TW201712628A - Popular spots ranking method and system, and cloud server collect spots or road information actually navigated by navigation device through the cloud server - Google Patents

Abstract

A popular spots ranking method includes the following steps: allowing a cloud server to store a plurality of spots and correspondingly first popular values, and a plurality of roads and correspondingly second popular values, in which each of the first popular values is related to the number of the correspondingly spots that has been taken as a navigation destination or a navigation path, and each of the second popular values is related to the number of the correspondingly road that has been taken as a navigation road; calculating a popular score of each of the spots according to the first popular values and the second popular values when the cloud server is requested to provide a popular spots ranking; and ranking the spots according to the popular scores, and providing a ranking result.

Description

Popular attractions ranking method and system, cloud server

The invention relates to a popular attraction recommendation method, in particular to a popular attraction ranking method for applying a cloud server to provide popular scenic spots.

In the past, books or related applications that recommended tourist attractions were generally based on the information of users (or consumers) when ranking the tourist attractions, so the users (or consumers) personally like the likes and dislikes. The rating that will affect its recommendation will make the ranking of the attractions it provides relatively more subjective, and it will not be able to provide a more just and credible recommendation recommendation ranking from an objective perspective. Furthermore, the above-mentioned books or applications rely on the rating information of the user (or consumer) to personally visit to update the ranking of the attractions, so it is usually not possible to provide newly-newer or more popular attractions in real time.

Therefore, an object of the present invention is to provide a popular attraction ranking method capable of providing popular attraction ranking information objectively and in time, and a cloud server implementing the method.

Therefore, the popular attraction ranking method of the present invention is applied to a cloud server, and the method comprises: step (A): the cloud server stores the plural a scenic spot and its corresponding first popularity value, and a plurality of roads in the area and their corresponding second popularity values, wherein the attractions and the roads have been visited by a plurality of navigation devices And the first popularity value is related to the number of times the corresponding attraction used to be the navigation destination or on the navigation path, and the second popularity value is related to the number of times the corresponding road used to be the navigation path; Step (B): when the cloud server is required to provide a popular attraction ranking in a certain area, the cloud server finds the plurality of scenic spots located in the area and the corresponding first popular value from the stored spots And finding, from the stored roads, at least one road within a predetermined distance from each of the scenic spots and the corresponding second popularity value; and step (C): the cloud server is configured according to step (B) The first popularity values and the second popularity values are calculated, a popular score for each of the attractions is calculated, and the attractions are ranked according to the popularity scores, and the ranking results are provided.

Furthermore, the popular attraction ranking system for implementing the above method comprises a cloud server and a plurality of navigation devices capable of connecting to the cloud server via a network, the cloud server storing the scenic spots of the plurality of regions and corresponding thereto a first popularity value, and a plurality of roads in the area and a corresponding second popularity value thereof, wherein the attractions and the roads are places that have been visited by the plurality of navigation devices during navigation, and the first The popularity value is related to the number of times the corresponding attraction used to be the navigation endpoint or on the navigation path, and the second popularity value is related to the number of times the corresponding road used to be the navigation path; the navigation device navigates it Such attractions and such roads that have been visited are automatically uploaded to the cloud server, and one of the navigation devices requests the cloud server to provide a popular attraction row in a certain area. In the row, the cloud server finds the plurality of scenic spots located in the area and the corresponding first popularity values from the stored spots, and finds a predetermined distance from each of the stored roads from the stored attractions. At least one road and its corresponding second popularity value, and calculating a popular score of each of the scenic spots according to the first popular value found and the second hot values, and according to the popular scores These attractions are ranked and the ranking results are provided to the navigation device.

