CN104077329B - A kind of information recommendation method and system - Google Patents
A kind of information recommendation method and system Download PDFInfo
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- CN104077329B CN104077329B CN201310109984.2A CN201310109984A CN104077329B CN 104077329 B CN104077329 B CN 104077329B CN 201310109984 A CN201310109984 A CN 201310109984A CN 104077329 B CN104077329 B CN 104077329B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9537—Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The present invention, which provides a kind of information recommendation method and system, methods described, to be included：Obtain the view data of user's object interested；Object is identified according to described image data；Obtain the recommendation information related to the object and be sent to the user.Using method and system provided by the invention, photo that user can be by uploading its object interested etc. directly obtains the recommendation information related to the object, facilitates user to understand unfamiliar object and its surrounding environment.
Description
Technical field
The present invention relates to mobile internet technical field, more particularly to a kind of information recommendation method and system.
Background technology
With the development of society and the raising of quality of life, increasing people can go to because of the needs of tourism or commercial affairs
Some strange environment.For people when facing foreign environment, many problems are also following, and for example " I am at which", " how
Another place can be reached from here", " can go where to have lunch", " how to be expressed using native language" etc..
However, due to its knowledge and at hand limited material, usually requires to expend for a long time to look in the people in foreign environment
To the answer of these problems.
For it is such the problem of, developed some products and platform at present and be used to be positioned and information recommendation, such as
Google Goggles platforms and comment APP（Such as popular comment net）.
Fig. 1 shows Google Goggles application interface, and Google Goggles are a kind of new search forms, should
Search allows web-browsing person or intelligent mobile terminal（Also known as mobile device）User is retrieved by uploading pictures, should
Retrieval form keys in word even without user, only need to shoot upload pictures.Google Goggles are applicable to those outfits
Built-in camera and the mobile device for being mounted with Android1.6 or higher operating systems.The photo uploaded according to user,
Google Goggles image recognition technology can be used to carry out identification object and return to corresponding search result, for example, can know
Other product, famous road sign, shop, the art work and the popular image found online.In addition, Goggles can also in English,
French, Italian, German, Spanish, Portuguese or Russian are translated.According to the Google of latest edition
Goggles, the following demand of user can be achieved：Product information is obtained using Goggles scanning bar codes；Scan QR codes（Quick
Response, fast reaction）To extract information；Identify famous road sign；Foreign language text on the captured photo of translation；By sweeping
Name card for business or QR codes are retouched to add contact person；Use OCR（OCR）Scan text；Identify drawing, books,
DVD, CD and two dimensional image；And solves number solely topic etc..But what Google Goggles can not upload according to user at present
The position of the further identification object of photo.
Comment APP is the smart mobile phone application of comment net, and it can be based on geographical location information and find local restaurant, hotel
And shop；Carry out GPS retrievals；Shop phone number addresses and map, comment are provided；The reward voucher of main cities is provided；And
With recording and the function such as share.
The content of the invention
It is found by the applicant that the photo that existing technology all can not be uploaded directly according to user certain has to provide a user
Targetedly recommendation information.
Embodiments of the invention provide a kind of information recommendation method, and this method includes：Obtain user's object interested
View data；Object is identified according to described image data；Obtain the recommendation information related to the object and be sent to the user.
Here it is the object near user position or object elsewhere that user's object interested, which can be,.
It is preferred that the above method further comprises：Obtain the letter for describing user object geographic location interested
Breath, and object is positioned using Map Services according to the geographical location information.Here the information in geographical position can be text
Information.
It is preferred that the above method also includes：Judge the object that is identified according to described image data and according to the geographical position
Whether the object for putting Information locating is consistent：When the result judged as it is consistent when, with the object identified according to described image data
Or the object to be positioned according to the geographical location information is defined；When the result judged as it is inconsistent when, with according to the figure
The object identified as data is defined.
It is preferred that in the above-mentioned methods, obtaining the recommendation information related to the object according to the object identified includes：
The information related to the object identified is searched in database；The partial information in the information searched is chosen as recommendation
Breath.
