KR101485829B1 - Home thin-client in-home information mining-processing system using assist gateways in dual-cloud network, an operation method of the same, and computer-readable recording medium for the same - Google Patents
Home thin-client in-home information mining-processing system using assist gateways in dual-cloud network, an operation method of the same, and computer-readable recording medium for the same Download PDFInfo
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- KR101485829B1 KR101485829B1 KR20140051093A KR20140051093A KR101485829B1 KR 101485829 B1 KR101485829 B1 KR 101485829B1 KR 20140051093 A KR20140051093 A KR 20140051093A KR 20140051093 A KR20140051093 A KR 20140051093A KR 101485829 B1 KR101485829 B1 KR 101485829B1
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Abstract
Description
The present invention relates generally to a home thin client premises information collection and processing system for collecting and analyzing home activity information using an assist gateway built on a cloud basis and for controlling a home device by building virtualization software of a home device in an assist gateway .
In particular, the present invention separates home activity information collected by the assistant gateway into a dual system by configuring the cloud system in a home cloud installed in the home and a public cloud installed in a remote location. For this purpose, the home cloud handles sorting of search history rankings, managing related query terms, extracting search characteristics by home devices, analyzing usage patterns for each home device, and analyzing user behavior patterns. In addition, the public cloud performs integrated application information processing for a large number of homes to provide a link management service for a home cloud server and a portal search server, a health management service, a home security management service, a user and home device monitoring service, , User scheduling and alarm service, and big data analysis to provide customized advertisement services by time zone, region, and device.
Recently, digital video compression, digital modulation and demodulation, wired / wireless network communication and the like have rapidly developed, and various digital image processing devices such as digital TV, digital set-top box, IPTV, smart TV and media box have been used at home. Such a digital image processing device can retrieve and retrieve various contents-related additional data without departing from the conventional passive method of simply viewing an image provided by a broadcasting station in a living room.
In addition, the use of smart phones and smart pads such as the personal portable terminal devices such as the iPhone, Android phone, iPad, and Galaxy Tab has been exploding in recent years. Now, even in the household, It has become common to search for and process information through it. Nowadays, smart dongles have been introduced, making it possible to use ordinary digital TVs like smart devices like smart pads.
Furthermore, with the opening of the Android platform by the US, many household appliances that have traditionally been used at home, such as refrigerators, washing machines, ovens and wall pads, are becoming smart devices. Recently, it has been attempted to apply Android technology to the house of a flower pot or a pet animal.
Accordingly, various communication technologies and terminal devices exist in the home while performing their respective functions. In the past, home devices have been faithful to their own functions, and users are satisfied with such services. However, all of these home devices are configured in a digital manner and can realize a network connection function, so that it is expected that synergy effect can be sufficiently achieved by carrying out an analysis of an upper concept while exchanging information with each other.
Accordingly, there is a need for a technique for connecting a plurality of home devices existing in a home to a cloud system, collectively analyzing data generated individually, and providing a high-dimensional service to the user through the comprehensive analysis.
1. Korean Patent Application No. 10-2002-7017574 entitled "Distributed Computing Service Platform"
2. Korean Patent Application No. 10 2011-0112106 entitled " Service system and method for providing service in digital receiver "
3. Korean patent application No. 10-2012-0072742 "Application providing device and method for processing big data"
4. Korean Patent Application No. 10-2012-0134786 "Big data service method for drivers using cloud service and system therefor"
5. Korean Patent Application No. 10-2012-7024424 entitled "Information Integrated Control System and Information Processing Program, Social Infrastructure Operation System, Operation Method, Local Device, Server Device and Program"
6. Korean Patent Application No. 10-2012-7017462 entitled "Scalable Local IP Access to Integrated Gateway in Hybrid Network"
7. Korean Patent Application No. 10-2012-7021659 "Personalized Vocabulary for Digital Assistant"
8. Korean Patent Application No. 10-2013-0113253 "Keyword cloud providing server and keyword cloud providing method using the same"
An object of the present invention is to provide a home thin client premises information collection and processing system for collecting and analyzing home activity information using a cloud-based assist gateway and for controlling home devices by building virtualization software of a home device in an assist gateway .
