CN107066607A - A kind of agricultural product production and sale services system based on internet and big data - Google Patents
A kind of agricultural product production and sale services system based on internet and big data Download PDFInfo
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Abstract
The invention discloses a kind of agricultural product production and sale services system based on internet and big data, including：Basic data layer, carries out the collection storage of grain, veterinary antibiotics, the marketing data of livestock products；The data of upload are processed, handled, clustered and classified by model algorithm storehouse by data analysis layer, and the data after processing are used into distributed storage, build basic data warehouse；Data in data warehouse, by the integration of platform technology, are built vector space model by application layer through row feature extraction, and are matched by matching proposed algorithm storehouse with user interest model through row, and matching result is reported and submitted into work by system progress next step；Presentation layer, by media mediation instrument, will observe and predict result and is sent to peasant household, government organs, scientific research institution and consumer, really realize that production and marketing is combined, and service the target of the whole society.
Description
Technical field
The invention belongs to agricultural technology field, more specifically, more particularly to a kind of agriculture based on internet and big data
Product production and sale services system.
Background technology
China is a large agricultural country, and agriculture, rural areas and farmers problem is always to perplex a fundamental realities of the country of China, agriculture, rural areas and farmers problem
Refer to agricultural, rural area, peasant these three problems, but emphasis of interest is but and different in itself for these three problems.But this
Three problems be essentially from itself Trinity of industry, social economic environment and practitioner the problem of, so must
These three problems must be considered as an entirety.China is as a large agricultural country, and how to resolve agriculture, rural areas and farmers problem is
It is related to commonwealth quality, economic continual and steady development, social relationships problem, the major issue of power of rich nations.
Agricultural product are one of important components of agriculture, rural areas and farmers problem, are primarily referred to as agricultural as the achievement of agricultural production
Primary product in production process, that is, refer to plant, animal, microorganism and other products obtained in agricultural production process.
Including directly produce the agriculture for not being processed or only carrying out simple working process, woods, herd, fishing and its related industry
Product, such as paddy rice, timber, cattle and sheep, fish product.As can be seen that agricultural product are the essential material bases of human survival,
It is also essential raw material in economic development, is the necessary antecedent of social development.
Today after carrying out reforming and opening up to the outside world 30 years, China's agricultural population declines year by year, from 80 years 20th century
In generation, accounts for the 80% of country's total population and have decreased to present 50% or so, and peasant's production skills is improved, and production is obtained
The fruit of labour in addition to meeting self-demand, also create substantial amounts of residue, and this some residual naturally becomes
Flow of commodity market.Under the promotion of market economy, even large-scale production base and single agriculture are occurred in that in many places
Production base.Under the influence of market economy, agricultural product occur in that price fluctuation frequently, and various regions difference in selling prices is excessive, supply
Need the unbalanced market economy state of relation.
In recent years, with the renewal of agriculture production technology, the changing of agricultural product production cost, single agricultural product production base
The various factors such as generation, natural conditions influence, same agricultural product price is widely different between various regions, agricultural product between various regions
Supply and demand it is extremely uneven.Wherein, or even after occurring in that the production of some agricultural product it can not sell or somewhere agricultural products are out of stock
Awkward state, cause society discuss warmly.
With making rapid progress for information technology and Internet technology, the significant progress that China's IT application to agriculture is obtained is simultaneously
Also the challenge in big data epoch is welcome.The development of internet allows peasant by retrieving oneself market information interested,
But there is agriculture production and marketing information magnanimity and lengthy and tedious.Therefore, peasant is difficult to obtain oneself really necessary information, and this also triggers
Information overload and information explosion problem also cause simultaneously it is quick, timely, accurately obtain needed for agricultural, commodities market information difficulty
Increase, agricultural production and the unmatched contradiction of market circulation.And information matches commending system can solution be never very well
Matching problem, but the memory space faced with the in-depth of big data epoch information explosion phenomenon, information matches commending system
Scalability and the analysis bottleneck problem such as computational efficiency.Cloud computing occurs having attracted big as brand-new business computation model
The eyeball of crowd and the cloud computing platform for being easy for exploitation and parallel processing mass data, it is characterized in that extended capability, runs into
This is not high, processing and the very high and good reliability of computational efficiency.Therefore, existing information matching commending system is put down with Hadoop
Platform is combined, and sets up the accurate cloud computing analysis model based on user's the whole network interest model, gathers the whole network market information data, is built
Marketing data large data center, agricultural producer provides that precision is high, fireballing market for farm products information matches system gesture is must
OK.It can be assembled by structure and analyze the market for farm products information matches platform of mass data to solving " small production, big city
The contradiction of field " will produce profound significance.
