CN107734456A - A kind of method and apparatus for recommendation service information - Google Patents

A kind of method and apparatus for recommendation service information Download PDF

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Publication number
CN107734456A
CN107734456A CN201711240200.4A CN201711240200A CN107734456A CN 107734456 A CN107734456 A CN 107734456A CN 201711240200 A CN201711240200 A CN 201711240200A CN 107734456 A CN107734456 A CN 107734456A
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China
Prior art keywords
information
user
user equipment
scene
location dependent
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Granted
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CN201711240200.4A
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Chinese (zh)
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CN107734456B (en
Inventor
程翰
樊龙夫
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Shanghai Lianshang Network Technology Co Ltd
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Shanghai Lianshang Network Technology Co Ltd
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Priority to CN201711240200.4A priority Critical patent/CN107734456B/en
Publication of CN107734456A publication Critical patent/CN107734456A/en
Application granted granted Critical
Publication of CN107734456B publication Critical patent/CN107734456B/en
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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
    • H04W4/02—Services making use of location information
    • H04W4/021—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • 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
    • H04L67/50—Network services
    • H04L67/52—Network services specially adapted for the location of the user terminal
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12—Messaging; Mailboxes; Announcements

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Information Transfer Between Computers (AREA)
  • Telephonic Communication Services (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The purpose of the application is to provide a kind of method and apparatus for recommendation service information, wherein, specifically include：The location dependent information that user equipment is sent is received, wherein, the location dependent information includes positional information and/or WiFi link informations；The scene information on services according to corresponding to the location dependent information determines the user equipment；According to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream informations；The scene information on services and the FEEDS stream informations are sent to the user equipment.The application recommends scenes function service and FEEDS stream informations according to the location dependent information and user related information of user to user, while user's basic scene function services demand is met, by recommending FEEDS stream informations to cater to other hobbies of user, the species of recommendation service has been widened significantly.

Description

A kind of method and apparatus for recommendation service information
Technical field
The application is related to the communications field, more particularly to a kind of technology for recommendation service information.
Background technology
With the fast development of the development of mobile Internet, especially intelligent mobile terminal, people gradually recognize mobile mutual The huge commercial value that networking is contained.Major Internet enterprises also begin to constantly release various mobile interchange services, wherein LBS (Location Based Services, based on location-based service) is just gradually being taken seriously.LBS is by telecommunications mobile operator Radio communication network (such as GSM nets, CDMA nets) or outside positioning method (such as GPS, Beidou navigation position) obtain it is mobile eventually The positional information (geographical coordinate or geodetic coordinates) of end subscriber, under the support of GIS platform, provides the user phase A kind of value-added service that should be serviced.
In various LBS services, it is a kind of common marketing to recommend surrounding commerce services based on customer position information Pattern, some have been achieved with huge duration success, be such as hungry, U.S. group.But these services are most of all to only have businessman Related commerce services, and the type of recommendation service is relatively simple, can not meet in present people's variation life style A variety of demands.
The content of the invention
The purpose of the application is to provide a kind of method and apparatus for recommendation service information.
According to the one side of the application, there is provided a kind of method for being used for recommendation service information at network equipment end, should Method includes：
Receive user equipment send location dependent information, wherein, the location dependent information include positional information and/or WiFi link informations；
The scene information on services according to corresponding to the location dependent information determines the user equipment；
According to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream Information；
The scene information on services and described information stream are sent to the user equipment.
According to further aspect of the application, there is provided a kind of method for being used for recommendation service information at user equipment end, This method includes：
Obtain the current location dependent information of user equipment, wherein, the location dependent information include positional information and/or WiFi link informations；
The location dependent information is sent to the corresponding network equipment；
Receive and present scene information on services and FEEDS stream informations that the network equipment returns.
According to the one side of the application, there is provided a kind of method for physical examination information on services, wherein, this method bag Include：
The user equipment obtains the current location dependent information of user equipment, and by the location dependent information send to The corresponding network equipment, wherein, the location dependent information includes positional information and/or WiFi link informations；
The network equipment receives the location dependent information, and the user equipment is determined according to the location dependent information Corresponding scene information on services, the user related information that user is corresponded to according to the user equipment determine that the user equipment is corresponding FEEDS stream informations, and the scene information on services and the FEEDS stream informations are sent to the user equipment.
The user equipment receives and the scene information on services and the FEEDS stream informations is presented.
According to the one side of the application, there is provided a kind of equipment for recommendation service information, the equipment include：
Processor；And
It is arranged to store the memory of computer executable instructions, the executable instruction makes the place when executed Device is managed to perform：
Receive user equipment send location dependent information, wherein, the location dependent information include positional information and/or WiFi link informations；
The scene information on services according to corresponding to the location dependent information determines the user equipment；
According to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream Information；
The scene information on services and described information stream are sent to the user equipment.
According to further aspect of the application, there is provided a kind of equipment for recommendation service information, the equipment include：
Processor；And
It is arranged to store the memory of computer executable instructions, the executable instruction makes the place when executed Device is managed to perform：
Obtain the current location dependent information of user equipment, wherein, the location dependent information include positional information and/or WiFi link informations；
The location dependent information is sent to the corresponding network equipment；
Receive and present scene information on services and FEEDS stream informations that the network equipment returns.
According to the one side of the application, there is provided a kind of computer-readable medium including instructing, the instruction is in quilt System is caused to carry out during execution：
Receive user equipment send location dependent information, wherein, the location dependent information include positional information and/or WiFi link informations；
The scene information on services according to corresponding to the location dependent information determines the user equipment；
According to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream letter Breath；
The scene information on services and described information stream are sent to the user equipment.
According to further aspect of the application, there is provided a kind of computer-readable medium including instructing, the instruction exist So that system is carried out when being performed：
Obtain the current location dependent information of user equipment, wherein, the location dependent information include positional information and/or WiFi link informations；
The location dependent information is sent to the corresponding network equipment；
Receive and present scene information on services and FEEDS stream informations that the network equipment returns.
Compared with prior art, the application recommends field according to the location dependent information and user related information of user to user Scape function services and FEEDS stream informations, while user's basic scene function services demand is met, by recommending FEEDS to flow Information caters to other hobbies of user, has widened the species of recommendation service significantly.Moreover, it is based on scenes function or user's phase The FEEDS stream informations of information are closed, make recommendation more accurate to a certain extent, suitable service can be recommended to user, greatly Ground improves the usage experience of user.
Brief description of the drawings
By reading the detailed description made to non-limiting example made with reference to the following drawings, the application's is other Feature, objects and advantages will become more apparent upon：
Fig. 1 shows a kind of system topological figure for recommendation service information according to the application one embodiment；
Fig. 2 shows a kind of method stream for being used for recommendation service information at network equipment end according to the application one embodiment Cheng Tu；
Fig. 3 shows the sub-step of a step in Fig. 2；
Fig. 4 shows a kind of method for being used for recommendation service information at user equipment end according to another embodiment of the application Flow chart；
Fig. 5 shows a kind of systems approach figure for recommendation service information according to the application one embodiment.
