CN104994484A - Personal information collection and push system and method based on time and geographic position - Google Patents

Personal information collection and push system and method based on time and geographic position Download PDF

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Publication number
CN104994484A
CN104994484A CN201510405968.7A CN201510405968A CN104994484A CN 104994484 A CN104994484 A CN 104994484A CN 201510405968 A CN201510405968 A CN 201510405968A CN 104994484 A CN104994484 A CN 104994484A
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module
information
message
user
mobile terminal
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曾琛
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Individual
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12Messaging; Mailboxes; Announcements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/04Real-time or near real-time messaging, e.g. instant messaging [IM]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/21Monitoring or handling of messages
    • H04L51/222Monitoring or handling of messages using geographical location information, e.g. messages transmitted or received in proximity of a certain spot or area
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/06Selective distribution of broadcast services, e.g. multimedia broadcast multicast service [MBMS]; Services to user groups; One-way selective calling services
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Information Transfer Between Computers (AREA)
  • Telephonic Communication Services (AREA)

Abstract

The invention provides a personal information collection and push system and method based on time and a geographic position. The personal information collection and push system comprises a mobile terminal module, a message module, a storage module and a push module, wherein the mobile terminal module is directly communicated with the push module via a mobile network; the storage module is directly communicated with the push module via the Internet; the push module reads information from the storage module, and pushes the information to the mobile terminal module to realize an information collection function in a C/S mode; the mobile terminal module is directly communicated with the message module via the mobile network to realize an information push function in the C/S mode; and the message module is directly communicated with the storage module via the Internet to realize the storage of information of the message module. The invention also provides a personal information collection and push method based on time and the geographic position. Through adoption of the personal information collection and push system and method, the technical problem that an ordinary person cannot acquire the valid value tag information of specific time and place at high efficiency and low consumption and effectively push information to people at specific time and place is solved.