The content of the invention
The invention aims to solve shortcoming present in prior art, and the one kind proposed is based on internet and big
The agricultural product production and sale services system of data.
To achieve the above object, the present invention provides following technical scheme：
A kind of agricultural product production and sale services system based on internet and big data, including：
Basic data layer, carries out the collection storage of grain, veterinary antibiotics, the marketing data of livestock products；
The data of upload are processed, handled, clustered and classified by model algorithm storehouse, after processing by data analysis layer
Data use distributed storage, build basic data warehouse；
Data in data warehouse, by the integration of platform technology, are built vector space model by application layer through row feature extraction,
And matched by matching proposed algorithm storehouse with user interest model through row, matching result is subjected to reporting and submitting for next step by system
Work；
Presentation layer, by media mediation instrument, will observe and predict result and is sent to peasant household, government organs, scientific research institution and consumer,
Really realize that production and marketing is combined, service the target of the whole society.
It is preferred that, the media mediation instrument includes mobile phone, computer and TV.
It is preferred that, the basic data layer includes the market for farm products price data based on WEB and obtains subsystem, the system
Including web database, selecting extraction technology, establishment extraction program, agricultural, commodities market database, data mining interface and knowledge, institute
Web database and the connection of selecting extraction technology, the selecting extraction technology and establishment extraction program connection are stated, the establishment is taken out
Program fetch and the connection of agricultural, commodities market database, agricultural, commodities market database and data mining the interface connection, the data mining
Interface and knowledge connection.
It is preferred that, the application layer includes agricultural product production and marketing valency linkage early warning system, and the agricultural product production and marketing valency linkage is pre-
Alert system includes user interface, data acquisition blocks, data repository, production simulated block, products in circulation simulated block and price expectation
Models Sets are blocking, user interface and the data acquisition blocks connection, the data acquisition blocks and data repository connection, the number
According to thesaurus and production simulated block connection, production simulated block and products in circulation the simulated block connection, the products in circulation simulation
Block and the blocking connection of price expectation Models Sets, the price expectation Models Sets it is blocking by data feedback to user interface, the number
Pass data to that price expectation Models Sets are blocking according to collection block, the products in circulation simulated block is connected with environment data base.
It is preferred that, the presentation layer includes commodities trading match system, and the commodities trading match system includes client
View side, middleware, server cluster and database, the client view side and middleware connection, the middleware and service
Device cluster is connected, server cluster and the database connection.
It is preferred that, the server cluster includes trade matching server, Gopher and supervision server.
It is preferred that, the database includes inquiry database and transaction data base.
The technique effect and advantage of the present invention：A kind of agricultural product production and marketing based on internet and big data that the present invention is provided
Service system, be directed to increase income search engine, distributed type assemblies, contents extraction and processing, user interest model build,
The key technology such as information recommendation and matching algorithm.By model combinatory analysis and algorithm optimization, and by database technology, be
Model realization is a real, available physical system by constructing technology of uniting.
Brief description of the drawings
Fig. 1 obtains subsystem diagram for the market for farm products price data based on WEB of the present invention；
Fig. 2 is agricultural product production and marketing valency linkage early warning system block diagram of the invention；
Fig. 3 is commodities trading match system block diagram of the invention.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, below in conjunction with specific embodiment, to this
Invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, not
For limiting the present invention.Based on the embodiment in the present invention, those of ordinary skill in the art are not before creative work is made
The every other embodiment obtained is put, the scope of protection of the invention is belonged to.
As Figure 1-3, the invention provides a kind of agricultural product production and sale services system based on internet and big data, bag
Include：
Basic data layer, carries out the collection storage of grain, veterinary antibiotics, the marketing data of livestock products；
The data of upload are processed, handled, clustered and classified by model algorithm storehouse, after processing by data analysis layer
Data use distributed storage, build basic data warehouse；
Data in data warehouse, by the integration of platform technology, are built vector space model by application layer through row feature extraction,
And matched by matching proposed algorithm storehouse with user interest model through row, matching result is subjected to reporting and submitting for next step by system
Work；
Presentation layer, by media mediation instrument, media mediation instrument includes mobile phone, computer and TV, will observe and predict result and be sent to
Peasant household, government organs, scientific research institution and consumer, really realize that production and marketing is combined, and service the target of the whole society.