Same or analogous reference represents same or analogous part in accompanying drawing.
Embodiment
The application is described in further detail below in conjunction with the accompanying drawings.
In one typical configuration of the application, terminal, the equipment of service network and trusted party include one or more Processor (CPU), input/output interface, network interface and internal memory.
Internal memory may include computer-readable medium in volatile memory, random access memory (RAM) and/ Or the form such as Nonvolatile memory, such as read-only storage (ROM) or flash memory (flash RAM).Internal memory is computer-readable medium Example.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moved State random access memory (DRAM), other kinds of random access memory (RAM), read-only storage (ROM), electrically erasable Except programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read-only storage (CD- ROM), digital versatile disc (DVD) or other optical storages, magnetic cassette tape, magnetic disk storage or other magnetic storages Equipment or any other non-transmission medium, the information that can be accessed by a computing device available for storage.
The application meaning equipment includes but is not limited to user equipment, the network equipment or user equipment and the network equipment passes through Network is integrated formed equipment.The user equipment, which includes but is not limited to any one, to carry out man-machine interaction with user The mobile electronic product of (such as man-machine interaction is carried out by touch pad), such as smart mobile phone, tablet personal computer etc., the mobile electricity Sub- product can use any operating system, such as android operating systems, iOS operating systems.Wherein, the network equipment Including it is a kind of can be according to the instruction for being previously set or storing, the automatic electronic equipment for carrying out numerical computations and information processing, its Hardware includes but is not limited to microprocessor, application specific integrated circuit (ASIC), PLD (PLD), field programmable gate Array (FPGA), digital signal processor (DSP), embedded device etc..The network equipment includes but is not limited to computer, net The cloud that network main frame, single network server, multiple webserver collection or multiple servers are formed；Here, cloud is by based on cloud meter The a large amount of computers or the webserver for calculating (Cloud Computing) are formed, wherein, cloud computing is the one of Distributed Calculation Kind, a virtual supercomputer being made up of the computer collection of a group loose couplings.The network includes but is not limited to interconnect Net, wide area network, Metropolitan Area Network (MAN), LAN, VPN, wireless self-organization network (Ad Hoc networks) etc..Preferably, the equipment Can also be run on the user equipment, the network equipment or user equipment and the network equipment, the network equipment, touch terminal or The network equipment is integrated the program in formed equipment with touch terminal by network.
Certainly, those skilled in the art will be understood that the said equipment is only for example, and other are existing or are likely to occur from now on Equipment be such as applicable to the application, should also be included within the application protection domain, and be incorporated herein by reference herein.
In the description of the present application, " multiple " are meant that two or more, unless otherwise specifically defined.
Fig. 1 shows the typical scene of the application, the location dependent information that the network equipment is sent based on user equipment To scene information on services and FEEDS stream informations corresponding to user equipment recommendation.The recommendation service information process by user equipment with The network equipment, which coordinates, to be completed.
Fig. 2 shows a kind of method for being used for recommendation service information at network equipment end according to the application one side, Wherein, the method comprising the steps of S11, step S12, step S13 and step S14.In step s 11, the network equipment receives user The location dependent information that equipment is sent, wherein, the location dependent information includes positional information and/or WiFi link informations； In step S12, network equipment scene information on services according to corresponding to the location dependent information determines the user equipment；In step In rapid S13, the network equipment according to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream informations；In step S14, the network equipment sends the scene information on services and the FEEDS stream informations to described User equipment.Wherein, step S12 and step S13 can be order or separate.
Specifically, in step s 11, the network equipment receives the location dependent information that user equipment is sent, wherein, it is described Location dependent information includes positional information and/or WiFi link informations.Herein, location dependent information includes but is not limited to position letter Breath, the shifting as corresponding to GPS (Global Positioning System, worldwide navigation positioning system) location information, user equipment IP address information of location service information, user's Website login etc., and WiFi link informations are moved, as user equipment currently connects WAP access point MAC (Media Access Control, media access control) address information.Here, with Following examples are illustrated exemplified by the access point mac address information of the corresponding WAP currently connected of family equipment；Ability Field technique personnel will be understood that such embodiment is equally applicable to GPS location information, mobile location-based service information, IP address letter The other positions relevant informations such as breath.
In step s 12, network equipment scene according to corresponding to the location dependent information determines the user equipment takes Business information.For example, network equipment current location according to corresponding to location dependent information determines user equipment, in database Scene Location matches, it is determined that corresponding scene information on services, wherein, scene information on services is analyzed really according to big data by the network equipment Surely the preset service information of each scene is corresponded to.
In step s 13, the network equipment corresponds to the user related information of user according to the user equipment and determines the use FEEDS stream informations corresponding to the equipment of family.For example, the user equipment that the network equipment includes when sending information according to user equipment User corresponding to mac address information determination, user related information corresponding to the user is inquired about in database, and (such as historical behavior is believed Breath etc.), and based on FEEDS stream informations corresponding to user related information determination, wherein, FEEDS stream informations include being not limited to supply The information flow that user browses.Herein, the FEEDS stream informations refer to a kind of data formats of push, and website or application pass through FEEDS Manifold formula by latest services dissemination of information to user, wherein, the FEEDS manifolds formula includes but is not limited to push away mode, drawing side Any combination mode of formula, push-pull fashion and three kinds of modes etc..
In step S14, the network equipment sends the scene information on services and the FEEDS stream informations to the user Equipment.
For example, user holds user equipment, user just waits in martial arts circles's square subway station, behaviour of the user equipment based on user Make the location dependent information of the acquisition user equipment current location, martial arts circles's square subway station as user equipment currently connects is wireless The access point mac address information of access point, then, user equipment send the access point mac address information to the network equipment.Net Network equipment receives the access point mac address information for martial arts circles's square subway station WAP that user equipment is sent, and is based on being somebody's turn to do Mac address information identifies matching in database, it is determined that the scene information on services of corresponding martial arts circles square subway station, such as in subway Stand conventional instation guidance, subway line inquiry, shared bicycle etc.；The network equipment is determined based on the information that the user equipment is sent User corresponding to the user equipment, and inquire about in database the historical behavior information of the user, the historical behavior based on user Information matches in database, it is determined that corresponding FEEDS stream informations, often see e-book, network during being awaited a subway such as the user Equipment recommends the e-book of same type to the user.Then, the scene information on services and FEEDS of determination are flowed letter by the network equipment Breath is sent to user equipment.User equipment is received and instation guidance corresponding to martial arts circles's square subway station is presented, subway line is inquired about, The FEEDS stream informations such as the scene information on services such as shared bicycle and e-book recommendation.