According to an aspect of the present invention, there is provided a system for collecting and processing home activity information, which collects and processes home activity information using an assist gateway connected to a dual cloud network composed of a home cloud and a public cloud, An assist gateway (100) for communicating with the home device (100), collecting search details generated by the home device (100) and generating indoor activity information; A home cloud server for operating a home cloud connected to an assist gateway and operating an analysis service for home activity information, the home cloud server continuously receiving search history from the assist gateway, ranking the search history according to the frequency of use of the search word, A home cloud server 200 for classifying and analyzing search details for each home device to extract device-specific search characteristics to generate domestic analysis data; A public cloud server for operating a public cloud connected to a plurality of home clouds and receiving house analysis data from a plurality of home cloud servers and providing an integrated application information processing service, the public cloud server comprising a search history of upper ranking, And generates customized advertisement service data according to at least one of time zones, regions, and devices, and provides the advertisement service data to an external advertisement server to provide customized advertisement contents corresponding to the customized advertisement service data to the home device through the assist gateway And a cloud server (300).
At this time, the assist gateway 100 communicates with the home device to further collect usage history of the device function, to incorporate it into the in-house activity information, to implement a virtualization middleware layer for remote control, and the home cloud server 200, A home security management service, and a user service scheduling service based on a behavior pattern of a user, and the public cloud server 300 analyzes a usage pattern for each home device, And a service alarm service to the assist gateway through the home cloud server to remotely control the home device by the virtualization middleware layer.
In the present invention, the public cloud server 300 links the home cloud server and the external portal search server to provide an associated search word for the search history of the higher ranking from the portal search server to the home cloud server, ) Extracts device-specific search characteristics by reflecting the associated search terms. Also, the assist gateway and the home cloud server are installed in the house, and the public cloud server is installed in the remote place and can be connected to the home cloud server through the Internet.
According to another aspect of the present invention, there is provided a home activity information collection and management method of a home thin client structure for collecting and processing home activity information using an assist gateway connected to a dual cloud network composed of a home cloud and a public cloud ,
A first step of the assisting gateway communicating with one or more home devices existing in the home and collecting search details generated in the home device; A second step of the assisting gateway collecting the collected search histories and generating in-house activity information; A third step in which the home cloud server operating the home cloud continuously receives in-house activity information from the assist gateway; A fourth step of the home cloud server sorting the search histories according to the frequency of use of search terms included in the search histories; A fifth step of the home cloud server classifying and analyzing the search history for each home device and extracting device-specific search characteristics; A sixth step in which a public cloud server connected to a plurality of home clouds and operating a public cloud providing an integrated application information processing service receives search ranking and search characteristics by device from the home cloud server; And a public cloud server analyzes the ranking and search characteristics of each device to provide customized advertisement contents according to at least one of time, region, and device to the home device through the assist gateway .
The home thin client premises information collection and management operating method of the present invention further comprises the steps of: assisting gateway communicates with one or more home devices to further collect usage history of device functions and include them in the in-house activity information; Analyzing a usage pattern for each home device from the collected usage history of the home cloud server and deriving a behavior pattern of the user by combining use patterns for a plurality of home devices; Generating a remote control command based on at least one of a healthcare service, a home safety management service, a user service scheduling, and a service alarm service based on a behavior pattern of a user, by a public cloud server; The public cloud server providing the remote control command to the assist gateway through the home cloud server; And remotely controlling the home device in response to the remote control command through the virtualization middleware layer implemented by the assist gateway.
In a seventh step of the present invention, the public cloud server analyzes the ranking-sorted search history and device-specific search characteristics to generate customized advertisement service data according to at least one of time periods, regions, and devices; Providing a public cloud server with customized advertisement service data to an external advertisement server; The assist gateway receiving customized advertisement content from an external ad server; And providing the assisting gateway with the customized advertisement contents to the home-use home device.
A method for collecting information on a home thin client premises according to the present invention includes the steps of: a public cloud server links a home cloud server with an external portal search server to receive an associated search word for a search history of a higher ranking from a portal search server, ; And the step of the home cloud server reflecting the association query in extracting the device-specific search characteristic.
Meanwhile, the computer-readable recording medium according to the present invention records a program for executing a method of operating a home thin client in-house information collection processing using the dual cloud-based assist gateway as described above.
