KR20170073417A - System for response correspond to mobile message - Google Patents

System for response correspond to mobile message Download PDF

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Publication number
KR20170073417A
KR20170073417A KR1020150182385A KR20150182385A KR20170073417A KR 20170073417 A KR20170073417 A KR 20170073417A KR 1020150182385 A KR1020150182385 A KR 1020150182385A KR 20150182385 A KR20150182385 A KR 20150182385A KR 20170073417 A KR20170073417 A KR 20170073417A
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South Korea
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character
intelligent automatic
server
mobile terminal
automatic response
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KR1020150182385A
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Korean (ko)
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서철욱
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서철욱
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Priority to KR1020150182385A priority Critical patent/KR20170073417A/en
Publication of KR20170073417A publication Critical patent/KR20170073417A/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/42Systems providing special services or facilities to subscribers
    • H04M3/487Arrangements for providing information services, e.g. recorded voice services or time announcements
    • H04M3/493Interactive information services, e.g. directory enquiries ; Arrangements therefor, e.g. interactive voice response [IVR] systems or voice portals
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12Messaging; Mailboxes; Announcements

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  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Telephonic Communication Services (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The present invention relates to an intelligent automatic text response system. The present invention provides an intelligent automatic response system including a mobile terminal 100, a communication network 300 and an intelligent automatic response server 200. The intelligent automatic response system includes a mobile terminal 100, The intelligent automatic response server 200 analyzes the meaning of the received character content from the mobile terminal 100, generates a character answer to the inquiry content, and transmits the character response to the mobile terminal 100 100) within a predetermined period of time.
As a result, the intelligent automatic text response system improves the corporate image, improves the customer satisfaction and service level, reduces the cost of operators, and facilitates the management of statistical data.

Description

[0001] The present invention relates to an intelligent automatic text correspondence system,

More particularly, the present invention provides a Mobile Originated (MO) service capable of simultaneously receiving a telephone call and a text message because the conventional telephone number used in a customer center is used as it is. The present invention relates to an intelligent automatic text response system for facilitating communication of a language / hearing-impaired person through a text consultation, which is the most effective customer consultation method.

In the public institution and corporate customer center consultation service, voice ARS service that always flows first when making a telephone call frequently occurs when the user is forced to hang up after hearing the announcement that all agents are busy. In this case, if the call is kept while listening to the announcement that the call is in progress, the service charge is provided to the representative telephone number nationwide separately from the unlimited rate plan of the telecommunications company.

Accordingly, in the related art, there is a need to develop a technique for allowing a user who wants to consult a user to listen to an accurate answer without waiting for a long time until the connection of the agent is made through a quick connection without connection delay such as a service guide based on repeated waiting music.

Korean Patent Registration No. 10-135467310-2015-0016862 "Automatic Response Text Service System and Method in Mobile Communication Network" Korean Patent Registration Registration No. 10-0554373 entitled " Automatic voice response integrated service device and method thereof " Korean Patent Registration No. 10-0624531 entitled " Method of providing an automatic answering service by letter to a mobile communication terminal user "

SUMMARY OF THE INVENTION The present invention has been made to solve the above-mentioned problems, and it is an object of the present invention to provide an intelligent automatic text response system for providing a communication convenience service of a language weak / hearing impaired person.

In addition, the present invention provides an intelligent automatic text response system for enhancing user satisfaction and cost savings of an operator based on a useful character service that can replace an inconvenient voice ARS.

In addition, the present invention provides an intelligent automatic text response system for allowing a public telephone number to be received and consulted 24 hours a day, 365 days a year, without using an existing general telephone number.

However, the objects of the present invention are not limited to the above-mentioned objects, and other objects not mentioned can be clearly understood by those skilled in the art from the following description.

In order to achieve the above object, in an intelligent automatic response system according to an embodiment of the present invention, in an intelligent automatic response system including a mobile terminal 100, a communication network 300, and an intelligent automatic response server 200, When the intelligent auto attendant server 200 inquires of the intelligent auto attendant server 200 via the communication network 300 with a general wired telephone number assigned to the intelligent automatic response server 200, And provides an artificial intelligent real-time consulting service that automatically answers characters within a predetermined time by the mobile terminal 100 after generating a character answer to the inquiry contents.

