CN113674061A - Bond inquiry transaction message docking method and device - Google Patents
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Abstract
The application provides a bond inquiry transaction message docking method and device, and the method acquires communication information from a communication tool of a sales communication person through an interface of the communication tool, wherein the communication information comprises bond key information; analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information (bond price, amount, counterparty and bond issuer); sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule; sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message; and receiving the request quotation message from the request quotation message window by the trader and executing the processing. According to the application, the request quotation message window is established in the bond trading system, and the automation of the butt joint of the trader and the sales can be realized.
Description
Technical Field
The present application relates to the field of data processing technologies, and in particular, to a method and an apparatus for docking a bond inquiry transaction message.
Background
As the market for bonds grows and liquidity increases, the amount of transactions requested to be quoted from bonds also increases and the exchange between bond traders and sales within an organization becomes more frequent. At present, the communication mode between a trader and sales basically adopts an off-line mode, after the sales are communicated with the client for trading, the trader is informed of trading information one to one, and the trader enters and executes the trading. The off-line manual communication mode can lead the trader to seriously disperse trading energy, and can not adapt to the development trend of the bond market.
In addition, the information receiving of the request quoted price in the current trading system does not contain the request information of internal sales of the organization, the display of the request information is dispersed, certain limitations exist in the processing sequence, the information reading, the wind control filtering and the operation convenience, and the operation efficiency and the trading energy of traders are directly influenced.
Disclosure of Invention
In view of the above problems, the present application provides a method and an apparatus for interfacing a bond inquiry transaction message, which aims to: how to establish a request quotation message window in a bond trading system, automatically capture information from a sales communication record, analyze bond key information through semantics, form a request quotation message and send the request quotation message to a trader for execution processing, thereby realizing the automation of the trader and the sales interface.
In order to achieve the above object, the present application provides the following technical solutions:
a bond inquiry transaction message docking method is based on a preset request quotation message window, wherein the request quotation message window simultaneously comprises an external request and an internal request of an organization, and is provided with functions of wind control filtering, countdown sequencing, processing state sequencing and key information display, and the method comprises the following steps:
acquiring communication information from a communication tool of a sales communication person through an interface of the communication tool, wherein the communication information comprises bond key information;
analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers;
sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule;
sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and receiving the request quotation message from the request quotation message window by the trader and executing the processing.
Further, the analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information includes:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
Further, the sending the confirmed request quote message to the request quote message window of the bond trading system for displaying the request quote message includes:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
Further, the communication tools of the sales communication persons comprise mails, QQs and WeChat.
A bond inquiry transaction message docking device is based on a preset request quotation message window, the request quotation message window simultaneously comprises an external request and an internal request of an organization, and is provided with functions of wind control filtering, countdown sorting, processing state sorting and key information display, and the device comprises:
the system comprises a first processing unit, a second processing unit and a third processing unit, wherein the first processing unit is used for acquiring communication information from a communication tool of a sales communication person through an interface of the communication tool, and the communication information comprises bond key information;
the second processing unit is used for analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, amount, transaction opponent and bond issuer;
the third processing unit is used for sending the bond key information serving as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule;
the fourth processing unit is used for sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and the fifth processing unit is used for receiving the request quotation message from the request quotation message window by the trader and executing the processing.
Further, the second processing unit is specifically configured to:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
Further, the fourth processing unit is specifically configured to:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
Further, the communication tools of the sales communication persons comprise mails, QQs and WeChat.
A storage medium comprising a stored program, wherein the program, when executed, controls a device on which the storage medium is located to execute the bond inquiry transaction message docking method as described above.
An electronic device comprising at least one processor, and at least one memory, bus connected with the processor; the processor and the memory complete mutual communication through the bus; the processor is configured to invoke program instructions in the memory to perform the bond inquiry transaction message docking method as described above.
