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45results about How to "Increase hierarchy" patented technology

Personalized recommendation method based on deep learning

The invention discloses a personalized recommendation method based on deep learning. The method comprises the steps of according to the viewing time sequence behavior sequence of the user, predictingthe next movie that the user will watch, including three stages of preprocessing the historical behavior characteristic data of the user watching the movie, modeling a personalized recommendation model, and performing model training and testing by using the user time sequence behavior characteristic sequence; at the historical behavior characteristic data preprocessing stage when the user watchesthe movie, using the implicit feedback of interaction between the user and the movie to sort the interaction data of each user and the movie according to the timestamp, and obtaining a corresponding movie watching time sequence; and then encoding and representing the movie data,wherein the personalized recommendation model modeling comprises the embedded layer design, the one-dimensional convolutional network layer design, a self-attention mechanism, a classification output layer and the loss function design. According to the method, the one-dimensional convolutional neural network technologyand the self-attention mechanism are combined, so that the training efficiency is higher, and the number of parameters is relatively small.
Owner:SOUTH CHINA UNIV OF TECH

Method for ecological restoration of side slopes of acid waste-rock yard

The invention discloses a special composite isolation layer for ecological restoration of side slopes of an acid waste-rock yard, comprising a plastic biaxial geogrid, a soil improvement layer and a water discharging plate. The invention further discloses a method for ecological restoration of the side slopes of the acid waste-rock yard, comprising the following steps: arranging the composite isolation layer, an ecological rod, a geogrid mesh, a base material layer and a seed layer on side slopes, leading the plastic biaxial geogrid, the ecological rod, the composite isolation layer, the base material layer and the seed layer to act mutually, effectively improving the growth conditions of plants and leading the growth of the plants to have sufficient water and nutrients. The invention better realizes the ecological restoration and creation of ecological landscapes on the side slopes of the acid waste-rock yard without conditions for plant growth, and simultaneously guarantees the structure and stability of the side slopes, thus achieving the purposes of greening and beautifying the environment, conserving water and soil and inhibiting runoff, also having simple construction technique, easy implementation and high efficiency and being suitable for large-area application.
Owner:BEIJING GENERAL RES INST OF MINING & METALLURGY

Multi-condition reception supporting system and method used for set up box

The invention discloses a system and a method for multi-condition receiving and support on the set-top box; the method is used in the set-top box system formed by an interlayer, a software development kit module and a portable application programming interface module. The interlayer comprises a video and audio control object, a service information engine object and a condition receiving object interface. The method comprises two concurrent processes of a background processing of the authorization management information and a radio station processing. The multi-condition receiving and support system used in the set-top box of the invention comprises an interlayer and a portable application programming interface module, and the interlayer further comprises: a video and audio control object and a condition receiving object interface, and a service information engine object used to acquire the related control information of the condition receiving according to analyzing the service information form; the portable application programming interface module can be used to support the broadcasting of the video and audio, the receiving of the service information and the condition receiving data, the transmission of the smart card data, the usage of the descrambling device and the invoke of the operating system.
Owner:上海云视科技股份有限公司

Method for preparing carbon nanotube-reinforced iron-rich porous composite material through laser-induction composite cladding

The invention provides a method for preparing a carbon nanotube-reinforced iron-rich porous composite material through laser-induction composite cladding. The method is characterized by comprising the following steps: (1) mixing copper alloy powder, ferroalloy powder and a carbon nanotube and adding the obtained mixture into an acrylic resin to prepare slurry; (2) uniformly mixing the slurry by using a planetary ball mill, carrying out drying and then carrying out grinding to obtain carbon nanotube uniformly-distributed Cu-Fe-based composite powder; and (3) preparing a carbon nanotube-reinforced Cu-Fe-based composite material on the surface of a substrate through laser-induction composite cladding and carrying out selective electrochemical corrosion in a nitric acid solution so as to obtain the high-strength porous iron-rich composite material with a three-dimensional structure. According to the invention, the carbon nanotube with a high-melting point is used to inhibit convection of molten Cu-Fe-based composite powder, reduce the movement speed and particle size of spherical Fe-rich particles and improve structural segregation and layering of the Cu-Fe-based composite material. Thus, the crack-free high-strength porous iron-rich composite material with uniformly distributed carbon nanotubes can be prepared under the conditions of high efficiency and low cost.
Owner:NANCHANG HANGKONG UNIVERSITY

Method for preparing monotectic alloy through casting by combining laser with high-intensity magnetic field

