177results about How to "Increase sales" patented technology

The invention belongs to the field of artificial intelligence and finance, and relates to a personalized copywriting generation method, which comprises the following steps: classifying all customers according to historical customer feature data to obtain different customer groups, obtaining copywriting keyword combinations of the customer groups according to historical copywriting of each customer group, and generating personalized copywriting keywords of the customer groups according to the copywriting keyword combinations; and constructing a customer group portrait according to the customer group characteristics and the customer group document keyword combination, matching a target customer group portrait according to the customer characteristics of the target customer, and generating a product recommendation scheme according to the customer characteristics and the target customer group portrait through a product recommendation model. And generating a personalized copywriting according to the customer features, the customer group portrait features and the product recommendation scheme through the copywriting generation large model. The invention further provides a personalized copywriting generation device, computer equipment and a storage medium. In addition, the invention also relates to a block chain technology, and historical customer feature data can be stored in a block chain. According to the invention, the client can be accurately positioned, and the generated copywriting can be accurately put.

The invention relates to the technical field of data matching, in particular to an information matching management system and method for financial marketing platform data, and the system comprises a data acquisition module, a data analysis module, a dynamic adaptation module, a marketing strategy module, an anomaly detection module and a strategy implementation module. According to the method, behaviors and demands of different customer groups can be deeply understood through comprehensive analysis of the market data set and clustering analysis, and such statistical analysis can provide a scientific basis for making a marketing strategy, so that a financial institution can identify and utilize market trends and modes on the basis of data driving; according to the invention, the market change is predicted and quickly responded, and the improvement of the risk assessment result and the anomaly detection capability not only optimizes the resource allocation, but also enhances the control of potential risks, improves the overall efficiency and effect of marketing activities, enhances the accuracy of data-driven decisions, improves the customer service experience and brand loyalty, and promotes the sales growth.

The invention discloses a voice interaction sales agent based on a large language model and a sales vehicle. The voice interaction sales agent is constructed through the following steps: step 1, collecting multi-modal data; step 2, constructing a retrieval enhancement generation framework; 3, finely adjusting the large language model; 4, designing an intelligent voice interaction strategy; 5, multi-modal data processing and enhancement are carried out; step 6, designing a functional module; and step 7, system integration and deployment: the voice interaction sales agent is in butt joint with the vehicle-mounted hardware equipment so as to acquire multi-modal data, and all the function modules in the step 6 are integrated. According to the voice interaction sales agent, the intelligent level, the sales efficiency and the user experience of the self-service vending vehicle are effectively improved.

The invention provides a method and equipment for detecting ion migration of a perovskite solar cell, and relates to the technical field of perovskite solar cells, and the method comprises the steps: obtaining a fluorine-doped tin oxide coating glass substrate, and carrying out the spin coating of a SnO2 colloidal solution on the glass substrate, so as to obtain an electron transport layer; preparing perovskite solutions of different components according to a preset precursor solution formula, spin-coating the electron transport layer with the perovskite solutions, and performing annealing treatment to obtain perovskite thin films of different components; coating a Spiro-OMeTAD solution on the perovskite thin film so as to obtain a hole transport layer; depositing a gold electrode on the hole transport layer to obtain a solar cell device; different illumination conditions and different working load conditions are simulated, the solar cell device is operated, and the relation between the interface ion cumulant and the load is evaluated. The problems of unstable performance, current and voltage lagging and the like caused by ion migration of the existing titanium ore solar cell under the actual working condition are solved.

The present invention relates to a fast-retractable cat climbing frame, which belongs to the technical field of pet products, and includes a support member, one end of which is equipped with a top plate matching therewith, and the other end of which is equipped with a bottom plate matching therewith; a partition member fixedly mounted on the support member, and used to divide the support member into multiple parts for cats to rest; a connecting and fixing assembly, which is arranged in the support member, and one end of the connecting and fixing assembly is fixedly connected to the top plate, and the other end is fixedly connected to the bottom plate. When the present invention needs to be installed, it is only necessary to tighten the corresponding guide rope and tighten or clamp the corresponding parts, so that the entire product is assembled; the whole process is simple, fast, time-saving and labor-saving, and there will be no misplacement of product parts. At the same time, it will reduce the installation cost of the product, save money for customers, thereby improving customer satisfaction, expanding the user group, and increasing product sales.

