CN105392113A - Identification method and device for vehicle click farming - Google Patents
Identification method and device for vehicle click farming Download PDFInfo
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- CN105392113A CN105392113A CN201510873774.XA CN201510873774A CN105392113A CN 105392113 A CN105392113 A CN 105392113A CN 201510873774 A CN201510873774 A CN 201510873774A CN 105392113 A CN105392113 A CN 105392113A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/02—Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
- H04W84/10—Small scale networks; Flat hierarchical networks
- H04W84/12—WLAN [Wireless Local Area Networks]
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Abstract
The invention discloses an identification method and device for vehicle click farming. The method comprises that a vehicle using request initiated by a user end is received and sent to driver ends; an order taking response of the driver end is received; WiFi hot spots that the user end is connected to and WiFi hot spots that the driver end is connected to are obtained; and a click farming behavior of the user end and the driver end is determined according to the WiFi hot spots that the user end and the driver end are connected to. The identification method and device can improve the identification accuracy of click farming, and reduce the cost of an application provider.
Description
Technical field
The embodiment of the present invention relates to network technology, particularly relates to a kind of recognition methods and device of car brush nonoculture fraud.
Background technology
Along with the development of information technology and the communication technology, mobile terminal there is increasing application software.In order to going out of user is accommodating, there is very multiservice car software, as windward driving, call a taxi, share-car and special train etc., use to attract user, these generally return existing and subsidy policy with car software, if two people conclude the transaction, then software application provider can give both sides certain returning existing or subsidize.
Returning existing or subsidy to earn, having occurred that car owner and passenger real are the situation of the people that one family or relation are got close to very much.In order to give software provider cost-saving, need to identify this behavior.Can judge that both sides are with or without jointly for it, judge, but this method also exist the lower defect of accuracy, because the car owner of windward driving is substantially identical with terminal with the starting point of passenger according to the daily position the record of car owner and passenger in prior art.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of recognition methods and device of car brush nonoculture fraud, to improve the accuracy of brush nonoculture fraud identification.
First aspect, embodiments provide a kind of recognition methods of car brush nonoculture fraud, described method comprises:
What receive user side initiation uses car request, and described car request is sent to driver's end;
Receive the order response of driver's end;
The Wireless Fidelity Wi-Fi hotspot that acquisition user side connected and driver hold the Wi-Fi hotspot connected;
According to described user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
Second aspect, the embodiment of the present invention additionally provides a kind of recognition device of car brush nonoculture fraud, and described device comprises:
Request receiving sending module, for receive user side initiate use car request, and described car request is sent to driver end;
Order response receiver module, for receiving the order response of driver's end;
Wi-Fi hotspot acquisition module, for obtaining Wi-Fi hotspot that user side connected and driver holds the Wi-Fi hotspot connected;
Cheating determination module, for hold according to described user side and driver the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
The technical scheme of the embodiment of the present invention, by receive user side initiate with after car request, described car request is sent to driver's end, and receive the order response of driver's end, the driver obtaining the Wi-Fi hotspot that connected of user side and respond order holds the Wi-Fi hotspot connected, according to user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold, improve the accuracy of brush nonoculture fraud identification, thus can be cost-saving for application provider.
Accompanying drawing explanation
Fig. 1 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention one provides;
Fig. 2 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention two provides;
Fig. 3 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention three provides;
Fig. 4 is the structural representation of the recognition device of a kind of car brush nonoculture fraud that the embodiment of the present invention four provides.
Embodiment
Below in conjunction with drawings and Examples, the present invention is described in further detail.Be understandable that, specific embodiment described herein is only for explaining the present invention, but not limitation of the invention.It also should be noted that, for convenience of description, illustrate only part related to the present invention in accompanying drawing but not full content.
Embodiment one
Fig. 1 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention one provides, the present embodiment is applicable to and identifies that user side and driver hold whether to exist and brush single cheating thus extract the situation returned and show or subsidize, the method can be performed by server, specifically comprises as follows:
S110, what receive user side initiation uses car request, and described car request is sent to driver's end.