In an embodiment of the present invention, the popularity score of each attraction is a first score of the attraction plus a second score, wherein the first score is the first popularity value multiplied by 60% And the cloud server selects at most the first three roads that are closer to the attraction from the at least one road found, so when the cloud server selects three roads, the second score is the closest to the attraction. The second popularity value of the first road is multiplied by 20% plus the second popularity value of the second road second to the attraction, multiplied by 12% plus a slight distance from the attraction The second popularity value of the far third road is multiplied by eight percent. When the cloud server selects two roads, the second score is the second popularity value of the first road closest to the attraction. Multiply by twenty-five percent plus the second popularity value of the second road that is second to the attraction, multiplied by fifteen percent. When the cloud server selects a road, the second score is The second popularity value of the road is multiplied by forty percent.

And in an embodiment of the invention, the popular attraction is a tourist attraction, a restaurant or a restaurant.

And in an embodiment of the invention, the attractions and the roads The road is automatically fed back to the cloud server by the navigation device.

The invention collects the scenic spots and road information actually navigated by the navigation device by using the cloud server, and generates corresponding first popularity values according to the number of navigations of the scenic spots and the roads (that is, the number of times the scenic spots or roads have passed or passed) And the second popular value, in order to provide the popular attraction ranking information, the popular scores of the scenic spots may be calculated according to the first popular value and the second popular value, and the scenic spots are sorted according to the popular scores. Providing immediate, objective and fair information on the rankings of popular attractions does achieve the efficacy and purpose of the present invention.

1‧‧‧Cloud Server

S1-S4‧‧‧ steps

Other features and effects of the present invention will be apparent from the embodiments of the present invention, wherein: FIG. 1 is a main flow diagram of an embodiment of a method for ranking a popular attraction of the present invention; and FIG. 2 is a hot spot of the present invention. The main architectural diagram of an embodiment of the ranking system.

Referring to FIG. 1 , it is a main flowchart of an embodiment of a method for ranking a hot spot of the present invention, and the method is applied to the cloud server 1 and a plurality of networks capable of communicating with the cloud server 1 via the network as shown in FIG. 2 . A popular attraction ranking system composed of the navigation device (only the navigation device A and the navigation device B are exemplified in FIG. 2). And as shown in step S1 of FIG. 1, firstly, the method causes the cloud server 1 to store the scenic spots of the plurality of regions and their corresponding ones. a first popularity value, and a plurality of corresponding roads in the area and a corresponding second popularity value thereof, wherein the attractions and the roads have been visited or passed by the navigation device A (representing a plurality of navigation devices) during navigation Where, for example, when the user of the navigation device A uses the navigation software to select an attraction and plan a navigation route, and after actually going to the attraction, the navigation software automatically uploads the information such as the attraction and the road it navigates back to the cloud server. Device 1, when the cloud server 1 receives the attraction information from the navigation device A for the first time, it starts to accumulate the first popularity value corresponding to the attraction, so when there is a navigation device to navigate to the attraction or After passing the attraction and returning it to the cloud server 1, the first popularity value of the attraction is increased by 1, so that the more the user passes or passes the attraction, the higher the first popularity value of the attraction. Similarly, when the cloud server 1 receives the road information from the navigation device A for the first time, it starts to accumulate its corresponding second popularity value, so when a user (ie, the navigation device) navigates through the The road is then passed back to the cloud server 1, and the second hot value of the road is incremented by 1, so the more the user passes the road, the second popular value of the road (representing the traffic volume of the road) high. Therefore, the first popularity value is related to the number of times the corresponding attraction has been used as the navigation destination or on the navigation path, and the second popularity value is related to the number of times the corresponding road has been used as the navigation path.

Thereby, as shown in step S2 of FIG. 1, when the cloud server 1 is required by a navigation device B (for example, one of the plurality of navigation devices described above, of course, the navigation device A or other electronic device) When providing a popular attraction in a certain area (for example, one of the tourist attractions, restaurants, restaurants, or all categories), as shown in step S3 of Figure 1, the cloud The server 1 finds, among the stored attractions, a plurality of attractions located in the area and conforming to one or all of the categories such as tourist attractions, restaurants or restaurants, and the first popularity value corresponding to each of the attractions. And finding, from the stored roads, all adjacent roads or at least one road within a predetermined distance (for example, 200 meters) from each of the scenic spots, and a second popularity value corresponding to each of the roads.

