CN117408642B - Rural digital service management platform based on artificial intelligence - Google Patents

Rural digital service management platform based on artificial intelligence Download PDF

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CN117408642B
CN117408642B CN202311694891.0A CN202311694891A CN117408642B CN 117408642 B CN117408642 B CN 117408642B CN 202311694891 A CN202311694891 A CN 202311694891A CN 117408642 B CN117408642 B CN 117408642B
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袁彬彬
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Zhejiang Meiyun Data Technology Co ltd
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Abstract

The invention relates to the technical field of rural service management, and particularly discloses a rural digital service management platform based on artificial intelligence, which comprises a rural data acquisition module, a rural data analysis module, a digital service cloud center, an SQL library and a visual centralized display WEB end.

Description

Rural digital service management platform based on artificial intelligence
Technical Field
The invention relates to the technical field of rural service management, in particular to a rural digital service management platform based on artificial intelligence.
Background
The advanced development of intelligent digital technology brings a lot of opportunities to the development of villages, the villages can promote the sustainable development of the villages by utilizing the digital technology, and meanwhile, the digital technology also has the advantages of improving the living standard of village residents, optimizing the utilization of village resources, improving the agricultural production efficiency and the like, so that the intelligent digital technology is applied to a plurality of villages, but with the continuous expansion of the practical application range and scale, the village digital management has an indispensable limit, and therefore, the necessary optimization treatment is needed for the village digital management.
A rural digital intelligent service platform disclosed in the prior art, for example, the patent publication number CN115797125B, comprises: the system comprises an acquisition module, a determination module and an output module, wherein the acquisition module is used for acquiring the rural information of a target rural area, the determination module is used for determining a visual service interface based on a preset visual template library and the rural information, the output module is used for outputting and displaying the visual service interface, and through a rural digital intelligent service platform, management staff in the rural area can know the rural information of the rural area through the visual service interface without butting with a plurality of staff responsible for collecting and sorting the rural information in the rural area, so that convenience is improved.
According to the technical scheme, the current rural digital service management is only focused on displaying the overall visual part profile of the rural area, and the lack of deep analysis on the specific profile of the rural area leads to the fact that management staff can determine specific problems and specific defects of the rural area only by means of subjective judgment of the management staff, so that hysteresis of the rural service management is increased, the service management level of the rural area is not easy to be efficiently raised, and the promotion development of the rural area in the directions of cooperativity, economy and sustainability is inhibited to a certain extent.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides a rural digital service management platform based on artificial intelligence, which can effectively solve the problems related to the background technology.
In order to achieve the above purpose, the invention is realized by the following technical scheme: a rural digital service management platform based on artificial intelligence, comprising: and the rural data acquisition module is used for acquiring the rural digital information data.
And the rural data analysis module is used for analyzing the rural digital information data and evaluating the comprehensive forward trend value of the rural.
And the digital service cloud center is used for carrying out intelligent service management on the village according to the comprehensive forward trend value of the village.
As a preferred technical solution, the rural digital service management platform based on artificial intelligence further comprises: SQL library and visual display WEB terminal.
And the SQL library is used for storing the scenic spot visitor number and the scenic spot production value reference characteristic curve.
The visual centralized display WEB terminal is used for filtering, centralized integrating and processing the acquired rural digital information data, and importing the acquired rural digital information data into a preset WEB terminal interface for visual centralized display.
As a preferable mode, the digital information data of the country includes: farming travel data, industry economy data, and capital construction service data.
The agricultural travel data includes passenger flow information and consumption data.
The industry economic data includes the total industry yield in the current year of the country and the yield ratio of each subject industry, the social financing amount and the economic cumulative income of each coverage area subject, and includes the e-commerce sales amount, the cumulative sales amount of each main product and the total traffic amount.
The basic building service data comprise tourist number and scenic spot yield characteristic curves of all sightseeing scenic spots and revenue rate curves of all types of resident merchants of all sightseeing scenic spots, and comprise total number of vehicles in villages, daily occupied number of parking spaces in the current year, daily idle number of the parking spaces and average vehicle stay time of all sightseeing scenic spots in the villages.
As a preferable technical solution, the intelligent service management is performed on the country according to the comprehensive forward trend value of the country, and the specific process is as follows: the comprehensive forward trend value of the country is assessed, and the execution expression is as follows:。
in the method, in the process of the invention,for the comprehensive forward trend value of village, +.>For rural agricultural and travel comprehensive trend, </u >>Is the comprehensive trend value of the industry economy of the country, < ->Building service comprehensive characteristic value for village, < ->、/>、/>The forward trend of the comprehensive characteristic value of the construction service and the comprehensive trend of the rural area are respectively set to influence the weight factors.
Comprehensive forward trend value of villageAnd the set comprehensive forward trend threshold +.>Comparing, ifAnd obtaining a target management architecture of the village according to a service management execution model, and carrying out service management prompt, wherein the service management execution model is as follows: />。
In the above-described model, the first and second models,、/>、/>and triggering corresponding agricultural and travel comprehensive trend reference threshold values, industrial and economic comprehensive trend reference threshold values and infrastructure service comprehensive characteristic reference threshold values for the set management drive respectively.
As a preferable technical scheme, the rural agricultural and travel comprehensive trend value is as follows:
。
In the method, in the process of the invention,for rural agricultural and travel comprehensive trend, </u >>、/>Rural passenger flow trend value and rural agricultural travel consumption characterization value>、/>Weight factors are evaluated for the comprehensive trends of the set agricultural and passenger trend values and agricultural and travel consumption characterization values respectively, < ->A reference value is defined for the set comprehensive trend of the agricultural trip.
