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64 results about "Object matching" patented technology

Object to Object Matching is the first in the Early Childhood Montessori Language sequence. The work is including within the pre-reading section. Prepare a basket of matching objects. Safari Toobs are perfect for this work. You can use a variety of household items, pretend fruit and vegetables and objects from the outdoors too.

Artificial intelligence-based integrated port management system

PCT designated stageWO2026025205A1ReservationsData acquisitionDatabase
An artificial intelligence-based integrated port management system, relating to the technical field of integrated port management. A ship data acquisition terminal is used for: acquiring ships appearing within a set location during a set time period, marking the ships as pending objects, synchronously acquiring standard information representing the dimensions of the pending objects, and transmitting to a main control terminal a pending object set consisting of multiple pending objects and the standard information thereof; and at the same time, synchronizing remaining berths among ship berths of a port and their corresponding berth adaptation values, wherein the matching between a berth adaptation value and standard information determines whether a pending object can be berthed in a corresponding remaining berth. Then, the main control terminal is used for performing one-to-one combination matching on all the pending objects and the remaining berths to obtain multiple object matching combinations, and then determining selected object combinations on the basis of a remaining value of each object matching combination. A first round of berth matching can be first performed on the basis of time periods and scenarios, and when there are no berths available subsequently, flexible scheduling can be achieved.
Owner:SUZHOU JUEZHI TECH CO LTD

Automatic browser memory leak location system, method, and medium based on MCP protocol

This invention discloses an automatic browser memory leak location system, method, and medium based on the MCP protocol, belonging to the field of software testing technology. The system includes an MCP communication module, an automated testing module, a heap snapshot acquisition module, an incremental analysis module, a reference chain analysis module, a SourceMap location module, an intelligent repair module, and an IDE visualization module. This invention establishes a standardized connection between the IDE and the browser debugging port through the MCP protocol, achieving fully automated control; it employs a multi-dimensional fingerprint algorithm based on constructed stack frames and attribute structures to solve the problem of cross-snapshot object matching; it utilizes the dominator tree algorithm to compress the reference chain and combines it with the SourceMap index to achieve source code-level location and AI repair suggestion generation. This invention significantly improves the efficiency and accuracy of memory leak location, solving the problems of fragmented debugging links and the inability to accurately map source code.
Owner:BEIJING FENYANG TECH CO LTD

Search assistance system, mobile body device, search assistance method, and recording medium

PCT designated stageWO2026140245A1EngineeringMobile device
Provided are a search assistance system, a mobile body device, a search assistance method, and a recording medium which are capable of contributing to improvement of efficiency of search for a search target. The search assistance system comprises: an acquisition means which acquires, as information on a search target, a feature amount extracted from an image of the search target; a distribution means which includes an object matching function using a camera and the feature amount and distributes the feature amount extracted from the image of the search target to a mobile body cooperating in the search for the search target; a reception means which receives, from the mobile body, a report including information for identifying the position of the mobile body and including whether or not an object corresponding to the feature amount extracted from the image of the search target has been found; and a recording means for recording, on the basis of the report, a section which is searched for the search target by the mobile body.
Owner:NEC CORP

Target identification method and system, processing equipment and storage medium

The embodiment of the invention provides a target recognition method and system, processing equipment and a storage medium, and relates to the technical field of computer vision. The method comprises: acquiring a to-be-recognized image; inputting the to-be-recognized image into a pre-trained target feature extraction model, and obtaining a target feature of a target object output by the target feature extraction model; based on a current object feature library and the target features, determining an object matching result of the target object, the current object feature library including registration features of registered objects; and based on the target features and the object matching result, updating the current object feature library, and returning to the step of obtaining the image to be recognized so as to perform target recognition by using a new current object feature library. In this way, the current object feature library is updated by using the object features obtained in the target recognition process and the object matching result, and the accuracy of the target recognition result can be improved.
Owner:HANGZHOU EZVIZ SOFTWARE CO LTD

Image generation method, training method of reward model

Embodiments of the present application provide an image generation method, a reward model training method, an electronic device, a storage medium and a computer program product. The method comprises: obtaining object description text of a target object, original object image and scene information matched with a to-be-generated image carried by an image generation instruction; taking the scene information, the object description text and the original object image as input information, calling a pre-tuned visual language model to generate background image design description text adapted to the scene information, wherein when the scene information is a weak signal in the input information, the background image design description text can reflect scene preference characteristics matched with the scene information; calling a preset image generation model to generate an image of the target object matching the scene information under the constraint of the background image design description text, the image of the target object in the original object image and layout information. The image generated by the method is more matched with the scene preference corresponding to the scene information.
Owner:HANGZHOU ALIBABA INT NETWORK TECH CO LTD

Data processing methods, devices, equipment, and readable storage media based on blockchain.