The invention relates to the technical field of user analysis, and particularly discloses a user portrait construction method and system applied to a vending machine and a medium, and the method comprises the steps: obtaining transaction influencing attribute information of a user and historical interaction records of the user and all vending machines in an analysis range; matching the influence transaction attribute information of the user with an influence transaction attribute feature tag-knowledge base, and determining all influence transaction attribute feature tags of the user; analyzing all personalized transaction orientation feature tags of the user based on historical interaction records of the user and all the vending machines in the analysis range; on the basis of all the transaction attribute influencing feature tags and all the personalized transaction orientation feature tags of the user, consumption behavior feature map portraits of the user for all the vending machines in the analysis range are generated; the method and the device are used for comprehensively and accurately describing a consumption behavior mode of a user and providing powerful support for precision marketing and service optimization.

The invention relates to the technical field of management systems, in particular to a merchant management system of a background management system, which comprises a background management system, a shopping mall home page unit and a personal center unit, the background management system is configured to manage the shopping mall home page unit and the personal center unit; the shopping mall home page unit is configured to display latest shelved commodities, platform sale commodities, famous and special superior commodities, good commodity recommendation commodities and time-limited sales promotion commodities; the personal center unit management unit comprises a member ID, a nickname, a recommender, an identity, member assets, an order, a recharging consumption coupon, a supplier settlement application, a 020 store settlement application and a member customer service; according to the method, merchants of multiple platforms can be recruited as suppliers, merging of suppliers of multiple platforms is realized by managing the merchants and suppliers, sales volume of suppliers of different platforms is improved, mutual benefit and win-win of suppliers of different platforms are realized, and shopping demands of different users for commodities of different platforms are met.

The embodiment of the invention provides a gas station user information and local service linkage method and device and terminal equipment, and belongs to the technical field of data processing. The method comprises the steps of obtaining first consumption information corresponding to a historical user in a target gas station in a target area and second consumption information corresponding to the historical user in a target shop in the target area, and obtaining initial evaluation information corresponding to the target shop; performing false detection on the initial evaluation information to obtain target evaluation information corresponding to the target shop; determining a target consumption model corresponding to a historical user in the target area according to the first consumption information, the second consumption information and the target evaluation information; obtaining third consumption information corresponding to the target user in the target gas station and fourth consumption information corresponding to the related shop in the target area; and determining a target consumption route corresponding to the target user by using a target consumption model according to the third consumption information and the fourth consumption information.

The invention discloses an optical fiber connector and a plug, a socket, a pin component and a jack component thereof. The optical fiber connector comprises a flange plate I and a sleeve piece, a through cavity I is formed in the flange plate I along the central axis direction, the head end of the cavity I is used for accommodating and fixing the end part of a contact pin I, and the interior of the cavity I is blocked to realize sealing; a through cavity II is formed in the sleeve piece in the direction of the central axis, and an elastic piece is arranged in the cavity II; the tail end of the flange plate I penetrates through the elastic piece in the cavity II and extends outwards; the elastic piece is used for achieving axial floating of the flange plate I relative to the sleeve piece. The high-temperature-resistant and high-pressure-resistant sealed optical fiber connector can meet the requirements of a high-temperature and high-pressure environment in an inserted state and a separated state. The high-temperature and high-pressure sealing optical fiber connector is divided into a plug connector and a socket connector, the high-temperature and high-pressure environment requirement can be met in the plug-in state of the head and the socket, and the high-temperature and high-pressure environment requirement can be met when the head and the socket are separated.

The gift box structure convenient to fold comprises a gift box body, a paper cutting assembly is arranged on the outer side of the gift box body, the paper cutting assembly is connected between a bottom plate and a base, the bottom plate is rotationally connected with one end of the base, the bottom plate makes contact with an outer supporting platform in a horizontal separation mode, and the base is fixed to the bottom end of the gift box body. The paper-cut assembly comprises a first paper-cut, a third paper-cut and a second paper-cut which are arranged in sequence, the second paper-cut is arranged close to the gift box body, and the first paper-cut and the third paper-cut are arranged on the outer side of the second paper-cut; and the bottom ends of the first paper-cut, the third paper-cut and the second paper-cut are movably connected to the bottom plate. According to the gift box structure convenient to fold, the appearance pattern of the gift box is dynamically designed, the sales volume of products can be increased, and the artistic diversity and commercial value of the gift box are increased.

