in the customs clearance according to the corresponding relation information between the name of the same field and the content information.
7. The method of claim 6,
the providing of the recommendation information about the information to be input in the target field includes:
and providing recommendation information about the information to be input in the target field according to the named entity which is not matched with the corresponding field in the customs clearance.
8. The method of claim 6,
if the customs clearance material file is a spreadsheet file, the identifying the text information content of the customs clearance material file comprises:
carrying out named entity recognition on the text information content in the spreadsheet file;
identifying location information in the spreadsheet file based on the identified named entities, determining location relationship information between the named entities.
9. The method of claim 6,
if the customs clearance material file is in the non-editable format, identifying the text information content of the customs clearance material file, including:
performing Optical Character Recognition (OCR) on the customs clearance material file, and determining characters contained in the customs clearance material file and corresponding position information;
carrying out named entity recognition on character information contained in an OCR recognition result, and determining a named entity contained in the customs clearance material file;
and determining the position relation information among the named entities according to the position information contained in the OCR recognition result.
10. The method of claim 9, further comprising:
and if the customs clearance material file is in an editable format, converting the customs clearance material file into a non-editable format, and identifying according to a mode corresponding to the customs clearance material file in the non-editable format.
11. The method of claim 1, further comprising:
determining historical record data associated with the customs clearance material file;
and if the named entity matched with the target field does not exist, providing recommendation information about information to be input in the target field according to the historical record data.
12. A customs declaration information processing method, comprising:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity pair included in the customs clearance material file, wherein two named entities in the named entity pair correspond to the name and content information of the same field, and the named entities comprise: continuous character segments in the text information content;
automatically matching the named entity representing the field content to the corresponding field in the customs clearance according to the corresponding relation information between the name of the same field and the content information;
and providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field which is not successfully matched automatically in the customs clearance.
13. A method of generating a customs declaration, comprising:
determining a customs declaration material file related to a customs declaration form to be generated;
identifying the text information content of the customs clearance material file, and determining at least one named entity included in the customs clearance material file, wherein the named entity comprises: continuous character segments in the text information content;
providing recommendation information about information to be input in a target field according to the named entity identified from the customs clearance material file in the process of carrying out information input operation on the target field in the customs clearance sheet;
and generating the customs declaration according to the input information in the target field.
14. A method for processing information to be declared, comprising:
determining a declaration material file related to information to be declared to be generated;
identifying the text information content of the declaration material file, and determining at least one named entity included in the declaration material file, wherein the named entity comprises: continuous character segments in the text information content;
and providing recommendation information about the information to be input in the target field according to the named entity identified from the declaration material file in the process of carrying out information input operation on the target field in the information to be declared.
15. A customs declaration information processing apparatus, comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity included in the customs clearance material file, where the named entity includes: continuous character segments in the text information content;
and the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field in the customs clearance.
16. A customs declaration information processing apparatus, comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity pair recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity pair included in the customs clearance material file, where two named entities in the named entity pair correspond to names and content information of the same field, and the named entities include: continuous character segments in the text information content;
the matching unit is used for automatically matching the named entity representing the field content to the corresponding field in the customs declaration according to the corresponding relation information between the name and the content information of the same field;
and the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field which is not successfully matched automatically in the customs clearance.
17. An apparatus for generating a customs declaration, comprising:
the customs declaration material file determining unit is used for determining a customs declaration material file related to the customs declaration form to be generated;
a named entity recognition unit, configured to recognize text information content of the customs clearance material file, and determine at least one named entity included in the customs clearance material file, where the named entity includes: continuous character segments in the text information content;
the recommendation information providing unit is used for providing recommendation information about information to be input in the target field according to the named entity identified from the customs clearance material file in the process of carrying out information entry operation on the target field in the customs clearance;
and the customs declaration generating unit is used for generating the customs declaration according to the input information in the target field.
18. An information processing apparatus to be declared, comprising:
the system comprises a reporting material file determining unit, a reporting information generating unit and a reporting information generating unit, wherein the reporting material file determining unit is used for determining a reporting material file related to information to be reported to be generated;
a named entity recognition unit, configured to recognize text information content of the declaration material file, and determine at least one named entity included in the text information content, where the named entity includes: continuous character segments in the text information content;
and the recommendation information providing unit is used for providing recommendation information of information to be input in the target field according to the named entity identified from the declaration material file in the process of carrying out information entry operation on the target field in the information to be declared.
19. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 14.
20. An electronic device, comprising:
one or more processors; and
a memory associated with the one or more processors for storing program instructions that, when read and executed by the one or more processors, perform the steps of the method of any of claims 1 to 14.
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CN114168033A (en) * 2021-11-15 2022-03-11 阿里巴巴（中国）有限公司 Information display method, information processing method and equipment

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