ActiveCN117379800BSmart contractPool
This application discloses a data processing method, apparatus, device, and readable storage medium based on blockchain. The method includes: obtaining a first object matching request sent by a first node for a first object; invoking an evaluation smart contract in the blockchain based on the first object matching request, and obtaining a first evaluation parameter of the first object in the blockchain through the evaluation smart contract; invoking a matching smart contract in the blockchain based on the first evaluation parameter, and obtaining second evaluation parameters corresponding to N second objects contained in the matching pool through the matching smart contract; determining the parameter differences between the N second evaluation parameters and the first evaluation parameter, and determining the competing objects of the first object among the N second objects contained in the matching pool based on the N parameter differences. Using this application, in game matching services, the transparency of game matching can be supported, the accuracy of game matching can be improved, and thus game activity can be increased.
Owner:TENCENT TECHNOLOGY (SHENZHEN) CO LTD

Virtual object matching method and device in complex environment

The application discloses a virtual object matching method and device in a complex environment, comprising: determining a sparse three-dimensional point cloud of a target based on a camera pose, and obtaining depth image (RGB-D) information of the target; combining the RGB-D information with the sparse three-dimensional point cloud to obtain a dense three-dimensional point cloud; removing outliers in the dense three-dimensional point cloud by using a specified bilateral filter, and weighting adjacent points by using an improved Gaussian weighting function; sampling based on the dense three-dimensional point cloud and a normal vector of each point calculated to obtain key points; calculating feature descriptors of a virtual model and a real scene based on the key points obtained by point cloud sampling to estimate the corresponding relationship between the two point clouds; and completing transformation estimation according to the corresponding relationship to realize matching of the virtual object and the real scene. The method can improve the stability, accuracy and real-time performance of matching of the virtual object and the real object in markerless augmented reality.
Owner:THE 20TH RESEARCH INSTITUTE OF CHINA ELECTRONICS TECHNOLOGY GROUP CORP

Chip navigation using virtual maps, including sample navigation based on hand-painted or digitally generated images

A computer-implemented method, the method comprising: accessing an image of a sample; detecting one or more shapes in the image; constructing a virtual map based on the detected one or more shapes in the image and a set of virtual map construction rules; and automatically navigating to a target area of the sample based on the virtual map to process the sample using a charged particle beam microscope. Another method includes accessing dynamically obtained shape data associated with an image of a sample; detecting one or more shapes in the image and converting the detected one or more shapes into found shape data; accessing artificial reference shape data; comparing the found shape data with the artificial reference shape data by object matching optimization to determine an alignment between the found shape data and the artificial reference shape data; and navigating to a target area of the sample based on the alignment.
Owner:FEI CO

An information prompting method and device, electronic equipment and storage medium

The application relates to the computer technical field, and in particular to an information prompting method and device, electronic equipment and a storage medium, to improve the pertinence and reach rate of information prompting. The method comprises the following steps: obtaining content feature information of each multimedia content; obtaining statistical feature information of each multimedia content based on historical behaviors of each object to each multimedia content; obtaining information prompting time points of each multimedia content based on the obtained content feature information and statistical feature information; screening out target objects matched with each multimedia content based on content embedding vectors of the multimedia content and object embedding vectors of the associated objects; and prompting target information to the corresponding target objects when each multimedia content plays to the corresponding information prompting time point. The application realizes personalized intelligent information prompting by object matching and information prompting time point prediction, and effectively improves the pertinence and reach rate of information prompting.
Owner:TENCENT TECH WUHAN

Airport resource allocation optimization method and system based on scene triggering