When user needs to use car, can by selecting the type of the car of needs (windward driving, call a taxi, share-car or special train) with the user side of car software (as windward driving, call a taxi, share-car and special train etc.), and input starting point and terminal, confirm just can initiate to use car request.Server receives this with after car request, described car request is sent to the driver's end with car software.
S120, receives the order response of driver's end.
After driver's termination receives described car request, show and report the content of described car request, driver can determine whether order according to the situation of oneself, when thinking order, corresponding button can be triggered realize confirming order, this order response is sent to server by driver's end, and server just can receive the order response of this driver end.
S130, the Wi-Fi hotspot that acquisition user side connected and driver hold the Wi-Fi hotspot connected.
Based on a large amount of user journals, by data mining, the driver excavating WiFi (Wireless-Fidelity, Wireless Fidelity) focus that user side connected and response order holds the Wi-Fi hotspot connected.A Wi-Fi hotspot is represented by title and MAC (Medium/MediaAccessControl, media interviews control) address.
S140, according to described user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
According to title and the MAC Address of Wi-Fi hotspot, more described user side and driver hold the Wi-Fi hotspot that was connected, when user side and driver hold do not connect identical Wi-Fi hotspot time, can determine that the relation of user and driver is not got close to, determine that user side and driver hold not exist and brush single cheating; When the Wi-Fi hotspot that user side and driver hold connection excessively identical, can determine that user side and driver hold to exist and brush single cheating.Wherein, relatively user side and driver hold be connected Wi-Fi hotspot time, the Wi-Fi hotspot connected in identical a period of time can be selected to compare, thus the accuracy of raising judgement.
The technical scheme of the present embodiment, by receive user side initiate with after car request, described car request is sent to driver's end, and receive the order response of driver's end, the driver obtaining the Wi-Fi hotspot that connected of user side and respond order holds the Wi-Fi hotspot connected, according to user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold, improve the accuracy of brush nonoculture fraud identification, thus can be cost-saving for application provider.
Embodiment two
Fig. 2 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention two provides, the present embodiment is based on embodiment one, by in embodiment one according to described user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold, if be specifically optimized for the Wi-Fi hotspot that described user side holds connection excessively identical with driver, then determine that user side and driver hold to exist and brush single cheating.Specifically comprise as follows:
S210, what receive user side initiation uses car request, and described car request is sent to driver's end.
S220, receives the order response of driver's end.
S230, the Wi-Fi hotspot that acquisition user side connected and driver hold the Wi-Fi hotspot connected.
S240, if the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determines that user side and driver hold to exist and brushes single cheating.
If the Wi-Fi hotspot that user side and driver hold connection excessively identical, then user and driver may be the people that one family or relation are got close to very much, therefore, can determine that user side and driver hold to exist and brush single cheating.
Wherein, if the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determine that user side and driver hold to exist and brush single cheating and preferably include:
If the Wi-Fi hotspot that described user side and driver hold connection excessively identical, and described identical Wi-Fi hotspot is private Wi-Fi hotspot, then determine that user side and driver hold to exist and brush single cheating.
First according to user side and driver hold the title of Wi-Fi hotspot that was connected and MAC Address, determine the Wi-Fi hotspot that user side and driver hold connection excessively identical, when the Wi-Fi hotspot that user side and driver hold connection excessively identical, determine whether this identical Wi-Fi hotspot is private Wi-Fi hotspot further, when the Wi-Fi hotspot only having this identical is private Wi-Fi hotspot, just can determines that user side and driver hold to exist and brush single cheating.Because public Wi-Fi hotspot (Wi-Fi hotspot in public transport or the Wi-Fi hotspot in fast food restaurant) natively has a lot of stranger and connected, unavoidably have user side and hold with driver the identical public Wi-Fi hotspot connected.Hold with driver the identical private Wi-Fi hotspot connected by user side, can determine that the Relationship Comparison that user side and driver hold is intimate, the earning of utilization car software is returned existing and subsidy, and therefore there is the single cheating of brush, this also further increases the accuracy of identification.
Wherein, after determining the Wi-Fi hotspot that described user side and driver hold connection excessively identical, also comprise:
Determine the multiplicity of the customer group of described identical Wi-Fi hotspot in setting-up time section;
If described multiplicity is less than setting threshold, then determine that described identical Wi-Fi hotspot is public Wi-Fi hotspot;
If described multiplicity is not less than setting threshold, then determine that described identical Wi-Fi hotspot is private Wi-Fi hotspot.
