CN102750652A - Mobile electronic farm work service system based on video annotation and data excavation - Google Patents
Mobile electronic farm work service system based on video annotation and data excavation Download PDFInfo
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- CN102750652A CN102750652A CN2012102297668A CN201210229766A CN102750652A CN 102750652 A CN102750652 A CN 102750652A CN 2012102297668 A CN2012102297668 A CN 2012102297668A CN 201210229766 A CN201210229766 A CN 201210229766A CN 102750652 A CN102750652 A CN 102750652A
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Abstract
The invention discloses a mobile electronic farm work service system based on video annotation and data excavation. The mobile electronic farm work service system comprises a mobile phone client, a microblog server, an information content server, a disaster pre-warning server and a media server, wherein the information content server, the disaster pre-warning server and the media server are connected with the microblog server through a wired network; the mobile phone client comprises a mobile microblog module, a video shooting module, an audio recording module, a farm work information module, a disaster warning module, a media file uploading module and a media play module; the microblog server comprises a microblog database, a video annotation database, a farm work information push module, a mobile phone client interface, a disaster pre-warning information publishing module and a microblog WEB module; and the information content server comprises a farm work information crawling module, a farm work information integration module and a farm work information database. The mobile electronic farm work service system has the characteristics of high user coupling degree, high service flexibility and high information push accuracy.
Description
Technical field
The invention belongs to computer network and mobile Internet field, more specifically, relate to a kind of mobile electron farming affair service system based on video labeling and data mining.
Background technology
Existing mobile electron farming affair service system uses farming to be engaged in seeking advice from more and the form of shifting agriculture portal website comes to the peasant the agricultural service of being engaged in to be provided.
Farming is engaged in seeking advice from and is meant a kind of reciprocal process that the peasant seeks advice to agricultural experts through certain information approach.Traditional farming is engaged in seeking advice from and is comprised that phone hot line, note consulting, BBS put question to forms such as answer and online question and answer, and these modes generally all have very strong purpose, can describe for the peasant and know that problem can provide answer preferably.Because they generally only relate to information such as audio frequency and literal, are difficult to vivid ground showing problem, being difficult to describe clearly for the peasant, problem can not provide good solution.And these modes do not have succession property in the solution process of a plurality of problems, can not disclose the comprehensive big problem by the concurrent appearance of many minor issues basically.
Shifting agriculture portal website promptly leads to agricultural synthesis property internet information resource and the agricultural mobile site for service of service for information about is provided, and the search service and the directory service of agricultural affair information are provided.The information that shifting agriculture portal website provides generally comprises contents such as product information, supply-demand information, price quotations, market analysis, agrotechnique, agricultural affair government affairs and expert answer questions.These information are provided by agriculture reporter, professional writer and agricultural experts etc. basically, and the user just obtains information from agriculture portal website, does not participate in the issue of agriculture information directly.Because lack user's specifying information, agriculture portal website can not realize user oriented information push accurately.
Summary of the invention
Defective to prior art; The object of the present invention is to provide a kind of mobile electron farming affair service system based on video labeling and data mining; This system has the advantages that user's degree of coupling is high, SM is high, the information push accuracy is high, is intended to solve the user's degree of coupling of existing electronic farming service system and the problem of service flexibility ratio.
