TWM569034U - Recommending device based on ethnic group classification - Google Patents

Abstract

The recommended device according to the ethnic group classification of the creation mainly includes an object database, a group classification database, a search module, and a transmission module. The search module receives the specific ethnic group classification to be searched, and finds the plurality of real estate information that the conditions meet each other according to the content defined by the single object attribute or the plurality of object attributes in the ethnic group attribute of the ethnic group classification, and generates the inclusion A list of items of a specific number of plural real estate information, the transmission module enables the display device of the client device to present the list of recommended items.

Description

Recommended device based on ethnic group classification

This creation is about an object recommendation device, especially one that can view other objects of the same nature while browsing the object.

In addition to the real estate trading or leasing pipeline, the real estate website has become a real estate industry in recent years, in addition to the detailed information of the national real estate sales or leasing, and can be combined with personalized demand services. Development and development goals to enhance the competitiveness of real estate developers.

In order to improve the convenience of users when using the home purchase website, most home purchase websites provide the function of user favorites. During the process of browsing and finding the house objects, the user clicks the "Favorite" button or the like function button on the object display page. To save your favorite items, you can add them to your favorites. Thereafter, users can use their favorites to routinely review, track, compare, or purchase items they like or are interested in.

However, in many cases, users can only search for a certain number of objects in a large range, and then see if they meet their needs and are included in the favorites, but the efficiency of finding objects is still too low. It will take a lot of time and effort to find objects of the same nature (for example, both in Taipei, both near the hospital, near the public) Park and other conditions).

For the sake of his position, the applicant has created a "recommended device based on ethnic group classification" in the light of the lack of prior art techniques to improve the aforementioned shortcomings.

In order to overcome the problems existing in the prior art, the present invention provides a recommendation device according to the ethnic group classification, which mainly includes an object database, a group classification database, a search module, and a transmission module. The search module receives the specific ethnic group classification to be searched, and finds the plurality of real estate information that the conditions meet each other according to the content defined by the single object attribute or the plurality of object attributes in the ethnic group attribute of the ethnic group classification, and generates the inclusion A list of items of a specific number of plural real estate information, the transmission module enables the display device of the client device to present the list of recommended items. In this way, the user simply selects a particular ethnic group and allows the system to search for relative objects for selection.

The recommendation device according to the ethnic group classification provided by the present invention proposes that, when browsing, objects belonging to the same nature can be summarized based on the objects viewed, so as to quickly find other objects worth seeing, and avoid the user's expense. Many times and spirits find these recommended objects.

10‧‧‧Recommended devices based on ethnic grouping

101‧‧‧ Object database

100‧‧‧ Ethnic Group Classification Database

102‧‧‧record space

103‧‧‧recording module

105‧‧‧Transmission module

106‧‧‧ Presentation module

107‧‧‧Search Module

5‧‧‧Client equipment

20‧‧‧ operation screen

202‧‧‧First mark button

204‧‧‧Favorite function button

206‧‧‧Collection button for single objects

208‧‧‧Subscription function button

22‧‧‧Display block

The first figure shows a system diagram of a specific embodiment of a recommendation device based on the ethnic group classification proposed in the present creation.

The second figure shows a classification diagram of a specific embodiment of the recommendation device according to the ethnic group classification proposed in the present creation.

The third figure shows another schematic diagram of a specific embodiment of the recommendation device according to the ethnic group classification proposed in the present creation.

The fourth figure shows a schematic diagram of the operation screen of the present creation.

The present invention will be further described in detail by the following preferred embodiments and the accompanying drawings.

Referring to the first figure, the recommendation device according to the ethnic group classification of the present invention mainly includes an object database 101, a group classification database 100, a search module 107, and a transmission module 105. The object database 101 stores a plurality of object materials, each of which has an object index code and a plurality of object attributes to which the object index code belongs.

The client device 5 transmits data to and from each other through the Internet and the recommendation device 10 according to the group classification proposed by the present creation. Specifically, the presentation module 106 transmits the image to be presented to the client device for presentation, and the information input by the user in the various screens presented by the presentation module 106 is received first, and the information is further transmitted to the The related modules, but this does not mean that the recommendation device 10 based on the ethnic group classification proposed by the present application must include the presentation module 106. The aforementioned client device 5 may be a desktop computer, a notebook computer, a tablet computer, or a smart phone.

Each object data in the object database 101 has an object index code and a plurality of object attributes to which the object index code belongs. Among them, the object attribute includes an abbreviation selected from the real estate object, price, community name, address, floor, building registration area, land registration area, unit price per unit area, type, layout, housing age, parking space, seating orientation, elevator , management fees, layout, and life functions. Each object in a plurality of object properties Attributes have a priority, and the higher the priority, the higher the priority will be compared, and the objects presented in the list of recommended objects will be affected.

The ethnic group classification database 100 stores the complex ethnic group classification data, and each ethnic group classification data has a group index code and the group; the plurality of group attributes to which the index code belongs, and each group attribute is mainly a single object attribute or multiple Object properties are defined. For example, the ethnic group attribute is three generations, and the relative object attributes are for large rooms (more than 3 rooms and more than 30 pings), and the rest of the correspondences are shown in the second figure.