The invention discloses an airport resource allocation optimization method and system based on scene triggering, and the method comprises the steps: S1, recognizing and triggering at least one current operation scene based on obtained real-time operation data, and carrying out the recognition and triggering of at least one current operation scene based on a mapping relation between a predefined operation scene and a constraint rule for airport resource allocation; determining a constraint rule set which is associated with the current operation scene and is started; s2, based on a pre-configured object matching condition, screening out a constraint rule matched with the current to-be-allocated airport resource and flight from the constraint rule set; s3, dynamically adjusting scores of the screened constraint rules based on the current operation scene to obtain a scene total score of each constraint rule in the current operation scene; and S4, based on the scene total score, performing allocation optimization on the airport resources and flights to be allocated, and outputting an optimized allocation scheme. According to the method, the dynamic adjustment of the resource allocation strategy along with the change of the operating environment is realized.
Owner:FEIYOU TECH CO LTD

Image matching method, device, equipment, storage medium and computer program product

ActiveCN116503624Bachieve matchingReduce the probability of mismatchCharacter and pattern recognitionComputer graphics (images)Image matching
This application discloses an image matching method, apparatus, device, storage medium, and computer program product, relating to the fields of artificial intelligence and data processing technology. The method includes: identifying a first image and a second image respectively to obtain n objects in the first image and m objects in the second image, where n and m are positive integers; matching the descriptive term sets corresponding to the n objects and the descriptive term sets corresponding to the m objects respectively to obtain a first matching result between the first image and the second image; wherein, the descriptive term set corresponding to each object contains descriptive terms used to describe the features of the object, and the first matching result is used to characterize whether there are identical objects in the first image and the second image. This application, by supporting image-level object matching, reduces the mismatch rate of objects compared to one-to-one object matching because it comprehensively considers the matching degree between various objects, thereby improving the object matching accuracy.
Owner:TENCENT TECHNOLOGY (SHENZHEN) CO LTD

Video object cross-frame association method and system

The invention discloses a video object cross-frame association method and system, and relates to the technical field of computer vision and video analysis. Comprising the following steps: acquiring a plurality of sampling frames containing pedestrian objects in a to-be-processed video; for each sampling frame, performing target detection on the sampling frame to obtain a bounding box of a pedestrian object in the sampling frame; performing pixel-level semantic segmentation on the bounding box of the pedestrian object to obtain a pixel-level mask of the pedestrian object; performing motion detection on the pixel-level mask of the pedestrian object to obtain a moving target object; and performing association matching on the moving target objects in all the frames in the to-be-processed video and the historical target through a multi-modal matching decision to obtain a moving target object matching result. According to the method, the detection results of the same pedestrian object can be associated to the same target trajectory, and the identity retention capability and the trajectory matching precision in the video object cross-frame association process are remarkably improved.
Owner:FUYANG NORMAL UNIVERSITY

Object monitoring method and device based on industrial Internet of Things, and storage medium

The invention relates to the field of information processing, and discloses an object monitoring method and device based on the industrial Internet of Things and a storage medium, an accurate real-time monitoring video is acquired through a multi-view image acquisition module, identity authentication is completed in combination with object features, object types are associated, and the problem that identity authentication and compliance control are disjointed is solved; meanwhile, real-time video estimation compliance is analyzed in a customized mode based on object types, and the defects that behavior analysis is poor in pertinence and inaccurate in quantification are overcome; moreover, risk video frames are extracted, historical frame traceability is combined, cross-frame object matching is matched, a risk link is restored, and the problems of lagging of single-frame detection and misjudgment and missed judgment are solved. In addition, background construction suitability is indirectly optimized through differential compliance verification logic, and monitoring accuracy and real-time performance are effectively improved.
Owner:SHENZHEN STARCAM TECH

Artificial intelligence system for utilizing machine learning models to process, organize and manage tangible objects and associated metadata

PCT designated stageWO2025245297A9Multimedia data indexingDigital data processing detailsTangible objectEngineering
A system for utilizing machine learning models and other technologies to process, organize, and manage tangible object and associated metadata is provided. The system captures media content of an object in an environment and analyzes the media content to identify the object. The system determines whether the object matches an object in a profile of a user. If the object matches the object in the profile, the system retrieves metadata associated with the object from the profile to provide further context for the object. The system updates the metadata for the object and stores the updated metadata in the profile. If the system determines that the object does not match an object in the profile, the system determines that the object is a new object and adds the object to the profile. The system generates and stores metadata associated with the new object in the profile to track the object.
Owner:AR-WORX LLC