For realizing above-mentioned purpose; The invention provides a kind of mobile electron farming affair service system based on video labeling and data mining; Comprise cell-phone customer terminal, microblogging server, information content server, disaster alarm server and media server; Cell-phone customer terminal links to each other with media server with the microblogging server through wireless network; Information content server, disaster alarm server and media server link to each other with the microblogging server through cable network; Cell-phone customer terminal comprises and moves transmission module and media play module on microblogging module, video capture module, audio recording module, agricultural affair information module, calamity forecast module, the media file, and the microblogging server comprises microblogging database, video labeling database, agricultural affair message push module, cell-phone customer terminal interface, disaster early-warning information release module and microblogging WEB page module, and the information content server comprises that agricultural affair information climbs delivery piece, agricultural affair information integration module and agricultural affair information database; The disaster alarm server comprises microblogging data analysis module and disaster analysis result database; Media server comprises video database, audio database, media file receiver module and Media Stream sending module, moves the microblogging module and is used for to the user microblogging function being provided, and accept user's operation generation text data; And text data is sent to the cell-phone customer terminal interface through wireless network; The cell-phone customer terminal interface is used to receive the text data from moving the microblogging module, and deposits text data in the microblogging database, and the video capture module is used for coming the recorded video data through the camera on the mobile phone; Transmission module is used for video data is sent to the media file receiver module on the media file; The media file receiver module is used for the video data that transmission module sends on the receiving media file, and deposits video data in video database, and the audio recording module is used for coming the recording audio data through the microphone on the mobile phone; Transmission module also is used for voice data is sent to the media file receiver module on the media file; The media file receiver module also is used for the voice data that transmission module sends on the receiving media file, and deposits voice data in audio database, and microblogging WEB page module is used for obtaining video data and voice data from video database and audio database respectively; And offer agricultural experts and watch and listening to produce labeled data; And deposit labeled data in the video labeling database, and agricultural affair information is climbed the delivery piece and is used for swashing from farming affair information website and gets agricultural affair information data, and agricultural affair information integration module is used for that farming affair information data are carried out message and integrates classification processing; And the farming affair information after will handling deposits agricultural affair information database in; The microblogging data analysis module is used for obtaining text data from the microblogging database, text data is carried out data analysis drawing the disaster alarm result, and the disaster alarm result is deposited in the disaster analysis result database.
The cell-phone customer terminal interface also is used for obtaining text data from the microblogging database, and text data is sent to mobile microblogging module, and mobile microblogging module is used for that also text data is integrated into microblogging and shows the user.
The Media Stream sending module is used for obtaining video data from video database, and video data is sent to the media play module, and the media play module is used for through the player on the mobile phone video data being showed the user.
The Media Stream sending module also is used for obtaining voice data from audio database, and voice data is sent to the media play module, and the media play module is used for through the player on the mobile phone voice data being showed the user.
Microblogging WEB page module also is used for obtaining labeled data from the video labeling database, and obtains video data from video database, labeled data is incorporated in the video data, and shows to the user with the form of webpage.
Farming affair message push module is used for obtaining agriculture information data from farming affair information database; And agriculture information data are sent to agricultural affair information module through the cell-phone customer terminal interface; The cell-phone customer terminal interface also is used for agriculture information data are sent to agricultural affair information module, and agricultural affair information module is used for giving the user with agriculture information data display.
The disaster early-warning information release module is used for obtaining the disaster alarm result from the disaster analysis result database; And the disaster alarm result is sent to the calamity forecast module through the cell-phone customer terminal interface; The cell-phone customer terminal interface also is used for the disaster alarm result is sent to the calamity forecast module, and the calamity forecast module is used for the disaster alarm result and shows the user.
Text data comprises the microblogging of user profile and user's issue, and labeled data comprises text marking data and audio frequency labeled data, and agricultural affair information website is electronic farming net and agricultural affair through train.
Through the above technical scheme that the present invention conceived, compared with prior art, the present invention has following beneficial effect:
1, user's degree of coupling is high: be the basis with the microblogging, thereby make this system have the characteristic of WEB2.0, have higher user's degree of coupling;
2, SM is high: increased video record and video labeling function, can be that media is realized the communication between expert and peasant household with the video, thereby can vivo solve the problem in the agricultural for the peasant;
3, the information push accuracy is high: analyze the microblogging that the peasant issues with data mining technology, can find agricultural disaster effectively ahead of time, and can carry out information push according to user's hobby, improved the accuracy of information push widely.
Description of drawings
Fig. 1 is the synoptic diagram that the present invention is based on the mobile electron farming affair service system of video labeling and data mining.
Wherein, 1-cell-phone customer terminal, 2-microblogging server, 3-information content server, 4-disaster alarm server; 5 media servers, 11-move the microblogging module, 12-video capture module, 13-audio recording module, 14-farming affair information module; 15-calamity forecast module, transmission module on the 16-media file, 17-media play module, 21-farming affair message push module, 22-video labeling database; 23-microblogging database, 24-cell-phone customer terminal interface, 25-disaster early-warning information release module, 26-microblogging WEB page module, 31-farming affair information is climbed the delivery piece; 32-farming affair information integration module, 33-farming affair information database, 41-microblogging data analysis module, 42-disaster analysis result database; The 51-video database, 52-audio database, 53-media file receiver module, 54-Media Stream sending module.