The invention provides a preparation method of high-gel-quality low-salt minced shrimp gel, which comprises the following steps: S1, chopping and mixing shrimp meat to obtain minced shrimp meat; s2, adding salt into the minced shrimp meat, and chopping to obtain minced shrimp; s3, adding alkaline amino acid into the minced shrimps, and chopping to obtain amino acid-minced shrimps; and S4, heating and cooling the amino acid-minced shrimps to obtain the high-gel-quality low-salt minced shrimp gel. According to the preparation method disclosed by the invention, the texture property, texture and taste of the low-salt minced shrimp gel are improved, so that the indexes such as the texture property and the water-holding capacity of the low-salt minced shrimp gel all have ideal effects; the preparation method is simple, green, safe, easy to implement and suitable for industrial production; the prepared low-salt minced shrimp gel with high gel quality overcomes a series of problems of low shrimp meat content, high salt content, unsatisfactory texture characteristics, low moisture retention capacity, weak gel strength and loose structure of the existing minced shrimp products.

The invention relates to the technical field of book publication anti-theft protection, and discloses a book publication anti-piracy system and method based on a two-dimensional code, and the system comprises a data collection module and an anti-fake traceability module. According to the book publication anti-piracy system and method based on the two-dimensional code, copyright information of all books, anti-fake identification information provided by a consumer and feedback information are obtained through a data acquisition module and are classified to form a data set, an anti-fake traceability module judges whether the books purchased by the consumer are pirated books or not, and if the two times of matching succeed, the anti-fake traceability module judges whether the books purchased by the consumer are pirated books or not. The anti-counterfeiting mark information of the book is cancelled after verification, the book with repeated anti-counterfeiting mark information is judged as a pirated book, the authenticity of the version of the book can be determined only through two times of matching, the anti-counterfeiting traceability module is flexible and high in anti-theft safety, and the anti-counterfeiting traceability module analyzes the market occupation speed of the pirated book, the per capita purchase amount and the pirate proportion of the pirated book, and improves the anti-counterfeiting traceability of the pirated book. The market demand of the books is judged, corresponding anti-piracy suggestions are generated, and timely tracing management is more effective.

The invention relates to the technical field of water affairs, and particularly discloses a water supply marketing management method and system based on intelligent water affairs. According to the method, the historical water purchasing time of the user is acquired, the water purchasing period of the user is acquired according to the historical water purchasing time, and then a plurality of standard prices, discount amounts corresponding to the standard prices, a plurality of barreled water prices and marketing activity duration intervals are acquired according to the water supply marketing information; and judging whether the water purchasing period is in the marketing activity duration interval or not, if so, obtaining the water purchasing consumption amount of the user, and recommending the price and quantity of the presented barreled water according to the water purchasing consumption amount, so that through precise marketing, the effect of the marketing activity can be improved, the sales amount can be increased, and the marketing efficiency is improved. And meanwhile, customers can select the price of the required barreled water and select the corresponding quantity, so that the marketing mode can meet the requirements of the customers.

The invention provides a shipborne automatic stacking logistics system. The stacking logistics system mainly comprises the steps of empty tray transportation, finished product box recognition, robot stacking, finished product stack transportation, stack type arrangement, stack film winding and refrigeration turnover. The shipborne stacking logistics system is suitable for shipborne processing factories and has the advantages of being stable in process, stable in rhythm, high in space utilization rate, high in automation degree, high in safety, convenient to maintain and the like.

The invention relates to an enterprise customer relationship management system and a management method thereof, and the method comprises the following steps: a manager inputs user information in a user management module, sets the role and the corresponding authority of a user, collects new customer information, adds the new customer information into the system, classifies customers, and stores the classified customers into a database; customer data are analyzed to know customer demands and preferences, potential sales opportunities are tracked and managed in the sales management module, customer problems, complaints and demands are recorded in the customer service and support module, and the processing progress is tracked; client support and solutions are provided, marketing activities are designed and executed in the market management module, client reports and data analysis are generated in the statistics and analysis module, and client growth, sales trends and the like are provided; according to the invention, through a comprehensive customer management tool and a data analysis function, an enterprise is helped to improve customer satisfaction, enhance customer loyalty and improve sales and marketing efficiency.