Determine that this identical Wi-Fi hotspot is public Wi-Fi hotspot or private Wi-Fi hotspot by the multiplicity of the customer group of described identical Wi-Fi hotspot in setting-up time section.Described setting-up time section can be adjacent two days, as first day connects the customer group of certain Wi-Fi hotspot for { a1, a2, a3, (wherein a is the user that first day connects this Wi-Fi hotspot to an}, n is the quantity that first day connects the user of this Wi-Fi hotspot), the customer group connecting this WiFi for second day is { b1, b2, (wherein b is the user connecting this Wi-Fi hotspot in second day to bk}, k is the second day quantity connecting the user of this Wi-Fi hotspot), if { { b1, b2, the user of (or other percentage) is had more than 50% at { a1 in bk}, a2, a3, occur in an}, then think that these two customer group height overlap, thus, disclosed in determining that this WIFI is not, but individual.
The technical scheme of the present embodiment, by receive user side initiate with after car request, described car request is sent to driver's end, and receive the order response of driver's end, the driver of the Wi-Fi hotspot that acquisition user side connected and response order holds the Wi-Fi hotspot connected, if the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determine that user side and driver hold to exist and brush single cheating, relative to embodiment one, further increase the accuracy of brush nonoculture fraud identification, thus can be cost-saving for application provider.
Embodiment three
Fig. 3 is the flow chart of the recognition methods of a kind of car brush nonoculture fraud that the embodiment of the present invention three provides, the present embodiment is on the basis of embodiment one, after determining the brush list cheating that user side and driver hold, add the content of holding prompting to user side and driver, and determine that whether transaction is successful according to the return information of user side.Specifically comprise as follows:
S310, what receive user side initiation uses car request, and described car request is sent to driver's end.
S320, receives the order response of driver's end.
S330, the Wi-Fi hotspot that acquisition user side connected and driver hold the Wi-Fi hotspot connected.
S340, according to described user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
S350, holds transmission information to user side and driver, holds the described information of display with indicating user end and driver.
After determining the brush list cheating that user side and driver hold, hold transmission information to user side and driver simultaneously, after user side and driver's termination receive this information, be shown to user and driver respectively, to make user and driver go and find out what's going on, why subsidy etc. can not be enjoyed.
S360, receives user side according to the return information of described information.
After user side receives information, show this information, and receive the option that user selects according to this information, thus obtain the return information of user, this return information is sent to server, and server just can receive this return information.
S370, according to described return information, determines whether Transaction Success.
Server, according to the relation of return information and information, determines whether Transaction Success.
Wherein, whether described information preferably includes can not enjoy subsidy, accept;
According to described return information, determine whether that Transaction Success comprises:
When described return information is for being, determines Transaction Success, not providing subsidy;
When described return information is no, determine Fail Transaction.
Can also other guide be comprised in information, point out the reason can not enjoying subsidy, as because you be not stranger etc.
Preferably, after determining Fail Transaction, also comprise:
The second information waiting for next driver's order is sent, with described second information of indicating user end display to user side.
User side shows after receiving the second information, thus next driver's order of user waiting prompt.
The technical scheme of the present embodiment, on the basis of embodiment one, after the brush list cheating determining user side and driver's end, transmission information is held to user side and driver, hold the described information of display with indicating user end and driver, and receive the return information of user side according to described information, determine that whether transaction is successful according to return information, thus user can be allowed to understand whether subsidy to be enjoyed, thus select whether continue the car using this driver.
Embodiment four
Fig. 4 is the structural representation of the recognition device of a kind of car brush nonoculture fraud that the embodiment of the present invention four provides, comprising with the recognition device of car brush nonoculture fraud described in the present embodiment: request receiving sending module 410, order response receiver module 420, Wi-Fi hotspot acquisition module 430 and cheating determination module 440.
Wherein, request receiving sending module 410 for receive user side initiate use car request, and described car request is sent to driver end;
Order response receiver module 420 is for receiving the order response of driver's end;
Wi-Fi hotspot acquisition module 430 holds for the Wi-Fi hotspot that obtains user side and connected and driver the Wi-Fi hotspot connected;
Cheating determination module 440 for hold according to described user side and driver the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
Preferably, described cheating determination module specifically for:
If the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determine that user side and driver hold to exist and brush single cheating.