Embodiment
In order to make the object of the invention, technical scheme and advantage clearer,, the present invention is further elaborated below in conjunction with accompanying drawing and embodiment.Should be appreciated that specific embodiment described herein only in order to explanation the present invention, and be not used in qualification the present invention.
Below at first make an explanation and explain with regard to technical term of the present invention.
Video labeling is a kind of for video sequence adds the technology that marks, and when video playback arrives certain time point, can provide with the form of literal or audio frequency to the comment of video at this time point.When other user watches this video, can receive the mark on the video, thereby can check the comment on the time point, or leap to interested time point and begin displaying video.Video labeling is applied to farming, and to be engaged in the middle of the consulting be the idea of a novelty, and the video of promptly taking to the peasant that comprises agricultural problem is provided to separate with the form of video labeling by agricultural experts and reaches.Overcome so not only that the peasant omits because of professional knowledge is not enough even the deficiency of error description problem details, can also make the displaying of agricultural problem accomplish that more vividly being similar to the expert is in the action.
Data mining is that a kind of number reason pattern that sees through is analyzed a large amount of user data, to excavate out the technology of knowledge information potential in the data.The Knowledge Discovery process comprises data preparation, data mining and results expression and explanation three phases, and data mining is most crucial part in the base, directly has influence on the penetrability and the correctness of Knowledge Discovery.Data mining is not simple other record of from data base management system (DBMS), searching, or the search engine through the Internet is to the specific WEB page, but a kind of task of information retrieval field.Data mining often relates to uses complicated algorithm and data structure, and the obvious characteristics that mainly rely on traditional calculating machine science and technology and data create index structure, thereby organizes effectively and retrieving information.The peasant can produce a large amount of Agricultural Information in the process of using agriculture microblogging, can from these information, analyze through data mining technology and draw many conclusions relevant with agricultural, and wherein disaster early-warning information is exactly important analysis clauses and subclauses.
Below in conjunction with accompanying drawing and instance the present invention is done further detailed explanation.
As shown in Figure 1, the mobile electron farming affair service system that the present invention is based on video labeling and data mining comprises cell-phone customer terminal 1, microblogging server 2, information content server 3, disaster alarm server 4 and media server 5.
Cell-phone customer terminal 1 links to each other with media server 5 with microblogging server 2 through wireless network, and information content server 3, disaster alarm server 4 and media server 5 link to each other with microblogging server 2 through cable network.
Cell-phone customer terminal 1 comprises transmission module 16 and media play module 17 on mobile microblogging module 11, video capture module 12, audio recording module 13, agricultural affair information module 14, calamity forecast module 15, the media file.
Move microblogging module 11 and be used for the microblogging function being provided, and accept user's operation generation text data, and text data is sent to cell-phone customer terminal interface 24 through wireless network to the user.In this embodiment, text data comprises the data such as microblogging of user profile and user's issue.
Cell-phone customer terminal interface 24 is used for receiving from the text data that moves microblogging module 11 through wireless network, and deposits text data in microblogging database 23.
Media file receiver module 53 is used for coming the video data that transmission module 16 sends on the receiving media file through wireless network, and deposits video data in video database 51.
Media file receiver module 53 also is used for the voice data through 16 transmissions of transmission module on the wireless network receiving media file, and deposits voice data in audio database 52.
Microblogging WEB page module 26 is used for obtaining video data from video database 51, obtains voice data from audio database 52, and offers agricultural experts and watch and listening to producing labeled data, and deposits labeled data in video labeling database 22.In this embodiment, labeled data comprises text marking data and audio frequency labeled data.
Farming affair information is climbed delivery piece 31 and is used for swashing from farming affair information website and gets agricultural affair information data.In this embodiment, agricultural affair information website is for example electronic farming net, agricultural affair through train etc.
Farming affair information integration module 32 is used for that farming affair information data are carried out message and integrates classification processing, and the farming affair information after will handling deposits agricultural affair information database 33 in.
Farming affair information database 33 is used to store agricultural affair information data.