The invention discloses a commodity sales and supply intelligent management method and system based on the Internet of Things, and relates to the field of sales and supply management. According to the method, primary optimization and secondary optimization are carried out on the placement positions of the goods shelves in the warehouse from the two aspects of the overall sheltered area of the goods shelves placed in the warehouse and the space utilization rate of the goods placed on the goods shelves, a second final goods shelf coordinate point matrix is finally obtained, and the goods shelves are placed according to the coordinates; according to the method, commodities with high selling frequency can be placed on more conspicuous goods shelves, the selling effect is better when the commodities are finally sold, in addition, two coordinate collection points are set at the bottom of the goods shelf corresponding to each selected goods shelf type in the selected goods shelf type set, and the goods shelf can be sold more accurately based on the two collection points of each goods shelf subsequently. And the position of the goods shelf in the current warehouse is determined and optimized, and the position is quantified, so that subsequent iterative updating is facilitated.

The invention discloses a whole-network supply and marketing early warning management and control system based on a crawler and a large model technology, relates to the technical field of economic management and control, and solves the problems that in the prior art, abnormal prices of commodities are detected only through predicted values, and detection of the abnormal prices is inaccurate in some periods; and enterprise development is not facilitated. Collecting historical supply and marketing data through a crawler tool; dividing the historical supply and marketing data according to seasons to obtain periods of the historical supply and marketing data; predicting the demand quantity according to the period of the historical supply and marketing data to obtain a predicted demand quantity; obtaining supply quantity data of commodities; analyzing and determining the price of the commodity according to the predicted demand quantity and the supply quantity; acquiring market supply and marketing data, and judging whether the market is abnormal or not according to the market supply and marketing data; if yes, an early warning signal is generated, and an administrator is notified to adjust the price; if not, continuously detecting the market supply and marketing data; the price of the commodity can be reasonably set, and the price can be timely adjusted.

The invention relates to the technical field of data analysis, and discloses an entity industry data analysis method and system based on AI training, the system comprises a data acquisition unit, a data analysis unit and an information display unit, entity operation data is widely collected from multiple data sources, comprehensive multi-dimensional information is provided for enterprises, and the data analysis efficiency is improved. The user is helped to accurately know the own operation condition; meanwhile, business and standard time periods are divided to determine sales peak, valley and normal time periods, so that an enterprise can reasonably arrange staff scheduling and business time, the operation efficiency is improved, and the cost is reduced; the commodities are classified according to the sales evaluation value, the inventory management is optimized, the purchase and production plans are adjusted, and the operation risk is reduced; through combined sales analysis, a set is generated and the frequency is calculated, a high-potential commodity combination is determined, the sales volume of unsalable commodities is improved, the sales of the unsalable commodities is driven, and the overall sales volume and the customer satisfaction are improved. And results are displayed to sales personnel, so that the sales personnel can perform targeted popularization and service, and the working efficiency and performance are improved.

The invention discloses a commodity selection method and device, processing equipment, a computer readable storage medium and a program product. The method comprises the steps that a first commodity set is initialized to be an empty set, and commodities in the first commodity set are eliminated commodities; based on the number of associated orders of each commodity in the second commodity set, selecting the commodities from the second commodity set as eliminated commodities, and adding the eliminated commodities into the first commodity set; updating an associated order of each commodity in the second commodity set based on the eliminated commodity, selecting the commodity from the second commodity set as the eliminated commodity based on the updated number of the associated orders of each commodity in the second commodity set, and adding the eliminated commodity into the first commodity set, the number of the commodities in the second commodity set reaches a first number threshold value; determining a third commodity set based on the second commodity set and the first commodity set, wherein commodities in the third commodity set are selected commodities; therefore, the shopping timeliness experience of consumers is improved.

The utility model relates to the technical field of heaters, in particular to a frameless integrated heater with a lighting lampshade, which comprises a box body, an air duct is arranged in the box body, an air exchange motor and an air blowing motor are respectively mounted on the left side and the right side in the air duct, and an air exchange wind wheel and an air blowing wind wheel are respectively mounted on the air exchange motor and the air blowing motor; a box body cover plate is installed on the box body, and a ventilation round hole, an air blowing round hole and a rectangular heat supply hole are sequentially formed in the surface of the box body cover plate from left to right. The panel outer frame is mounted on the box body cover plate, and the functional panel is mounted on the panel outer frame, so that the frameless integrated waterproof panel is formed, and the waterproof and anti-fog effects are achieved; an air guide channel for air outlet is ensured by adopting an air guide aluminum sheet, air outlet is guided, and the speed and the efficiency are high; a large PC lampshade design structure is adopted, so that illumination brightness is sufficient, meanwhile, the external shape of the warmer is changed, the appearance of the warmer is attractive and fashionable, the appearance value of the warmer is improved, and sales of the warmer is greatly improved.