The intelligent automatic response server 200 may transmit the service result text message to the mobile terminal 100 based on the analysis result of the text message received through the mobile terminal 100, It is preferable to synchronize and provide the data through the communication unit 500 as well.

The intelligent automatic response server 200 may also be configured to use a chatting server 250 corresponding to an intelligent chat robot and a system connector controller 240 corresponding to a search engine, When the resultant text message is provided to the mobile terminal 100, the connection of the mobile terminal 100 is analyzed through the user interface 210, the channel dispatcher module 220 allocates and manages the channel, Extracts information by interfacing with the external system 600 and the knowledge DB 700 corresponding to the internal / external system to analyze and provide the channel input by the system connector controller unit 240, It is preferable that the extracted information is generated in response to a text message by the chatting server (250) and transmitted to the user interface (210).

In addition, in the present invention, the conversation processing core engine (Chatting Server) 250, which is an intelligent chat robot, receives user characters from the user interface 210 and receives user characters from the language DB 700a And recognizes the intention through the language processing by the dialogue management DB 700b and acquires one character among the position information, the telephone number, and the information (weather, recommendation) according to the intention from the internal / external system 600 in accordance with the intention, It is desirable to provide a message response to the mobile terminal 100.

In addition, the intelligent chat robot includes a natural language processing search engine 250b for understanding the intention and meaning derived from the intelligent conversation agent 250a and the intelligent conversation agent 250a and providing information. do.

In addition, the intelligent chat robot extracts information according to a user's intention to provide active information using the intelligent conversation agent 250a and the natural language processing search engine 250b, and provides a greeting service function for each customer / , A marketing event linking tool function using a URL, and a marketing information push service function using a messenger.

The intelligent automatic responding server 200 may be configured to perform SSL (Secure Sockets Layer) by the character sending system 800, DB encryption, and web vulnerability. It is preferable that the character sending agent 900 performs encryption of a packet when sending a character.

It is also preferable that the intelligent automatic response server 200 provides character information only when the authentication of the user is approved at the time of sending the character by the character sending system 800. [

The intelligent automatic text correspondence system according to the embodiment of the present invention provides the improvement of the corporate image, the improvement of the customer satisfaction and the service level, the cost reduction of the operator, and the ease of managing various statistical data by building an intelligent automatic character response system with qualitative expectation effect do.

In addition to not only enhancing corporate image through provision of communication convenience services for language / hearing impaired people, which is the first one, the corporate image enhancement effect, but also a sign language counselor and sign language counselor for consultation of language and hearing- Because it is necessary, we get job creation (general letter consultation service) effect through recruitment.

Second, by improving customer satisfaction and service level (SLA), users can solve many potential complaints in customer centers due to the difficulty of voice ARS and agent connection, improve response rate and reduce response time / 365 days, 24 Time operation is possible, and it is possible to reduce mis-processing and mis-guide.

Thirdly, it is possible to reduce the cost of the operator, to receive the desired answer without waiting for the increase of the self service utilization rate which does not need the agent connection, to save the cost due to the reduction of the voice agent incoming call, Thereby providing a significant cost saving effect.

Fourth, it facilitates the analysis / management of various statistical data, so it is very easy to analyze, statistically / manage inquiry contents, classification, ratio, etc. compared with voice transcripts, and it is unnecessary to convert call center transcripts into text.

Further, the intelligent automatic text response system according to the embodiment of the present invention provides the effect of reducing the waiting time, the payment fee, and the management cost by reducing the consulting processing rate of the ARS agent with the quantitative expectation effect.

BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a diagram showing the concept of an intelligent automatic response system according to an embodiment of the present invention; FIG.
2 is a diagram showing the configuration of an intelligent automatic response system according to an embodiment of the present invention.
3 is a view for explaining an intelligent chat robot and a search engine system module provided in an intelligent automatic response server among intelligent automatic response systems according to an embodiment of the present invention.
4 is a diagram illustrating a service flow diagram and an arrangement of an intelligent chat robot by an intelligent chat robot in an intelligent automatic response server among intelligent automatic response systems according to an embodiment of the present invention.
5 to 7 are views showing a user interface (UI) screen in which an intelligent text consulting service implemented by a mobile terminal in an intelligent automatic response system according to an embodiment of the present invention is implemented;
8 is a diagram for explaining an additional configuration for implementing an interactive character automatic response service in an intelligent automatic response system according to an embodiment of the present invention;

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, a detailed description of preferred embodiments of the present invention will be given with reference to the accompanying drawings. In the following description of the present invention, detailed description of known functions and configurations incorporated herein will be omitted when it may make the subject matter of the present invention rather unclear.

