KR101705870B1 - Apparatus and method for recommending residential location - Google Patents
Apparatus and method for recommending residential location Download PDFInfo
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- KR101705870B1 KR101705870B1 KR1020150108070A KR20150108070A KR101705870B1 KR 101705870 B1 KR101705870 B1 KR 101705870B1 KR 1020150108070 A KR1020150108070 A KR 1020150108070A KR 20150108070 A KR20150108070 A KR 20150108070A KR 101705870 B1 KR101705870 B1 KR 101705870B1
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Abstract
A method for recommending a residence to a user, the method comprising: receiving a settlement recommendation request from a user terminal of the user, the settlement recommendation request including at least one of a condition related to a real estate condition, a surrounding condition, and an activity base location; Extracting at least one settlement site candidate that matches the conditions included in the settlement recommendation request, and transmitting the extracted at least one settlement site candidate to the user terminal.
Description
The present invention relates to content recommendation.
Since there are various online services for providing real estate information, the user can access the real estate information site and retrieve the real estate information of the whole country. For example, the user can select his / her desired area (e.g., Seoul, Gangnam-gu, Yeoksam-dong) from the real estate information site and confirm the real estate information existing in the selected district or area. The user then selects the type of property he wants (e.g., apartment, officetel, house), type of transaction (e.g., sale, charter, rent) and filters the property information according to the condition. The user selects the A apartment to check the information of the A apartment among the filtered real estate information and the basic information related to the A apartment (entrance structure, direction, waterproof / bathroom number, completion time, surrounding school, , The corresponding information can be confirmed. Also, if the user inquires about the information of the B apartment among the filtered real estate information, the user selects the B apartment again and confirms the basic information related to the B apartment. As a result of checking, if the apartment A and the apartment B are not the apartments desired by the user, the user repeatedly searches for the real estate in the other area.
As described above, the real estate information site up to now provides a list of real estate filtered by the region selected by the user, the type of real estate, and the type of transaction, but the user selects the settlement according to various conditions besides the region, However, since the real estate information sites so far can not reflect the various requirements of each user and the life pattern of the user, the user can not provide desired real estate information. As a result, the user has to search repeatedly because he can not find his desired residence.
SUMMARY OF THE INVENTION An object of the present invention is to provide an apparatus and a method for recommending a residential area suitable for a user's requirement and living pattern.
A method of recommending a residence to a user, the method comprising: receiving a settlement recommendation request from a user terminal of the user, the settlement recommendation request including at least one of a property condition, an environmental condition, Extracting at least one settlement site candidate matching the conditions included in the settlement recommendation request in the database storing the real estate information, and transmitting the extracted at least one settlement site candidate to the user terminal.
The real estate condition includes at least one of the area where the real estate is located, the type of the real estate, the area of the real estate, the type of transaction of the real estate, and the price of the real estate, , And natural environment information, the activity base location may be a specific location entered by the user, and the condition related to the activity base location may be a distance or time from the specific location.
The step of extracting the at least one settlement site candidate includes setting a score for each item of the condition included in the settlement recommendation request, assigning a score to the property satisfying the item, You can extract residential candidate.
The step of extracting the at least one settlement site candidate may include extracting the real estate located in the specific area as a residential candidate group when the condition included in the settlement recommendation request includes a specific area, It is possible to extract the residential candidate in the order matching the conditions.
The step of extracting the at least one settlement site candidate may include extracting real estate located in a neighboring area of the specific area as an additional settlement candidate group when the condition included in the settlement recommendation request includes a specific area, It is possible to extract the residential candidate in the order matching the conditions included in the residence recommendation request among the residential candidate candidates.
The step of extracting the at least one residential site candidate may include extracting a residential candidate group satisfying the condition based on the activity base location in the database when a condition related to the activity base location is included in the settlement recommendation request, Listing the residential candidates in the order of satisfying the real property condition and the environmental condition among the residential area candidates; and extracting a certain number of upper residential property candidates from the listed residential property candidates.
The step of extracting the residential candidate group may include the steps of: if the plurality of activity base locations and the condition of each of the plurality of activity base locations are included in the settlement recommendation request, satisfying conditions commonly associated with the plurality of activity base locations in the database The residential candidate group can be extracted.