And for example, user holds user equipment, and user just waits in martial arts circles's square subway station, behaviour of the user equipment based on user Make the location dependent information of the acquisition user equipment current location, such as the current GPS of user equipment location information, then, user Equipment sends the GPS location information to the network equipment.The network equipment receives the GPS location information that user equipment is sent, and base Determine that customer location is martial arts circles's square subway station in the GPS location information, matching is then identified in database, it is determined that corresponding The scene information on services of martial arts circles's square subway station, the instation guidance such as commonly used in subway station, subway line inquiry, shared bicycle Deng；The network equipment determines user corresponding to the user equipment based on the information that the user equipment is sent, and is inquired about in database The historical behavior information of the user, the historical behavior information based on user match in database, it is determined that corresponding FEEDS stream letters Breath, e-book is often seen during being awaited a subway such as the user, recommends the e-book of same type to the user.Then, the network equipment The scene information on services of determination and FEEDS stream informations are sent to user equipment.User equipment receives and martial arts circles square is presented The FEEDS streams such as scene information on services and e-book recommendation such as instation guidance, subway line inquiry, shared bicycle corresponding to iron station Information.
Here, those skilled in the art it should be appreciated that above-mentioned location dependent information and/or scene information on services and/ Or FEEDS stream informations are only for example, other guide that is existing or occurring scene information on services and/or FEEDS stream informations from now on, such as Fruit can be applied to the application, should also be included in the protection domain of the application, and be incorporated herein in the form of reference.
In certain embodiments, as shown in figure 3, step S12 includes sub-step S121 and sub-step S122.In step In S121, network equipment scene information according to corresponding to the location dependent information determines the user equipment；In step S122 In, the scene information on services according to corresponding to the scene information determines the user equipment.Set for example, the network equipment receives user The location dependent information that preparation is sent, scene information corresponding to determination is first matched in database according to the location dependent information, then The scene information on services according to corresponding to determining the scene information.Herein, each scene scene clothes corresponding with each scene in database Corresponding relation between business information is analyzed to obtain by the network equipment according to big data.
For example, the network equipment receives the access point of the WAP of martial arts circles's square subway station of user equipment transmission Mac address information, determine user equipment current scene information for martial arts circles's square subway station scene letter based on the mac address information Breath, and the scene information on services according to corresponding to martial arts circles's square subway station scene information determines in database, as instation guidance, Iron circuit query, shared bicycle etc., wherein, these scene information on services can be that the network equipment counts determination according to big data The default information on services or the network equipment of martial arts circles's square subway station scene are according to the characteristic of martial arts circles's square subway station The information on services suitable for the subway station scene of real-time matching.
In certain embodiments, in step S121, network equipment POI according to corresponding to determining the location dependent information Scene or AOI scenes, to be used as scene information corresponding to the user equipment.In certain embodiments, in step S121, net Network equipment inquires about the POI scenes for determining to cover the user equipment current location according to the location dependent information, to be used as institute State scene information corresponding to user equipment；Otherwise, the network equipment is inquired about according to the location dependent information determines to cover the use The AOI scenes of family equipment current location, to be used as scene information corresponding to the user equipment.For example, POI scenes are to pass through The scene information for the point of interest that big data analyzes, including the information such as the title of point of interest, geographical position；AOI scenes are to pass through The scene information in the interest region of big data analytic statistics, including the title in interest region, geographic range and the region include The information such as POI scenes.The network equipment POI scenes or AOI according to corresponding to the location dependent information determination that user equipment is sent Scene, if it is unique POI scenes that the location dependent information, which corresponds to scene, it is determined that scene service letter corresponding to the POI scenes Breath；If the unique POI scenes of the scene can not be determined, and these POI scenes are both contained in same AOI scenes, it is determined that the position It is the AOI scenes to put scene corresponding to relevant information, and determines scene information on services corresponding to the AOI scenes；If it is determined that the position It is AOI scenes to put scene corresponding to relevant information, then further determines that scene information on services corresponding to the AOI scenes.
For example, user holds user equipment, user is just lined up in so-and-so chafing dish restaurant and had dinner, behaviour of the user equipment based on user Make to obtain the location dependent information of the user equipment current location, so-and-so the chafing dish restaurant wireless access currently connected such as user equipment The access point mac address information of point, then, user equipment sends the access point mac address information to the network equipment.Network is set The standby access point mac address information for receiving so-and-so the chafing dish restaurant WAP that user equipment is sent, and believed based on the MAC Address Breath identifies matching in database, it is determined that the POI scene information on services of so-and-so corresponding chafing dish restaurant, the row such as commonly used in chafing dish restaurant Team calls out the numbers, orders online, checked online.
And for example, user holds user equipment, and user holds user equipment, and user is just in so-and-so market shopping, user equipment Operation based on user obtains the location dependent information of the user equipment current location, so-and-so business currently connected such as user equipment The access point mac address information of field WAP, then, user equipment sends the access point mac address information to network Equipment.The network equipment receives the access point mac address information for so-and-so the market WAP that user equipment is sent, and is based on being somebody's turn to do Mac address information identifies matching in database, it is determined that the AOI scene information on services in so-and-so corresponding market, such as normal in market Shop displaying, mall navigation, food and beverage sevice etc..
And for example, user holds user equipment, and user holds user equipment, and user is just in so-and-so market shopping, user equipment Operation based on user obtains the location dependent information of the user equipment current location, the current GPS location letter such as user equipment Breath, then, user equipment sends the GPS location information to the network equipment.The network equipment, which receives the GPS that user equipment is sent, to be determined Position information, and matching is identified in database based on the GPS location information, determine AOI scenes service letter corresponding to so-and-so market Breath, and POI corresponding to so-and-so clothes shop, so-and-so chafing dish restaurant in market etc., then the network equipment is by this corresponding to so-and-so market The service of AOI scenes is used as scene information, and determines scene information on services corresponding to the AOI scenes, the shop such as commonly used in market Displaying, mall navigation, food and beverage sevice etc..
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned scene information on services is only for example The other guide of live scape information on services, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, in step s 13, the network equipment is according to the user related information, and with reference to the field Scape information, determine FEEDS stream informations corresponding to the user equipment.For example, after the network equipment determines scene information, based on reception The location dependent information arrived, and combine the scene information determined, it is determined that corresponding FEEDS stream informations, and by the FEEDS stream informations Send to user equipment.
For example, user is in so-and-so market shopping, the network equipment receives so-and-so market wireless access of user equipment transmission The access point mac address information of point, and determine scene information for AOI scenes corresponding to so-and-so market based on the mac address information Information.AOI scene information of the network equipment based on the market, and user related information, it is determined that corresponding FEEDS stream informations, POI scenes as included so-and-so chafing dish restaurant in so-and-so market AOI scene informations, user once the chafing dish restaurant have dinner and to it is good Comment, the network equipment determines that the recommendation service of so-and-so chafing dish restaurant is corresponding FEEDS stream informations, recommends so-and-so market to user equipment Scene information on services while recommend FEEDS stream informations corresponding to so-and-so chafing dish restaurant.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned FEEDS stream informations are only for example The other guide of existing FEEDS stream informations, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, in step s 13, if the network equipment obtains meets visiting demand under the scene information Dry material information, the user related information of user is corresponded to according to the user equipment, the preferred institute from some material informations State FEEDS stream informations corresponding to user equipment.For example, the location dependent information that the network equipment is sent according to user equipment, according to The location dependent information determined in database corresponding to scene information, then, the network equipment obtains to be met under the scene information Some material informations of visiting demand, and according to the user related information that user is corresponded in database, from some material informations It is preferred that FEEDS stream informations corresponding to determining, the FEEDS stream informations are sent to user equipment.