Further, the basic data layer includes the market for farm products price data acquisition subsystem based on WEB, and this is
System includes web database, selecting extraction technology, establishment extraction program, agricultural, commodities market database, data mining interface and knowledge,
Web database and selecting extraction the technology connection, the selecting extraction technology and establishment extraction program connection, the establishment
Extraction program and the connection of agricultural, commodities market database, agricultural, commodities market database and data mining the interface connection, the data are dug
Dig interface and knowledge connection.Basic data layer includes the market for farm products price data based on WEB and obtains subsystem selection webpage
Data source, analyzing structure of web page, selected information extracting method, write extraction code, storage extract result.Can with this this subsystem
It is divided into market for farm products price web page crawl module, market for farm products price web page contents parsing module and market for farm products price
Data memory module.Net page data source selection is to be selected according to practical application request from substantial amounts of authoritative agricultural Website；
Info web analysis is to carry out the analysis such as feature extraction to climbing the data returned；Data, which are extracted, to be selected according to structure of web page feature
Suitable algorithm is selected to come out required contents extraction；Data set of the data storage that web data is extracted in data warehouse
In.
Further, the application layer includes agricultural product production and marketing valency linkage early warning system, the agricultural product production and marketing valency linkage
It is pre- that early warning system includes user interface, data acquisition blocks, data repository, production simulated block, products in circulation simulated block and price
Survey Models Sets blocking, user interface and the data acquisition blocks connection, the data acquisition blocks and data repository are connected, described
Data repository and production simulated block connection, production simulated block and products in circulation the simulated block connection, the products in circulation mould
Intend block and the blocking connection of price expectation Models Sets, the price expectation Models Sets it is blocking by data feedback to user interface, it is described
Data acquisition blocks pass data to that price expectation Models Sets are blocking, and the products in circulation simulated block is connected with environment data base.
User illustrates that solution software uses agreement, system operation methods, systemic-function etc. by user；User passes through user
Inputting interface inputs the means of production routine data and decision-premaking data of oneself grasp, and submits；Data acquisition block check user
Normalization and validity of data etc. are submitted, format transformation simultaneously submits data storage library storage or renewal；Produce simulated block and production
Product flow simulation block uses simulation model, proposes data from data repository and environmental data block, does production process and circulation
The simulation process of process, output data is called for price expectation model integrated, can also be shown in use in good time as intermediate result
Family interface is used as immediate feedback；The core missions of price expectation model integrated bargain price prediction and warning, ask suitable according to user
Shi Yunhang, output result is presented to user as primary feedback, adjusts decision-premaking as it, makes the foundation of final decision；Environment
Data block collecting zone outside manufacture input data, the data can typically be predicted by price expectation data threshold, be tieed up by system
Shield is completed；Prediction feedback interface occurs when user asks, the various data messages of main presentation user's demand, and both pictures and texts are excellent,
It is visual directly perceived.
Further, the presentation layer includes commodities trading match system, and the commodities trading match system includes visitor
Family view side, middleware, server cluster and database, the client view side and middleware connection, the middleware kimonos
The cluster connection of business device, server cluster and the database connection.Server cluster is stated to look into including trade matching server, information
Ask server and supervision server.The database includes inquiry database and transaction data base.
Finally it should be noted that：The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the invention,
Although the present invention is described in detail with reference to the foregoing embodiments, for those skilled in the art, it still may be used
To be modified to the technical scheme described in foregoing embodiments, or equivalent substitution is carried out to which part technical characteristic,
Within the spirit and principles of the invention, any modification, equivalent substitution and improvements made etc., should be included in the present invention's
Within protection domain.
Claims (7)
1. a kind of agricultural product production and sale services system based on internet and big data, it is characterised in that including：
Basic data layer, carries out the collection storage of grain, veterinary antibiotics, the marketing data of livestock products；
The data of upload are processed, handled, clustered and classified by model algorithm storehouse, after processing by data analysis layer
Data use distributed storage, build basic data warehouse；
Data in data warehouse, by the integration of platform technology, are built vector space model by application layer through row feature extraction,
And matched by matching proposed algorithm storehouse with user interest model through row, matching result is subjected to reporting and submitting for next step by system
Work；
Presentation layer, by media mediation instrument, will observe and predict result and is sent to peasant household, government organs, scientific research institution and consumer,
Really realize that production and marketing is combined, service the target of the whole society.