It is preferred that the partial information chosen in the information searched includes as recommendation information：Customized information based on user
Information is chosen in the information regarding objects searched as recommendation information.
It is preferred that being sent to the recommendation information of user can be described with any language.
Embodiments of the invention also provide a kind of information recommendation system, and the system includes：Transmission/reception module, for obtaining
Take the view data of family object interested；Data analysis module, for identifying object according to described image data；And data
Recommending module, obtain the recommendation information related to the object；Wherein, the transmission/reception module is additionally operable to recommendation information
It is sent to the user.
It is preferred that the transmission/reception module, which is additionally operable to obtain, describes user object geographic location interested
Information, and object is positioned using Map Services according to the geographical location information.
It is preferred that the data analysis module is additionally operable to judge the object identified according to described image data and according to described
Whether the object of geographical location information positioning is consistent：When the result judged as it is consistent when, to be identified according to described image data
Object or the object to be positioned according to geographical location information be defined；When the result judged as it is inconsistent when, with according to described in
The object that view data identifies is defined.
It is preferred that the data recommendation module searches for the information related to the object identified in database；Choose search
To information in partial information as recommendation information.
It is preferred that the partial information that the data recommendation module is chosen in the information searched includes as recommendation information：Base
Information is chosen in the information regarding objects searched as recommendation information in the customized information of user.
The beneficial effects of the present invention are：User can be directly obtained with being somebody's turn to do by uploading the photo of its object interested
The related recommendation information of photo, facilitates user to understand strange things；In addition, the geographical location information of the object uploaded with reference to user
To verify the photo of upload so that obtained recommendation information is more accurate.
Brief description of the drawings
The following drawings is intended to do schematic illustration and explanation to the present invention, not delimit the scope of the invention.Wherein,
Fig. 1 is Google Goggles application interface schematic diagram；
Fig. 2 is a kind of information recommendation method flow chart according to an embodiment of the invention；
Fig. 3 is the view data of user according to an embodiment of the invention object interested.
Embodiment
In order to which technical characteristic, purpose and the effect of the present invention is more clearly understood, now control illustrates this hair
Bright embodiment.
The information recommendation method of the present invention can be implemented using the system for including mobile terminal and server.Wherein, move
Dynamic terminal is used to collect the view data of object and view data uploads onto the server.The following detailed description of the letter of the present invention
Cease recommendation method.Fig. 2 shows three steps of this method：
Step 201：Obtain user's object interested（Or claim object）View data.
User by the mobile device with built-in camera, such as mobile phone, can shoot the photo of its object interested
（Such as the photo shown in Fig. 3）, then by photo upload to server.Or user can also to be found on network interested
Object image.Here object is such as can be for the road sign near user, the signboard in shop, sculpture for city, the art work.
Wherein, road sign is probably to use local language（Or the language that non-user uses）It is labeled.In one embodiment, may be used also
To obtain the information for describing above-mentioned object geographic location.Any language performance such as Chinese, English, French letter can be used
Breath.It is preferred that the geographical location information is text message.For example, user can input the position of its object interested by mobile phone
Confidence ceases, and is sent to server above by internet.
Step 202：Object is identified according to above-mentioned view data.
After server receives the photo of user's upload, these photos are handled.Image recognition technology can be used
The information in the photo is identified, and then identifies user's object interested.By image recognition technology, it may recognize that upload is shone
The article that is included in piece, building etc..If image includes text information, for example, text message on road sign etc., server is also
Text information in image can be identified by the optical character identification in image recognition technology.In one embodiment, may be used
The object in image is identified by being matched with the image in image data base, the image data base can store substantial amounts of pass
In the information of mark, building, the art work etc..