The bond inquiry transaction message butt-joint method and device are based on a preset request and quotation message window, wherein the request and quotation message window simultaneously comprises an external request and an internal request of a mechanism and is provided with functions of wind control filtering, countdown sorting, processing state sorting and key information display; analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers; sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule; sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message; and receiving the request quotation message from the request quotation message window by the trader and executing the processing. According to the method and the system, a request quotation message window is established in a bond trading system, information is automatically captured from a sales exchange record, bond key information is analyzed through semantics, a request quotation message is formed and sent to a trader for execution processing, and therefore the trader and sales are automatically docked.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flowchart illustrating a method for interfacing a bond inquiry transaction message according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of a bond inquiry transaction message docking device according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of an electronic device disclosed 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, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Referring to fig. 1, a flow chart of a method for interfacing a bond inquiry transaction message according to an embodiment of the present application is shown. As shown in fig. 1, an embodiment of the present application provides a bond inquiry transaction message docking method, based on a preset request-quote message window, where the request-quote message window includes both an external request and an internal request of an organization, and is equipped with functions of wind-controlled filtering, countdown sorting, processing state sorting, and key information display, and the method includes the following steps:
s101: and acquiring communication information from the communication tool of the sales communication person through an interface of the communication tool, wherein the communication information comprises bond key information.
In this step, the communication tool of the sales communication person includes mail, QQ, and WeChat.
S102: and analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers.
In this embodiment of the application, the aforementioned parsing the communication information through the semantic analysis technique to obtain corresponding key information of the bond includes:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
S103: and sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule.
In this step, the sales may perform request message adjustment and batch validation on the interface of the request quote message window.
S104: and sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message.
In this embodiment of the present application, the sending the confirmed request for quotation message to the request for quotation message window of the bond trading system to display the request for quotation message includes: carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering; and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
It should be noted that the request quote message whose setting time is set to be displayed preferentially is within 2 minutes of the countdown, and can be prompted by different colors.
S105: and receiving the request quotation message from the request quotation message window by the trader and executing the processing.
Further, after the trader clicks the request quotation message window to receive the request quotation message, the request quotation message is in a processing state, the request quotation message in the processing state is set to be gray for display, and sinking processing is carried out sequentially.
The embodiment of the application provides a bond price inquiry transaction message docking method, which is based on a preset request quotation message window, wherein the request quotation message window simultaneously comprises an external request and an internal request of a mechanism and is provided with functions of wind control filtering, countdown sorting, processing state sorting and key information display; analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers; sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule; sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message; and receiving the request quotation message from the request quotation message window by the trader and executing the processing. According to the method and the system for processing the bond exchange, a request quotation message window is established in a bond exchange system, information is automatically captured from exchange records of sales, key information of the bond is analyzed through semantics, a request quotation message is formed and sent to a trader for executing processing, and therefore automation of trader and sales connection is achieved.
Referring to fig. 2, based on the above-mentioned embodiment, a method for docking a bond inquiry transaction message is disclosed, and this embodiment correspondingly discloses a device for docking a bond inquiry transaction message, where the request quotation message window includes both an external request and an internal request of a mechanism, and is equipped with functions of air-controlled filtering, countdown sorting, processing status sorting, and key information display, and the device includes:
the first processing unit 21 is configured to acquire communication information from a communication tool of a sales associate through an interface of the communication tool, where the communication information includes bond key information;
the second processing unit 22 is configured to analyze the communication information through a semantic analysis technique to obtain corresponding bond key information, where the bond key information at least includes bond price, amount, counterparty and bond issuer;
the third processing unit 23 is configured to send the bond key information as a request quotation message to a communication tool of the sales communication person, and adjust and batch-confirm the request quotation message according to a preset rule;
the fourth processing unit 24 is configured to send the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and a fifth processing unit 25, configured to receive the request quote message from the request quote message window by the trader, and perform processing.
Further, the second processing unit 22 is specifically configured to:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
Further, the fourth processing unit 24 is specifically configured to:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
Preferably, the communication tool of the sales associate includes mail, QQ and WeChat.
The bond inquiry transaction message docking device comprises a processor and a memory, wherein the first processing unit, the second processing unit, the third processing unit and the like are stored in the memory as program units, and the processor executes the program units stored in the memory to realize corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to be one or more than one, and the aim of realizing the automation of the joint of the trader and the sales is achieved by adjusting the kernel parameters.
The embodiment of the application provides a storage medium, wherein a program is stored on the storage medium, and the program realizes the bond price inquiring transaction message docking method when being executed by a processor.
The embodiment of the application provides a processor, wherein the processor is used for running a program, and the program runs to execute the bond inquiry transaction message docking method.
The embodiment of the present application provides an electronic device, as shown in fig. 3, the electronic device 30 includes at least one processor 301, and at least one memory 302 and a bus 303 connected to the processor; the processor 301 and the memory 302 complete communication with each other through the bus 303; the processor 301 is configured to call program instructions in the memory 302 to execute the bond inquiry transaction message docking method described above.