Then, as shown in step S4 of FIG. 1 , the cloud server 1 calculates a hot score of each of the scenic spots according to the first hot value and the second hot value found in the above step S3, according to the popularity scores. The attractions are sorted by power and the ranking results are provided to the navigation device B.

More specifically, in this embodiment, the popularity score of each attraction is calculated as a first score of the attraction plus a second score, wherein the first score is the first popularity value multiplied by a percentage Sixty, and the cloud server 1 selects the top three roads that are closer to the attraction from all the roads that are found in the step S3, so when the cloud server 1 selects three roads ( When there are at least three or more roads leading to the attraction, the second score is the second most popular value (highest) of the first road closest to the attraction, multiplied by 20% plus The second most popular value (second highest) of the second road next to the attraction is multiplied by 12% plus the second popularity value (lower) of the third road farther from the attraction. At 8%, when Cloud Server 1 selects two roads (that is, there are only two roads to the attraction), the second score is the second most popular value of the first road closest to the attraction. (highest) multiplied by 25 percent plus the second lane next to the attraction The 2nd Favorite value (second highest) Multiply by 15%, and when Cloud Server 1 selects a road (that is, there is only one road to the attraction), the second score is the second most popular value of the road multiplied by forty.

In this way, the cloud server 1 can obtain the popularity scores of a plurality of specific categories (or regardless of categories) in a specific region by immediately analyzing the navigation points, roads, and the like provided by the navigation devices, and ranking the points. Provide more objective and immediate information on popular attractions to the users who need them.

Therefore, the advantages of this embodiment differ from the conventional attraction recommendation ranking method mainly include: 1. Objectivity, since the embodiment is based on actual navigation of many navigation devices, and the actual number of trips to each of the attractions and the roads near the scenic spots. As the exact data such as the number of navigation paths (corresponding to traffic flow), the score is not determined according to the user or the individual's personal preference for the attraction. Therefore, the ranking information of the popular attractions can be provided more objectively and fairly; Because the cloud server 1 of the embodiment continuously receives the navigation data provided by each navigation device at any time, when the cloud server 1 receives a navigation device (or other electronic device) requesting to provide a popular attraction in a certain area, According to the latest navigation data information, it can provide the latest and most popular scenic spot recommendation information in real time. 3. Convenience, with the embodiment, the navigation device can obtain the latest and most popular scenic spot information without updating the map. And the navigation device in the process of navigation, that is, the scenic spots and roads that will automatically navigate through It is sent back to the cloud server 1, and the subsequent analysis processing is performed by the cloud server 1, and no manual evaluation is required at all.

In summary, the above embodiment collects the scenic spots and road information actually navigated by the navigation device by using the cloud server, and generates phases according to the number of navigations of the scenic spots and roads (that is, the number of times that have passed or visited the scenic spots or roads). Corresponding the first hot value and the second hot value, in order to provide the popular attraction ranking information, the popular scores of the scenic spots may be calculated according to the first hot value and the second hot value, and according to the popular score Sorting the attractions, and providing immediate and objective and fair information on the rankings of the popular attractions to the requesting navigation device or other electronic device, does achieve the efficacy and purpose of the present invention.

The above is only the preferred embodiment of the present invention, and the scope of the present invention is not limited thereto, that is, the simple equivalent changes and modifications made by the patent application scope and patent specification content of the present invention, All remain within the scope of the invention patent.