If building, mark, the art work in the photo uploaded etc. are unique, i.e., in image data base only
There are building, mark, an art work etc. and the object matches in the photo of upload, then identified according only to view data can
Or determine object.It is opposite then also need to other information to identify or determine object.Therefore, in a further embodiment, may be used also
To upload the text message on above-mentioned object geographical position.Server can use third party's Map Services according to text information
To position object（That is the geographical position of user, the building of user position, road sign etc.）, so as to being uploaded according to user
The object that view data determines is mutually authenticated, more accurately to position object.In one embodiment, uploaded when according to user
The object that determines of view data it is consistent with the object determined according to the text message of upload when, then the thing that is finally determined
Body；When the object that the view data uploaded according to user determines and the inconsistent object determined according to the text message of upload,
The object determined by view data is defined.In this case it is also possible to give user's prompting：Photo and geographical location information are not
Symbol.In one embodiment, the geographical location information of object can be determined by the positioning service of mobile terminal, such as can be led to
The positioning service for crossing user mobile phone determines the geographical location information of object.
Step 203：The recommendation information related to above-mentioned object is obtained, the recommendation information is sent to user.
Server can search for the information related to the object according to the object identified in step 202 in database.
Database can be any database for retrieving various separate features, Baidupedia or wikipedia etc..The retrieval
Result may include many aspects of the object, so that the object in photo is a building as an example, the result of retrieval can be with
Position, function, history including the building, or even movable people in the building, neighbouring infrastructure（Restaurant, trip
Shop, traffic, hospital, school etc.）.Because the information content of correlation may be excessive, and user is also without all these information, because
And in one embodiment, server filters out some of information and returns to user according to predetermined Generalization bounds.For example,
If user uploads the photo of McDonald's restaurant, and photo opporunity is 12：00am.If the strategy subscribed is according on user
The time for passing photo recommends relevant information, then server judges that the uplink time is adapted for lunch, then server will be recommended
More information on dining.The historical record of user's search is also based on to speculate the hobby of the user, so according to
Family hobby filters out the information needed for user.In other embodiments, user can also be screened according to the customized information of user
Required relevant information.For example, user customizable only looks for neighbouring restaurant, user can upload simultaneously when uploading view data
Its customized information.
Returning to the recommendation information of user can be shown with any language.For example, Google can be applied
The technologies such as translate carry out the translation of language.In one embodiment, the text message that server can upload according to user
Judge the language that user uses, and recommendation information is returned to the language.
One embodiment of the present of invention also provides a kind of information recommendation system, and it includes transmission/reception module, for obtaining
The view data of user's object interested, the transmission/reception module can be provided in the functional module in mobile terminal.On
Stating system also includes data analysis module and data recommending module, and the two modules can be provided in the function mould on server
Block.Data analysis module is used to identify object according to described image data；Data recommendation module obtains related to the object push away
Recommend information.Above-mentioned transmission/reception module is additionally operable to recommendation information being sent to the user.
Above-mentioned server can also include a database.Database can be used for the relevant information for storing various objects, example
Such as, the title of building, position, surrounding enviroment information etc..In one embodiment, third party database can be used（Such as dimension
Base encyclopaedia etc.）.
When the object interested of user in view data is not unique, data collection module is further adapted for allowing user's input pair
The description in above-mentioned object geographical position.Such as there is the alike McDonald's of more profiles Beijing, is matched only by photo
None- identified user specifically which McDonald's of family interested.User's input can be allowed to feel emerging to it in this case
The geographical position of the McDonald's of interest.The data analysis module of server can also include map service module, can utilize
Such as third party's Map Services such as Google Maps, object is positioned according to the geographical location information of user's input.Further
Embodiment in, data analysis module is additionally operable to the object for judging to go out according to photo array and determined according to the geographical location information
Whether the object of position is consistent, to be verified, so as to finally determine object.If it is judged that to be inconsistent, then with according to figure
What piece determined is defined.By being mutually authenticated, it is possible to increase identify the degree of accuracy of object.