As a preferable technical scheme, the rural agriculture passenger flow trend value and rural agriculture travel consumption characterization value comprise the following specific processing procedures: extracting passenger flow information in rural agricultural travel data, including current annual passenger flow, current monthly passenger flow and current daily passenger flow, which are sequentially recorded as、/>、/>The rural agriculture passenger flow trend value is analyzed, and the execution model is as follows: />。
In the method, in the process of the invention,for rural agriculture passenger flow trend value, < ->，/>，、/>、/>Historical average annual passenger flow, historical average monthly passenger flow and historical average daily passenger flow of village respectively +.>、/>、/>Correction coefficients of the annual, monthly and daily traffic, respectively, are set +.>、/>、/>Respectively the set year, monthThe daily traffic corresponds to the trend impact factor of the unit historical deviation traffic, e is a natural constant.
Extracting consumption data in rural agricultural travel data, including catering consumption, accommodation consumption and specific commodity consumption of each month of the current year, and sequentially marking as 、/>、/>And analyzing rural agricultural travel consumption characterization values, wherein an execution model is as follows: />。
In the method, in the process of the invention,，/>representing value for rural agricultural travel consumption>、/>、/>Sequentially the highest catering consumption, highest accommodation consumption and highest specific commodity consumption of tourists in the current year and month,/->、/>、/>Respectively set catering, accommodation and specific commodityConsumption characterization factor corresponding to a unit exceeding the consumption>Representing compensation coefficient for rural agricultural travel consumption, j being the number of each month in the current year, and ++>N is the current number of years and months.
As a preferable technical scheme, the rural agricultural travel consumption characterization compensation coefficient has the following specific constraint execution formula:。
in the method, in the process of the invention,，/>compensating correction factors for rural travel consumption characterization>、/>、/>Reference values are defined for the average consumer ratio characterization of the set catering, accommodation and specific merchandise, respectively.
As a preferable technical scheme, the industrial economic comprehensive trend value of the country is as follows:。
in the method, in the process of the invention,is the comprehensive trend value of the industry economy of the country, < ->、/>、/>Sequentially representing an industry situation value, an economic development balance value and an e-commerce development trend value of the country, and (I)>、/>、/>And the comprehensive trend weight factors corresponding to the set industrial situation value, economic development balance value and e-commerce development trend value are adopted.
As a preferable technical solution, the industry situation value, economic development balance value and e-commerce development trend value of the country are as follows: the industrial situation value of the village is analyzed, and the constraint conditions are as follows:。
in the method, in the process of the invention,is the industry situation value of village, < ->、/>Situation assessment factors of total industry yield and total set unit yield in the current year of the country are respectively +.>For the number of days already past in the current year, +.>、/>、/>Is the total yield of the country's historical daily industry, the average yield of the subject industry i in the current year,、/>to set the reference adaptation value duty ratio and the defined deviation ratio of the rural subject industry i, i is the number of each subject industry, +.>Y is the number of main industries.
And analyzing economic development balance values of villages, wherein the constraint conditions are as follows:。
in the method, in the process of the invention,balance value for economic development of village, < ->、/>Social financing amount and economic cumulative income for coverage area subject g in the current year, +.>、/>Respectively setting up a balance evaluation weight coefficient corresponding to the social financing amount and the economic accumulated income, ++>、/>Defining income for setting up social financing deviation and economic accumulated deviation, g is the number of the main body of each coverage area, >Z is the number of coverage area bodies.
And analyzing the development trend value of the rural E-commerce, wherein the constraint conditions are as follows:。
in the method, in the process of the invention,for the development trend value of rural E-commerce, < ->Sales for the e-commerce in the country in the current year,/->Sales for historical daily E-commerce in rural areas,/->、/>For the accumulated sales and total traffic of the country main product m in the current year, +.>Defining a duty ratio for the set trading volume of the main products, m being the number of each main product, +.>U is the number of principal products.
As a preferable technical scheme, the building service comprehensive characteristic value of the country comprises the following specific processing procedures: according to the basic building service data of the village, extracting the characteristic curves of the tourist number and the scenic spot yield value of each sightseeing scenic spot, and referring to the characteristic curves with the scenic spot tourist number and the scenic spot yield value in the SQL libraryPerforming coincidence verification, extracting the length of the coincidence of the curves, and recording asP is the number of each sightseeing spot, < ->V is the number of viewing scene points.
Extracting the income and quota curves of various resident merchants of each sightseeing spot in the country, respectively constructing integral curve functions, and marking asD is the number of each type of resident merchant, < ->W is the number of types of merchants that are enrolled.
Analyzing a first characteristic value of sightseeing spots of the village, wherein the expression is as follows: Wherein:
。
in the above-mentioned method, the step of,for the first characteristic value of sightseeing spots of villages, < ->、/>Correction factor for the set curve overlap length and first characteristic evaluation factor for curve unit overlap length,/>For the number of days already past in the current year, +.>。
Analyzing a second characteristic value of the traffic of the village, wherein the expression is as follows:。
in the method, in the process of the invention,for the second characteristic value of the country traffic, < ->、/>、/>Is the number of the total parking lot number in the country and the number of the daily occupied parking lot and the daily unoccupied parking lot number in the current year, and is->Evaluating interference factors for setting the characteristics of individual free spaces, < >>、The influence factor of the daily average occupation number of the set parking space and the daily average idle number of the parking space is +.>For the average vehicle stay time of the country sightseeing spot p +.>A deviation value is defined for the set vehicle dwell time.
Calculating the comprehensive characteristic value of the rural infrastructure service, and executing the expression as follows:。
in the method, in the process of the invention,building service comprehensive characteristic value for village, < ->、/>Weight coefficient for the first characteristic value and the second characteristic value of the set sightseeing spot, < +.>And setting a reference value of the integrated feature of the infrastructure service.
Compared with the prior art, the embodiment of the invention has at least the following beneficial effects:
(1) The invention provides an artificial intelligence-based rural digital service management platform for realizing global visual profile display and deep concrete parameter analysis of the rural, so that defects and deficiencies caused by the fact that the current rural digital service management only focuses on global visual display of each part of the rural profile are overcome.