Lightweight cloud file general processing device and method and storage medium

The invention relates to the technical field of computers, in particular to a lightweight cloud file universal processing device and method and a storage medium, and the method comprises the steps: generating a plug-in matching request after receiving a cloud space object extension operation request; generating an executable plug-in list according to a plug-in interaction protocol in combination with an object matching rule; plug-in selection, input parameters and output parameters are received, and a plug-in execution request is generated; and distributing a plug-in execution instance for the plug-in execution request, creating the plug-in execution instance when no idle instance exists in an instance pool, loading a target plug-in code to execute cloud file processing, generating a processing result, and providing a task state and a cloud space object identifier of the processing result to an interaction side. According to the invention, through plug-in access and elastic scheduling, rapid expansion of processing capability, unified execution of interfaces and efficient utilization of resources are realized.
Owner:BEIJING ZHENGYAN SOFTWARE CO LTD

Precipitation echo near-real-time simulation and correction method facing position and influence

The invention discloses a position and influence-oriented precipitation echo near-real-time simulation and correction method, which comprises the following steps of: performing primary correction on near-real-time radar precipitation echo data by using near-real-time lightning data through a lightning-radar reflectivity inversion model, and performing secondary correction on the near-real-time radar precipitation echo data by using near-real-time automatic station precipitation data; performing secondary correction on the radar rainfall echo reflectivity data after the primary correction through an established rainfall rate model to obtain corrected real-time radar echo rainfall data; recognizing a storm object in the radar echo through a multi-threshold object recognition algorithm; performing radar echo object matching based on a Hungary solution, performing identification tracking on the identified storm object, and calculating the echo rainfall intensity, the influence range, the moving speed and the moving direction of the storm object; and the influence of the storm object is judged according to the position of the user, and real-time storm alarm service is carried out. According to the invention, position and influence-oriented rainfall professional meteorological services are provided for users through near real-time lightning, automatic station rainfall, radar and other multi-source data fusion technologies.
Owner:广东省气象服务中心(广东省气象宣传与科普中心) +1

Intelligent automatic door sound control method and system

The application provides a kind of intelligent automatic door sound control method and system, it is related to intelligent control technical field.The method includes the voiceprint control data of authorized object is collected, and voiceprint control database is established;Real-time voice control detection data is obtained and is combined with voiceprint control database to carry out object identification based on voiceprint feature, and real-time target object is determined;Object sound control feature information extracted in voiceprint control database is combined with real-time voice control detection data to carry out matching analysis based on object feature, and object matching analysis result data is formed;According to object matching analysis result data, control analysis is carried out, and object sound control data is formed.The method is extracted by using intelligent technology to the sound data of the automatic door needing control, and effective and accurate comparison identification is carried out, and then the high recognition control effect of automatic door based on sound data is realized, and the application range and scene of automatic door are effectively expanded.
Owner:QINGDAO HUATAI RUITE E&M TECH CO LTD

Object recommendation method and apparatus, computer device, and readable storage medium

PendingCN122364535ASoftware engineeringDatabase
This application relates to an object recommendation method, apparatus, computer device, computer-readable storage medium, and computer program product. The method includes: displaying a selection area in response to an interactive operation instructing the recommendation of an object; displaying a batch of attribute options for the object in the selection area; updating the displayed attribute options in the selection area to another batch of attribute options for the object in response to selecting at least one attribute option from the attribute options displayed in the selection area; and displaying a recommended object in response to the end of the selection of attribute options for the object, the recommended object matching the selected attribute options. This method enables accurate object recommendation.
Owner:TENCENT TECHNOLOGY (SHENZHEN) CO LTD

Similarity detection of three-dimensional object models

ActiveUS12675553B2Feature vectorGrid based
Implementations relate to methods, systems, and computer-readable media for performing similarity analysis of three-dimensional (3D) objects. In some implementations, the method includes obtaining a 3D model of the object that includes a mesh and a texture, encoding the mesh into a mesh feature vector using a first neural network, encoding the texture into a texture feature vector using a second neural network, computing a mesh distance between the mesh feature vector and a reference mesh feature vector of a reference object, computing a texture distance between the texture feature vector and a reference texture feature vector of the reference object, determining, based on the mesh distance and the texture distance, whether the object matches the reference object, classifying the object as a dissimilar object if the object does not match the reference object, and classifying the object as a similar object if the object matches the reference object.
Owner:ROBLOX CORP