For example, user holds user equipment, user waits in martial arts circles's square subway station, operation of the user equipment based on user Instruction, the access point mac address information for martial arts circles's square subway station WAP that user equipment currently connects is sent to net Network equipment.The network equipment receives access point MAC address informations, is closed by the way that mac address information is corresponding with each scene information Scene corresponding to system's determination is martial arts circles's square subway station scene information；The network equipment, which obtains martial arts circles's square subway station scene information, expires Some material informations of sufficient visiting demand, as user connects martial arts circles's square subway station WAP frequency more than or equal to ten It is secondary, obtain on subway line adjustment related news, martial arts circles square subway station periphery food and drink recommendation etc..Then, network equipment root The user related information of user is corresponded to according to the user equipment stored in database, as user often browses the historical behavior letter of news Breath, it is determined that the information on subway line adjustment related news is preferably FEEDS stream informations, and the FEEDS stream informations are sent out Deliver to user equipment.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned some material informations are only for example The other guide of existing some material informations, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, in step s 13, the network equipment corresponds to user's correlation of user according to the user equipment Information, and with reference to current time information and/or the put relevant information, determine FEEDS streams letter corresponding to the user equipment Breath.For example, the user equipment mac address information included in the information that the network equipment is sent according to user equipment determines user equipment Corresponding user, the user related information corresponding to determination in data, and according to user related information, with reference to current time information And/or the location dependent information, determine FEEDS stream informations corresponding to the user equipment.
For example, user gets home in the quitting time, operational order of the user equipment based on user, user equipment is currently connected The access point mac address information of user family's WAP send to the network equipment.The network equipment receives access point MAC Address information, determine that user equipment corresponds to user according to the user equipment mac address information that user equipment transmission packet contains, User's history behavioural information corresponding to the user is inquired about in database, as user often has dinner at this next time point, and is passed through Often made a reservation in so-and-so fast food restaurant；Network equipment combination current point in time is the next time for eating meals of the user, determines so-and-so fast food restaurant FEEDS stream informations corresponding to being recommended as.Then, the network equipment sends the FEEDS stream informations to user equipment.Wherein, network Equipment can the operational order based on user, the access point mac address information for the WAP not stored in database is entered Row scene information marks, and the scene information as corresponding to the access point mac address information mark by family is labeled as house.
For example, user operational order of the user equipment based on user, user equipment is currently connected just in so-and-so market shopping So-and-so the access point mac address information of market WAP connect is sent to the network equipment.The network equipment receives the access point Mac address information, user current location is determined as so-and-so market according to the mac address information, and sent and be somebody's turn to do based on user equipment The user equipment mac address information included during information determines that user equipment corresponds to user, inquires about corresponding user's in database User's history behavioural information, as user often does shopping in so-and-so clothes shop in the market.The network integration historical behavior information and Current location information, it is corresponding FEEDS stream informations to determine so-and-so clothes shop, and the FEEDS stream informations are sent to user equipment.
For example, user takes subway in the quitting time arrives at martial arts circles's square subway station, operation of the user equipment based on user Instruction, the access point mac address information for martial arts circles's square subway station WAP that user equipment currently connects is sent to net Network equipment.The network equipment receives the access point mac address information, determines that user current location is according to the mac address information Martial arts circles's square subway station, the user equipment mac address information contained according to user equipment transmission packet determine that user equipment is corresponding User, user's history behavioural information corresponding to the user is inquired about in database, as user often come off duty this time point if Meal；Network equipment combination current point in time is the next time for eating meals of the user, and user current location is martial arts circles's square subway station, Determine that martial arts circles's square subway station periphery food and drink is recommended as corresponding FEEDS stream informations.Then, the FEEDS is flowed and believed by the network equipment Breath is sent to user equipment.
In certain embodiments, step S13 includes sub-step S131 (not shown) and sub-step S132 (not shown). In step S131, the network equipment corresponds to the user related information of user according to the user equipment, determines the user equipment pair The multiple candidate FEEDS stream informations answered；In step S132, the network equipment combines current according to the user related information Temporal information and/or the put relevant information, determine that the user equipment is corresponding from the multiple candidate FEEDS stream informations FEEDS stream informations.For example, the network equipment determines multiple candidate FEEDS stream informations according to user related information, and combine and work as Preceding temporal information and/or current location information etc., determine to best suit active user's demand from multiple candidate FEEDS stream informations FEEDS stream informations.
For example, user holds user equipment, user takes subway in the quitting time and arrives at martial arts circles's square subway station, Yong Hushe The standby operational order based on user, the access point MAC for martial arts circles's square subway station WAP that user equipment is currently connected Address information is sent to the network equipment.The network equipment receives the access point mac address information, true according to the mac address information It is martial arts circles's square subway station to determine user current location, the user equipment mac address information contained according to user equipment transmission packet Determine that user equipment corresponds to user, user's history behavioural information corresponding to the user is inquired about in database, as user often reads E-book is read, user often has dinner at this next time point or leaves for XX gymnasiums motion etc., the network equipment from family According to the user's history behavior determines periphery food and beverage sevice, the inquiry of body-building course, e-book reading is recommended, neighbouring group chat waits Select FEEDS stream informations.
Then, network equipment is based on current time information and/or current location information and determines use from candidate FEEDS streams FEEDS stream informations corresponding to the equipment of family.Such as, network equipment combination current location is martial arts circles's square subway station, is flowed from candidate FEEDS Determine that martial arts circles square subway station periphery food and drink, the group chat near martial arts circles square and e-book reading are recommended etc. to be corresponding in information FEEDS stream informations；And for example, network equipment combination current time is the history row of quitting time and user in current time To determine the periphery food and drink of martial arts circles square and the inquiry of body-building course etc. for corresponding FEEDS stream informations；Also such as, network equipment knot Conjunction current time is the quitting time, and current location is martial arts circles's square subway station, determines that martial arts circles's square subway station periphery food and drink is Corresponding FEEDS stream informations.Then, the network equipment sends corresponding FEEDS stream informations to user equipment.
In certain embodiments, step S132 includes sub-step S1321 (not shown) and step S1322 (not shown). Step is in S1321, and the network equipment is according to the user related information, and with reference to current time information and/or the put phase Information is closed, determines the precedence information of the candidate FEEDS stream informations；In step S1322, the network equipment is according to described preferential Level information determines FEEDS stream informations corresponding to the user equipment from the multiple candidate FEEDS stream informations.In some implementations In example, in step S1321, the network equipment is according to the user related information, and with reference to current time information and/or the institute Put relevant information, weighting determines the precedence information of the candidate FEEDS stream informations, wherein, it is the user related information, described The weight of location dependent information and the current time information is successively decreased.For example, the network equipment is according to user related information, and tie Close current time information and/or the put relevant information determine corresponding to candidate's FEEDS stream informations, and according to user it is related, The weighting properties such as time correlation, position correlation determine the precedence information of candidate's FEEDS stream informations, then, the network equipment according to The precedence information of candidate's FEEDS stream informations therefrom determine corresponding to FEEDS stream informations.