The step of extracting the residential candidate group may request the user terminal to change a condition related to the activity base location when the residential candidate group commonly satisfying the conditions related to the plurality of activity base locations is extracted below the reference number .
The method includes managing the user's interest information based on a service usage history of the user, estimating at least one residence condition desired by the user based on the user's interest information when the user terminal accesses And presenting the estimated residence condition to the user terminal, wherein the residence recommendation request may include information that the estimated residence condition is accepted by the user.
The method may further include collecting life pattern information related to the user's life pattern from the service history of the user, wherein the extracting of the at least one residential site candidate comprises: The residential candidate to be recommended to the user can be extracted based on the extracted residential candidate.
The life pattern information may include at least one of facility information, traffic information, natural environment information, and activity base information of the user or the family used by the user or the user's family.
According to another embodiment of the present invention, there is provided an apparatus for recommending a residence to a user, the apparatus comprising: a user terminal for receiving a settlement recommendation request including at least one of a condition related to a real estate condition, An interface unit, and a recommendation unit for extracting at least one residential candidate matching the condition included in the residential location recommendation request in the database storing the real estate information, and transmitting the extracted at least one residential candidate to the user terminal.
Wherein the user terminal interface unit estimates at least one residence condition related to the user based on the user's interest information and presents the estimated residence condition to the user terminal when the user terminal is connected, And can be extracted from the service history of the user.
The user terminal interface unit may receive the residence recommendation request including the estimated residence condition when the estimated residence condition is accepted by the user.
The recommendation unit may set a score on each item of the conditions included in the residential place recommendation request, assign a score to the real estate satisfying the item, and extract the residential candidate based on the total point assigned to each real estate.
Wherein the recommendation section extracts a residence candidate group satisfying the condition based on the activity base location in the database when the condition related to the activity base location is included in the residence recommendation request, It is possible to extract a certain number of settlement candidates satisfying the surrounding environmental conditions.
According to the embodiment of the present invention, since a residence site that is optimal for a user's requirement and a living pattern is recommended, the user can easily select a desired residence. According to the embodiment of the present invention, even if the user does not have enough information about the real estate, the user can get a recommendation of a settlement suitable for a living pattern. As a result, according to the embodiment of the present invention, it is possible to lower the migration anxiety to a new area and increase the satisfaction and convenience of life.
1 is a schematic block diagram of a settlement recommendation system according to an embodiment of the present invention.
2 is an illustration of a user interface screen according to an embodiment of the present invention.
FIG. 3 is an exemplary diagram illustrating an activity-based location-based home location recommendation method according to an embodiment of the present invention.
Each of Figs. 4 to 6 is an example of a residence recommendation screen according to an embodiment of the present invention.
FIG. 7 is a flowchart of a settlement recommendation method according to an embodiment of the present invention.
8 is a flowchart of a method for recommending a settlement site according to an embodiment of the present invention.
9 is a flowchart of a method of recommending a settlement site according to another embodiment of the present invention.
10 is a flowchart of a method of recommending a settlement site according to another embodiment of the present invention.
Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily carry out the present invention. The present invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. In order to clearly illustrate the present invention, parts not related to the description are omitted, and similar parts are denoted by like reference characters throughout the specification.
Throughout the specification, when an element is referred to as "comprising ", it means that it can include other elements as well, without excluding other elements unless specifically stated otherwise. Also, the terms " part, "" module," and " module ", etc. in the specification mean a unit for processing at least one function or operation and may be implemented by hardware or software or a combination of hardware and software have.
It is obvious that the present invention can be used not only for residential recommendation but also for real estate recommendation such as shopping or land. However, since the method of recommending a residence takes into consideration more conditions than a commercial or land, it is described as recommending the residence to the user, but it is not limited to the residence.
FIG. 1 is a schematic block diagram of a settlement recommendation system according to an embodiment of the present invention. FIG. 2 is an illustration of a user interface screen according to an embodiment of the present invention. FIG. 2 is a diagram illustrating an exemplary method of recommending an activity-based location-based residential area.