Description

A kind of individual based on time and geographical position collects pushed information system and method
Technical field
The present invention relates to communication technical field, particularly relate to a kind of individual based on time and geographical position and collect pushed information system and method.
Background technology
According to " 2014 mobile Internet data report ", China Mobile's intelligent terminal user scale reaches 10.6 hundred million, comparatively within 2013, increases by 231.7%, the speedup market far super global same period.Intelligent terminal generally has and is connected into WIFI or 3g network, and GPS locates, high performance video camera, text event detection edition function, and it has become the reception of the daily information of people and has sent hinge.
Information pushing is by certain technical standard or agreement, and the information needed by regularly transmitting user on the internet reduces a new technology of information overload.Push technology to user, reduces the time of searching on network by automatic transmission information.It is searched for according to the interest of user, filtering information, and regularly pushes away it to user, helps user to excavate valuable information expeditiously.
Social networks and social networking service, comprise hardware, software, service and application.Social networks is making great efforts means by enriching constantly and instrument in recent years always, carry out alternative traditional social activity to meet the interchange demand of this social animal of the mankind, and according to from " incremental amusement " to " life of constant " this track constantly close to primary demand.
Machine learning techniques was risen eighties of last century fifties, was a multi-field cross discipline, related to the multi-door subjects such as probability theory, statistics, Approximation Theory, convextiry analysis, algorithm complex be theoretical.Specialize in the learning behavior how computer is simulated or realized the mankind, to obtain new knowledge or skills, reorganize the performance that the existing structure of knowledge makes it constantly to improve self.Be developed so far, existing simple and practical algorithm is widely used every field, such as k-nearest neighbor algorithm, decision tree etc.
Internet era information explosion, but 99% information is all that redundancy is useless to specific people.Generally speaking, people to the instant messages around self, or has higher interest susceptibility to the information of a certain locality or special time.Modern not only has the psychology of hunting for novelty, and the new things that there is also a desire for the dynamically new of the issue oneself of effect simultaneously and find, obtain concern and the reply of more people.The present invention is based on this phenomenon and demand, there is provided a kind of based on the time, individual's collection of geographical position and label and the scheme of pushed information, be intended to solve common people and cannot obtain the effective value label information in special time place and the technical problem effectively to crowd's pushed information in special time place efficient low-consume.
Summary of the invention
For above-mentioned prior art, technical problem to be solved by this invention is to provide a kind of individual based on time and geographical position and collects pushed information system, system solves the problem common people and cannot obtain the effective value label information in special time place and the technical problem effectively to crowd's pushed information in special time place efficient low-consume.
In order to solve the problems of the technologies described above, the invention provides a kind of individual based on time and geographical position and collect pushed information system, it comprises mobile terminal module, message module, memory module and pushing module; Described mobile terminal module and described pushing module are by mobile network's direct communication; described memory module and described pushing module are by the Internet direct communication, and described pushing module reads information from described memory module and is pushed to the information function that described mobile terminal module realizes C/S model; Described mobile terminal module and described message module, by mobile network's direct communication, realize the information pushing function under C/S model; Described message module and described memory module, by the Internet direct communication, realize the storage of the information of described message module;
Described mobile terminal module comprises locating module, communication module and user UI module; Described message module comprises message application server module, message evaluation work module; Described memory module comprises document storage server module, data storage server module; Described pushing module comprises message push server module;
Mobile terminal locating module, the positioning function that use equipment carries obtains user's current geographic position, and coordinate is sent to communication module; Described communication module is the basic module of mobile terminal, and the first-selected GPS of use locates, and in GPS location because can select Wi-fi or architecture when a variety of causes cannot use, if Wi-fi or architecture also cannot use, mobile terminal will exit automatically;
Communication of mobile terminal module, completes the communication between mobile terminal and message application server module, the communication between mobile terminal and message evaluation work module and the communication between mobile terminal and message push server module;
Mobile phone users UI module, realization is mutual with user's; User UI module comprises a large Web view, a refresh button, an exit button; In the information displaying Web view that communication module is transmitted by user UI module, user can continue to obtain up-to-date information by clicking refresh button, clicks exit button and then exits this application, no longer accept any information;