The information of the object on identifying is may search in database.But the major part in these information may be all
It is not the information needed for user.Therefore, it is possible to by the data recommendation module of server section, to the various letters obtained by searching for
Breath is screened, and obtains recommendation information.Predetermined Generalization bounds can be stored in data recommendation module and are used for filter information.Such as can
With the information needed for judging user according to view data uplink time.In one embodiment, can be according to depositing in the server
User's search history of storage is recorded to judge the hobby of user, and user's information needed is filtered out as recommendation according to user preferences
Breath.In another embodiment, recommendation information can be chosen according to user customized information, the customized information can be in mobile terminal portion
The transmission/reception module divided is sent in the lump when sending view data.The information that user is recommended according to Generalization bounds screening causes
The information content for recommending user is reduced, and more targetedly, can better meet the demand of user.Compared with comment APP, the present invention
Above-described embodiment can be according to the demand recommendation information of user, rather than recommend all letters related to a geographical position
Breath.
In one embodiment, server can receive the text message described with any language, and can be by recommendation
Breath is sent to user with any language.In a further embodiment, server uses the text message uploaded from mobile terminal
Language think user send recommendation information.
The Siemens's center photograph shot below with mobile phone（As shown in Figure 3）Exemplified by, description uses letter provided by the invention
Recommendation method is ceased to obtain the process of recommendation information：
First, user uploads onto the server the photo of the west gate subcenter by mobile terminal；
Then, server is analyzed the photo, identifies the building in figure；
The information related to above-mentioned building is obtained by searching for database, selects a portion information as recommendation
Information.
Finally, following recommendation information is sent to user：
Building name：Siemens（China）Co., Ltd
Building explanation：The building is west gate subcenter, 123 meters of height, takes up an area 1500 square metres, including 30 layers of high building and
5 layers of extra podium, the building have prominent arc glass curtain wall.Investment to the building is about 100,000,000 Euros, by
Siemens's real estate is responsible for the building.
Address：China, Beijing, Chaoyang District, Wangjing South Road 7,100102.
Public transport：131st, 470,677,701, fortune is logical 101, fortune logical 104, flower man ground North station ...
Neighbouring restaurant：KFC, McDonald, mansion ... of following the mandate of heaven
Neighbouring hotel：Such as quick hotel of family（With spending house branch）
Other ...
In above-mentioned steps, user can also input the geographical location information of the building by mobile phone.The present invention's is upper
Geographical location information can be analyzed by stating information recommendation method, position the building.If user uploads its customization by mobile terminal
Information：Public hotel's information near upload object is simply needed, then public transport above, neighbouring restaurant, server would not
By information recommendations such as neighbouring hotels to user.
It can be seen that using information recommendation method provided by the invention and system so that user only passes through upload（Such as via shifting
Dynamic terminal）The photo of its object interested is obtained with the information of the object and its surrounding environment（Such as restaurant information, friendship
Communication breath etc.）So that user need not spend too many time and efforts with regard to that can be best understood from their objects interested and its week
It the information in collarette border, can not only facilitate the trip of user, also help user to better adapt to foreign environment.
Although this specification is described according to each embodiment, not each embodiment only includes an independent skill
Art scheme, this narrating mode of specification is only that those skilled in the art should be using specification as one for clarity
Individual entirety, the technical solutions in the various embodiments may also be suitably combined, formed it will be appreciated by those skilled in the art that other
Embodiment.
The schematical embodiment of the present invention is the foregoing is only, is not limited to the scope of the present invention.It is any
Those skilled in the art, equivalent variations, modification and the combination made on the premise of the design of the present invention and principle is not departed from,
The scope of protection of the invention all should be belonged to.
Claims (4)
1. a kind of information recommendation method, including：
Obtain the view data of user's object interested, object identified according to described image data, in database search with
The information of the object correlation identified, the uplink time based on described image data select in the related information of the object searched
Breath is won the confidence as recommendation information and is sent to the user；Or, obtain the view data of user's object interested and user determines
Information processed, object is identified according to described image data, the information related to the object identified is searched in database, based on institute
User customized information is stated to choose information as recommendation information in the related information of the object searched and be sent to the user；
Wherein, methods described further comprises：
Obtain the information for describing user object geographic location interested；
Judge whether consistent according to the object that described image data identify and the object positioned according to the geographical location information；
When the result judged as it is consistent when, with the object identified according to described image data or with according to the geographical position
The object of Information locating is defined；
When the result judged as it is inconsistent when, be defined by the object identified according to described image data.