(2) The comprehensive forward trend value of the village is evaluated, the target management architecture of the village is finally evaluated through multidimensional data analysis and processing, an intelligent and convenient tool is further provided for efficient management of the village, and the knowledge of relevant management personnel on multiple aspects of the village is facilitated, so that a basis is provided for formulating or optimizing management measures, the development of the village can be better promoted, and the overall development quality of the village is improved.
Of course, it is not necessary for any one product to practice the invention to achieve all of the advantages set forth above at the same time.
Drawings
FIG. 1 is a schematic diagram of a platform function module connection according to the present invention.
Fig. 2 is a schematic diagram of a characteristic curve of the number of guests and the scenic spot output value according to an embodiment of the present invention.
FIG. 3 is a schematic diagram of the revenue amount curves for various types of affiliated merchants involved in an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
In the description of the present invention, it should be understood that the terms "open," "upper," "lower," "thickness," "top," "middle," "length," "inner," "peripheral," and the like indicate orientation or positional relationships, merely for convenience in describing the present invention and to simplify the description, and do not indicate or imply that the components or elements referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus should not be construed as limiting the present invention.
Referring to fig. 1, the embodiment of the invention provides a technical scheme: an artificial intelligence based rural digital service management platform comprising: the system comprises a rural data acquisition module, a rural data analysis module, a digital service cloud center, an SQL library and a visual integrated display WEB terminal.
In the embodiment of the invention, by providing the rural digital service management platform based on artificial intelligence, global visual profile display and deep concrete parameter analysis are realized on the rural, the defects and shortages caused by the fact that the current rural digital service management only focuses on global visual display of each part of the profile of the rural are overcome.
The rural data acquisition module is used for acquiring digital information data of the village, is also a system component for collecting and analyzing rural related information, comprises data acquisition equipment or interfaces, is used for collecting various rural related data from different sources, comprises information on economy, society, environment and the like, and possibly comprises various sensor technologies such as weather stations, soil humidity sensors and the like, is used for monitoring data of agriculture and natural environment, and can help to realize accurate allocation of resources, such as irrigation management according to soil humidity data, agricultural production efficiency improvement or infrastructure planning according to population flow data improvement.
Specifically, the rural digital information data includes: farming travel data, industry economy data, and capital construction service data.
The agricultural travel data includes passenger flow information and consumption data.
The industrial economic data includes the total industrial yield in the current year of the country and the yield ratio of each subject industry including, but not limited to, agriculture, fishery, forestry, pasture industry, etc., the social financing amount and the economic cumulative income of each covered area subject including e-commerce sales amount, the cumulative sales amount and the total amount of each main product, and taking Zhejiang dacon as an example, the covered area subject including Long Yang village, stoneware, cudrania tricuspidata, wang Cunkou, yellow sand waist, north territory, wonderful high street, etc.
It should be noted that, taking Zhejiang parallel as an example, the production ratio of the main industries is: the agricultural yield value accounts for 68.22%, the forestry yield value accounts for 18.34%, the animal industry yield value accounts for 10.63%, the fishery yield value accounts for 1.62%, and the agriculture, forestry, animal husbandry and fish service industry yield value accounts for 1.18%.
As a further explanation, each of the main products in this embodiment includes rapeseed oil, sweet potato vermicelli, bamboo shoots, and the like.
The basic construction service data comprises the characteristic curves of the number of tourists and the yield of all sightseeing points and the revenue curves of all types of resident merchants of all sightseeing points, as shown in fig. 2 and 3, fig. 2 is the characteristic curves of the number of tourists and the yield of all sightseeing points in the embodiment, specifically, the characteristic curves of the number of tourists and the yield of all sightseeing points are constructed by taking the number of tourists as the horizontal axis and the yield of all sightseeing points as the vertical axis, and fig. 3 is the revenue curves of all types of resident merchants in the embodiment, and the basic construction service data comprises the total number of vehicles in the country, the daily average occupation number of the parking spaces in the current year, the daily average idle number of the parking spaces and the average vehicle residence time length of all sightseeing points in the country.
As a further explanation, the characteristic curves of the number of visitors and the sight spot yield are generally in a linear relationship, that is, the sight spot yield is in a floating trend along with the increase of the number of visitors, but in this embodiment, it is found that the characteristic curves of the number of visitors and the sight spot yield are generally in a discrete state to a certain extent in the actual invoking process, that is, there is a phenomenon of mismatch between the increase of the number of visitors and the increase of the yield, by analyzing the relationship between the number of visitors and the sight spot yield, the sight spot performance can be comprehensively evaluated, which is helpful for evaluating the attraction and economic benefit of the sight spot, and meanwhile, fig. 3 is a graph of the value of the attraction of various types of resident merchants, which takes the time as the horizontal axis and the value of the benefit as the vertical axis, and various types of merchants in this embodiment include food merchants, commodity merchants and tourist merchants.
For example, in this embodiment, the number of 4 months of passenger flow is 4343, the number of 5 months of passenger flow is 6023, the number of 6 months of passenger flow is 6053, the 4 months of yield value income is 12045 yuan, the 5 months of yield value income is 12458 yuan, and the 6 months of yield value income is 13526 yuan, so that when the number of 4 months of passenger flow and the number of 5 months of passenger flow are 1680, the yield value income difference is only 413, and the unbalance phenomenon exists between the growth rate of the yield value income and the growth rate of the tourist, and through the evaluation of the dimension, the tourist behavior can be deeply examined, the consumption mode and the demand of the tourist can be known, and the village can be helped to provide products and services which meet the market demands more.
The rural data analysis module is used for analyzing the digital information data of the rural and evaluating the comprehensive advancing trend value of the rural, and comprises a functional part for data processing and analysis, and is used for cleaning, sorting and analyzing the acquired rural data to extract useful rural information, so that intelligent decision support can be provided for farmers or other decision makers, agricultural production is optimized, social service is improved, the whole rural development level is improved, and the rural data acquisition and analysis can help the rural to attract investment and promote the local property development of the rural, thereby promoting the whole economic development of the rural.