Message application server module, when communicating with communication module, information can do partial logic computing after uploading herein;
Message evaluation work module, when communicating with communication module, realizes message filtering classification and duplicate message identification;
Document storage server module, stores the unstructured data exported through message application server module and message evaluation work module;
Data storage server module, stores the structural data exported through message application server module and message evaluation work module;
Message push server module, when communicating with communication module, reads message and PUSH message is delivered to user UI module to be shown to user to mobile terminal from document storage server module and data storage server module.
Further improvement of the present invention is, described mobile terminal module also comprises photo module, electric map module; Described photo module, the camera function that use equipment carries is taken pictures and is sent to communication module and shows in user UI module; Described electric map module, electronic chart is in the display of user UI module, and this information is sent to communication module behind defined area by user on map.
Further improvement of the present invention is, it is as follows that the individual based on time and geographical position collects information realization flow process:
Step one, open software, enter the information browse page, can browse with from as the center of circle, all information on the same day within the scope of radius 1000 meters;
If step 2 has other requirements to information, then enter and the page be set: on a timeline seclected time scope, defined area on map, and select interested label;
Step 3, click confirm, system jumps to the information browse page automatically;
In step 4, navigation process, click information gets final product Quick-return;
Step 5, double-click information can enter the reply page, browse all reply contents;
If step 6 clicks the head portrait of replying the page, interim message can be sent to this reply person.
Further improvement of the present invention is, the individual pushed information realization flow based on time and geographical position is as follows:
Step one, open software, enter information editing's page;
Step 2, uploaded videos/audio frequency/photo, and editor is no less than the Word message of 25 words;
Step 3, directly by uploading, can to from as the center of circle, the user's broadcast message within the scope of radius 1000 meters;
If step 4 is to the time of information pushing, scope and type have particular/special requirement, can click the senior setting of edit page, enter seniorly to arrange the page: seclected time point or time range, defined area on map, and the type selecting that broadcast or spy broadcast; If select spy to broadcast, then there is the selection of good friend user;
Step 5, after return edit page, click is uploaded, the time can specified user in appointed place user broadcast or special broadcast message.
Further improvement of the present invention is, described mobile terminal module is smart mobile phone, panel computer.
Compared with prior art, present invention achieves individual to information based on the time, the collection of geographical position and label and propelling movement.Option according to user is arranged, and user can collect the instant messages of own circumference, also can collect the information of fixed time ground point range; Meanwhile, user also according to the demand of oneself, immediately to neighbouring people's broadcast message, or can broadcast to locality in the specific time, multicast or unicast info.In addition, system can be abandoned junk information and stop malice broadcast to prevent user from being harassed, and ensures that the information that user receives has content and value.The invention solves common people and cannot obtain the effective value label information in special time place and the technical problem effectively to crowd's pushed information in special time place efficient low-consume.
Accompanying drawing explanation
Fig. 1 is system architecture diagram of the present invention;
Fig. 2 is the collection information flow chart of invention;
Fig. 3 is the pushed information flow chart of invention.
Embodiment
Illustrate below in conjunction with accompanying drawing and embodiment the present invention is further described.
As shown in Figure 1, a kind of individual based on time and geographical position collects pushed information system, native system adopts distributed task scheduling process and real-time streams distributed type assemblies processing messages information pushing, related data is concentrated and is stored in non-relational database, can adopt C/S structure when carrying out data cleansing, conversion.Its hardware components comprises: mobile terminal module, message module, memory module and pushing module; Described mobile terminal module and described pushing module are by mobile network's direct communication; described memory module and described pushing module are by the Internet direct communication, and described pushing module reads information from described memory module and is pushed to the information function that described mobile terminal module realizes C/S model; Described mobile terminal module and described message module, by mobile network's direct communication, realize the information pushing function under C/S model; Described message module and described memory module, by the Internet direct communication, realize the storage of the information of described message module; Described mobile terminal module comprises locating module, communication module and user UI module; Described message module