In the present specification, when any one element 'transmits' data or signals to another element, the element can transmit the data or signal directly to the other element, and through at least one other element Data or signal can be transmitted to another component.

1 is a diagram illustrating a concept of an intelligent automatic response system according to an embodiment of the present invention.

Referring to FIG. 1, when an intelligent automatic response system inquires a general wired telephone number assigned to an intelligent automatic response server 200 by a user using a mobile terminal 100, The artificial intelligence real-time consulting system that analyzes the meaning of the contents of the received text from the terminal 100 and appropriately answers the inquiry contents, and then automatically answers the user's mobile terminal 100 within a preset time (e.g., 5 seconds) Service.

1, the intelligent automatic response server 200 is an application field and can be used for communication, financial / card, telephone number, real estate, job search, weather, lottery, By performing the process of character semantic analysis, information retrieval, dialog processing (character generation) and context maintenance through intelligent chat robot and search engine system module by searching natural language according to meaning analysis of character information, finally, based on MO service system And performs character transmission to the mobile terminal 100 by receiving a normal wire telephone number character. In the present invention, 'MO' is an abbreviation of 'Mobile Originated', which means a service for receiving and processing characters of the mobile terminal 100 in a computer system.

2 is a diagram illustrating the configuration of an intelligent automatic response system according to an embodiment of the present invention. Referring to FIG. 2, the intelligent automatic response system is an " intelligent text consulting service " that provides information to the user of the mobile terminal 100 in real time. The user attempts to establish a telephone connection with the agent through the telephone automatic response system (ARS) The customer center operation company can automatically reduce the maintenance cost by providing the necessary information to the customer and improve the quality of life by providing appropriate communication convenience service for about 280,000 people with language / hearing impairment in Korea .

That is, the intelligent automatic response system transmits a text message received through the mobile terminal 100 of the user to the mobile terminal 100 through the communication network 300 based on the analysis result by the intelligent automatic response server 200, And performs interworking with the home page server 400 of the company and the SNS text message server 500 (e.g., KakaoTok server).

Here, the communication network 300 is a communication network that is a high-speed period network of a large communication network capable of a large-capacity, long-distance voice and data service, and may be a next generation wired and wireless network for providing Internet or high-speed multimedia service. When the communication network 300 is a mobile communication network, it may be a synchronous mobile communication network or an asynchronous mobile communication network. As an embodiment of the asynchronous mobile communication network, a WCDMA (Wideband Code Division Multiple Access) communication network is exemplified. In this case, although not shown in the drawing, the communication network 300 may include an RNC (Radio Network Controller). Meanwhile, although the WCDMA network is exemplified, it may be a next generation communication network such as a 3G LTE network or a 4G network, or an IP network based on other IP. The communication network 300 transmits signals and data between the mobile terminal 100, the intelligent automatic response server 200, and other systems.

FIG. 3 is a block diagram illustrating a chatting server 250 corresponding to an intelligent chat robot provided in the intelligent automatic response server 200 of the intelligent automatic response system according to an embodiment of the present invention, And a system connector controller unit (240).

The module in the present invention may mean a functional and structural combination of hardware for carrying out the technical idea of the present invention and software for driving the hardware. For example, the module may mean a logical unit of a predetermined code and a hardware resource for executing the predetermined code, and it does not necessarily mean a physically connected code or a kind of hardware. Can be easily deduced to the average expert in the field of < / RTI >

Referring to FIG. 3, the intelligent automatic response system analyzes a user's connection through a user interface 210 and allocates and manages a channel by a channel dispatcher module 220, and a system connector the controller 240 extracts information by interfacing with the external system 600 and the knowledge DB 700 corresponding to the internal / external system to analyze and provide the channel input by the controller unit 240, And transmits it to the user interface 210 in response to a text message by a core engine (Chatting Server) 250.