Referring to FIG. 1, the residential
The real estate
The
The real estate
The real estate
The
The
The
In addition, the
The
Thus, the
Next, the residential
The
The real estate information providing
The real estate information includes information such as the address and type of the real estate (eg apartment, officetel, house, one room, shop, land, factory, etc.), area, transaction type (eg, (E.g., a floor plan, a doorway structure, a direction, a heating configuration, a waterproof / bathroom number, etc.), and only relevant information (e.g., parking lot, management room, etc.). If the property information providing
The
The
The
The surrounding environment information can be classified into various categories such as facility information, traffic facility information, and natural environment information that a user can consider when selecting a residence. For example, the surrounding environment information includes information such as school facilities (elementary school, junior high school, high school, university), infant facilities (daycare center, kindergarten, etc.), government offices (city hall, police station, fire station, (Coffee shops, convenience stores, bakeries, restaurants, theaters, etc.), sports facilities (swimming pools, athletic fields, etc.), and the like . Traffic facility information may include a subway station, a bus stop, a terminal, a train station, an airport, and the like. Natural environmental information can include mountains, rivers / streams, parks, rice fields, and so on. Meanwhile, the surrounding environment information may include avoiding environment information that can be excluded by the user. For example, the avoidance environment information may include a nightlife, a crime area, and the like.
The
The user
The user
Residential conditions can be a combination of preferred real estate conditions (area, type, area, transaction type, price, etc.), preferred ambient conditions, preferred means of transportation, and conditions related to the location of the activity base. Here, the activity base location may be an important location that is considered by the user when selecting a residence, as a location where the user or the user's family is active in addition to the residence. For example, activity-based information may be a user or family workplace or school, or a specific location that a user frequently visits (e.g., a friend's house, a parent's house, a library, etc.). For example, a condition related to an activity base location can be entered, such as a "30 minute" distance from an activity base location (location A) to "car".
On the other hand, instead of receiving all the settlement conditions from the user, the user
The user
Referring to FIG. 2, when "charter" is estimated based on the user's preferred residence condition, the interface screen displayed on the
Likewise, when the "large mart" and the "elementary school" are estimated as the preferred residential conditions, the interface screen displayed on the
In the meantime, although FIG. 2 shows a case where the estimated residence condition is presented to the user and accepted, the
The
The
The user's preferred residence conditions may include real estate conditions. If the preferred area is specified, the
For example, if a user prefers a "300 million lease heating apartment in Mapo-gu, Seoul," the
The user's preferred residence conditions may include ambient conditions. Depending on the importance of the environmental conditions, the method of calculating the score may vary. For example, a user may have a higher precedence over an environmental condition than another, and another user may have a lower environmental condition than a real estate condition. If the surrounding environment condition is a user having a higher priority than the real estate condition, the
The
The user's preferred residence condition may include an activity base location. Since the activity base location is different for each user, the
When the user inputs a plurality of activity base locations, the
The
In this manner, the
According to another embodiment, the
The
The
When dividing the residential area candidates by category / item into layers, the user can easily change the residence conditions. The user desires a plurality of conditions when first requesting a settlement recommendation, but there may be no or few recommendation results suitable for the condition entered. Then, the user can see recommendation results for each settlement condition and delete some settlement conditions.
Each of Figs. 4 to 6 is an example of a residence recommendation screen according to an embodiment of the present invention.
Referring to FIGS. 4 to 6, the
Referring to FIG. 4, for example, when the residence condition is "an area where a lot of coffee shops are located around the station area ", the
Referring to FIG. 5, on the map satisfying the residence condition of FIG. 4, the real estate information matching the user's other residence conditions (for example, the real estate condition) may be added.
Referring to FIG. 6, the
In this way, since the recommendation result is displayed on the map, the user can intuitively access the recommended area / real estate.
FIG. 7 is a flowchart of a settlement recommendation method according to an embodiment of the present invention.
Referring to FIG. 7, the
The
The
The
The
The method of extracting the residential candidate from among the first settlement candidate group, the second settlement candidate group, and the third settlement candidate group may be variously set.
For example, the first method extracts the residential candidate included in both the first residential candidate group, the second residential candidate group, and the third residential candidate group in priority order, and extracts the residential candidate included in at least two candidate groups as the next ranking can do.