comprises message application server module, message evaluation work module; Described memory module comprises document storage server module, data storage server module; Described pushing module comprises message push server module; Mobile terminal locating module, the positioning function that use equipment carries obtains user's current geographic position, and coordinate is sent to communication module; Described communication module is the basic module of mobile terminal, and the first-selected GPS of use locates, and in GPS location because can select Wi-fi or architecture when a variety of causes cannot use, if Wi-fi or architecture also cannot use, mobile terminal will exit automatically; Communication of mobile terminal module, completes the communication between mobile terminal and message application server module, the communication between mobile terminal and message evaluation work module and the communication between mobile terminal and message push server module; Mobile phone users UI module, realization is mutual with user's; User UI module comprises a large Web view, a refresh button, an exit button; In the information displaying Web view that communication module is transmitted by user UI module, user can continue to obtain up-to-date information by clicking refresh button, clicks exit button and then exits this application, no longer accept any information; Message application server module, when communicating with communication module, information can do partial logic computing after uploading herein; Message evaluation work module, when communicating with communication module, realizes message filtering classification and duplicate message identification; Document storage server module, stores the unstructured data exported through message application server module and message evaluation work module; Data storage server module, stores the structural data exported through message application server module and message evaluation work module; Message push server module, when communicating with communication module, reads message and PUSH message is delivered to user UI module to be shown to user to mobile terminal from document storage server module and data storage server module.
Preferably, as shown in Figure 1, described mobile terminal module also comprises photo module, electric map module; Described photo module, the camera function that use equipment carries is taken pictures and is sent to communication module and shows in user UI module; Described electric map module, electronic chart is in the display of user UI module, and this information is sent to communication module behind defined area by user on map.Described mobile terminal module is mainly smart mobile phone, panel computer etc.The present invention also comprises other the network equipment, as switch, and route, base station etc.
As shown in Figure 2, the individual based on time and the geographical position of the present invention collection information realization flow process of collecting pushed information method is as follows:
Step one, open software, enter the information browse page, can browse with from as the center of circle, all information on the same day within the scope of radius 1000 meters;
If step 2 has other requirements to information, then enter and the page be set: on a timeline seclected time scope, defined area on map, and select interested label;
Step 3, click confirm, system jumps to the information browse page automatically;
In step 4, navigation process, click information gets final product Quick-return;
Step 5, double-click information can enter the reply page, browse all reply contents;
If step 6 clicks the head portrait of replying the page, interim message can be sent to this reply person.
As shown in Figure 3, the individual based on time and the geographical position of the present invention pushed information realization flow of collecting pushed information method is as follows:
Step one, open software, enter information editing's page;
Step 2, uploaded videos/audio frequency/photo, and editor is no less than the Word message of 25 words;
Step 3, directly by uploading, can to from as the center of circle, the user's broadcast message within the scope of radius 1000 meters;
If step 4 is to the time of information pushing, scope and type have particular/special requirement, can click the senior setting of edit page, enter seniorly to arrange the page: seclected time point or time range, defined area on map, and the type selecting that broadcast or spy broadcast; If select spy to broadcast, then there is the selection of good friend user;
Step 5, after return edit page, click is uploaded, the time can specified user in appointed place user broadcast or special broadcast message.
The above-mentioned individual based on time and geographical position collects the collection information realization flow process of pushed information method and pushed information realization flow must possess following 2 points: 1. message is once uploading, and never can revise and can not check; 2., in the propelling movement having senior setting, the user not being inconsistent wherein any one restriction can not receive pushed information.
The present invention discloses a kind of individual based on time and geographical position and collects and the system of pushed information: automatically can abandon rubbish and manage duplicate message, and can set according to personal like, geographical position and time three dimensions are to customization pushed information; In addition, user can also broadcast or multicast information to stranger according to time and geographical position.
In order to reach object of the present invention, the individual based on time and geographical position provided by the invention collects and pushed information systems soft ware part, comprising:
1. user profile " ball region ".This is a class, is syntagmatic with user class.User site is determined, in this, as the centre of sphere by GPS location technology; Then according to user setting numerical value as sphere diameter.User can collect and pushed information in this ball region.In addition, advanced level user also can arbitrarily click a point as the centre of sphere on map, then sets sphere diameter numerical value, in this, as the ball region that receives information pushes.
2. hand draws information " plane domain ".This is also a class, is paradigmatic relation with user class.Utilize touch screen technology partition territory in map, behind system identification region, information that this zone user uploads can be collected or for user is to this zone user pushed information for advanced level user.Information plane region is supplementing information " ball region ", increases the interest of application.
3. virtual time bottle.This is a class.User uploads information in certain place, sets the propelling movement time of information.Then system can in the time of setting automatically toward this place pushed information.Information is checked once uploading just must not change.At the appointed time and locality, two conditions lack users and all cannot receive information.Advanced level user can also select user's clean culture or multicast information on this basis.
4. virtual buoy.This is a class, is a mutation of virtual time bottle.User uploads information in certain place, and sets the termination time.Before the termination time, the user entered in ground point range can receive information.
5. information sifting sorting algorithm.Meta algorithm is the combination of K-nearest neighbor algorithm grader and decision tree classifier.After user's information upload, information classification to different label, and is filtered out junk information by Meta algorithm.All information all can by a point tag storage.Junk information then can be periodically deleted.
6. duplicate message recognizer.The same label information in time proximity place can carry out similarity examination.Similarity more than 30%, can be classified as same event.Only have a meeting to be automatically pushed, but can easily extensible be marked.Read if user does expansion, can apply for again obtaining.
Present invention achieves individual to information based on the time, the collection of geographical position and label and propelling movement.Option according to user is arranged, and user can collect the instant messages of own circumference, also can collect the information of fixed time ground point range; Meanwhile, user also according to the demand of oneself, immediately to neighbouring people's broadcast message, or can broadcast to locality in the specific time, multicast or unicast info.In addition, system can be abandoned junk information and stop malice broadcast to prevent user from being harassed, and ensures that the information that user receives has content and value.
Analysis of cases:
Case 1: information is uploaded and instant propelling movement
Someone, in stroll way, meets an idol by chance, urgently wants to tell that the people of surrounding is reluctant again can click the identity that sticks one's chin out step and operate:
Step one, open smart mobile phone, and open GPS;
Step 2, open APP, click instant propelling movement and select word/picture/recording/video entry to enter edit page;
Step 3, to upload.
By above-mentioned steps, surrounding all can receive your propelling movement immediately with people's (as long as he is equipped with APP and surfs the Net) that you are space in the 1000m of the center of circle.
Case 2: right place information (virtual time bottle)
If you wish to send a virtual time bottle to future yourself, can according to following steps:
Step one, open APP, enter information editing's page uploaded videos/picture/audio frequency, and edit word content.
Step 2, click senior setting, seclected time/time range, delimit place, and select spy to broadcast type selecting oneself;
Step 3, to upload.
By above-mentioned steps, when getting back to selected place in oneself selected time, you will receive the information sent in the past yourself.
Case 3:
Someone is when coffee shop lies fallow, and can open APP and see with oneself as certain fixed value and the information in certain time zone are had an area of in the center of circle.Operate according to the following steps:
Step one, open smart mobile phone, and open GPS;
Step 2, open APP, click non-instant information and enter message browsing pages;
Step 3, enter the information browse page after, can spatial dimension be selected, time range and label refinement browsing content; Also can leave a message to content.
The invention has the advantages that, present invention achieves individual to information based on the time, the collection of geographical position and label and propelling movement.Option according to user is arranged, and user can collect the instant messages of own circumference, also can collect the information of fixed time ground point range; Meanwhile, user also according to the demand of oneself, immediately to neighbouring people's broadcast message, or can broadcast to locality in the specific time, multicast or unicast info.In addition, system can be abandoned junk information and stop malice broadcast to prevent user from being harassed, and ensures that the information that user receives has content and value.The invention solves common people and cannot obtain the effective value label information in special time place and the technical problem effectively to crowd's pushed information in special time place efficient low-consume.
Above content is in conjunction with concrete preferred implementation further description made for the present invention, can not assert that specific embodiment of the invention is confined to these explanations.For general technical staff of the technical field of the invention, without departing from the inventive concept of the premise, some simple deduction or replace can also be made, all should be considered as belonging to protection scope of the present invention.