Regional cathode protection potential balance algorithm

PendingCN121743739AAlgorithmTime data
The invention discloses a regional cathode protection potential balance algorithm. The algorithm specifically comprises the following steps: S1, real-time data acquisition; s2, real-time data preprocessing; s3, performing real-time state evaluation and adjustment object matching; s4, establishing and updating a real-time response model; s5, real-time adjusting quantity calculation and safety control are carried out; and S6, performing adjustment and iteration termination in real time. The method has the advantages that the real-time response speed is increased, the traditional hour-level adjusting period is shortened to the second-level adjusting period, adjustment is started after potential unbalance is carried out for 30 seconds or less, and the risk of short-term corrosion of a pipeline is avoided; due to the real-time model and coupling correction, the potential range is smaller than or equal to 0.08 V, the standard deviation is smaller than or equal to 0.03 V, and the method is superior to a traditional algorithm; the characteristics of a real-time acquisition control type intelligent potentiostat and a real-time data acquisition intelligent test pile are completely matched, and the real-time advantage of the equipment is exerted; and multi-dimensional real-time verification (step length, coupling, current and potential rate) is realized, and the risk of overshoot or equipment overload is avoided.
Owner:ZHEJIANG YUXI CORROSION CONTROL CORP

Image processing method and device, computer device and storage medium

The application relates to an image processing method and device and a computer device. The method comprises the following steps: obtaining a historical object image set and a current object image set corresponding to a target object; performing object point matching based on the historical object image set and the current object image set to obtain historical object matching points and current object matching points; when the historical object matching points and the current feature matching points are the same object points, performing spatial pose transformation parameter calculation on the historical object matching points to obtain historical spatial pose transformation parameters, and performing three-dimensional space matching point calculation to obtain historical feature point three-dimensional coordinates; performing spatial pose transformation parameter calculation on the current feature matching points to obtain current spatial pose transformation parameters, and performing three-dimensional space matching point calculation to obtain current feature point three-dimensional coordinates; and calculating a difference value corresponding to the historical feature point three-dimensional coordinates and the current feature point three-dimensional coordinates to obtain three-dimensional offset information corresponding to the target object. The method can improve the accuracy of deformation monitoring.
Owner:SHENZHEN POWER SUPPLY BUREAU

Object matching method and device, electronic equipment and storage medium

The invention discloses an object matching method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a query text and an object description text of a to-be-matched object; respectively carrying out semantic feature extraction on the query text and the object description text to obtain query semantic features and object description semantic features; performing bilinear fusion processing on the basis of the query semantic feature and the object description semantic feature to obtain an intermediate fusion semantic feature; based on the query semantic feature and the object description semantic feature, performing residual fusion on the intermediate fusion semantic feature to obtain a target fusion semantic feature; performing semantic classification processing on the basis of the target fusion semantic feature to obtain a semantic classification result corresponding to the to-be-matched object; the semantic classification result represents whether the query text is matched with the to-be-matched object or not. The accuracy of object matching is improved.
Owner:TENCENT TECHNOLOGY (SHENZHEN) CO LTD

Multi-sensor data fusion method and device, electronic equipment and storage medium

PendingCN121580271ASensing dataObservation data
The invention relates to a multi-sensor data fusion method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining current time and sensing data of a plurality of sensors in a cache period; according to the global tracking database, tracking information of all known target objects is determined, prediction information of all known target objects at the current time is determined, sensing data of all sensors in the cache period are aligned to the current time, and multi-source observation data after time alignment are obtained. And based on the prediction information and the multi-source observation data of all the known targets at the current time, target matching is performed by using a preset matching algorithm to obtain a matching result, and according to the matching result, the prediction information and the multi-source observation data of all the known targets at the current time are fused to obtain a fusion result. Therefore, the problem that data of multiple sensors are not synchronous is solved, the data of the sensors are matched and fused at the same moment, and the accuracy of target detection is improved.
Owner:CHERY AUTOMOBILE CO LTD

Object matching method and device and electronic equipment

The invention discloses an object matching method and device and electronic equipment. The method comprises the steps that a target task is determined, and task parameters corresponding to the target task are acquired; an operation object set is called, the operation object set comprises operation authority levels corresponding to the multiple operation objects respectively, and the corresponding operation authority levels are determined according to the operation authority states and the operation authority number of the corresponding operation objects; and determining a target object for executing the target task from the plurality of operation objects according to the task parameters and the operation authority levels corresponding to the plurality of operation objects. According to the method and the device, the technical problem that accurate object matching cannot be realized when object matching is performed on the to-be-executed task in related technologies is solved.
Owner:HEILONGJIANG FEIHE DAIRY CO LTD +4