The second method sets a score for each category / item and assigns scores by judging whether each residential candidate included in the first residential candidate group, the second residential candidate group, and the third residential candidate group satisfies each category / item. Then list the candidate residences in descending order of total score.
The third method is to select a residential candidate (for example, a third residential candidate group) having a higher priority among the first residential candidate group, the second residential candidate group, and the third residential candidate group, Or environmental conditions), it is possible to give scores to each residential candidate belonging to the third residential candidate group, and to list residential candidates in descending order of the total score.
The
8 is a flowchart of a method for recommending a settlement site according to an embodiment of the present invention.
Referring to FIG. 8, the
When the user accesses the
The
When the user accepts the estimated residence condition, the
Since the
9 is a flowchart of a method of recommending a settlement site according to another embodiment of the present invention.
Referring to FIG. 9, the
The
The
The
10 is a flowchart of a method of recommending a settlement site according to another embodiment of the present invention.
Referring to FIG. 10, the
The
The
As described above, according to the embodiment of the present invention, a residential area best suited to a user's requirement and a living pattern is recommended, so that the user can easily select the residential area desired by himself / herself. According to the embodiment of the present invention, even if the user does not have enough information about the real estate, the user can get a recommendation of a settlement suitable for a living pattern. As a result, according to the embodiment of the present invention, it is possible to lower the migration anxiety to a new area and increase the satisfaction and convenience of life.
The embodiments of the present invention described above are not implemented only by the apparatus and method, but may be implemented through a program for realizing the function corresponding to the configuration of the embodiment of the present invention or a recording medium on which the program is recorded.
While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments, It belongs to the scope of right.
Claims (16)
Receiving a settlement recommendation request from a user terminal of the user, the settlement recommendation request including a plurality of activity base locations, a distance condition associated with each of the plurality of activity base locations, and an additional condition;
Extracting at least one settlement site candidate matching the conditions included in the settlement recommendation request in a database storing real estate information, and
Transmitting the extracted at least one residential site candidate to the user terminal
/ RTI >
Wherein the activity base location is a specific location entered by a user and the distance condition is a travel distance or travel time from the specific location to a residential candidate,
Wherein the additional condition includes at least one of a real estate condition and an ambient condition,
The step of extracting the residential candidate
Extracting a residential candidate area that commonly satisfies a distance condition related to the plurality of activity base locations in the database and extracting at least one residential candidate matching the additional condition in the residential candidate area.
The real estate condition includes at least one of an area where a real estate is located, a type of real estate, an area of the real estate, a transaction type of the real estate, and a price of the real estate,
Wherein the surrounding environment condition includes at least one of facility information, traffic facility information, and natural environment information located in the vicinity of the real estate.
The step of extracting the at least one residential site candidate
Setting a score for each item of the conditions included in the residential place recommendation request, assigning a score to the real estate satisfying the item, and extracting the residential candidate based on the total points assigned to each property.
The step of extracting the at least one residential site candidate
Extracting real estate located in the specific area among the residential area candidate areas as a residential area candidate group when the additional condition includes a specific area in which the real estate is located and selecting the residential area candidate in the order of matching the conditions included in the residential area recommendation request A method of recommending a settlement to extract residential candidate.
The step of extracting the at least one residential site candidate
Extracting the real estate located in the neighborhood of the specific area as an additional residential candidate group and extracting the residential real estate candidates from the residential district candidate group and the additional residential candidate group in the order matching the conditions included in the residential district recommendation request.
The step of extracting the at least one residential site candidate
Extracting a residential candidate group satisfying the additional condition from the residential candidate areas based on the database,
Listing the residential candidates in the order of satisfying the additional condition among the residential candidate groups; and
A step of extracting a certain number of upper residential candidates from the listed residential candidate
. ≪ / RTI >
The step of extracting the residential candidate group
And requesting the user terminal to change a condition related to the activity base location if the residence candidate candidate group commonly satisfying the conditions related to the plurality of activity base locations is extracted below the reference number.
Managing the user's interest information based on the service usage history of the user,
Estimating at least one residential condition desired by the user on the basis of the user's interest information when the user terminal is accessed;
And presenting the estimated residence condition to the user terminal
Further comprising:
The settlement recommendation request
Wherein the estimated residence condition includes information accepted by the user.