Claims (5)

1. the individual based on time and geographical position collects a pushed information system, it is characterized in that: comprise mobile terminal module, message module, memory module and pushing module; Described mobile terminal module and described pushing module are by mobile network's direct communication; described memory module and described pushing module are by the Internet direct communication, and described pushing module reads information from described memory module and is pushed to the information function that described mobile terminal module realizes C/S model; Described mobile terminal module and described message module, by mobile network's direct communication, realize the information pushing function under C/S model; Described message module and described memory module, by the Internet direct communication, realize the storage of the information of described message module;
Described mobile terminal module comprises locating module, communication module and user UI module; Described message module comprises message application server module, message evaluation work module; Described memory module comprises document storage server module, data storage server module; Described pushing module comprises message push server module;
Mobile terminal locating module, the positioning function that use equipment carries obtains user's current geographic position, and coordinate is sent to communication module; Described communication module is the basic module of mobile terminal, and the first-selected GPS of use locates, and in GPS location because can select Wi-fi or architecture when a variety of causes cannot use, if Wi-fi or architecture also cannot use, mobile terminal will exit automatically;
Communication of mobile terminal module, completes the communication between mobile terminal and message application server module, the communication between mobile terminal and message evaluation work module and the communication between mobile terminal and message push server module;
Mobile phone users UI module, realization is mutual with user's; User UI module comprises a large Web view, a refresh button, an exit button; In the information displaying Web view that communication module is transmitted by user UI module, user can continue to obtain up-to-date information by clicking refresh button, clicks exit button and then exits this application, no longer accept any information;
Message application server module, when communicating with communication module, information can do partial logic computing after uploading herein;
Message evaluation work module, when communicating with communication module, realizes message filtering classification and duplicate message identification;
Document storage server module, stores the unstructured data exported through message application server module and message evaluation work module;
Data storage server module, stores the structural data exported through message application server module and message evaluation work module;
Message push server module, when communicating with communication module, reads message and PUSH message is delivered to user UI module to be shown to user to mobile terminal from document storage server module and data storage server module.
2. collect pushed information system based on the individual in time and geographical position as claimed in claim 1, it is characterized in that: described mobile terminal module also comprises photo module, electric map module; Described photo module, the camera function that use equipment carries is taken pictures and is sent to communication module and shows in user UI module; Described electric map module, electronic chart is in the display of user UI module, and this information is sent to communication module behind defined area by user on map.
3. as claimed in claim 2 collect pushed information system based on the individual in time and geographical position, it is characterized in that, it is as follows that the individual based on time and geographical position collects information realization flow process:
Step one, open software, enter the information browse page, can browse with from as the center of circle, all information on the same day within the scope of radius 1000 meters;
If step 2 has other requirements to information, then enter and the page be set: on a timeline seclected time scope, defined area on map, and select interested label;
Step 3, click confirm, system jumps to the information browse page automatically;
In step 4, navigation process, click information gets final product Quick-return;
Step 5, double-click information can enter the reply page, browse all reply contents;
If step 6 clicks the head portrait of replying the page, interim message can be sent to this reply person.
4. collect pushed information system based on the individual in time and geographical position as claimed in claim 2, it is characterized in that, the individual pushed information realization flow based on time and geographical position is as follows:
Step one, open software, enter information editing's page;
Step 2, uploaded videos/audio frequency/photo, and editor is no less than the Word message of 25 words;
Step 3, directly by uploading, can to from as the center of circle, the user's broadcast message within the scope of radius 1000 meters;
If step 4 is to the time of information pushing, scope and type have particular/special requirement, can click the senior setting of edit page, enter seniorly to arrange the page: seclected time point or time range, defined area on map, and the type selecting that broadcast or spy broadcast; If select spy to broadcast, then there is the selection of good friend user;
Step 5, after return edit page, click is uploaded, the time can specified user in appointed place user broadcast or special broadcast message.
5. the individual based on time and geographical position as described in any one of Claims 1-4 collects pushed information system, it is characterized in that: described mobile terminal module is smart mobile phone, panel computer.
CN201510405968.7A 2015-07-13 2015-07-13 Personal information collection and push system and method based on time and geographic position Pending CN104994484A (en)

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CN107045500A (en) * 2016-02-05 2017-08-15 上海行邑信息科技有限公司 The program installation control method and device of a kind of context relation
CN107463698A (en) * 2017-08-15 2017-12-12 北京百度网讯科技有限公司 Method and apparatus based on artificial intelligence pushed information
CN107729567A (en) * 2017-11-14 2018-02-23 程桂平 Geographical position matching process and system and smart mobile phone

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CN103747415A (en) * 2013-12-01 2014-04-23 周良文 Information issuing system and method base on mobile terminal

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CN107045500A (en) * 2016-02-05 2017-08-15 上海行邑信息科技有限公司 The program installation control method and device of a kind of context relation
CN107463698A (en) * 2017-08-15 2017-12-12 北京百度网讯科技有限公司 Method and apparatus based on artificial intelligence pushed information
CN107729567A (en) * 2017-11-14 2018-02-23 程桂平 Geographical position matching process and system and smart mobile phone

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Application publication date: 20151021