Microblogging data analysis module 41 is used for obtaining text data from microblogging database 23, text data is carried out data analysis drawing the disaster alarm result, and the disaster alarm result is deposited in the disaster analysis result database 42.
Disaster analysis result database 42 is used to store the disaster alarm result.
Cell-phone customer terminal interface 24 also is used for obtaining text data from microblogging database 23, and through wireless network text data is sent to mobile microblogging module 11.
Move microblogging module 11 and also be used for through wireless network, and become microblogging to show the user text data integration from cell-phone customer terminal interface 24 receiving text datas.
Media Stream sending module 54 is used for obtaining video data from video database 51, and through wireless network video data is sent to media play module 17.
Media Stream sending module 54 also is used for obtaining voice data from audio database 52, and through wireless network voice data is sent to media play module 17.
Microblogging WEB page module 26 also is used for obtaining labeled data from video labeling database 22, and obtains video data from video database 51, labeled data is incorporated in the video data, and shows to the user with the form of webpage.
Farming affair message push module 21 is used for obtaining agriculture information data from farming affair information database 33, and through cell-phone customer terminal interface 24 agriculture information data is sent to agricultural affair information module 14 through wireless network.
Cell-phone customer terminal interface 24 also is used for obtaining agriculture information data from farming affair message push module 21, and through wireless network agriculture information data is sent to agricultural affair information module 14.
Farming affair information module 14 is used for receiving the agriculture information data that cell-phone customer terminal interface 24 sends through wireless network, and gives the user with these agriculture information data displays.
Disaster early-warning information release module 25 is used for obtaining the disaster alarm result from disaster analysis result database 42, and through cell-phone customer terminal interface 24 the disaster alarm result is sent to calamity forecast module 15 through wireless network.
Cell-phone customer terminal interface 24 also is used for obtaining the disaster alarm result from disaster early-warning information release module 25, and through wireless network the disaster alarm result is sent to calamity forecast module 15.
Principle of work of the present invention is following:
Move the operation generation text data of microblogging module 11 according to the user, and through wireless network text data is sent to cell-phone customer terminal interface 24, cell-phone customer terminal interface 24 deposits text data in microblogging database 23.
Microblogging WEB page module 26 is obtained video data from video database 51, and offers agricultural experts and watch and produce labeled data, and deposits flag data in video labeling database 22.
Farming affair information is climbed delivery piece 31 and is swashed and get agricultural affair information data from a plurality of agricultural affair information website (for example electronic farming net, agricultural affair through train etc.), and is sent to agricultural affair information integration module 32.32 pairs of agricultural affair information data of farming affair information integration module are carried out message and are integrated classification processing, and the farming affair information after will handling deposits agricultural affair information database 33 in.
Microblogging data analysis module 41 obtains text data from microblogging database 23, text data is carried out data analysis drawing the disaster alarm result, and the result is deposited in the disaster analysis result database 42.
Application example:
The basic hardware configuration of microblogging server of the present invention 2, information content server 3, disaster alarm server 4, media server 5 is as shown in table 1.
Table 1
The basic hardware configuration of cell-phone customer terminal 1 is as shown in table 2.
Table 2
Through being that the basis makes up the degree of coupling that the electronic farming system can improve agricultural user with the mobile community, the thought of WEB2.0 is implemented agriculture service field, can also more agriculture information be delivered in concrete peasant household's hand.
Utilization through to technology such as mobile phone video capture and video labelings can conveniently vivo solve concrete agricultural problem for the peasant.Can from text data, analyze the possibility that agricultural disaster takes place by technology such as data minings, and disaster early-warning information is informed the peasant rapidly and accurately through the microblogging platform.
Those skilled in the art will readily understand; The above is merely preferred embodiment of the present invention; Not in order to restriction the present invention, all any modifications of within spirit of the present invention and principle, being done, be equal to and replace and improvement etc., all should be included within protection scope of the present invention.