4 is a diagram illustrating a service flow diagram and an arrangement of an intelligent chat robot by the intelligent chat robot in the intelligent automatic response server 200 of the intelligent automatic response system according to the embodiment of the present invention.

4A, the intelligent chat robot receives a user character from the user interface 210, extracts a language of a character of the user of the mobile terminal 100 from the language DB 700a, And provides the user of the mobile terminal 100 with the location information, the telephone number, and various information (weather, recommendation, etc.) according to the intention from the internal / external system 600 according to the intention. The internal / external service provided in the internal / external system 600 can provide various services using the search.

In the present specification, a DB may mean functional and structural combination of software and hardware for storing information corresponding to each database. The DB may be implemented as at least one table, and may further include a separate DBMS (Database Management System) for searching, storing, and managing information stored in the database. Also, it can be implemented in various ways such as a linked-list, a tree, and a relational database, and includes all data storage media and data structures capable of storing information corresponding to a database.

4B, the automated answering technology of the intelligent auto attendant system is largely divided into an intelligent conversation agent 250a, a natural language processing unit 250b that can grasp the intention and meaning derived from the intelligent conversation agent 250a, And a search engine 250b.

The intelligent chat robot extracts and provides information according to the user's intention to provide active information by using the intelligent conversation agent 250a and the natural language processing search engine 250b, Event linking tool, and marketing information push service through messenger.

In addition, the intelligent automatic response system can provide a channel dispatcher, a push service, a life information service, and an entertainment service, as well as providing interlocking of FAQ, shortcut, external information monitoring system corresponding to various service functions with various options have.

In addition, the intelligent automatic response system applies a self-developed index DB structure to minimize the search / index time corresponding to the search function, performs search / index time reduction using the Mori cache, Provides quick search function.

In addition, the intelligent automatic response system provides the interworking service function, the legacy system interworking service function, the legacy DB interworking service function, the external information gathering and inquiry service function, the FAQ, and the interworking service.

In addition, the intelligent automatic response system provides a channel dispatcher module using a variety of channels, a multi-channel dialog interface, a messenger-type web interface, a web, and various messenger interfaces.

In addition, the intelligent automatic response system is a JAVA-based solution to maintain system compatibility. It can be installed and operated without regard to OS (Windows, Linux, UNIX ...) and has the advantage of applying API to various development platforms.

5 to 7 are views showing a user interface (UI) screen in which an intelligent text consulting service implemented by the mobile terminal 100 of the intelligent automatic response system according to the embodiment of the present invention is implemented.

Referring to FIG. 5, the intelligent automatic response server 200 receives a text message from a mobile terminal 100 to inform a telephone number of Chungbuk National University, a pizza guy at Gyeonggi-dong, and a lawyer near Cheongju City Hall. 5 seconds) within a short time.

On the other hand, in FIG. 6A, when the mobile terminal 100 transmits a query to the communication company about the current cellular phone charge for this month, the current plan, etc., It is possible to receive artificial intelligence real-time consulting service that automatically answers.

8 is a diagram illustrating an additional configuration for implementing an interactive character automatic response service in an intelligent automatic response system according to an embodiment of the present invention.

8, the intelligent automatic response system further includes a text sending system 800 and a text sending agent 900 in addition to the intelligent automatic response server 200, so that the intelligent automatic response server 200 can send a text message to the text sending system 800 ), DB encryption, and web vulnerability, and the character sending agent 900 performs encryption of a packet when sending a character.

Meanwhile, in the intelligent automatic response system, three types of bidirectional character types between the mobile terminal 100 and the intelligent automatic response server 200 are used: smart SMS, smart LMS, and smart MMS. Smart SMS can send and confirm personalized URLs with 90 bytes. Smart LMS can send and verify personalized URLs with 2,000 bytes. Smart MMS can send personalized MMS images. On the other hand, in the case of a smart phone which is the mobile terminal 100, it is possible to perform a function of sending and checking personalized URLs.