For example, user takes subway in the quitting time arrives at martial arts circles's square subway station, the network equipment is according to the user's history Behavior, the periphery food and beverage sevice of martial arts circles square, the inquiry of body-building course, e-book reading are determined with reference to current time and positional information etc. Recommend, candidate's FEEDS stream informations such as group chat near martial arts circles square, and the user personality based on each candidate FEEDS stream informations, when Between characteristic, position characteristic weighted average determine the precedence informations of candidate FEEDS stream informations.Such as, the power of pre-set user characteristic Weight is 0.5, and the weight of time response is 0.3, and the weight of position characteristic is 0.2, and each candidate FEEDS is determined according to default algorithm Stream information correlation properties correlation is simultaneously normalized, and it is 0.5 to be weighed such as the user personality of martial arts circles square periphery food and beverage sevice, Time response power is 0.6, and position characteristic 0.8, the network equipment is determined corresponding to martial arts circles square periphery food and drink FEEDS stream informations Precedence information is 0.5*0.5+0.6*0.3+0.8*0.2=0.59；Similarly determine that the precedence information that body-building course is inquired about is 0.6*0.5+0.7*0.3+0.3*0.2=0.57, the precedence information that e-book reading is recommended is 0.8*0.5+0.2*0.3+ 0.1*0.2=0.48, the precedence information of the group chat near martial arts circles square is 0.4*0.5+0.4*0.3+0.7*0.2=0.46. Then, precedence information of the network equipment based on these candidate's FEEDS stream informations enters row major and recommended, such as according to priority Information is compared the first two for taking precedence information higher and recommended, then the network equipment determines the periphery food and drink of martial arts circles square It is corresponding FEEDS stream informations with the inquiry of body-building course.Then, the network equipment sends corresponding FEEDS stream informations to user Equipment.
In certain embodiments, in step s 13, the network equipment corresponds to user's correlation of user according to the user equipment Information, and current time information is combined, the history material information that the user once accessed in the identical period is determined, is gone through according to described History material information determines FEEDS stream informations corresponding to the user equipment.In certain embodiments, it is described according to the history Material information determines that FEEDS stream informations include corresponding to the user equipment：According to the history material information, and with reference to described Location dependent information, determine FEEDS stream informations corresponding to the user equipment.
For example, user prepares to leave for company from family in the morning, user equipment is by the access point of the WAP of connection Mac address information is sent to the network equipment.The network equipment receives the mac address information, is determined according to the mac address information current Position is position corresponding to family's scene information of user's mark, and the user equipment that includes when sending message based on user equipment Mac address information determines that user equipment corresponds to user, and inquires about in database the historical behavior information of the user and combine and work as The preceding time is morning on working day, the history material information that user accessed in the identical period is determined, such as user's history behavioural information Middle current time often inquire about use at home by road traffic condition, is made a reservation in company using breakfast.The network equipment combines current Position is family, determines road traffic condition inquiry as corresponding FEEDS stream informations, and the FEEDS stream informations are sent to user Equipment.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned history material information is only for example The other guide of existing history material information, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, in step S14, if obtaining the scene information on services, the network equipment is by the scene Information on services is sent to the user equipment with the FEEDS stream informations；Otherwise, the network equipment by generic service information and/or The FEEDS stream informations are sent to the user equipment.In certain embodiments, the generic service information include it is following at least Any one：The recommendation service information of current application；The scene input information of current scene.Generic service information herein includes nothing The network equipment recommends the wider general information on services of applicability to user equipment in the case of scene information.
For example, user, in so-and-so area newly developed, the network equipment receives the location dependent information of user equipment transmission, such as connects The access point mac address information or GPS location informations of the WAP in the area newly developed connect.The network equipment is based on the access Point mac address information or GPS location information can not determine corresponding to scene information, the network equipment is based on user's phase in database Close FEEDS stream informations such as e-book reading etc. corresponding to information determination.Then, the network equipment by generic service with determine FEEDS stream informations are sent to user equipment.User equipment receives and generic service is presented and FEEDS stream informations, wherein, it is general Service includes but is not limited to：The information on services such as small video, friend-making, live；Current scene inputs information, and present bit is inputted for user The scene information for the position that the scene information put or user's input will be gone.
It is existing or lead to from now on here, those skilled in the art are it should be appreciated that above-mentioned general information is only for example With the other guide of information on services, if it is possible to suitable for the application, should also be included in the protection domain of the application, and with The form of reference is incorporated herein.
In certain embodiments, in step s 11, the network equipment receives location dependent information and the institute that user equipment is sent The user related information that user equipment corresponds to user is stated, wherein, the location dependent information includes positional information and/or WiFi connects Connect information；Wherein, in step s 13, the network equipment determines institute according to the location dependent information and the user related information State FEEDS stream informations corresponding to user equipment.For example, the network equipment receive user equipment send location dependent information and User related information, FEEDS stream informations are determined according to user related information, wherein, user related information includes user should Historical behavior, user's portrait, historical behavior of the user in third-party application in etc..
For example, user holds user equipment, user just waits in martial arts circles's square subway station, behaviour of the user equipment based on user Make the location dependent information of the acquisition user equipment current location, martial arts circles's square subway station as user equipment currently connects is wireless The access point mac address information of access point, user equipment send the access point mac address information and user related information to net Network equipment.The network equipment receives the access point mac address information for martial arts circles's square subway station WAP that user equipment is sent And user related information, the user related information storage or update the data in storehouse on this that the network equipment is sent based on user equipment User equipment corresponds to the user related information of user；The network equipment identifies that matching is true based on the user related information in database FEEDS stream informations corresponding to fixed, as user related information includes the historical behavior that the user often sees e-book, network equipment base Determine that the e-book of certain same type is recommended as corresponding FEEDS stream informations in the user's history behavior.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned user related information is only for example The other guide of existing user related information, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, this method also includes step S15 (not shown).In step S15, the network equipment, which receives, to be used The user that family equipment is sent is accessed the position of the scene information on services or the FEEDS stream informations correspondence position information please Ask, the position access response information according to corresponding to determining the position access request, and the position access response information is sent out Deliver to the user equipment.After user equipment receives and scene information on services and the FEEDS information of network equipment transmission is presented, base The operation of positional information, user equipment are set to the network in user is to the scene information on services or the FEEDS stream informations Preparation send position access request, and the network equipment receives the position access request, based on position corresponding to the determination of position access request Access response information, and the position access response information is sent to user equipment.Wherein, the position access response packet Include POI and the neighbouring people or group chat information etc. of the position correspondence.