The invention discloses a compound for improving fruit flavor and smoking taste and a preparation method, and relates to the technical field of electronic cigarette preparation. According to the compound for improving the flavor and the smoking taste of the fruits and the preparation method, the compound is prepared from the following formula raw materials in parts: 30 to 50 parts of grapefruits, 40 to 60 parts of mangoes, 40 to 60 parts of strawberries, 35 to 55 parts of grapefruits, 30 to 50 parts of oranges, 60 to 120 parts of glycerol, 60 to 120 parts of propylene glycol, 20 to 30 parts of glycerol, 0 to 10 parts of acidity regulators and 2 to 8 parts of regulators. The grapefruit powder, the mangoes, the strawberries, the grapefruits and the oranges are extracted to form corresponding fruit extracts, and compared with synthesized edible essence, the fruit extracts are eaten, so that components contained in the electronic cigarette are more natural and healthy during subsequent processing of the electronic cigarette, and the taste of the electronic cigarette is improved. And the fruit extract can provide rich taste and fragrance for the electronic cigarette, so that the user experience is richer and more pleasant, and the sales volume of the electronic cigarette is further improved.

This invention discloses a method for producing crop cultivation substrate using sugarcane filter mud and sugarcane pith as main raw materials, comprising the following steps: (1) dissolving and diluting 4,5-dihydro-4,5-dioxo-1H-pyrrolo[2,3-f]quinoline-2,7,9-tricarboxylic acid in water to obtain a solution; (2) mixing sugarcane slurry, sugarcane pith, the 4,5-dihydro-4,5-dioxo-1H-pyrrolo[2,3-f]quinoline-2,7,9-tricarboxylic acid solution, fermentation agent, and improver, adjusting the moisture content, and then composting and fermenting. The compost is turned over every few days and continuously composted and fermented for several days to obtain the crop cultivation substrate. The crop cultivation substrate produced by this invention is of excellent quality, allowing direct planting of plants without root burn. Therefore, this invention, using sugarcane filter mud and sugarcane pith as main raw materials to prepare and produce crop cultivation substrate, can effectively solve the problem of comprehensive utilization of sugarcane filter mud and improve product sales.

The present invention provides an automatic clothing paper wrapping device, comprising a frame, on which a conveying device, a clothing pushing device, a clothing scraping device, a paper placing device, a paper pushing device, a cross-cutting device, a bag holding device, a bag placing device, a glue tearing device, a bag pressing device, and a control and operation device are arranged. The conveying device is provided with a clothing pushing device, one side of the clothing pushing device is provided with a clothing scraping device, one side of the clothing scraping device is provided with a paper pushing device, two sides of the paper pushing device are provided with paper placing devices, one side of the paper pushing device is provided with a cross-cutting device, one side of the cross-cutting device is provided with the bag holding device, one side of the bag holding device is provided with a bag placing device, one side of the bag placing device is provided with a glue tearing device, and one side of the glue tearing device is provided with a bag pressing device.

The present invention belongs to the technical field of clothing data retrieval of clothing display platforms, and specifically discloses a clothing data retrieval method based on a digital clothing display platform, comprising: extracting historical pre-sale commodities purchased by users and operation information thereof, determining the user's recognition time of pre-sale exhibits, and filtering various pre-sale recommended exhibits of text type accordingly; filtering various decorative elements of text type by setting various matching components of clothing category ontology words, and filtering various related theme recommended exhibits by extracting the sharing time of various historical shared exhibits of users, and then determining various picture type decorative elements by obtaining matching information belonging to auxiliary information of various related theme recommended exhibits; extracting key information and auxiliary information for text type and picture type retrieval attributes of original clothing retrieval information, and then determining corresponding recommended exhibit sets according to the extracted information of different retrieval attributes.