Claims (8)
1. the mobile electron farming affair service system based on video labeling and data mining is characterized in that,
Comprise cell-phone customer terminal, microblogging server, information content server, disaster alarm server and media server;
Said cell-phone customer terminal links to each other with said media server with said microblogging server through wireless network;
Said information content server, said disaster alarm server and said media server link to each other with said microblogging server through cable network;
Said cell-phone customer terminal comprises transmission module and media play module on mobile microblogging module, video capture module, audio recording module, agricultural affair information module, calamity forecast module, the media file;
Said microblogging server comprises microblogging database, video labeling database, agricultural affair message push module, cell-phone customer terminal interface, disaster early-warning information release module and microblogging WEB page module;
The information content server comprises that agricultural affair information climbs delivery piece, agricultural affair information integration module and agricultural affair information database;
Said disaster alarm server comprises microblogging data analysis module and disaster analysis result database;
Said media server comprises video database, audio database, media file receiver module and Media Stream sending module;
Said mobile microblogging module is used for to the user microblogging function being provided, and accepts said user's operation generation text data, and through wireless network said text data is sent to said cell-phone customer terminal interface;
Said cell-phone customer terminal interface is used to receive the text data from said mobile microblogging module, and deposits said text data in said microblogging database;
Said video capture module is used for coming the recorded video data through the camera on the mobile phone;
Transmission module is used for said video data is sent to the said file receiver module of medium on the said media file;
Said media file receiver module is used to receive the video data that transmission module sends on the said media file, and deposits said video data in said video database;
Said audio recording module is used for coming the recording audio data through the microphone on the mobile phone;
Transmission module also is used for said voice data is sent to said media file receiver module on the said media file;
Said media file receiver module also is used to receive the said voice data that transmission module sends on the said media file, and deposits said voice data in said audio database;
Said microblogging WEB page module is used for obtaining said video data and said voice data from said video database and said audio database respectively; And offer agricultural experts and watch and listening to producing labeled data, and deposit said labeled data in said video labeling database;
Said agricultural affair information is climbed the delivery piece and is used for swashing from farming affair information website and gets agricultural affair information data;
Said agricultural affair information integration module is used for that said agricultural affair information data are carried out message and integrates classification processing, and the farming affair information after will handling deposits said agricultural affair information database in;
Said microblogging data analysis module is used for obtaining said text data from said microblogging database, said text data is carried out data analysis drawing the disaster alarm result, and said disaster alarm result is deposited in the said disaster analysis result database.
2. system according to claim 1 is characterized in that,
Said cell-phone customer terminal interface also is used for obtaining said text data from said microblogging database, and said text data is sent to said mobile microblogging module;
Said mobile microblogging module is used for that also said text data is integrated into microblogging and shows the user.
3. system according to claim 1 is characterized in that,
Said Media Stream sending module is used for obtaining said video data from said video database, and said video data is sent to said media play module;
Said media play module is used for through the player on the mobile phone said video data being showed the user.
4. system according to claim 1 is characterized in that,
Said Media Stream sending module also is used for obtaining said voice data from said audio database, and said voice data is sent to said media play module;
Said media play module is used for through the player on the mobile phone said voice data being showed the user.
5. system according to claim 1; It is characterized in that; Said microblogging WEB page module also is used for obtaining said labeled data from said video labeling database; And obtain said video data from said video database, said labeled data is incorporated in the said video data, and shows to the user with the form of webpage.
6. system according to claim 1 is characterized in that,
Said agricultural affair message push module is used for obtaining said agriculture information data from said agricultural affair information database, and through said cell-phone customer terminal interface said agriculture information data is sent to said agricultural affair information module;
Said cell-phone customer terminal interface also is used for said agriculture information data are sent to said agricultural affair information module;
Said agricultural affair information module is used for giving the user with said agriculture information data display.
7. system according to claim 1 is characterized in that,
Said disaster early-warning information release module is used for obtaining said disaster alarm result from said disaster analysis result database, and through said cell-phone customer terminal interface said disaster alarm result is sent to said calamity forecast module;
Said cell-phone customer terminal interface also is used for said disaster alarm result is sent to said calamity forecast module;
Said calamity forecast module is used for said disaster alarm result and shows the user.
8. system according to claim 1 is characterized in that,
Said text data comprises the microblogging of user profile and user's issue;
Said labeled data comprises text marking data and audio frequency labeled data;
Said agricultural affair information website is electronic farming net and agricultural affair through train.
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Application publication date: 20121024 |