For example, user equipment, which receives and the network equipment is presented, sends the FEEDS stream informations such as body-building study course, wherein, presenting The positional information of XX gymnasiums corresponding to the body-building study course, user is presented in correspondence position in the page of the FEEDS stream information pages The positional information is clicked on, operation of the user equipment based on user, position corresponding to the positional information is sent to the network equipment and accesses Request, the network equipment is according to corresponding to corresponding positional information determines the positional information in database in the position access request The FEEDS stream informations such as people or group chat near the POI scenes information on services of XX gymnasiums and XX gymnasiums, and by the POI fields Scape information on services and FEEDS stream informations are sent to user equipment.
Fig. 4 shows a kind of method for being used for recommendation service at user equipment end according to the application, wherein, this method bag Include step S21, step S22 and step S23.In the step s 21, user equipment obtains the related letter in the current position of user equipment Breath, wherein, the location dependent information includes positional information and/or WiFi link informations；In step S22, user equipment will The location dependent information is sent to the corresponding network equipment；In step S23, user equipment receives and the network is presented and sets The standby scene information on services and FEEDS stream informations returned.For example, operation of the user equipment based on user obtains current position phase Information is closed, and the location dependent information is sent to the network equipment；The network equipment is based on corresponding to location dependent information determination Scene information on services and FEEDS stream informations, and the scene information on services and FEEDS stream informations are sent to user equipment；User Equipment receives and the scene information on services and FEEDS stream informations is presented.
For example, user holds user equipment, user just waits in martial arts circles's square subway station, behaviour of the user equipment based on user Make the location dependent information of the acquisition user equipment current location, martial arts circles's square subway station as user equipment currently connects is wireless The access point mac address information of access point, then, user equipment send the access point mac address information to the network equipment.Net Network equipment identifies matching based on the MAC address informations in database, it is determined that corresponding scene information on services, such as normal in subway station Instation guidance, subway line inquiry, shared bicycle etc.；The network equipment is true based on user's history behavioural information in data etc. FEEDS stream informations corresponding to fixed, often see e-book during being awaited a subway such as the user, the network equipment is recommended mutually similar to the user The e-book of type.Then, the scene information on services of determination and FEEDS stream informations are sent to user equipment by the network equipment.User The scene service letter such as equipment receives and instation guidance corresponding to martial arts circles's square subway station is presented, subway line inquiry, shared bicycle The FEEDS stream informations such as breath and e-book reading.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned location dependent information is only for example The other guide of existing location dependent information, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, this method also includes step S24 (not shown).In step s 24, user equipment is to described Location dependent information is pre-processed；Wherein, in step S22, user equipment is by the pretreated location dependent information Send to the corresponding network equipment.For example, user equipment obtains current location relevant information, and relevant information is located in advance Reason, pretreated location dependent information is sent to the network equipment.
For example, operation of the user equipment based on user obtains the location dependent information of the user equipment current location, such as use The access point MAC address informations for martial arts circles's square subway station WAP that family equipment currently connects, then, user equipment root Determine that current location is martial arts circles's square subway station according to access point mac address information, and martial arts circles's square subway station positional information hair Deliver to the network equipment.The network equipment determines that scene information is wide for martial arts circles based on martial arts circles's square subway station positional information received Scene information corresponding to the subway station of field, and the further scene information on services according to corresponding to obtaining the scene information, as led in station Boat, subway line inquiry, shared bicycle etc..
In certain embodiments, in step S22, user equipment is by the location dependent information and the user equipment pair Sent using the user related information at family to the corresponding network equipment.For example, after user equipment obtains location dependent information, by position Put relevant information and user related information is sent to the network equipment, the network equipment receives the related letter in position that user equipment is sent Breath and user related information, and determine scene information on services based on location dependent information information, according to location dependent information and User related information determines FEEDS stream informations, wherein, user related information includes user's historical behavior in this application, used Family portrait, the historical behavior of user in third-party application etc..In certain embodiments, user equipment enters to user related information After row processing, obtain preferable user related information, and by the preferable user related information and location dependent information send to The network equipment.
For example, user holds user equipment, user just waits in martial arts circles's square subway station, behaviour of the user equipment based on user Make the location dependent information of the acquisition user equipment current location, martial arts circles's square subway station as user equipment currently connects is wireless The access point mac address information of access point, user equipment send the access point mac address information and user related information to net Network equipment, wherein, user related information includes the historical behavior of user, if user is often in the electricity awaited a subway and read by the subway Philosophical works etc., in addition, user equipment can be handled first user related information before user related information is sent, such as remove weight Multiple or insignificant historical behavior information, only sent to the network equipment in the recent period than more typical user's history behavioural information.Net Network equipment receives the access point mac address information and user's correlation for martial arts circles's square subway station WAP that user equipment is sent Information, and matching is identified in database based on the MAC address informations, it is determined that the scene clothes of corresponding martial arts circles square subway station Business information, the instation guidance such as commonly used in subway station, subway line inquiry, shared bicycle；The network equipment is based on user equipment The user related information of transmission, the user related data in storehouse is updated the data, and the user related information determines in database Corresponding FEEDS stream informations, as user related information includes historical behavior that e-book is often seen during the user awaits a subway, The network equipment determines that the e-book of certain same type is recommended as corresponding FEEDS stream informations based on the user's history behavior.
It is existing or go out from now on here, those skilled in the art are it should be appreciated that above-mentioned user related information is only for example The other guide of existing user related information, if it is possible to suitable for the application, should also be included in the protection domain of the application, And it is incorporated herein in the form of reference.
In certain embodiments, in step S23, user equipment receives the scene information on services that the network equipment returns With FEEDS stream informations, based on service page corresponding to the scene information on services and FEEDS stream informations generation, and present The service page.In certain embodiments, the service page also includes one or more of the user in the service page User accesses record information.
For example, user equipment receives the martial arts circles such as the instation guidance of network equipment return, subway line inquiry, shared bicycle Square subway station scene information on services, and the FEEDS stream informations such as e-book recommendation, neighbouring group chat, periphery food and drink recommendation, root According to service page corresponding to receiving scene information on services and the generation of FEEDS stream informations, and these clothes are presented in service page It is engaged in information, as the scene information of current martial arts circles square subway station is presented in user equipment in page title, and below title The scene information on services such as instation guidance, subway line inquiry, shared bicycle are presented in subtitle position, and then, user equipment is under The FEEDS stream informations such as e-book recommendation, neighbouring group chat, periphery food and drink recommendation are shown in upright text, wherein, each scene clothes Include but is not limited in page location corresponding to information of being engaged in and FEEDS stream informations：Corresponding information on services displaying, information on services phase The entrance of the next step of audio, information on services associated video and information on services is closed, as subway line inquiry does not only have subway line The information such as road displaying icon, audio, video, also respectively plow the entrance of the detailed arrival time table of iron.
In certain embodiments, this method also includes step S24 (not shown), in step s 24, if obtaining the user The access that one or more of users are accessed with one of record information operates, and user equipment, which calls, performs accessed user Access destination service application corresponding to record information.For example, after the excessively corresponding information on services of user equipment access, user equipment life Into and store the access record information of this information on services；If user equipment obtains user to the user to one or more Individual user accesses the access operation of one of record information, and user equipment calls the access record information, and performance objective service Using.