According to the present invention, assist gateways installed in the home collect and transmit the behavior patterns, interests, and broadcast content preferences of a user exposed naturally at home to the cloud system, and the information in the individual home is analyzed in the home cloud server, The public cloud server collects the information analyzed first from many home cloud servers, statistically analyzes the information of all users, and provides meaningful information to the related service providers, thereby providing the best service to the user's interests and preferences There are advantages to be able to configure.
FIG. 1 is a diagram illustrating an overall configuration of a home thin client premises information collection and processing system using a dual cloud-based assist gateway according to the present invention;
2 is a flowchart illustrating a data processing process of the home thin client premises information collection processing system according to the present invention;
FIG. 3 is a flowchart illustrating a process of grasping a behavior pattern of a user in a home thin client premises information collection system according to the present invention and remotely controlling the home device accordingly;
4 is a flowchart illustrating a process of analyzing a search characteristic of a user and providing customized advertisement contents in a home thin client premises information collection processing system according to the present invention;
5 is a flowchart illustrating a process of establishing and managing a link between a home cloud server and an external portal search server by a public cloud server in a home thin client premises information collection processing system according to the present invention.
Hereinafter, the present invention will be described in detail with reference to the drawings.
1 is a diagram illustrating an overall configuration of a home thin client premises information collection and processing system using a dual cloud assist gateway 100 according to the present invention. Referring to the drawings, the home thin client premises information collection system according to the present invention includes an assist gateway 100, a home cloud server 200, and a public cloud server 300, and the external portal search server 500 And the
First, the assist gateway 100 is installed in the home and plays a role of collecting information (search history, usage history) from various home devices of the home device group 400. To this end, the assist gateway 100 communicates with one or more home devices existing in the home, and collects the usage history of the search history (search word, search result) and the device function generated in these home devices. Then, this information is collected, and the in-house activity information is generated and provided to the home cloud server 200 and the public cloud server 300, which will be described later.
In addition, the assist gateway 100 internally implements a virtualization middleware layer (software stack) for realizing resource virtualization for various home devices existing in the home, and responds to a remote control command of the public cloud server 300 So that the home device can be controlled.
The home cloud server 200 is an apparatus for operating a home cloud connected to the assist gateway 100 through a wired / wireless network and providing analysis service on home activity information. The home cloud server 200 continuously receives the search history from the assist gateway 100, sorting and sorting the search history according to the frequency of use of the search word, classifying and analyzing the search details for each home device, House analysis data is generated. In addition, the home cloud server 200 analyzes a usage pattern regarding how the user uses the function of the home device according to the home device from the collected usage history. Also, a usage pattern for a plurality of home devices is combined and analyzed through, for example, a pivot analysis tool to derive a user's behavior pattern for a plurality of home devices. Since the home cloud server 200 is provided to provide information analysis service for the corresponding home, it is preferable that the home cloud server 200 is installed in the home.
The public cloud server 300 is connected to a plurality of home clouds through the Internet and receives in house analysis data from a plurality of home cloud servers 200. In order to operate a public cloud providing integrated application information processing services using the same, Device. The public cloud server 300 receives the search history of the upper ranking and the search history of each home device from the home cloud server 200 in relation to the individual home, accumulates the information, analyzes the information, And the like. The public cloud server 300 individually generates customized advertisement service data and provides the customized advertisement service data to the
The public cloud server 300 generates remote control commands based on the behavior pattern of the user based on the health management service, the home security management service, the user scheduling and the alarm service, and transmits the generated remote control commands to the assist gateway 100 through the home cloud server 200 ). Since the virtualization middleware layer for resource virtualization is implemented in the assist gateway 100, the assist gateway 100 controls the home device in response to the remote control command.
The public cloud server 300 links the home cloud server 200 and the external portal search server 500 to receive an associated search word for the search history of the higher ranking from the portal search server 500, 200). The related search word is useful for extracting device-specific search characteristics from the home cloud server 200, but it is difficult to implement the home cloud server 200 itself because it requires reference to general search trends of other people. Accordingly, the public cloud server 300, which is responsible for the external interface, links the external search server 500 to the home cloud server 200 to utilize the external search engine.
Through the above-described configuration, the in-house information collection and processing system according to the present invention has a thin-client configuration as a whole. As a result, the software burden of home devices distributed to individual households is relaxed.
2 is a flowchart illustrating an overall data processing process performed by the assist gateway 100, the home cloud server 200, and the public cloud server 300 in the home thin client premises information collection processing system according to the present invention.