The digital service cloud center is used for carrying out intelligent service management on the village according to the comprehensive forward trend value of the village, allows a plurality of business departments or application programs to share the same infrastructure, can more effectively use computing resources, avoids unnecessary energy waste, is beneficial to realizing more environment-friendly business operation, and provides the capability of more rapidly deploying new services and applications, and the agility is beneficial to the village organization to better adapt to social changes and promotes innovation.
Specifically, the intelligent service management is performed on the village according to the comprehensive forward trend value of the village, and the specific process is as follows: the comprehensive forward trend value of the country is assessed, and the execution expression is as follows:。
in the method, in the process of the invention,analyzing the comprehensive advancing trend value of the village, deeply evaluating the agricultural travel, industrial economy and infrastructure service aspects of the village, assisting in positioning to the hierarchy direction needing to be managed, helping the village to formulate a more specific and operable development target, pushing the village to advance towards a more prosperous, sustainable and active direction>For rural agricultural and travel comprehensive trend, </u > >Is the comprehensive trend value of the industry economy of the country, < ->Building service comprehensive characteristic value for village, < ->、/>、/>The forward trend of the comprehensive characteristic value of the construction service and the comprehensive trend of the rural area are respectively set to influence the weight factors.
Comprehensive forward trend value of villageAnd the set comprehensive forward trend threshold +.>Comparing, ifThe target management architecture of the village is obtained according to the service management execution model to carry out service management prompt, the target management architecture helps the village to clearly develop direction and strategic target, the overall planning and long-term development are facilitated, the target management architecture of the village can be established to promote the examination and optimization of the village business process, and the development path for realizing the village target is ensured to be efficient, wherein the service management execution model is as follows: />。
In the above-described model, the first and second models,、/>、/>and triggering corresponding agricultural and travel comprehensive trend reference threshold values, industrial and economic comprehensive trend reference threshold values and infrastructure service comprehensive characteristic reference threshold values for the set management drive respectively.
It should be understood that the above-mentioned target management architecture of the country is obtained according to the service management execution model, where the number of target management architectures may be plural, that is, the management prompts may be made in a combination of plural architectures.
In the embodiment of the invention, the target management architecture of the village is finally obtained through evaluation of the comprehensive forward trend value of the village according to multidimensional data analysis and processing, an intelligent and convenient tool is further provided for efficient management of the village, and the knowledge of relevant management personnel on multiple aspects of the village is facilitated, so that a basis is provided for formulation or optimization of management measures, the development of the village can be better promoted, and the overall development quality of the village is improved.
Further, the rural agricultural and travel comprehensive trend value analysis provides scientific data support for managers, and provides powerful tools for healthy development of rural travel, and the specific processing execution model is as follows:。
in the method, in the process of the invention,for rural agricultural and travel comprehensive trend, </u >>、/>Respectively of villageRural passenger flow trend value and rural agricultural travel consumption characterization value, < ->、/>Weight factors are evaluated for the comprehensive trends of the set agricultural and passenger trend values and agricultural and travel consumption characterization values respectively, < ->A reference value is defined for the set comprehensive trend of the agricultural trip.
In the embodiment, the rural passenger flow trend value and the rural travel consumption representation value are evaluated, and the rural travel comprehensive trend value is finally analyzed, so that the trend situation of the rural area in the aspect of the rural travel can be fully evaluated and reflected, further, a supporting basis can be provided for planning and lifting measures in the aspect of the rural travel, the promotion of the diversified development of rural economy is promoted, the better exploitation of the local resource advantage of the rural area is facilitated, the planning of a proper rural travel development mode is facilitated, the integral rural development level is further improved, and meanwhile, the multiple benefits of improving the economic benefit, the social benefit and the environmental benefit are realized.
Further, the rural agriculture passenger flow trend value and rural agriculture travel consumption characterization value comprise the following specific processing procedures: extracting passenger flow information in rural agricultural travel data, including current annual passenger flow, current monthly passenger flow and current daily passenger flow, which are sequentially recorded as、/>、/>The agricultural and passenger flows are important data affecting the industry of the village, and the analysis of the agricultural and passenger flows can help to understand the economic contribution of the rural travel industry, analyze the characteristics and trend of the agricultural and passenger flows, help to position the rural agricultural and travel market and improve the agricultural and travelThe service quality further ensures the long-term sustainable development of rural tourism industry.
Further analyzing rural agriculture passenger flow trend values, and executing the model as follows:。
in the method, in the process of the invention,for rural agriculture passenger flow trend value, < ->，/>，/>、/>、/>Historical average annual passenger flow, historical average monthly passenger flow and historical average daily passenger flow of village respectively +.>、/>、/>Correction coefficients of the annual, monthly and daily traffic, respectively, are set +.>、/>、/>Respectively the set yearsThe trend influence factors of the unit historical deviation flow corresponding to the monthly and daily passenger flows are natural constants, in the embodiment, the collected current annual passenger flow, current monthly passenger flow and current daily passenger flow are 43025 people, 5845 people and 225 people in sequence, and meanwhile, the historical average annual passenger flow, historical average monthly passenger flow and historical average daily passenger flow of the country are 59005 people, 4980 people and 198 people in sequence, so that the passing execution processing result is 2.7128 under the condition that the overall trend of the annual passenger flow is lower than the historical average passenger flow.
It should be noted that, the current annual passenger flow volume, the current monthly passenger flow volume and the current daily passenger flow volume are specifically exemplified by the following time positioning: taking 6 months and 16 days of 2023 as an example, the current year is 2023, the current month is 2023, 6 months of 2023, and 16 days of 2023, 6 months of 2023, the invention extracts data for analysis by 3 time scales instead of independently analyzing data of a certain time scale, can maximally avoid analysis errors, and ensures diversity and accuracy of data analysis.