Briefly, the search module 107 receives the specific ethnic group classification to be searched, and finds the plurality of real estates whose conditions meet each other according to the content defined by the single object attribute or the plurality of object attributes in the ethnic group attribute of the ethnic group classification. The information is generated to generate a list of recommended items containing a specific amount of plural real estate information, and the transmission module 105 enables the display device of the user 5 to present the list of recommended items. For example, if the received ethnic group is classified into three generations, the search module 107 searches for the object database 101 with the object attribute of 3 or more and 30 ping or more. In this way, the user simply selects a particular ethnic group and allows the system to search for relative objects for selection.

In order to avoid the accuracy of the list of recommended items, the list of recommended objects can also consider the user's browsing behavior to avoid too many objects, so that the user still can not find the ideal object in his mind.

Referring to the third figure, there is shown a system diagram of a specific embodiment of a recommendation device based on the ethnic group classification proposed in the present application. The recommendation device 10 classified according to the ethnic group and the object database 101 storing the plurality of object materials can transmit messages to each other through unspecified communication means, and the transmitting device 10 that can provide the list of recommended objects includes at least the recording space 102 for receiving A recording module 103 for recording browsing behavior input from a user of the client device 5. The recording space 102 is configured to store the records in a plurality of pens, and each of the browsing records is an object index code corresponding to the user code.

Briefly, when the user views the website using the object provided by the client device 5 browsing system, the recording module 103 detects and receives the browsing event from the client device. Since the browsing event includes the user code and the object index code, the user code and the object data corresponding to the object index code in the browsing event may be collected into the recording space 102. As long as the collected browsing event reaches a certain level and can generate a meaningful list of recommended items, the search module 107 receives the specific ethnic group classification to be searched, except for a single object in the ethnic group attribute according to the ethnic group classification. The attribute or the content defined by the plurality of object attributes can be searched, and the object index code in the plurality of browsing records can be summarized based on the plurality of browsing records to which the user code belongs, which is highly overlapping. The object attribute is used to transmit the list of recommended objects to the client device 5 to which the user code belongs. Here, the recommended object list is at least one object index code related to the highly overlapping property of the object.

Referring to the fourth figure, when the user browses the website by using the object provided by the client device 5 browsing system, the search result input by the user is listed on the client device 5, and as long as the user clicks on an object, He will trigger the browsing event, so that the recording module 103 records the user code corresponding to the user code and the object index code in the recording space into the recording space 102.

Since each object data in the object database 101 has an object index code and a plurality of object attributes to which the object index code belongs, the search module 107 can Using the object index code stored in each record of the record in the recording space 102, the plurality of object attributes to which the object index code belongs are found, and the object index code in the plurality of browsing records is summarized, which is highly overlapping. The object property. For example, if the user repeatedly browses the building object in the same area repeatedly, the search module 107 determines that the user has a high degree of interest in the building object in a specific area, and has not been viewed in a specific area. The building object is listed as a highly overlapping property of the object and is included in the list of recommended objects, such as display block 22, which is specifically recommended in the fourth figure. However, since the number of items that can be included in the list of recommended items is limited, for example, three pieces, the search module 107 needs further screening as long as the number of building objects in a particular area is excessive. That is, to expand more of the object properties, to find a high degree of overlap, for example, in addition to building objects in the same area, users often browse nearby objects with parks, hospitals, MRT stations, etc. .

However, in order to make the items included in the list of recommended objects more desirable to the user, each item attribute in the plurality of object attributes has priority, and the higher the priority, the higher the degree of overlap. In other words, for example, the user frequently clicks on the object in the list of recommended objects, and there are objects in the hospital, but there is no object in the MRT station, even if the object attribute of the object index code in the plurality of browsing records often appears in the MRT station. Object properties, the priority of the MRT station's object properties will also be reduced, and the possibility of being included in the list of recommended objects in the future will also be reduced. In the following, further explanation is given on how to list the search results input by the user on the client device 5.

Referring to the third figure, there is shown another system schematic of a specific embodiment of a recommendation device based on the ethnic group classification proposed in the present application. Recommended device 10 based on ethnic group classification The object database 101 storing the plurality of object data can transmit messages to each other through non-specific communication means, and the transmitting device 10 for providing the recommended item list includes at least the recording space 102 for receiving user input from the client device 5 for A search module 107 for searching and comparing object data in the database 101, a presentation module 106 for presenting various screens, and a recording module 103 for recording browsing behavior.

The search condition is input through the search screen 20 presented by the presentation module 106, and the input may be by using a menu or by typing through a keyboard. The search condition from the client device 5 is first received through the Internet, and the search condition is transmitted to the search module 107. The search module 107 compares the search condition with the plurality of object data in the database 101 to generate a search result, the search result includes a plurality of expected object data corresponding to the search condition and a plurality of object indexes corresponding to the plurality of expected object data. The code, each desired object data corresponds to a unique object index code. In a preferred embodiment, each item has an item number that is not duplicated with other items as its unique item index code.