The intelligent automatic response server 200 does not need to construct a mobile web by utilizing the URL message authoring tool and provides an advantage that the personalized contents can be uploaded in real time. In addition, the intelligent automatic response server 200 provides connection statistics and control management functions for individual URLs, enables individual transmission of survey respondent information, and enables confirmation of customer response.

The mobile terminal 100 can receive the scenario reply character service with the phrase automatically set as if chatting about the inquiry about the character sent to the representative number of the intelligent automatic response server 200. [

Through the interactive text automatic response service, it is possible to provide the reinforcement of corporate competitiveness through the introduction of the bidirectional text solution and innovation of customer message marketing and use of stable service.

In addition, the intelligent automatic response server 200 can provide the character information only when the authentication of the user is approved at the time of sending the character by the character sending system 800. [

That is, the intelligent auto attendant server 200 receiving the text message regarding the cellular phone charge of the mobile terminal 100 this time, the cellular phone charge for the present month, the payment plan, etc., One Time CID) security authentication method.

Specifically, a business server and an authentication server of a communication company are utilized to use OTC (One Time CID) security authentication method for authentication. The communication company business server retrieves the telephone number of the mobile terminal 100 from the customer information stored in the DB server, and the business server transmits the user telephone number to the authentication server.

Accordingly, the authentication server selects a random outgoing telephone number and generates a disposable authentication number. Thereafter, the authentication server performs a call connection to the received user phone number, wherein the calling party number utilizes the generated random outgoing phone number and the disposable authentication number. In other words, the authentication server adds a one-time authentication number (six digits) to the user in addition to the outgoing calling number in response to the authentication request from the business server.

Accordingly, the mobile terminal 100 performs a call connection, and terminates the call connection with the authentication server after receiving the approval or rejection input from the user according to the ARS message. Then, the mobile terminal 100 encrypts the disposable authentication number displayed in the user application (APP) and automatically inputs the disposable authentication number to the business server, the business server receives the authentication number transmitted from the user app, To the authentication server.

After the authentication server decrypts the received authentication number, the authentication server determines whether the authentication is rejected or rejected from the mobile terminal 100, and determines whether the decrypted authentication number is matched. If the decrypted authentication number matches the generated authentication number, the authentication server approves the authentication. If the decrypted authentication number does not match the authentication number, the authentication server rejects the authentication.

That is, the authentication server checks whether the one-time authentication number received from the business server is the same as the authentication number issued by the authentication server, and transmits an ARS authentication result and an authentication number check result to the business server.

When the authentication is approved, the business server sends the authentication result to the intelligent automatic response server 200 to provide an answer in response to the inquiry.

Such OTC (One Time CID) security authentication method can replace SMS authentication and provides information security effect and information leakage prevention effect.

The present invention can also be embodied as computer-readable codes on a computer-readable recording medium. A computer-readable recording medium includes all kinds of recording apparatuses in which data that can be read by a computer system is stored.

Examples of the computer-readable recording medium include a ROM, a RAM, a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device and the like, and also implemented in the form of a carrier wave (for example, transmission over the Internet) .

The computer readable recording medium may also be distributed over a networked computer system so that computer readable code can be stored and executed in a distributed manner. And functional programs, codes, and code segments for implementing the present invention can be easily inferred by programmers skilled in the art to which the present invention pertains.

As described above, preferred embodiments of the present invention have been disclosed in the present specification and drawings, and although specific terms have been used, they have been used only in a general sense to easily describe the technical contents of the present invention and to facilitate understanding of the invention , And are not intended to limit the scope of the present invention. It is to be understood by those skilled in the art that other modifications based on the technical idea of the present invention are possible in addition to the embodiments disclosed herein.

100: mobile terminal 200: intelligent automatic response server
300: communication network 400: home page server
500: SNS text message server 600: External system
700: Knowledge DB 800: Text sending system
900: Text sending agent

Claims (9)