Step S100: First, as shown in FIG. 1, a home cloud and a public cloud are set, and the assist gateway 100 is connected to the home cloud. At this time, since the home cloud is a system for performing information analysis on home devices installed in the home, the home cloud server 200 is preferably installed in the home. Since the public cloud is connected to a plurality of home clouds and processes data integrally, it is preferable that the public cloud server 300 operating the public cloud is installed at a remote place via the Internet.
Step S110: The assist gateway 100 establishes wired / wireless data communication with a plurality of home devices existing in the home. As shown in FIG. 1, a home device to be a target of the present invention is a smart TV, a wall pad, a media box, a wearable health care device, a smart refrigerator, a smart pad, a smart phone, a smart watch, And so on. These devices have a network connection function to establish a communication channel with the assist gateway 100 according to the present invention.
Steps S120 and S130: The assist gateway 100 collects search histories generated in these home devices. The user repeatedly performs a search operation explicitly or implicitly using these devices, and the assistant gateway 100 collects the search history according to such search operation. In this case, the search history is made up of a search word and a search result, and it is preferable that the search result is not a general search result, but a search result selected by the user. The assist gateway 100 collects the search history of the home devices thus collected and generates the home activity information for the home. Meanwhile, it is desirable that the search history includes searches not only from general portal (google) but also from operating sites, videos (YouTube), music (Bugs, iTunes)
Steps S140, S150, and S160: The home cloud server 200 operating the home cloud continuously receives home access information for the home from the assist gateway 100. When the home activity information is received continuously, the search history for the home is accumulated. Then, the home cloud server 200 ranks and sorts the search history according to the frequency of use of the search words included in the accumulated search history. At this time, the home cloud server 200 classifies and analyzes search details for each home device, and extracts device-specific search characteristics. Since the usage field and purpose of each device are different from each other, the search patterns of users will be completely different. Accordingly, rather than performing a mixed analysis on the search words collected from these different types of devices, .
Step S170: Thereafter, the public cloud server 300 operating the public cloud receives the ranking-sorted search history and device-specific search characteristics from the plurality of home cloud servers 200. [
Step S 180: The public cloud server 300 analyzes the ranking-sorted search history and device-specific search characteristics, and transmits customized advertisement contents for each time period, region, and device to the home home device 100 through the assist gateway 100 . By collecting ranking-ordered search features and device-specific search characteristics from a large number of homes, for example, 30,000 households, the public cloud server 300 can statistically analyze these information to derive meaningful information. In the present invention, customized advertisement contents are provided to the home devices by time, region, and device utilizing the information. This will be described later with reference to FIG.
3 is a diagram illustrating a process in which a home thin client premises information collection processing system according to the present invention grasps a user's behavior pattern and remotely controls a home device accordingly.
Steps S200 and S210: First, the assist gateway 100 performs wired / wireless data communication with various home devices in the home, thereby collecting usage details of the device functions by the user. The assistant gateway 100 collects information on when the user uses the function, that is, the usage history, when the home device implements various functions according to each application. At this time, the assist gateway 100 includes the collected usage history in the home activity information. Accordingly, the home activity information generated by the assist gateway 100 includes the search history and the usage history.
Step S220: The home infrastructure TV information is transmitted to the home cloud as described above. The home cloud server 200 analyzes usage patterns for each home device from the usage details. For example, "Every Saturday from 6 pm to 7 pm the smart TV channel is set to 11" is the usage pattern.
Step S230: The home cloud server 200 also derives a behavior pattern of the user by combining usage patterns for a plurality of home devices. For example, the action pattern is that '10 minutes after playing a movie stored in the media box, the running signal is detected on the healthcare device and the video recording function is activated in Google Glass'.
Step S240: After analyzing the usage pattern for each home device and accumulating the process of deriving the behavior pattern of the user, the public cloud server 300 verifies the behavior pattern of the user. Based on the verified behavior pattern, the public cloud server 300 generates a remote control command for controlling the home device in accordance with the health management service, the home security management service, the user service scheduling, and the service alarm service.