The champagne-cup-shaped combined ceramic wine set is formed by combining a wine bottle and a goblet, the wine bottle is inversely arranged on the goblet, a bottle mouth of the wine bottle is arranged in the goblet, and the outer edge of a bottle shoulder is matched with the outer edge of a cup opening of the goblet; the wine bottle and the goblet are combined into the whole champagne cup with a compact structure by virtue of the attraction force between the first magnet sheet (3) and the second magnet sheet (4), so that the space occupied by packaging is reduced, the champagne cup is convenient to carry and use, and the champagne cup is particularly suitable for gift or tasting scenes.

The present invention provides a method for selecting breeders that reduces the increment of egg weight before and after laying, and relates to the technical field of laying hen selection. The breeder selection method mainly includes strain breeding, egg number and egg weight statistics, and uses three indicators, namely, the number of eggs laid at 56 weeks of age, the egg weight at 40 weeks of age, and the increment of egg weight before and after laying, to establish a comprehensive selection index, set up a calculation formula, and accurately screen strains and individuals to obtain new varieties or strains of laying hens with high egg production, appropriate egg weight, and small difference in egg weight before and after laying. The present invention overcomes the shortcomings of the prior art, establishes a comprehensive selection index for strains of laying hens, and conducts systematic and scientific seed selection, thereby reducing the increment of egg weight before and after laying, appropriately increasing egg production, maintaining average egg weight, and improving the economic benefits of laying hen breeding.

The utility model provides plastic woven bag flat filament winding equipment, and belongs to the field of plastic woven bag manufacturing device.The plastic woven bag flat filament winding equipment comprises a frame body, a lower pressing roller, an upper pressing roller and a driving motor, the lower pressing roller and the upper pressing roller are vertically and correspondingly installed at one end of the frame body, and the driving motor is fixed to the other end of the frame body and connected with an installation roller; the installation roller is sleeved with a winding roller used for winding flat filaments, a baffle is fixed to the end, close to the driving motor, of the installation roller, the other end of the installation roller is slidably connected with a check block, the two ends of the winding roller abut against the baffle and the check block respectively, and the installation roller is provided with a plurality of idler wheels which abut against the inner wall of the winding roller. Therefore, the coiling roller can axially slide along the mounting roller. According to the scheme, the mounting roller is in sliding connection with the check block, through the structures such as the spring, the sliding block, the bearing and the rotating shaft, flat filaments wound by the winding roller can be replaced conveniently, meanwhile, the winding roller can be limited, the flat filaments can be wound conveniently, operation is convenient, and the structure is simple.

The embodiment of the invention provides an image color adjustment method and device, and the method comprises the steps: obtaining a plurality of effective image blocks of an image region where a target object is located under the condition that the target object in a compressed image is recognized; determining a partial chromatic value of the target object based on the color value of each pixel point in each effective image block; judging whether the partial chrominance value exceeds a preset partial chrominance threshold value or not; and when it is determined that the partial chrominance value exceeds the preset partial chrominance threshold value, performing color adjustment on the image area where the target object is located according to a preset color reference value. According to the technical scheme, color adjustment can be performed on the image area where the target object of the compressed image is located under the condition that it is judged that the image area where the target object of the compressed image is located has high-degree color cast, so that the color performance of the compressed image can be effectively optimized; therefore, the technical problem of color cast of the image caused by image compression in the prior art is effectively relieved, and the product sales volume is increased while the watching feeling of a user is greatly improved.

An automatic trousers folding device comprises a frame, on which a multi-stage conveying device, a clothes blocking device, a crotch folding device, a shovel device, a crotch pressing device, a plate turning device, and a control and operation device are arranged. The present invention provides an automatic trousers folding device, which enables most clothes to be automatically folded and bagged by the machine, and can improve efficiency, reduce labor costs, and provide beautiful packaging and facilitate sales.

The invention discloses a multi-modal information-based user purchase intention prediction method and apparatus. The method comprises the steps of obtaining a user purchase behavior information set; the user purchase behavior information set comprises a collected behavior information set related to a purchase decision in the commodity purchase process of the user and a purchase decision information set of the corresponding user; each behavior information set has corresponding purchase decision information; performing association processing on the behavior information set and the purchase decision information set to obtain a user purchase intention prediction model; and processing the acquired user behavior information by using the user purchase intention prediction model to obtain a user purchase intention prediction value. According to the method, the key factors for determining the purchase decision of the user are obtained through extraction, the user purchase intention prediction model is established, and a quantitative basis is provided for improving the offline commodity sales volume.