For example, user equipment once accessed the scene information on services of subway line inquiry, user equipment generates accordingly Record information is accessed corresponding to the application of iron circuit query, and is put into history information list.User now receives network Scene information on services and FEEDS stream informations corresponding to so-and-so market that equipment is sent, now, user is presented in user equipment Click on subway line inquiry in history information row to be served by, then operation of the user equipment based on user, calling performs ground Iron circuit query is served by.
In certain embodiments, this method also includes step S25 (not shown).In step s 25, user equipment according to Access operation of the family to the scene information on services or the FEEDS stream informations correspondence position information, sends out to the network equipment The position access request on the positional information is sent, and receives and the network equipment is presented and be based on the position access request The position access response information of return.
For example, user equipment, which receives and the network equipment is presented, sends the FEEDS stream informations such as body-building study course, wherein, presenting The positional information of XX gymnasiums corresponding to the body-building study course, user is presented in correspondence position in the page of the FEEDS stream information pages Click on the positional information, operation of the user equipment based on user, position access request corresponding to generation, wherein, the position accesses The positional information of request bag gymnasium containing XX.Then, user equipment sends position corresponding to the positional information to the network equipment and visited Request is asked, the network equipment determines that the positional information is corresponding according to corresponding positional information in the position access request in database XX gymnasiums POI scenes information on services and XX gymnasiums near people or the FEEDS stream informations such as group chat, and by the POI Scene information on services and FEEDS stream informations are sent to user equipment.
Fig. 5 shows a kind of method for recommendation service information of the one side according to application, wherein, this method bag Include：
The user equipment obtains the current location dependent information of user equipment, and by the location dependent information send to The corresponding network equipment, wherein, the location dependent information includes positional information and/or WiFi link informations；
The network equipment receives the location dependent information, and the user equipment is determined according to the location dependent information Corresponding scene information on services, the user related information that user is corresponded to according to the user equipment determine that the user equipment is corresponding FEEDS stream informations, and the scene information on services and the FEEDS stream informations are sent to the user equipment.
The user equipment receives and the scene information on services and the FEEDS stream informations is presented.
Present invention also provides a kind of computer program product, when the computer program product is performed by computer equipment When, the method as described in preceding any one is performed.
Present invention also provides a kind of computer equipment, the computer equipment includes：
One or more processors；
Memory, for storing one or more computer programs；
When one or more of computer programs are by one or more of computing devices so that it is one or Multiple processors realize the method as described in preceding any one.
It should be noted that the application can be carried out in the assembly of software and/or software and hardware, for example, can adopt With application specific integrated circuit (ASIC), general purpose computer or any other realized similar to hardware device.In one embodiment In, the software program of the application can realize steps described above or function by computing device.Similarly, the application Software program (including related data structure) can be stored in computer readable recording medium storing program for performing, for example, RAM memory, Magnetically or optically driver or floppy disc and similar devices.In addition, some steps or function of the application can employ hardware to realize, example Such as, coordinate as with processor so as to perform the circuit of each step or function.
In addition, the part of the application can be applied to computer program product, such as computer program instructions, when its quilt When computer performs, by the operation of the computer, it can call or provide according to the present processes and/or technical scheme. Those skilled in the art will be understood that existence form of the computer program instructions in computer-readable medium includes but is not limited to Source file, executable file, installation package file etc., correspondingly, the mode that computer program instructions are computer-executed include but It is not limited to：The computer directly performs the instruction, or the computer compile perform again after the instruction corresponding to compile after program, Either the computer read and perform the instruction or the computer read and install perform again after the instruction corresponding to install after Program.Here, computer-readable medium can be available for computer access any available computer-readable recording medium or Communication media.
Communication media includes thereby including such as computer-readable instruction, data structure, program module or other data Signal of communication is sent to the medium of another system from a system.Communication media may include have the transmission medium led (such as electric Cable and line (for example, optical fiber, coaxial etc.)) and can propagate wireless (not having the transmission the led) medium of energy wave, such as sound, electricity Magnetic, RF, microwave and infrared.Computer-readable instruction, data structure, program module or other data can be embodied as example wireless Medium (such as carrier wave or be such as embodied as spread spectrum technique a part similar mechanism) in modulated message signal. Term " modulated message signal " refers to that one or more feature is modified or set in a manner of coding information in the signal Fixed signal.Modulation can be simulation, digital or Hybrid Modulation Technology.
Unrestricted as example, computer-readable recording medium may include for storing such as computer-readable finger Make, the volatibility that any method or technique of the information of data structure, program module or other data is realized and it is non-volatile, can Mobile and immovable medium.For example, computer-readable recording medium includes, but not limited to volatile memory, such as with Machine memory (RAM, DRAM, SRAM)；And nonvolatile memory, such as flash memory, various read-only storages (ROM, PROM, EPROM, EEPROM), magnetic and ferromagnetic/ferroelectric memory (MRAM, FeRAM)；And magnetic and optical storage apparatus (hard disk, Tape, CD, DVD)；Or other currently known media or Future Development can store the computer used for computer system Readable information/data.
Here, including a device according to one embodiment of the application, the device includes being used to store computer program The memory of instruction and the processor for execute program instructions, wherein, when the computer program instructions are by the computing device When, trigger methods and/or techniques scheme of the plant running based on foregoing multiple embodiments according to the application.
It is obvious to a person skilled in the art that the application is not limited to the details of above-mentioned one exemplary embodiment, Er Qie In the case of without departing substantially from spirit herein or essential characteristic, the application can be realized in other specific forms.Therefore, no matter From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, scope of the present application is by appended power Profit requires rather than described above limits, it is intended that all in the implication and scope of the equivalency of claim by falling Change is included in the application.Any reference in claim should not be considered as to the involved claim of limitation.This Outside, it is clear that the word of " comprising " one is not excluded for other units or step, and odd number is not excluded for plural number.That is stated in device claim is multiple Unit or device can also be realized by a unit or device by software or hardware.The first, the second grade word is used for table Show title, and be not offered as any specific order.

Claims (26)

1. a kind of method for being used for recommendation service information at network equipment end, wherein, this method includes：
The location dependent information that user equipment is sent is received, wherein, the location dependent information includes positional information and/or WiFi Link information；
The scene information on services according to corresponding to the location dependent information determines the user equipment；
According to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream informations；
The scene information on services and described information stream are sent to the user equipment.
2. the method according to claim 11, wherein, it is described that the user equipment pair is determined according to the location dependent information The scene information on services answered, including：
The scene information according to corresponding to the location dependent information determines the user equipment；
The scene information on services according to corresponding to the scene information determines the user equipment.
3. the method according to claim 11, wherein, it is described that the user equipment pair is determined according to the location dependent information The scene information answered, including：
POI scenes or AOI scenes according to corresponding to determining the location dependent information, to be used as field corresponding to the user equipment Scape information.