The historical average annual passenger flow, the historical average monthly passenger flow and the historical average daily passenger flow related in the embodiment can be extracted from a background management record of the digital service cloud center, and the time positioning of the historical average annual passenger flow, the historical average monthly passenger flow and the historical average daily passenger flow is data which does not comprise the current year, namely the historical data before the current year.
Extracting consumption data in rural agricultural travel data, including catering consumption, accommodation consumption and specific commodity consumption of each month of the current year, and sequentially marking as 、/>、/>Dividing intoAnalyzing the rural agricultural and agricultural consumption characterization value, wherein the agricultural and agricultural consumption characterization value provides information about the expenditure of the agricultural and agricultural tourists, is helpful for evaluating the contribution of the agricultural and agricultural tourists to the local economy, and comprises the steps of knowing the consumption level of tourists in shopping, lodging, catering and the like of rural areas, providing a basis for making an economic development strategy for a manager, and the rural agricultural and agricultural consumption characterization value is implemented by the following model: />。
In the method, in the process of the invention,，/>representing value for rural agricultural travel consumption>、/>、The highest food consumption amount, highest accommodation consumption amount and highest specific commodity consumption amount of tourists in the current year month are sequentially taken as examples, wherein the food consumption amount, accommodation consumption amount and specific commodity consumption amount of each month in the current year are taken as examples, wherein the food consumption amount of each month is 3920 yuan, 4010 yuan, 4050 yuan, 2170 yuan, 1980 yuan and 2230 yuan, and the food consumption amount of each month is acquired through data>The value of (2) is 4050 yuan,/o>The value of (1) is 3060 yuan,/v>、/>、/>Consumption characterization factors corresponding to the unit excess consumption of the set catering, accommodation and specific commodity respectively, ++>Representing compensation coefficient for rural agricultural travel consumption, j being the number of each month in the current year, and ++>N is the current number of years and months.
It should be understood that the current years and months are specifically: taking 2023 month 6 as an example, each month of the current year includes 1 month, 2 months, 3 months, 4 months, 5 months and 6 months.
In the embodiment, the analysis is performed on the consumption data in the rural agricultural travel data, which plays an important role in understanding the behavior of tourists, optimizing the travel service, planning and developing strategies and the like, is beneficial to fully mining the consumption habits of tourists in rural travel places, and can assist in implementing more personalized marketing strategies and customized services.
Further, the rural power travel consumption characterization compensation coefficient has the following specific constraint execution formula:
。
in the method, in the process of the invention,，/>compensating correction factors for rural travel consumption characterization>、/>、/>Reference values are defined for the average consumer ratio characterization of the set catering, accommodation and specific merchandise, respectively.
Specifically, the comprehensive trend value of the industry economy of the country can be analyzed to comprehensively evaluate each industry of the country, so that the resource allocation is better optimized, and the specific processing constraint expression is:
。
in the method, in the process of the invention,is the comprehensive trend value of the industry economy of the country, < ->、/>、/>Sequentially representing an industry situation value, an economic development balance value and an e-commerce development trend value of the country, and (I) >、/>、/>And the comprehensive trend weight factors corresponding to the set industrial situation value, economic development balance value and e-commerce development trend value are adopted.
In the embodiment, the method analyzes the industrial situation value, the economic development balance value and the e-commerce development trend value of the village, finally evaluates the industrial economic comprehensive trend value of the village, can assist in understanding the economic structure of the village, and discovers the industrial level with potential development trend, so that the specific development direction is positioned, scientific planning and promotion of the economic development of the village are facilitated, the industrial economic benefit of the village can be better improved, and the overall competitiveness and the sustainability of the village can be improved.
Further, the industrial situation value, the economic development balance value and the e-commerce development trend value of the village comprise the following specific processing procedures: the industrial situation value of the village is analyzed, and the constraint conditions are as follows:。
in the method, in the process of the invention,is the industry situation value of village, < ->、/>Situation assessment factors of total industry yield and total set unit yield in the current year of the country are respectively +.>For the number of days already past in the current year, +.>、/>、/>Taking Zhejiang parallel as an example, the total yield of the country's historical daily industries, the historical average yield ratio of the subject industry i and the yield ratio of the subject industry i in the current year are respectively: the agricultural yield is 68.22%, the forestry yield is 18.34%, the pasture yield is 10.63%, the fishery yield is 1.62%, the agriculture, forestry, pasture and fish service yield is 1.18%, the historical average yield of the agricultural yield is 65.02%, and the whole process is analyzed The historical average yield of forestry yield is 20.03 percent in proportion to the historical average yield of forestry yield, and the trend is generally falling, so that the competition and production efficiency of the industry can be improved aiming at the development of the corresponding industry through analysis, the development of rural economy is promoted, and the trend is improved>、/>To set the reference adaptation value duty ratio and the defined deviation ratio of the rural subject industry i, i is the number of each subject industry, +.>Y is the number of main industries.
The economic development balance value of the country is analyzed, the purpose of the analysis is that the country is composed of a plurality of coverage area main bodies, and the economic contribution among the coverage area main bodies can be better understood through the analysis of the economic development balance value, so that the allocation of economic resources of the coverage area main bodies is facilitated to be optimized, and the constraint conditions of the economic development balance value of the country are as follows:。
in the method, in the process of the invention,balance value for economic development of village, < ->、/>For the total economic income of the village collected in the embodiment of 43144 yuan for the main body g of the coverage area in the current year, the economic income of the neutralization village, the concentric village and the gate Zhuang Qiaocun in the main body of the coverage area are 3012 yuan, 3650 yuan and 4510 yuan respectively, thus the economic income of Guan Zhuangqiao village is higher than that of the neutralization village and the concentric village, and the economic income of the neutralization village is one The personnel can optimally adjust the economic growth of the neutralization village and the concentric village according to the data on the basis of the imbalance state to a certain degree, for example, corresponding infrastructure support is carried out, balanced economic development is the basis of sustainable development of the village, and each coverage area main body is further developed in a balanced manner through analysis, so that the requirements of the economic development of the village can be better met, and meanwhile, the future economic sustainability of the village is ensured>、Respectively setting up a balance evaluation weight coefficient corresponding to the social financing amount and the economic accumulated income, ++>、/>Defining income for setting up social financing deviation and economic accumulated deviation, g is the number of the main body of each coverage area,>z is the number of coverage area bodies.