S1~S4‧‧‧ steps

Claims (8)

A popular attraction ranking method is applied to a cloud server, the method comprising: (A) the cloud server storing a plurality of scenic spots and corresponding first popularity values thereof, and a plurality of roads in the regions and Corresponding to a second popularity value, wherein the scenic spots and the roads are places that have been visited when the plurality of navigation devices are navigated, and the first popularity value is used as a navigation destination or a navigation path with the corresponding attraction point. The number of times is related, and the second popularity value is related to the number of times the corresponding road used to be the navigation path; (B) when the cloud server is required to provide the ranking of popular spots in a certain area, the cloud server Finding a plurality of scenic spots located in the area and the corresponding first popularity values from the stored attractions, and finding at least one road within a predetermined distance from each of the stored roads and Corresponding to the second popularity value; and (C) the cloud server calculates a popular score of each of the scenic spots according to the first hot values and the second hot values found in step (B), and Popular attractions such as the scores are ranked, and provides ranking results. The method for ranking a popular attraction according to claim 1, wherein in step (C), the popularity score of each attraction is a first score of the attraction plus a second score, wherein the first score is the first The top value is multiplied by 60%, and the cloud server selects the top three roads that are closer to the attraction from at least one of the roads that lead to the attraction, so when When the cloud server selects three roads, the second score is the second popularity value of the first road closest to the attraction, multiplied by twenty percent plus the second road second to the attraction. The second popularity value is multiplied by 12% plus the second popularity value of the third road farther from the attraction, multiplied by eight percent. When the cloud server selects two roads, the The second score is the second popularity value of the first road closest to the attraction multiplied by 25 percent plus the second popularity value of the second road second to each attraction Fifteen percent, when the cloud server selects a road, the second score is the second popularity value of the road multiplied by forty percent. The hot spot ranking method according to claim 1, wherein in step (B), the hot spot is a tourist attraction, a restaurant or a restaurant. In the method of claim 1, the scenic spots and the roads are automatically fed back to the cloud server by the navigation devices in step (A). A cloud server that performs the hot spot ranking method described in any one of the above claims 1 to 4. A popular attraction ranking system includes: a cloud server, storing a plurality of scenic spots and a corresponding first popularity value thereof, and a plurality of roads of the regions and a corresponding second popularity value thereof, wherein the The scenic spots and the roads are places that have been visited by the plurality of navigation devices during navigation, and the first popularity value is related to the number of times the corresponding scenic spots used to be the navigation destination or on the navigation path, and the second popularity value Is the same as the road that used to be the navigation path Related to the number of times; and a plurality of navigation devices capable of communicating with the cloud server through the network, and automatically uploading the attractions and the roads that have been visited during the navigation to the cloud server, and the navigation devices When one of the cloud servers requests to provide a popular attraction ranking in a certain area, the cloud server finds the plurality of scenic spots located in the area and the corresponding first popular value from the stored spots, and from the stored Finding at least one road within a predetermined distance from each of the scenic spots and the corresponding second popularity value in the roads, and calculating each of the first hot values and the second hot values according to the found first hot values and the second hot values A popular score for the attraction, and ranking the attractions based on the popularity scores, and providing ranking results to the navigation device. The popular attraction ranking system of claim 6, wherein the popularity score of each attraction is a first score of the attraction plus a second score, wherein the first score is the first popularity value multiplied by a percentage Sixty, and the cloud server selects at most the first three roads that are closer to the attraction from at least one road to the attraction, so when the cloud server selects three roads, the second The score is the second popularity value of the first road closest to the attraction multiplied by twenty percent plus the second popularity value of the second road second to the attraction, multiplied by ten percent Second, the second popularity value of the third road far away from the attraction is multiplied by eight percent. When the cloud server selects two roads, the second score is the first closest to the attraction. The second popular value of the road is multiplied by 25 percent plus the second closest to each attraction The second popularity value of the road is multiplied by fifteen percent. When the cloud server selects a road, the second score is the second popularity value of the road multiplied by forty percent. A popular attraction ranking system as described in claim 6, wherein the popular attraction is a tourist attraction, a restaurant or a restaurant.