InactiveCN102978427AImprove tissue segregationIncrease hierarchyIncreasing energy efficiencyAlloyCasting mold
The invention relates to a method for preparing a monotectic alloy through casting by combining laser with high-intensity magnetic field, which is characterized by comprising the following steps: mixing the metal powder of all components of the monotectic alloy by mass percent according to the chemical components of the monotectic alloy to prepare the monotectic alloy powder with uniform particle size and good flowability; putting a copper casting mould with a circulating cooling water system in the center position of a high-intensity magnetic field device; and injecting the monotectic alloy powder into a CO2 laser beam heat source by a powder nozzle to melt the monotectic alloy powder quickly, wherein when the laser beam moves away, the molten monotectic alloy powder solidifies in the copper casting mould quickly, and the monotectic alloy is formed. According to the method, when the CO2 laser beam is used to heat and melt the monotectic alloy powder quickly, the high-intensity magnetic field is introduced, thus the convection of the melt is inhibited, the movement speed of the second-phase particles is reduced, and the tissue segregation and the hierarchical structure of the monotectic alloy are improved. Therefore, the method can be used for preparing the monotectic alloy with large size, uniform distribution of second-phase particles and high performance under the condition of high efficiency and low cost, and the problems that the monotectic alloy is hard to cast under the gravitational field condition, has nonuniform tissue distribution and is layered are solved.
Owner:NANCHANG HANGKONG UNIVERSITY

Kiwi fruit planting method

InactiveCN106508587AImprove growth and survival rateImprove fruit-setting abilityCultivating equipmentsDiseaseActinidia
The invention provides a kiwi fruit planting method. The planting method comprises the first step of choosing a mountain area in which mean area annual temperature is 16 DEG C or above, altitude is 400-1200 meters, water drainage and ventilation are good, soil texture is fine, and sandiness soil is loose and fertile; the second step of setting up a plane shed frame on a gentle slope with gradient being 0-20 degrees, arranging a flood draining top furrow, a vertical flood diversion drainage ditch and an enclosure ditch, and afterwards building a terrace wall along the shed frame; the third step of firstly planting a male tree, and then planting a female tree; the fourth step of conducting field planting for three years; the fifth step of applying nitrogenous fertilizer and phosphate fertilizer and conducting watering and irrigation before the trees bloom, and conducting artificial pollination after the trees blossom; the sixth step of conducting disease and pest prevention and control on the kiwi fruit trees in the planting process. By using the kiwi fruit planting method, the survival rate of kiwi fruit saplings is increased, the quality index of kiwi fruit is improved, the risk of pest and disease damage is effectively lowered, economic benefits are greatly improved, and thus a new method for planting the kiwi fruit is provided.
Owner:巫溪县茶园子种植专业合作社

Flue-curing process method capable of reducing protein content in flue-cured tobacco

The invention discloses a flue-curing process method capable of reducing protein content in the flue-cured tobacco. The process method disclosed by the invention is implemented according to the following steps of: A, preparing the flue-cured tobacco and placing the flue-cured tobacco into flue-curing equipment; B, sequentially carrying out six continuous flue-curing stages comprising four short-time flue-curing stages and two long-time flue-curing stages in the flue-curing process of the flue-cured tobacco; C, after flue-curing, obtaining the flue-cured tobacco with low protein content. According to the invention, on the premise of ensuring quality of the flue-cured tobacco, the step of controlling the content of a protein which is an important nitrogen-containing compound is migrated to the tobacco leave modulating stage, so that the flue-curing process method is helpful for improving chemical quality of tobacco leaves, and thus, damage of smoking to health of human bodies is further reduced. By the process conditions of the flue-curing process method, compared with a flue-cured sample in a conventional method, the flue-cured tobacco leaves has the advantages that the appearance quality, the proportion of medium-class and first-class tobacco and the smoking quality are all improved and the release amount of the protein is reduced by 15 percent to 25 percent.
Owner:CHONGQING CHINA TOBACCO IND CO LTD +1

Accurate soil sampling device and method

The invention discloses an accurate soil sampling device, and relates to the technical field of environmental detection. The accurate soil sampling device comprises a mounting plate, wherein the surface of the mounting plate is provided with a mounting hole; the mounting hole is internally and rotationally connected with a shaft sleeve; the shaft sleeve is internally, slidably and cooperatively provided with a sampling cylinder; the upper surface of the mounting plate is connected with a fixing plate through a plurality of connecting rods; the fixing plate is rotationally connected with a screw rod; the upper end face of the sampling cylinder is fixedly connected with an end cover; the center of the end cover is rotationally connected with a screw rod nut cooperating with the screw rod; the circumferential side face of the screw rod nut is fixedly connected with a limiting rod through an ear plate; the limiting rod penetrates through the fixing plate; the lower end of the screw rod isrotationally connected with a pressing plate. The accurate soil sampling device has the advantages that by arranging the sampling cylinder, a motor is utilized to drive the sampling cylinder to rotate, the screw rod is utilized to drive the sampling cylinder to move up and down, and the problems are solved that existing manual sampling is large in labor intensity and low in efficiency; by arranging the limiting rod, the control over the sampling depth of the sampling cylinder is achieved, and the problems that the existing sampling depth is not accurate, which affects the detection accuracy.
Owner:安徽金联地矿科技有限公司