According to the invention, by analyzing the economic development balance value of the village, the economic development balance among the coverage area main bodies of the feedback village can be analyzed, the adoption of related management measures is facilitated, the economic development balance among the coverage area main bodies of the village is further improved, the establishment of a more fair and contained village economic structure is facilitated, and the economic activity among the coverage area main bodies is also facilitated.
And analyzing the development trend value of the rural E-commerce, wherein the constraint conditions are as follows: 。
In the method, in the process of the invention,for the development trend value of rural E-commerce, < ->Sales for the e-commerce in the country in the current year,/->Sales for historical daily E-commerce in rural areas,/->、/>For the accumulated sales and assembly traffic of the country main product m in the current year, as in the sweet potato vermicelli as main product in the embodiment, the sales in the current year is 3980 list, the assembly traffic is 3790 list, the bamboo shoot sales is 2900 list, the assembly traffic is 2806 list, and certain deviation exists between the product sales and the assembly traffic>Defining a duty ratio for the set trading volume of the main products, m being the number of each main product, +.>U is the number of principal products. />
The differences are that: the accumulated sales volume refers to the commodity quantity accumulated and sold by the electric business in the country, and the total sales volume refers to the commodity quantity accumulated and successfully transacted by the electric business in the country, for example, the main product sweet potato vermicelli in the embodiment has certain deviation, and for the processing analysis of the dimension, the total sales volume proportion of the main product sweet potato vermicelli can be found to be lower than the total sales volume proportion of bamboo shoots, so that reasonable perfect optimization can be made for personnel aiming at the marketing condition of the main product sweet potato vermicelli, so as to help achieve the goal of percentage proportion between the sales volume and the sales volume.
More specifically, the building service comprehensive characteristic value of the country comprises the following specific processing procedures: according to the basic building service data of the village, extracting the characteristic curves of the tourist number and the scenic spot yield value of each sightseeing scenic spot, and performing superposition verification with the characteristic curves of the tourist number and the scenic spot yield value of the scenic spot in the SQL library, wherein the length of superposition of the extracted curves is recorded asP is the number of each sightseeing spot, < ->V is the number of viewing scene points.
It should be understood that in an ideal state, the number of tourists in the scenic spot and the scenic spot yield value are in a proportional relationship in the reference characteristic curve, but in an actual operation process, the scenic spot number of tourists and the scenic spot yield value are affected by multiple aspects, so that the scenic spot number of tourists and the scenic spot yield value cannot be in an absolute proportional relationship, therefore, the potential problems of tourist capital construction service providers of the village can be fully reflected and evaluated according to the dimension, and a supporting basis is provided for the calculation of the subsequent capital construction service comprehensive characteristic values of the village.
Extracting the income curve of various types of resident merchants of various sightseeing spots of the country, wherein various types of merchants cover catering merchants, commodity merchants and game merchants, the prosperity of catering, commodity and game merchants contributes to the vibration of the economy of the country, high-quality catering service contributes to the establishment of good images of the country, possibly attracts more tourists, promotes the propagation of public praise, thereby improving the income of the catering industry, commodity merchants can drive the sales of local products such as handicraft articles, agricultural products and the like, which contributes to the improvement of income of peasants, and the game merchants almost construct a tourist system of the country by attracting tourists to visit, recreation and entertainment of the country, and the three almost construct a tourist system of the country by respectively carrying out integral curve function, and recording as D is the number of each type of resident merchant, < ->W is the number of types of merchants that are enrolled.
Analyzing a first characteristic value of sightseeing spots of the village, wherein the expression is as follows:wherein:
。
in the above-mentioned method, the step of,for the first characteristic value of sightseeing spots of villages, < ->、/>Correction factor for the set curve overlap length and first characteristic evaluation factor for curve unit overlap length,/>For the number of days already past in the current year, +.>。
In this embodiment, it is found that under the condition that the number of tourists is limited by the restaurant merchants, the commodity merchants and the game merchants, the income amount has a certain deviation, because the attractions of tourists on all levels of scenic spots to the tourists are different in the process of sightseeing in the village, the rural scenic spot economy and scenic spot infrastructure construction can be improved through analysis and processing, and a more valuable data base is further provided for guaranteeing the development of the rural economical spot.
Analyzing the second characteristic value of the traffic of the village, and if the daily occupation number of the parking space is higher, possibly representing the intersectionThrough the problem of congestion, through analyzing the occupied number, a better traffic management strategy can be formulated, the congestion condition is relieved, meanwhile, through analyzing the daily average occupied number of parking spaces and the average vehicle residence time length, the parking cost can be optimized, so that better resource utilization benefits are achieved, and the peak period and the valley period of rural traffic are analyzed and known, so that traffic flow control measures are planned better, whether the current rural parking resources are enough to meet the demands of residents and visitors or not is also facilitated, data support is provided for whether the parking spaces need to be increased or not, therefore, the second characteristic value of the rural traffic is analyzed, the method has good practicability, and the second characteristic value of the rural traffic is expressed as: 。
In the method, in the process of the invention,for the second characteristic value of the country traffic, < ->、/>、/>Is the number of the total parking lot number in the country and the number of the daily occupied parking lot and the daily unoccupied parking lot number in the current year, and is->Evaluating interference factors for setting the characteristics of individual free spaces, < >>、/>The influence factor of the daily average occupation number of the set parking space and the daily average idle number of the parking space is +.>Average vehicle stop for country sightseeing spot pStay time length->A deviation value is defined for the set vehicle dwell time.