4. the method according to claim 11, wherein, it is described that the user equipment pair is determined according to the location dependent information The scene information answered, including：
The POI scenes for determining to cover the user equipment current location are inquired about according to the location dependent information, using as described Scene information corresponding to user equipment；Otherwise,
The AOI scenes for determining to cover the user equipment current location are inquired about according to the location dependent information, using as described Scene information corresponding to user equipment.
5. the method according to any one of claim 2 to 4, wherein, it is described to correspond to user's according to the user equipment User related information determines FEEDS stream informations corresponding to the user equipment, including：
According to the user related information, and with reference to the scene information, determine FEEDS streams letter corresponding to the user equipment Breath.
6. the method according to claim 11, wherein, it is described according to the user related information, and believe with reference to the scene Breath, determines FEEDS stream informations corresponding to the user equipment, including：
Obtain some material informations for meeting visiting demand under the scene information；
The user related information of user is corresponded to according to the user equipment, the preferred user sets from some material informations Standby corresponding FEEDS stream informations.
7. the method according to claim 11, wherein, the user related information that user is corresponded to according to the user equipment FEEDS stream informations corresponding to the user equipment are determined, including：
The user related information of user is corresponded to according to the user equipment, and with reference to current time information and/or the put phase Information is closed, determines FEEDS stream informations corresponding to the user equipment.
8. according to the method for claim 7, wherein, user's correlation that user is corresponded to according to the user equipment is believed Breath, and with reference to current time information and/or the put relevant information, FEEDS stream informations corresponding to the user equipment are determined, Including：
The user related information of user is corresponded to according to the user equipment, determines multiple candidates corresponding to the user equipment FEEDS stream informations；
According to the user related information, and with reference to current time information and/or the put relevant information, from the multiple time Select and FEEDS stream informations corresponding to the user equipment are determined in FEEDS stream informations.
9. the method according to claim 11, wherein, it is described according to the user related information, and combine current time and believe Breath and/or the put relevant information, are determined corresponding to the user equipment from the multiple candidate FEEDS stream informations FEEDS stream informations, including：
According to the user related information, and with reference to current time information and/or the put relevant information, determine the candidate The precedence information of FEEDS stream informations；
FEEDS corresponding to from the multiple candidate FEEDS stream informations determining the user equipment according to the precedence information Stream information.
10. the method according to claim 11, wherein, it is described according to the user related information, and combine current time and believe Breath and/or the put relevant information, the precedence information of the candidate FEEDS stream informations is determined, including：
According to the user related information, and with reference to current time information and/or the put relevant information, weight described in determining The precedence information of candidate's FEEDS stream informations, wherein, the user related information, the location dependent information and described current The weight of temporal information is successively decreased.
11. according to the method for claim 1, wherein, user's correlation that user is corresponded to according to the user equipment is believed Breath determines FEEDS stream informations corresponding to the user equipment, including：
The user related information of user is corresponded to according to the user equipment, and combines current time information, determines that the user exists The history material information that the identical period once accessed；
The FEEDS stream informations according to corresponding to the history material information determines the user equipment.
12. the method according to claim 11, wherein, it is described that the user equipment is determined according to the history material information Corresponding FEEDS stream informations include：
According to the history material information, and with reference to the location dependent information, determine that FEEDS corresponding to the user equipment flows Information.
13. the method according to any one of claim 1 to 12, wherein, it is described by the scene information on services with it is described Information stream to the user equipment, including：
If obtaining the scene information on services, the scene information on services and the FEEDS stream informations are sent to the user Equipment；Otherwise,
Generic service information and/or the FEEDS stream informations are sent to the user equipment.
14. according to the method for claim 13, wherein, the generic service information includes following at least any one：
The recommendation service information of current application；
The scene input information of current scene.
15. the method according to claim 11, wherein, the location dependent information for receiving user equipment and sending, wherein, The location dependent information includes positional information and/or WiFi link informations, including：
Receive the location dependent information of user equipment transmission and the user equipment corresponds to the user related information of user, wherein, The location dependent information includes positional information and/or WiFi link informations；
Wherein, the step c includes：
The FEEDS stream informations according to corresponding to the user related information determines the user equipment.
16. according to the method for claim 1, wherein, methods described also includes：
The user of user equipment transmission is received to the scene information on services or the position of the FEEDS stream informations correspondence position information Put access request；
The position access response information according to corresponding to determining the position access request；The position access response information is sent To the user equipment.
17. a kind of method for being used for recommendation service information at user equipment end, wherein, this method includes：
The current location dependent information of user equipment is obtained, wherein, the location dependent information includes positional information and/or WiFi Link information；
The location dependent information is sent to the corresponding network equipment；
Receive and present scene information on services and FEEDS stream informations that the network equipment returns.
18. according to the method for claim 17, wherein, methods described also includes：
The location dependent information is pre-processed；
Wherein, the step B includes：
The pretreated location dependent information is sent to the corresponding network equipment.
19. the method according to claim 17 or 18, wherein, it is described to send the location dependent information to corresponding net Network equipment, including：
The user related information that the location dependent information and the user equipment are corresponded to user sends to corresponding network and set It is standby.
20. according to the method for claim 17, wherein, simultaneously the scene service that the network equipment returns is presented in the reception Information and FEEDS stream informations, including：
Receive scene information on services and FEEDS stream informations that the network equipment returns；
Based on service page corresponding to the scene information on services and FEEDS stream informations generation；
The service page is presented.
21. according to the method for claim 20, wherein, the service page also includes user the one of the service page Individual or multiple users access record information.
22. according to the method for claim 21, wherein, methods described also includes：
If obtaining the access operation that the user accesses one or more of users one of record information, call and perform quilt The user of access accesses destination service application corresponding to record information.
23. according to the method for claim 17, wherein, methods described also includes：
Operated according to access of the user to the scene information on services or the FEEDS stream informations correspondence position information, to described The network equipment sends the position access request on the positional information；
Receive and present the position access response information that the network equipment is returned based on the position access request.
24. a kind of method for recommendation service information, wherein, this method includes：
The user equipment obtains the current location dependent information of user equipment, and the location dependent information is sent to corresponding The network equipment, wherein, the location dependent information includes positional information and/or WiFi link informations；
The network equipment receives the location dependent information, determines that the user equipment is corresponding according to the location dependent information Scene information on services, according to the user equipment correspond to user user related information determine the user equipment corresponding to FEEDS stream informations, and the scene information on services and the FEEDS stream informations are sent to the user equipment.
The user equipment receives and the scene information on services and the FEEDS stream informations is presented.
25. a kind of equipment for recommendation service information, wherein, the equipment includes：
Processor；And
It is arranged to store the memory of computer executable instructions, the executable instruction makes the processor when executed Perform the operation of the method as any one of claim 1 to 23.
26. a kind of computer-readable medium including instructing, the instruction causes system to carry out such as claim 1 when executed To the operation of method any one of 23.
CN201711240200.4A 2017-11-30 2017-11-30 Method and equipment for recommending service information Active CN107734456B (en)

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