Preferably, described cheating determination module comprises:
Cheating determining unit, if the Wi-Fi hotspot of holding connection excessively identical with driver for described user side, and described identical Wi-Fi hotspot is private Wi-Fi hotspot, then determine that user side and driver hold to exist and brush single cheating.
Preferably, described cheating determining unit comprises:
Multiplicity determination subelement, after determining the Wi-Fi hotspot that described user side and driver hold connection excessively identical, determines the multiplicity of the customer group of described identical Wi-Fi hotspot in setting-up time section;
Public WiFi determines subelement, if be less than setting threshold for described multiplicity, then determines that described identical Wi-Fi hotspot is public Wi-Fi hotspot;
Private WiFi determines subelement, if be not less than setting threshold for described multiplicity, then determines that described identical Wi-Fi hotspot is private Wi-Fi hotspot.
Preferably, also comprise:
Point out careful sending module, for after determining the brush list cheating that user side and driver hold, hold transmission information to user side and driver, hold the described information of display with indicating user end and driver;
Return information receiver module, for receiving the return information of user side according to described information;
Transaction determination module, for according to described return information, determines whether Transaction Success.
Wherein, whether described information comprises can not enjoy subsidy, accept;
Described transaction determination module comprises:
Transaction Success determining unit, for when described return information is for being, determines Transaction Success, not providing subsidy;
Fail Transaction determining unit, during for being no when described return information, determines Fail Transaction.
Preferably, Fail Transaction determining unit also for:
After determining Fail Transaction, send the second information waiting for next driver's order to user side, with described second information of indicating user end display.
The said goods can perform the method that any embodiment of the present invention provides, and possesses the corresponding functional module of manner of execution and beneficial effect.
Note, above are only preferred embodiment of the present invention and institute's application technology principle.Skilled person in the art will appreciate that and the invention is not restricted to specific embodiment described here, various obvious change can be carried out for a person skilled in the art, readjust and substitute and can not protection scope of the present invention be departed from.Therefore, although be described in further detail invention has been by above embodiment, the present invention is not limited only to above embodiment, when not departing from the present invention's design, can also comprise other Equivalent embodiments more, and scope of the present invention is determined by appended right.
Claims (14)
1. with a recognition methods for car brush nonoculture fraud, it is characterized in that, described method comprises:
What receive user side initiation uses car request, and described car request is sent to driver's end;
Receive the order response of driver's end;
The Wireless Fidelity Wi-Fi hotspot that acquisition user side connected and driver hold the Wi-Fi hotspot connected;
According to described user side and driver hold the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
2. method according to claim 1, is characterized in that, according to described user side and driver hold the Wi-Fi hotspot that was connected, determine that the brush list cheating that user side and driver hold comprises:
If the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determine that user side and driver hold to exist and brush single cheating.
3. method according to claim 2, is characterized in that, if the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determines that user side and driver hold to exist and brushes single cheating and comprise:
If the Wi-Fi hotspot that described user side and driver hold connection excessively identical, and described identical Wi-Fi hotspot is private Wi-Fi hotspot, then determine that user side and driver hold to exist and brush single cheating.
4. method according to claim 3, is characterized in that, after determining the Wi-Fi hotspot that described user side and driver hold connection excessively identical, also comprises:
Determine the multiplicity of the customer group of described identical Wi-Fi hotspot in setting-up time section;
If described multiplicity is less than setting threshold, then determine that described identical Wi-Fi hotspot is public Wi-Fi hotspot;
If described multiplicity is not less than setting threshold, then determine that described identical Wi-Fi hotspot is private Wi-Fi hotspot.
5. method according to claim 1, is characterized in that, after determining the brush list cheating that user side and driver hold, also comprises:
Hold transmission information to user side and driver, hold the described information of display with indicating user end and driver;
Receive user side according to the return information of described information;
According to described return information, determine whether Transaction Success.