For example, when the user inputs the search condition "New Taipei City, Yonghe District and between 8 million and 12 million homes" through the search screen 20 and presses the search button to issue a search event, the search module 107 receives the search. The search event of the condition compares the search condition with the plurality of object data in the database 101 to generate a search result. As shown in the fourth figure, the presentation module 106 presents the plurality of desired object data corresponding to the search condition, a first mark button 202 for each desired object data, and the use of the operation screen by the system preset ordering. A favorite function button 204 for collecting the marked object. The user can mark the item object information of interest through the operation screen (in general, the user will mark a plurality of items of the house item), and click the favorite function button 204 to simultaneously Collect all the object data marked by it. When the favorite function button 204 is activated, a favorite event is generated, the favorite event includes basic information of the marked object data, and the basic information includes at least an object index code of the marked object data, and may also include, for example, a collection time and an object. Name, object address, etc. The user can also click on the favorite button 206 for a single item to trigger a single item's favorite event.

The recording module 103 detects whether a favorite event is generated at any time. When the recording module 103 detects the favorite event and receives it, the basic information of the plurality of object data in the favorite event is simultaneously collected to correspond to the user. In a recording space 102, when the user logs in to the website, the collected objects can be reviewed in the recording space 102. The user's respective recording space 102 may be set in the database 101 or independent of the database 101, or may be in the form of a list of object index codes or a list. For convenience of explanation, the term "favorites" is used hereinafter to represent each user's specific recording space 102 or a favorite list. For users who need to quickly collect a large amount of information on housing objects, a system that can simultaneously collect multiple pieces of object information is quite attractive. Even, as shown in the fourth figure, the user can check the "Select All" button to simultaneously collect all the object data searched for in a specific search condition into the favorites at one time.

After entering the search criteria "New Taipei City, Yonghe District and between 8 million and 12 million homes" through the search screen 20, if you cannot find an object of interest from the currently presented object data, you can press the search button. The function button 208 in the operation screen that will be presented later is displayed, and the system is allowed to perform tracking. When the subscription function button 208 is activated, a subscription event is issued, and the subscription event includes at least the search condition "New Taipei City, Yonghe District, and between 8 million and 12 million homes." The recording module 103 detects whether there is a subscription at any time. The reading event is generated, and when the recording module 103 detects the subscription event and receives it, the subscription program can be executed in response to the subscription event.

The present invention has been described with reference to the preferred embodiments and examples, which are intended to be illustrative and not restrictive. Anyone who knows this skill can do all kinds of combinations and modifications without departing from the spirit and scope of this creation, and it should still be covered by this patent.

Claims (6)

A recommendation device according to ethnic group classification, comprising: an object database, storing a plurality of object materials, each object data has an object index code, and a plurality of object attributes to which the object index code belongs; a group classification database, storing The complex group classification data, each ethnic group classification data has a group index code, and a plurality of group attributes to which the group index code belongs, each group attribute is mainly defined by a single object attribute or a plurality of object attributes; The module, coupled with the object database, the ethnic classification database, configured to receive a specific ethnic group classification to be searched, and defined by the single object attribute or the plurality of object attributes according to the ethnic group attribute of the ethnic group classification Content, find a plurality of real estate information that the conditions meet each other, and generate a list of recommended items including a specific number of real estate information; and a transmission module coupled to the search module, configured to make a client device A display device is presented with the list of recommended items. The recommendation device according to claim 1, wherein the recommendation device further comprises: a recording space configured to store the plurality of browsing records, and each browsing record corresponds to a user code respectively. The object indexing code; a recording module coupled to the object database, the recording space, and configured to detect and receive a browsing event from a client device, the browsing event including the user code, the object index a code for collecting the user code corresponding to the user code and the object index code in the browsing event to the recording space; The transmission module is coupled to the transmission module, the object database, and the group classification database, and configured to summarize the records in the plurality of browsing records based on the plurality of browsing records to which the user code belongs. An object index code having a highly overlapping attribute of the object, and passing the list of recommended objects to the client device to which the user code belongs, the list of recommended objects being at least one object index of the object attribute related to a high degree of overlap code. The recommendation device according to the category classification of claim 2, wherein the object attribute comprises an abbreviation selected from the real estate object, a price, a community name, an address, a floor, a building registration area, a land registration area, and a unit area. Unit price, type, pattern, housing age, parking space, seat orientation, elevator, management fee, layout, life function. The recommendation device according to the category classification of claim 3, wherein each of the plurality of object attributes has a priority, and the higher the priority, the higher the priority is compared. The recommendation device according to the category classification of claim 2, further comprising: a search module configured to receive a search condition, compare the search condition with the plurality of object data in the database, thereby generating a plurality of expected object data corresponding to the search condition and a plurality of object index codes corresponding to the plurality of expected object data, wherein the search condition is received by the transmitting module from the client device. The client device further includes: a presentation module configured to respectively present the user generation through an operation screen, as described in claim 5, wherein the client device further comprises: And a plurality of desired object data corresponding to the search condition, a first mark button relative to each desired object data, and a favorite function button for collecting the object index code corresponding to the marked desired object data, wherein the A favorite event is sent when the Favorites function button is activated.