2. a kind of agricultural product production and sale services system based on internet and big data according to claim 1, its feature exists
In：The media mediation instrument includes mobile phone, computer and TV.
3. a kind of agricultural product production and sale services system based on internet and big data according to claim 1, its feature exists
In：The basic data layer includes the market for farm products price data based on WEB and obtains subsystem, and the system includes web data
Storehouse, selecting extraction technology, establishment extraction program, agricultural, commodities market database, data mining interface and knowledge, the web database
With the connection of selecting extraction technology, the selecting extraction technology and establishment extraction program connection, the establishment extraction program and agricultural
Market data base is connected, agricultural, commodities market database and data mining the interface connection, and the data mining interface and knowledge connect
Connect.
4. a kind of agricultural product production and sale services system based on internet and big data according to claim 1, its feature exists
In：The application layer includes agricultural product production and marketing valency linkage early warning system, and the agricultural product production and marketing valency linkage early warning system includes using
Family interface, data acquisition blocks, data repository, production simulated block, products in circulation simulated block and price expectation Models Sets are blocking, institute
State user interface and data acquisition blocks connection, the data acquisition blocks and data repository connection, the data repository and life
Produce simulated block connection, production simulated block and products in circulation the simulated block connection, the products in circulation simulated block and price expectation
The blocking connection of Models Sets, the price expectation Models Sets it is blocking by data feedback to user interface, the data acquisition blocks are by number
According to passing to, price expectation Models Sets are blocking, and the products in circulation simulated block is connected with environment data base.
5. a kind of agricultural product production and sale services system based on internet and big data according to claim 1, its feature exists
In：The presentation layer includes commodities trading match system, and the commodities trading match system includes client view side, centre
Part, server cluster and database, the client view side and middleware connection, middleware and the server cluster connection,
Server cluster and the database connection.
6. a kind of agricultural product production and sale services system based on internet and big data according to claim 5, its feature exists
In：The server cluster includes trade matching server, Gopher and supervision server.
7. a kind of agricultural product production and sale services system based on internet and big data according to claim 5, its feature exists
In：The database includes inquiry database and transaction data base.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108665374A (en) * | 2018-08-23 | 2018-10-16 | 河南牧业经济学院 | A kind of commodities trading network platform |
| CN109754315A (en) * | 2018-12-29 | 2019-05-14 | 江苏哪凉快网络科技有限公司 | A kind of Software Development Platform management system for realizing air-conditioning resource consolidation |
| CN109978616A (en) * | 2019-03-22 | 2019-07-05 | 中国农业科学院农业信息研究所 | Agricultural product data monitoring early warning system |
| CN110751508A (en) * | 2019-09-26 | 2020-02-04 | 中电万维信息技术有限责任公司 | Agricultural product market price early warning management system based on big data analysis |
| CN111427945A (en) * | 2020-04-01 | 2020-07-17 | 中国农业科学院农业信息研究所 | Soybean data monitoring system and method |
| CN112164141A (en) * | 2020-09-29 | 2021-01-01 | 华南理工大学 | BIM technology-based machine room management method, device, equipment and storage medium |
| CN113554520A (en) * | 2021-07-28 | 2021-10-26 | 厦门海晟融创信息技术有限公司 | Intelligent agricultural production system and method under artificial intelligence energization |
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| CN110751508B (en) * | 2019-09-26 | 2023-08-18 | 中电万维信息技术有限责任公司 | Agricultural product market price early warning management system based on big data analysis |
| CN111427945A (en) * | 2020-04-01 | 2020-07-17 | 中国农业科学院农业信息研究所 | Soybean data monitoring system and method |
| CN112164141A (en) * | 2020-09-29 | 2021-01-01 | 华南理工大学 | BIM technology-based machine room management method, device, equipment and storage medium |
| CN112164141B (en) * | 2020-09-29 | 2024-09-06 | 华南理工大学 | Machine room management method, device, equipment and storage medium based on BIM technology |
| CN113554520A (en) * | 2021-07-28 | 2021-10-26 | 厦门海晟融创信息技术有限公司 | Intelligent agricultural production system and method under artificial intelligence energization |
| CN113554520B (en) * | 2021-07-28 | 2024-07-26 | 厦门海晟融创信息技术有限公司 | Intelligent agricultural production system and method under artificial intelligent energization |
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