Collecting life pattern information related to the user ' s life pattern from the service use history of the user
Further comprising:
The step of extracting the at least one residential site candidate
And extracting a residential candidate to be recommended to the user based on the residential location recommendation request and the living pattern information.
The life pattern information
And at least one of facility information, traffic information, natural environment information, and activity base information of the user or the family used by the user or the family of the user.
A user terminal interface unit receiving a settlement recommendation request including a plurality of activity base locations, a distance condition related to each of the plurality of activity base locations, and an additional condition from the user terminal of the user,
Extracting at least one residential candidate matching the condition included in the residential location recommendation request from the database storing the real estate information and transmitting the extracted at least one residential candidate to the user terminal,
/ RTI >
Wherein the activity base location is a specific location entered by a user and the distance condition is a travel distance or travel time from the specific location to a residential candidate,
Wherein the additional condition includes at least one of a real estate condition and an ambient condition,
The recommendation section
Extracting a residential candidate area that commonly satisfies a distance condition related to the plurality of activity base locations in the database and extracting at least one residential candidate matching the additional condition in the residential candidate area.
The user terminal interface unit
Estimating at least one residence condition related to the user based on the user's interest information and presenting the estimated residence condition to the user terminal when the user terminal is connected,
Wherein the interest information is extracted from the service usage history of the user.
The user terminal interface unit
And receives the settlement recommendation request including the estimated settlement condition when the estimated settlement condition is accepted by the user.
The recommendation section
A settlement recommendation device for setting a score for each item of the condition included in the settlement recommendation request, assigning a score to the property satisfying the item, and extracting the settlement candidate based on the total point assigned to each property.
The recommendation section
Extracting a residential candidate group satisfying the additional condition from the residential candidate areas based on the database and extracting a predetermined number of residential candidate satisfying the additional condition from the residential candidate group.
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| KR1020150108070A KR101705870B1 (en) | 2015-07-30 | 2015-07-30 | Apparatus and method for recommending residential location |
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| KR1020150108070A KR101705870B1 (en) | 2015-07-30 | 2015-07-30 | Apparatus and method for recommending residential location |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR101905593B1 (en) * | 2017-02-28 | 2018-10-08 | 주식회사 패튼코 | Method for searching real estate offerings based on multiple destinations |
| KR102343607B1 (en) * | 2021-02-08 | 2021-12-29 | 주식회사 이도플래닝 | A real estate matching service platform considering lifestyle |
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| KR102049309B1 (en) * | 2019-02-14 | 2019-11-27 | 권호철 | System for matching lessor and lessee based on revenue distribution |
| KR20210017061A (en) | 2019-08-06 | 2021-02-17 | 김채윤 | Host-guest matching system based on residence propensity data |
| KR102208085B1 (en) * | 2020-03-04 | 2021-01-26 | 최현민 | Method and system for matching user based on sports |
| KR102349288B1 (en) * | 2020-08-18 | 2022-01-11 | 손근수 | System and Method for Providing Residential area recommending service |
| KR102368961B1 (en) * | 2021-04-08 | 2022-03-03 | 주식회사 두새소프트 | artificial neural network-based housing environment improvement service brokerage system and method therefor |
| KR20230017027A (en) | 2021-07-27 | 2023-02-03 | 주식회사 라카타 | Residence or facilities transaction system for living with companion animals |
| KR102541060B1 (en) * | 2021-11-22 | 2023-06-13 | 주식회사 리버블 | Method, system and non-transitory computer-readable recording medium for providing residential matching services according to user's residence type |
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Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20130019629A (en) * | 2011-08-17 | 2013-02-27 | 엔에이치엔비즈니스플랫폼 주식회사 | System, method and computer readable recording medium for providing an analysis service about location requirements and trade area according to types of real property |
| KR101513347B1 (en) * | 2013-05-27 | 2015-04-21 | 대한지적공사 | Method and apparatus for providing spatial information |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR101905593B1 (en) * | 2017-02-28 | 2018-10-08 | 주식회사 패튼코 | Method for searching real estate offerings based on multiple destinations |
| KR102343607B1 (en) * | 2021-02-08 | 2021-12-29 | 주식회사 이도플래닝 | A real estate matching service platform considering lifestyle |
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