Calculating the comprehensive characteristic value of the rural infrastructure service, and executing the expression as follows:。
in the method, in the process of the invention,building service comprehensive characteristic value for village, < ->、/>Weight coefficient for the first characteristic value and the second characteristic value of the set sightseeing spot, < +.>And setting a reference value of the integrated feature of the infrastructure service.
In the embodiment, the invention evaluates the comprehensive characteristic value of the foundation construction service of the village, and according to the analysis evaluation of the sightseeing spot and the traffic of the village, the foundation construction service of the village can be improved and optimized, the potential foundation construction service problem can be timely determined and found, and the foundation construction service can meet the current requirement and adapt to the future development.
The SQL library is used for storing the scenic spot visitor number and the scenic spot production value reference characteristic curve, and the SQL library allows a user to organize and store data in the relational database. The table structure of the relational database enables data to be stored according to a certain structure and specification, so that maintenance and query are facilitated, and the SQL database provides a powerful and flexible query language, so that a user can conveniently search, filter and operate the data in the database, and tasks such as data analysis and data generation are more efficient.
The visual integrated display WEB end is used for filtering, concentrating and integrating acquired rural digital information data, guiding the acquired rural digital information data into a preset WEB end interface for visual centralized display, enabling a user to intuitively understand and operate data, functions or processes through the graphical interface without deep knowledge of technical details, enabling the user to complete complex operations through simple interaction modes such as drag and drop, clicking and the like, and enabling the visual integrated WEB application to be more flexible generally and capable of adapting to requirements and changes of the user. The user can customize the views and operations as desired.
In the embodiment, the WEB terminal interface can also display specific rural profiles such as farmland management, village factory building lease conditions, farmland factory building lease contract expiration early warning information, tourist portraits, volunteer portraits, ecological environment and the like, and can perform global monitoring display of the village in real time, traffic early warning, people stream early warning and abnormal event early warning display, and assist personnel to manage the village better.
It is noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
The preferred embodiments of the invention disclosed above are intended only to assist in the explanation of the invention. The preferred embodiments are not exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best understand and utilize the invention and are intended to be within the scope of the invention without departing from the spirit and scope of the invention.

Claims (2)

1. The rural digital service management platform based on artificial intelligence is characterized by comprising:
the rural data acquisition module is used for acquiring the digital information data of the village;
the rural data analysis module is used for analyzing the digital information data of the village and evaluating the comprehensive forward trend value of the village;
the digital service cloud center is used for carrying out intelligent service management on the village according to the comprehensive forward trend value of the village;
the intelligent service management is carried out on the village according to the comprehensive forward trend value of the village, and the specific process is as follows:
The comprehensive forward trend value of the country is assessed, and the execution expression is as follows:
ψ＝arch(1+α*Φ 1 +β*Φ 2 +η*Φ 3 )；
wherein, psi is the comprehensive advancing trend value of the village, alpha is the comprehensive trend value of the village and the village, beta is the comprehensive trend value of the village and the industry economy, eta is the basic building service comprehensive characteristic value of the village, phi 1 、Φ 2 、Φ 3 Respectively setting a rural travel comprehensive trend value, an industrial economic comprehensive trend value and a basic building service comprehensive characteristic value of the rural area;
the comprehensive forward trend value psi of the country is combined with the set comprehensive forward trend threshold value psi 0 Comparing, if psi is less than psi 0 And obtaining a target management architecture of the village according to a service management execution model, and carrying out service management prompt, wherein the service management execution model is as follows:
in the above model, E 1 、E 2 、E 3 Corresponding comprehensive trend reference of agriculture travel triggered by set management driveThreshold, industry economy comprehensive trend reference threshold, infrastructure service comprehensive feature reference threshold;
the rural digital information data includes: farming travel data, industry economy data, and capital construction service data;
the agricultural travel data comprises passenger flow information and consumption data;
the industrial economic data comprise the total industrial yield value in the current year of the village and the yield value proportion of each main industry, the social financing amount and the economic accumulated income of each coverage area main body, and the e-commerce sales amount, the accumulated sales amount of each main product and the total traffic amount;
The basic building service data comprise tourist number and scenic spot yield characteristic curves of all sightseeing scenic spots and revenue rate curves of all types of resident merchants of all sightseeing scenic spots, and comprise total number of vehicles in villages, daily occupied number of parking spaces in the current year, daily idle number of the parking spaces and average vehicle stay time of all sightseeing scenic spots in the villages;
the rural agricultural and travel comprehensive trend value is specifically processed and executed according to the following model:
wherein alpha is the comprehensive trend value of rural agriculture and travel, alpha 1 、α 2 Rural passenger flow trend value and rural agricultural travel consumption characterization value phi 1 、φ 2 Respectively setting a comprehensive trend evaluation weight factor of the agricultural and passenger trend value and the agricultural and passenger consumption characterization value, wherein delta alpha is a set agricultural and passenger comprehensive trend definition reference value;
the rural agriculture and passenger flow trend value and rural agriculture and country consumption characterization value are specifically processed as follows:
extracting passenger flow information in rural agricultural travel data, including current annual passenger flow, current monthly passenger flow and current daily passenger flow, which are sequentially marked as A 1 、A 2 、A 3 The rural agriculture passenger flow trend value is analyzed, and the execution model is as follows:
wherein alpha is 1 Is the rural agricultural passenger flow trend value, A 10 、A 20 、A 30 historical average annual, monthly and daily traffic, delta, respectively, for rural areas 1 、δ 2 、δ 3 Correction coefficients, χ, of the annual, lunar and Japanese passenger flow rates respectively set 1 、χ 2 、χ 3 Trend influence factors of unit historical deviation flow corresponding to the set annual, monthly and daily passenger flow are respectively set, and e is a natural constant;