Steps S250 and S260: As described above, the assist gateway 100 internally implements a virtualization middleware layer for realizing resource virtualization for various home devices existing in the home. Accordingly, when the public cloud server 300 provides the remote control command to the assist gateway 100 through the home cloud server 200, the assist gateway 100 transmits the remote control command to the home gateway 100 in response to the remote control command through the internally implemented virtualization middleware layer. Remotely control the device.
4 is a diagram illustrating a process in which a home thin client premises information collection and processing system according to the present invention analyzes customized search characteristics to provide customized advertisement contents. More specifically, FIG. 4 shows a technique for more specifically implementing step S180 in FIG.
First, the public cloud server 300 analyzes the ranking-sorted search history corresponding to the analysis result performed by the home cloud server 200 and the search characteristics of each device, And generates customized advertisement service data according to the above. By collecting ranking-ordered search features and device-specific search characteristics from a large number of homes, for example, 30,000 households, the public cloud server 300 can statistically analyze these information to derive meaningful information. It is a feature of the present invention that the assisting gateway 100 installed in the house collects the search details individually and can obtain fairly accurate information.
Step S182: The public cloud server 300 provides the derived customized advertisement service data to the
Steps S183 and S184: The assist gateway 100 receives the customized advertisement contents from the
5 is a diagram illustrating a process of establishing and managing a link between a home cloud server 200 and an external portal search server 500 in a public cloud server 300 in a home thin client premises information collection processing system according to the present invention FIG.
Step S400: First, the public cloud server 300 establishes a link for transmitting / receiving data between the home cloud server 200 and the external portal search server 500. Since the public cloud server 300 is responsible for the external interface, the home cloud server 200 does not have sufficient information about the portal search server 500. [ In the present invention, it is desirable to share roles among the cloud servers 200 and 300. Accordingly, it is necessary for the public cloud server 300 to establish a link between the home cloud server 200 and the portal search server 500 .
Steps S410 and S420: When the public cloud server 300 receives from the home cloud server 200 the search results of the top ranking generated by the assist gateway 100, the public cloud server 300 searches for the corresponding top ranking To the portal search server 500.
Step S430: The portal search server 500 may inquire the database stored therein to correspond to the received search history of the upper ranking and extract the associated search term. Then, the portal search server 500 provides the extracted related search word to the public cloud server 300. [
In step S440 and S440, the public cloud server 300 provides the associated query received from the portal search server 500 to the home cloud server 200, and the homeclassified server 200 searches for an associated query It is reflected in the extraction of device-specific search characteristics. By reflecting the related search term, the device-specific search characteristic extracted by the home cloud server 200 can be more abundantly configured.
The present invention can also be embodied in the form of computer readable code on a computer readable recording medium. At this time, the 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, and the like, and may be implemented in the form of a carrier wave . The computer-readable recording medium can also be stored and executed by a computer-readable code in a distributed manner on a networked computer system. And functional programs, codes, and code segments for implementing the present invention can be easily deduced by programmers skilled in the art to which the present invention belongs.
As described above, the 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 is not intended to limit the scope of the invention. It will be apparent to 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: assist gateway
200: Home Cloud Server
300: Public cloud server
400: home device group
500: Portal Search Server
600: ad server
Claims (9)
An assist gateway (100) for communicating with at least one home device existing in the home to collect search details generated in the home device to generate home activity information;
And a home cloud server connected to the assist gateway for operating a home cloud providing analysis service on the activity information of the home, wherein the home cloud server continuously receives the search history from the assist gateway and searches the search history according to the frequency of use of the search word, A home cloud server 200 for classifying and analyzing the search history for each home device to extract device-specific search characteristics to generate domestic analysis data;
A public cloud server for operating a public cloud connected to a plurality of home clouds and receiving house analysis data from a plurality of home cloud servers to provide an integrated application information processing service, the public cloud server comprising: Customized advertisement service data according to at least one of time, region, and device is generated and provided to an external advertisement server, and customized advertisement contents according to the customized advertisement service data are transmitted to the home device through the assist gateway A public cloud server 300 to be provided;
A home cloud information acquisition and processing system using a dual cloud based assistant gateway configured to include a home cloud client.
The assist gateway 100 further communicates with the one or more home devices to further collect usage history of the device functions and include the virtual activity middleware layer for remote control in the home activity information,
The home cloud server 200 analyzes a usage pattern for each home device from the collected usage history, derives a behavior pattern of a user by combining use patterns for a plurality of home devices,
The public cloud server 300 generates a remote control command based on at least one of a health management service, a home security management service, a user scheduling and an alarm service based on the behavior pattern of the user, Wherein the virtualization middleware layer remotely controls the home device by providing the virtual home network layer as a gateway to the virtual home network layer.