In an intelligent automatic response system including a mobile terminal (100), a communication network (300), and an intelligent automatic response server (200)
When the mobile terminal 100 inquires of a general wired telephone number assigned to the intelligent automatic response server 200 through a communication network 300 in a text message, the intelligent automatic response server 200 And provides an artificial intelligence real-time consulting service for analyzing the meaning of the received character contents, generating a character answer to the inquiry contents, and automatically responding to the character within a preset time by the mobile terminal (100) Response system.
The system according to claim 1, wherein the intelligent automatic response server (200)
Characterized in that a natural language searching and an answering process according to the meaning analysis of the character information received from the mobile terminal (100) is performed through a process of character semantic analysis, information retrieval, conversation processing (character generation) Response system.
The system according to claim 1, wherein the intelligent automatic response server (200)
When the service result text message is provided to the mobile terminal 100 based on the analysis result of the text message received through the mobile terminal 100, the service result text message is synchronized through the homepage server 400 and the SNS text message server 500 Wherein the intelligent automatic response system comprises:
The system according to claim 1, wherein the intelligent automatic response server (200)
A service result text message is transmitted to the mobile terminal 100 using a chatting server 250 corresponding to an intelligent chat robot and a system connector controller 240 corresponding to a search engine When provided,
A channel dispatcher module 220 performs channel allocation and management by analyzing the connection of the mobile terminal 100 through a user interface 210 and a system connector controller unit 240, Extracts information by interworking with the external system 600 and the knowledge DB 700 corresponding to the internal / external system to analyze and provide the channel, and then transmits the extracted information to the conversation processing core engine (Chatting Server) Is generated in response to a text message by the user interface (250) and transmitted to the user interface (210).
The method of claim 4,
The chatting server 250 that is an intelligent chat robot receives a user character from the user interface 210 and extracts a language for the character of the user of the mobile terminal 100 from the language DB 700a And the text message response of one of the location information, the telephone number, and the information (weather, recommendation) according to the intention from the internal / external system 600 in accordance with the intention by means of the language processing by the dialog management DB 700b, To the terminal (100).
The chat robot according to claim 5,
An intelligent conversation agent 250a and a natural language processing search engine 250b capable of understanding the intention and meaning derived from the intelligent conversation agent 250a and providing information.
7. The intelligent chat robot according to claim 6,
Time greeting service function, a marketing event connection tool function using a conversation, a function of connecting a marketing event using a conversation, and a function of connecting a marketing event using a conversation, And provides a marketing information push service function via a messenger.
The method of claim 7,
The intelligent automatic response server 200 can perform SSL (Secure Sockets Layer) execution, DB encryption, and Web vulnerability by the character sending system 800 in the case where the character sending system 800 and the character sending agent 900 are additionally provided And to cause the character sending agent (900) to perform encryption of the packet upon sending of the character.
The method of claim 7,
Wherein the intelligent automatic response server (200) provides the character information only when the authentication of the user is approved at the time of sending the character by the character sending system (800).
KR1020150182385A 2015-12-19 2015-12-19 System for response correspond to mobile message KR20170073417A (en)

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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019088387A1 (en) * 2017-11-06 2019-05-09 주식회사 원더풀플랫폼 State display information transmission system using chatbot
KR20190080288A (en) * 2017-12-28 2019-07-08 이원로 System and method for providing customer center platform service using omni channel
KR20200087016A (en) * 2019-01-10 2020-07-20 나영혜 Method for providing lbs based placing order placement processing service using chatting agent and chatbot
KR20200115007A (en) * 2019-03-29 2020-10-07 (주) 미스터멘션 Recommendation system for concierge service using chatbot system
KR20210025208A (en) * 2019-08-27 2021-03-09 주식회사 메세지큐엔에이 Text message counseling system for improving information accessibility of deaf/nonspeaker

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019088387A1 (en) * 2017-11-06 2019-05-09 주식회사 원더풀플랫폼 State display information transmission system using chatbot
US11012382B2 (en) 2017-11-06 2021-05-18 1Thefull Platform Limited State display information transmission system using chatbot
KR20190080288A (en) * 2017-12-28 2019-07-08 이원로 System and method for providing customer center platform service using omni channel
KR20200087016A (en) * 2019-01-10 2020-07-20 나영혜 Method for providing lbs based placing order placement processing service using chatting agent and chatbot
KR20200115007A (en) * 2019-03-29 2020-10-07 (주) 미스터멘션 Recommendation system for concierge service using chatbot system
KR20210025208A (en) * 2019-08-27 2021-03-09 주식회사 메세지큐엔에이 Text message counseling system for improving information accessibility of deaf/nonspeaker

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