extracting consumption data in rural agricultural travel data, including catering consumption, accommodation consumption and specific commodity consumption of each month of the current year, and sequentially marking as E j1 、E j2 、E j3 And analyzing rural agricultural travel consumption characterization values, wherein an execution model is as follows:
in the method, in the process of the invention,α 2 for rural agricultural and travel consumption characterization value, E 1→max 、E 2→max 、E 3→max Sequentially the highest catering consumption amount, the highest accommodation consumption amount and the highest specific commodity consumption amount of tourists in the current year and month, respectively, the unit of the set catering, accommodation and specific commodity exceeds the consumption characterization factor corresponding to the consumption, gamma 1 Representing compensation coefficients for rural agricultural and travel consumption, wherein j is the number of each month in the current year, j=1, 2, & gt, n, n is the number of the months in the current year;
the rural agricultural and travel consumption characterization compensation coefficient has the following specific constraint execution formula:
in the method, in the process of the invention,κ 0 compensating correction factor, delta kappa, for rural power travel consumption characterization 1 、Δκ 2 、Δκ 3 Defining reference values for average consumption ratio characterization of set catering, accommodation and specific commodities respectively;
The country industry economy comprehensive trend value is specifically processed by constraint expressions as follows:
wherein beta is the industrial economic comprehensive trend value of village, beta 1 、β 2 、β 3 The method is sequentially an industry situation value, an economic development equilibrium value and an e-commerce development trend value of the country,the comprehensive trend weight factors corresponding to the set industrial situation value, economic development balance value and e-commerce development trend value are set;
the industrial situation value, the economic development balance value and the e-commerce development trend value of the village comprise the following specific processing procedures:
the industrial situation value of the village is analyzed, and the constraint conditions are as follows:
wherein beta is 1 Is the industrial situation value of the country, C 0 Lambda is the total industry yield in the current year of the country and the situation assessment factors of the total yield of the set units, t is the number of days that have passed through in the current year,C i0 、C i is the total yield of the country's historical daily industry, the average yield ratio of the subject industry i, the yield ratio of the subject industry i in the current year, C i ginseng Δc is a reference fit production value ratio setting for the rural subject industry i, i is the number of each subject industry, i=1, 2, & gt, y is the number of subject industries;
and analyzing economic development balance values of villages, wherein the constraint conditions are as follows:
Wherein beta is 2 Balance value, R for economic development of village g 、J g For the main body g of coverage area in the current year, the sum of social financing and economic accumulated income, v 1 、υ 2 Corresponding balanced evaluation weight coefficients for the set social financing amount and economic accumulated income, wherein DeltaR and DeltaJ are set social financing deviation defining amount and economic accumulated deviation defining income, g is the number of each coverage area main body, g=1, 2, z and z is the number of the coverage area main bodies;
and analyzing the development trend value of the rural E-commerce, wherein the constraint conditions are as follows:
wherein beta is 3 Is the development trend value, X of the rural E-commerce 0 For the sales of the E-commerce in the country in the current year, X is the sales of the E-commerce in the country in the history of daily average, X m 、Z m Defining a duty ratio for the accumulated sales and assembly traffic of rural main products m in the current year, wherein DeltaZ is the set main product traffic, m is the number of each main product, m=1, 2, u and u are the number of main products;
the building service comprehensive characteristic value of the village comprises the following specific processing procedures:
according to the basic building service data of the village, extracting the characteristic curves of the tourist number and the scenic spot yield value of each sightseeing scenic spot, and performing superposition verification with the characteristic curves of the tourist number and the scenic spot yield value of the scenic spot in the SQL library, wherein the superposition length of the extracted curves is recorded as L p P is the number of each sightseeing spot, p=1, 2, v, v is the number of sightseeing spots;
extracting the income curve of each type of resident merchant of each sightseeing spot in the country, and respectively constructing integral curve functions, and marking as f (t) pd D is the number of each type of resident merchant, d=1, 2,..w, w is the number of resident merchant types;
analyzing a first characteristic value of sightseeing spots of the village, wherein the expression is as follows: η (eta) 1 ＝ε 1 +ε 2 Wherein:
in the above, eta 1 Zeta is the first characteristic value of sightseeing spots in villages 0 、ζ 1 For the correction coefficient of the set curve superposition length and the first characteristic evaluation factor of the curve superposition length, t is the number of days of current year flowing through, t E [ a, b ]]；
Analyzing a second characteristic value of the traffic of the village, wherein the expression is as follows:
wherein eta is 2 Is the second characteristic value of the traffic of the village, S 0 、S Occupying the area of 、S Empty space Is the number of total parking places in the country and the daily average occupied number and the daily average idle number of the parking places in the current year, theta 0 Evaluating interference factors for setting characteristics of single free parking spaces 1 、τ 2 The influence factor for the daily average occupation number of the set parking spaces and the daily average idle number of the parking spaces, T p Defining a deviation value for the average vehicle stay time of the country sightseeing spot p, wherein DeltaT is the set vehicle stay time;
calculating the comprehensive characteristic value of the rural infrastructure service, and executing the expression as follows:
Wherein eta is the comprehensive characteristic value of the capital construction service of the country, omega 1 、ω 2 For the weight coefficient, eta of the first characteristic value and the second characteristic value of the set sightseeing spot 0 And setting a reference value of the integrated feature of the infrastructure service.
2. The artificial intelligence based rural digital service management platform according to claim 1, wherein: further comprises: SQL library and visual display WEB terminal;
the SQL library is used for storing the number of tourists in the scenic spot and a scenic spot production value reference characteristic curve;
the visual centralized display WEB terminal is used for filtering, centralized integrating and processing the acquired rural digital information data, and importing the acquired rural digital information data into a preset WEB terminal interface for visual centralized display.
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海南省乡村旅游资源可持续发展评价指标体系构建;莫莉秋;;中国农业资源与区划;20170625(第06期);全文 *

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