The public cloud server 300 links the home cloud server with an external portal search server to provide an associated search word for search history of an upper ranking from the portal search server to the home cloud server,
The home cloud server 200 extracts the device-specific search characteristics by reflecting the associated search term. The home cloud client information acquisition and processing system using the dual cloud assist gateway may further comprise:
Wherein the assistant gateway and the home cloud server are installed in a house, and the public cloud server is installed in a remote place and is connected to the home cloud server through the Internet. Collection processing system.
A first step of the assisting gateway communicating with at least one home device existing in the home and collecting search details generated in the home device;
A second step of the assisting gateway collecting the collected search history and generating in-house activity information;
A third step in which the home cloud server operating the home cloud continuously receives the in-house activity information from the assist gateway;
A fourth step of the home cloud server ranking the search history according to the frequency of use of the search words included in the search history;
A fifth step of the home cloud server classifying and analyzing the search history for each home device and extracting device-specific search characteristics;
A sixth step in which a public cloud server connected to a plurality of home clouds and operating a public cloud providing an integrated application information processing service receives the ranking-sorted search history and the device-specific search characteristics from the home cloud server;
The public cloud server analyzes the ranking-sorted search history and the device-specific search characteristics and provides customized advertisement contents according to at least one of time period, region, and device to the home-use device through the assist gateway ;
A method of collecting and processing information of a home thin client in a home using a dual cloud assist gateway comprising the steps of:
The assist gateway communicates with the one or more home devices to further collect usage history of the device functions and include them in the in-house activity information;
Analyzing a usage pattern for each home device from the collected usage history of the home cloud server and deriving a behavior pattern of the user by combining use patterns for a plurality of home devices;
Generating, by the public cloud server, a remote control command based on at least one of a health management service, a home security management service, a user service scheduling, and a service alarm service based on the behavior pattern of the user;
The public cloud server providing the remote control command to the assist gateway through the home cloud server;
Remotely controlling the home device in response to the remote control command through the virtualization middleware layer implemented by the assist gateway;
Based assistant gateway, which is configured to include at least one of a home agent, a home agent, and a home agent.
In the seventh step,
The public cloud server analyzing the ranking-sorted search history and the device-specific search characteristics to generate tailored advertisement service data according to at least one of time, region, and device;
The public cloud server providing the customized advertisement service data to an external advertisement server;
The assist gateway receiving customized advertisement content from an external ad server;
The assist gateway providing the customized advertisement content to the home-use home device;
The method comprising the steps of: (a) receiving information about a home network from a home network;
Linking the home cloud server and an external portal search server to the public cloud server to provide an associated search word for a search ranking of an upper ranking from the portal search server to the home cloud server;
The home cloud server reflecting the association term in extracting the device-specific search characteristics;
Based assistant gateway, which is configured to include at least one of a home agent, a home agent, and a home agent.
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| KR20140051093A KR101485829B1 (en) | 2014-04-28 | 2014-04-28 | Home thin-client in-home information mining-processing system using assist gateways in dual-cloud network, an operation method of the same, and computer-readable recording medium for the same |
| PCT/KR2014/004153 WO2015167057A1 (en) | 2014-04-28 | 2014-05-10 | Home thin-client in-home information collection processing system using dual-cloud based assist gateway, and operation method of same |
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| KR20140051093A KR101485829B1 (en) | 2014-04-28 | 2014-04-28 | Home thin-client in-home information mining-processing system using assist gateways in dual-cloud network, an operation method of the same, and computer-readable recording medium for the same |
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| KR20110044509A (en) * | 2009-10-23 | 2011-04-29 | 에스케이 텔레콤주식회사 | Advertisement serving system and method based on user's activation in 3d social network service |
| US10275782B2 (en) * | 2010-12-28 | 2019-04-30 | Excalibur Ip, Llc | Variation of minimum advertisement relevance quality threshold based on search query attributes |
| KR101359739B1 (en) * | 2012-01-19 | 2014-02-07 | 주식회사 와이더플래닛 | System and method for providing consumer customized advertising |
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