A Personalized Recommendation Method Based on Deep Learning

The invention discloses a personalized recommendation method based on deep learning. The method comprises the steps of according to the viewing time sequence behavior sequence of the user, predictingthe next movie that the user will watch, including three stages of preprocessing the historical behavior characteristic data of the user watching the movie, modeling a personalized recommendation model, and performing model training and testing by using the user time sequence behavior characteristic sequence; at the historical behavior characteristic data preprocessing stage when the user watchesthe movie, using the implicit feedback of interaction between the user and the movie to sort the interaction data of each user and the movie according to the timestamp, and obtaining a corresponding movie watching time sequence; and then encoding and representing the movie data,wherein the personalized recommendation model modeling comprises the embedded layer design, the one-dimensional convolutional network layer design, a self-attention mechanism, a classification output layer and the loss function design. According to the method, the one-dimensional convolutional neural network technologyand the self-attention mechanism are combined, so that the training efficiency is higher, and the number of parameters is relatively small.
Owner:SOUTH CHINA UNIV OF TECH

False news interpretability detection system and method based on induction consciousness

The invention discloses a false news interpretability detection system and a false news interpretability detection method based on induction consciousness, valuable comment sub-chains of questionable news are discovered by exploring evolution rules and hierarchical structure characteristics of a site in a comment thread, and the defects of deficiency of relevance mining and mutual influence among comments in the prior art are overcome. According to the method, interdisciplinary knowledge and a neural network model are combined, and semantic association mining and mutual influence mining between comment nodes in a false news comment tree are explored; an evolution tree network from bottom to top considers two social psychology theories to research the evolution law of the site in the comment clue so as to strengthen the valuable comments of the questioned news; according to the top-down coordination tree network provided by the invention, information absorption between the father node and the brother node is coordinated, the hierarchical structure of comments is enhanced, valuable comments are obtained by fusing the hierarchical structure of comments with evolutionary tree network features, a comment subchain is highlighted, and the interpretability of a verification result is enhanced.
Owner:XI AN JIAOTONG UNIV

Toasting process that can reduce protein content in flue-cured tobacco

The invention discloses a flue-curing process method capable of reducing protein content in the flue-cured tobacco. The process method disclosed by the invention is implemented according to the following steps of: A, preparing the flue-cured tobacco and placing the flue-cured tobacco into flue-curing equipment; B, sequentially carrying out six continuous flue-curing stages comprising four short-time flue-curing stages and two long-time flue-curing stages in the flue-curing process of the flue-cured tobacco; C, after flue-curing, obtaining the flue-cured tobacco with low protein content. According to the invention, on the premise of ensuring quality of the flue-cured tobacco, the step of controlling the content of a protein which is an important nitrogen-containing compound is migrated to the tobacco leave modulating stage, so that the flue-curing process method is helpful for improving chemical quality of tobacco leaves, and thus, damage of smoking to health of human bodies is further reduced. By the process conditions of the flue-curing process method, compared with a flue-cured sample in a conventional method, the flue-cured tobacco leaves has the advantages that the appearance quality, the proportion of medium-class and first-class tobacco and the smoking quality are all improved and the release amount of the protein is reduced by 15 percent to 25 percent.
Owner:CHONGQING CHINA TOBACCO IND CO LTD +1

Multi-condition reception supporting system and method used for set up box

The invention discloses a system and a method for multi-condition receiving and support on the set-top box; the method is used in the set-top box system formed by an interlayer, a software development kit module and a portable application programming interface module. The interlayer comprises a video and audio control object, a service information engine object and a condition receiving object interface. The method comprises two concurrent processes of a background processing of the authorization management information and a radio station processing. The multi-condition receiving and support system used in the set-top box of the invention comprises an interlayer and a portable application programming interface module, and the interlayer further comprises: a video and audio control object and a condition receiving object interface, and a service information engine object used to acquire the related control information of the condition receiving according to analyzing the service information form; the portable application programming interface module can be used to support the broadcasting of the video and audio, the receiving of the service information and the condition receiving data, the transmission of the smart card data, the usage of the descrambling device and the invoke of the operating system.
Owner:上海云视科技股份有限公司
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