The electronic device herein may be a server, a PC, a PAD, a mobile phone, etc.
The present application further provides a computer program product adapted to perform a program for initializing the following method steps when executed on a data processing device:
acquiring communication information from a communication tool of a sales communication person through an interface of the communication tool, wherein the communication information comprises bond key information;
analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers;
sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule;
sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and receiving the request quotation message from the request quotation message window by the trader and executing the processing.
Further, the analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information includes:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
Further, the sending the confirmed request quote message to the request quote message window of the bond trading system for displaying the request quote message includes:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
Preferably, the communication tool of the sales associate includes mail, QQ and WeChat.
The present application is described in terms of flowcharts and/or block diagrams of methods, apparatus (systems), computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a device includes one or more processors (CPUs), memory, and a bus. The device may also include input/output interfaces, network interfaces, and the like.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip. The memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in the process, method, article, or apparatus that comprises the element.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (10)
1. A bond inquiry transaction message docking method is characterized in that based on a preset request and quotation message window, the request and quotation message window simultaneously comprises an external request and an internal request of an organization, and is provided with functions of wind control filtering, countdown sequencing, processing state sequencing and key information display, and the method comprises the following steps:
acquiring communication information from a communication tool of a sales communication person through an interface of the communication tool, wherein the communication information comprises bond key information;
analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, bond quantity, counterparties and bond issuers;
sending the bond key information as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule;
sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and receiving the request quotation message from the request quotation message window by the trader and executing the processing.
2. The method according to claim 1, wherein the parsing the communication information through semantic analysis technology to obtain corresponding bond key information comprises:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
3. The method of claim 1, wherein the sending the confirmed request for quote message to the request for quote message window of the bond trading system for the presentation of the request for quote message comprises:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
4. The method of claim 1, wherein the communication tools of the sales associate include mail, QQ, and WeChat.
5. A bond inquiry transaction message docking device is characterized in that based on a preset request and quotation message window, the request and quotation message window simultaneously comprises an external request and an internal request of an organization, and is provided with functions of wind control filtering, countdown sequencing, processing state sequencing and key information display, and the device comprises:
the system comprises a first processing unit, a second processing unit and a third processing unit, wherein the first processing unit is used for acquiring communication information from a communication tool of a sales communication person through an interface of the communication tool, and the communication information comprises bond key information;
the second processing unit is used for analyzing the communication information through a semantic analysis technology to obtain corresponding bond key information, wherein the bond key information at least comprises bond price, amount, transaction opponent and bond issuer;
the third processing unit is used for sending the bond key information serving as a request quotation message to a communication tool of the sales communication person, and adjusting and confirming the request quotation message in batches according to a preset rule;
the fourth processing unit is used for sending the confirmed request quotation message to the request quotation message window of the bond trading system to display the request quotation message;
and the fifth processing unit is used for receiving the request quotation message from the request quotation message window by the trader and executing the processing.
6. The apparatus according to claim 5, wherein the second processing unit is specifically configured to:
removing adjectives in the communication information through the semantic analysis technology, and performing characteristic division on the communication information to obtain initial characteristics corresponding to the communication information;
capturing features associated with the initial features in the context by using a logarithmic bilinear model with a weighted least square target to obtain associated features corresponding to the communication information, and determining the meaning designated by each feature;
performing group division on the communication information by adopting a collaborative filtering mode to obtain corresponding group characteristics;
and combining the initial features, the associated features and the group features to obtain corresponding key information of the bonds.
7. The apparatus according to claim 5, wherein the fourth processing unit is specifically configured to:
carrying out wind control inspection on the confirmed request quotation message, and displaying a wind control result according to a preset format to realize wind control filtering;
and preferentially displaying the confirmed request quotation messages according to set time, and displaying the request quotation messages according to time descending order.
8. The apparatus of claim 5, wherein the communication means of the sales associate includes mail, QQ and WeChat.
9. A storage medium comprising a stored program, wherein the program, when executed, controls a device on which the storage medium resides to execute the bond inquiry transaction message docking method according to any one of claims 1 to 4.
10. An electronic device comprising at least one processor, and at least one memory, bus connected to the processor; the processor and the memory complete mutual communication through the bus; the processor is configured to invoke program instructions in the memory to perform the bond inquiry transaction message docking method of any of claims 1 to 4.
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