2. according to the method for claim 1, wherein, being sent to the recommendation information of user can be described with any language.
3. a kind of information recommendation system, including：
Transmission/reception module, for obtaining the view data of user's object interested；Data analysis module, for according to institute
State view data identification object；Data recommendation module, the related information of object for searching for identifying in database, base
Information is chosen as recommendation information in the related information of the object searched in the uplink time of described image data；Wherein institute
Transmission/reception module is stated to be additionally operable to recommendation information being sent to the user；Or including：Transmission/reception module, used for obtaining
The view data and user customized information of family object interested；Data analysis module, for being identified according to described image data
Object；Data recommendation module, the related information of object for searching for identifying in database, is customized based on the user
Information chooses information as recommendation information in the related information of the object searched；Wherein described transmission/reception module is also used
In recommendation information is sent into the user；
The transmission/reception module is additionally operable to obtain the information for describing user object geographic location interested；
The data analysis module is additionally operable to：Judge the object that is identified according to described image data and according to the geographical position
Whether the object of Information locating is consistent；When the result judged as it is consistent when, with the object that is identified according to described image data or
Person is defined by the object positioned according to geographical location information；When the result judged as it is inconsistent when, with according to described image data
The object identified is defined.
4. system according to claim 3, wherein the recommendation information that the transmission/reception module is sent to user can be used
Any language is described.
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| CN104077329B true CN104077329B (en) | 2018-04-03 |
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Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107203573A (en) * | 2016-03-18 | 2017-09-26 | 百度在线网络技术（北京）有限公司 | A kind of information-pushing method and device based on focus information |
| CN106021533A (en) * | 2016-05-25 | 2016-10-12 | 北京小米移动软件有限公司 | Application pushing method and device |
| CN106095800A (en) * | 2016-05-27 | 2016-11-09 | 珠海市魅族科技有限公司 | A kind of information recommendation method and terminal |
| CN110941739A (en) * | 2018-09-22 | 2020-03-31 | 北京微播视界科技有限公司 | Media file recommendation method and device, media file server and storage medium |
| CN109495784A (en) * | 2018-11-29 | 2019-03-19 | 北京微播视界科技有限公司 | Information-pushing method, device, electronic equipment and computer readable storage medium |
| CN111292153B (en) * | 2018-12-10 | 2024-04-09 | 北京京东尚科信息技术有限公司 | Information recommendation method, device, system and storage medium |
| CN112035751A (en) * | 2020-09-30 | 2020-12-04 | 北京百度网讯科技有限公司 | Information recommendation method, device, equipment and storage medium |
| CN114781557B (en) * | 2022-06-23 | 2022-09-09 | 展讯通信（上海）有限公司 | Image information acquisition method and device and computer-readable storage medium |
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| CN101615961A (en) * | 2008-06-24 | 2009-12-30 | 华为技术有限公司 | The media content recommendations methods, devices and systems |
| CN101924992A (en) * | 2010-07-30 | 2010-12-22 | 中国电信股份有限公司 | Method, system and equipment for acquiring scene information through mobile terminal |
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| US7474959B2 (en) * | 2004-10-08 | 2009-01-06 | Scenera Technologies, Llc | Method for providing recommendations using image, location data, and annotations |
| JP5357432B2 (en) * | 2008-02-12 | 2013-12-04 | サイジニア株式会社 | Information processing apparatus, information processing method, and program |
| CN101340661B (en) * | 2008-08-14 | 2011-12-28 | 北京中星微电子有限公司 | Guide control implementing mobile apparatus and server, guide control method |
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Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN101615961A (en) * | 2008-06-24 | 2009-12-30 | 华为技术有限公司 | The media content recommendations methods, devices and systems |
| CN101924992A (en) * | 2010-07-30 | 2010-12-22 | 中国电信股份有限公司 | Method, system and equipment for acquiring scene information through mobile terminal |
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