6. method according to claim 5, is characterized in that, whether described information comprises can not enjoy subsidy, accept;
According to described return information, determine whether that Transaction Success comprises:
When described return information is for being, determines Transaction Success, not providing subsidy;
When described return information is no, determine Fail Transaction.
7. method according to claim 6, is characterized in that, after determining Fail Transaction, also comprises:
The second information waiting for next driver's order is sent, with described second information of indicating user end display to user side.
8. with a recognition device for car brush nonoculture fraud, it is characterized in that, described device comprises:
Request receiving sending module, for receive user side initiate use car request, and described car request is sent to driver end;
Order response receiver module, for receiving the order response of driver's end;
Wi-Fi hotspot acquisition module, for obtaining Wi-Fi hotspot that user side connected and driver holds the Wi-Fi hotspot connected;
Cheating determination module, for hold according to described user side and driver the Wi-Fi hotspot that was connected, determine the brush list cheating that user side and driver hold.
9. device according to claim 8, is characterized in that, described cheating determination module specifically for:
If the Wi-Fi hotspot that described user side and driver hold connection excessively identical, then determine that user side and driver hold to exist and brush single cheating.
10. device according to claim 9, is characterized in that, described cheating determination module comprises:
Cheating determining unit, if the Wi-Fi hotspot of holding connection excessively identical with driver for described user side, and described identical Wi-Fi hotspot is private Wi-Fi hotspot, then determine that user side and driver hold to exist and brush single cheating.
11. devices according to claim 10, is characterized in that, described cheating determining unit comprises:
Multiplicity determination subelement, after determining the Wi-Fi hotspot that described user side and driver hold connection excessively identical, determines the multiplicity of the customer group of described identical Wi-Fi hotspot in setting-up time section;
Public WiFi determines subelement, if be less than setting threshold for described multiplicity, then determines that described identical Wi-Fi hotspot is public Wi-Fi hotspot;
Private WiFi determines subelement, if be not less than setting threshold for described multiplicity, then determines that described identical Wi-Fi hotspot is private Wi-Fi hotspot.
12. devices according to claim 8, is characterized in that, also comprise:
Point out careful sending module, for after determining the brush list cheating that user side and driver hold, hold transmission information to user side and driver, hold the described information of display with indicating user end and driver;
Return information receiver module, for receiving the return information of user side according to described information;
Transaction determination module, for according to described return information, determines whether Transaction Success.
13. devices according to claim 12, is characterized in that, whether described information comprises can not enjoy subsidy, accept;
Described transaction determination module comprises:
Transaction Success determining unit, for when described return information is for being, determines Transaction Success, not providing subsidy;
Fail Transaction determining unit, during for being no when described return information, determines Fail Transaction.
14. devices according to claim 13, is characterized in that, Fail Transaction determining unit also for:
After determining Fail Transaction, send the second information waiting for next driver's order to user side, with described second information of indicating user end display.
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| CN106960247A (en) * | 2017-03-24 | 2017-07-18 | 中国联合网络通信集团有限公司 | The net about monitoring method of car order, apparatus and system |
| CN106960247B (en) * | 2017-03-24 | 2020-11-10 | 中国联合网络通信集团有限公司 | Monitoring method, device and system for network taxi appointment orders |
| CN107146089A (en) * | 2017-03-29 | 2017-09-08 | 北京三快在线科技有限公司 | The single recognition methods of one kind brush and device, electronic equipment |
| CN107146089B (en) * | 2017-03-29 | 2020-11-13 | 北京三快在线科技有限公司 | Method and device for identifying bill swiping and electronic equipment |
| CN109729562A (en) * | 2017-10-31 | 2019-05-07 | 北京嘀嘀无限科技发展有限公司 | Connection method and attachment device, server, terminal, equipment and storage medium |
| CN110197378A (en) * | 2018-02-27 | 2019-09-03 | 北京嘀嘀无限科技发展有限公司 | The recognition methods and device that cheating department multiplies in network about parking lot scape |
| CN109285009A (en) * | 2018-08-06 | 2019-01-29 | 北京三快在线科技有限公司 | It brushes single recognition methods and brushes single identification device |
| CN109285009B (en) * | 2018-08-06 | 2021-03-02 | 北京三快在线科技有限公司 | Bill brushing identification method and bill brushing identification device |
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