Object matching method, apparatus, device, and storage medium

Embodiments of the present application disclose an object matching method, device and equipment, and a storage medium, wherein the object matching method comprises: receiving an activity participation request initiated by a target object for a target activity; adding an object identifier of the target object into a target set contained in an object matching pool corresponding to the target activity according to evaluation information of the target object; calculating a target matching index of the target activity according to a preset matching number corresponding to the target activity and an expected matching time length of the target object; selecting at least one set from the object matching pool based on the target matching index; determining object identifiers with a number of the preset matching number from the at least one set when detecting that the number sum of the object identifiers in the at least one set is greater than or equal to the preset matching number; starting the target activity, and controlling objects indicated by the determined object identifiers to participate in the target activity. The embodiments of the present application can improve the rate of object matching.
Owner:SHENZHEN TENCENT INFORMATION TECH CO LTD

Data processing method and device, electronic equipment and storage medium

The application discloses a data processing method and device, electronic equipment and storage medium. The method comprises the following steps: in response to a data processing instruction, corresponding position information and representation information indicating a first type of object are determined; a corresponding geographical grid is determined according to the position information; a second type of object matching the geographical grid is determined from the candidate objects; a target first type of object matching the representation information is determined from the second type of objects; or, after a preset time interval, a target first type of object matching the representation information is determined from the second type of objects; and a data processing result is obtained based on the plurality of second type of objects and the target first type of object to generate service guide information. The embodiments of the application can be applied to various scenes such as cloud technology, artificial intelligence, intelligent transportation and auxiliary driving. The application improves the information dimension of the data processing result used to generate the service guide information, and ensures the accuracy of the service guide information.
Owner:TENCENT TECHNOLOGY (SHENZHEN) CO LTD

An automatic construction method of fault relation visualization model for avionics communication electronic system

The application discloses an automatic construction method of an aviation communication electronic system fault relation visual model, and the method comprises the following steps: acquiring an FMECA table of the aviation communication electronic system, performing knowledge extraction on the FMECA table, generating a fault knowledge graph object according to the extracted required knowledge, and extracting a corresponding object label, performing object matching on the FEMCA table, establishing the relation knowledge between objects according to the matched objects, establishing the relation connection between the graph objects according to the relation knowledge, and establishing the aviation communication electronic system fault relation visual model according to the generated objects, object labels and relation connection between the objects. The aviation communication electronic system FMECA table is taken as the input, the object knowledge and the relation knowledge required by the knowledge graph construction are automatically extracted, the visual aviation communication electronic system fault knowledge graph is automatically generated, and the ability foundation is laid for the intelligent mining of the fault correlation relation based on the high-dimensional knowledge graph required by the intelligent troubleshooting of the aviation communication electronic system.
Owner:10TH RES INST OF CETC

Large-scale object matching method and device and storage medium

PendingCN121981814AFinanceAlgorithmEngineering
The embodiment of the invention provides a large-scale object matching method and device and a storage medium, and relates to the technical field of artificial intelligence, and the method comprises the steps: for each target matching object in each round of matching process, obtaining first attribute information of the target matching object and second attribute information of each to-be-matched object, the to-be-matched object is used for matching with the target matching object; for any to-be-matched object, when the to-be-matched object is changed from an original matching object to a target matching object, determining whether the third attribute information of the changed original matching object and the changed first attribute information meet respective constraint requirements or not; if yes, migrating the to-be-matched object into the target matching object; after each round of matching process is finished, determining the global deviation of the target matching object in each round based on the change condition of the constraint object in the constraint requirement of the target matching object; and if the global deviation of at least two rounds tends to converge, stopping immigration of the to-be-matched object to the target matching object.
Owner:WEBANK (CHINA)

Cross-domain recommendation method, model training method and device

PendingCN122019871AAchieve deep understandingEliminate distribution differencesDigital data information retrievalSemantic analysisLinguistic modelData mining
The embodiment of the invention discloses a cross-domain recommendation method and device and a model training method and device. The method comprises the following steps: acquiring user portrait data of a user in at least one source field; generating a first prompt instruction based on the user portrait data, inputting the first prompt instruction into the first large language model, obtaining an initial recommendation object set generated by the first large language model, the first prompt instruction being used for prompting the first large language model to generate an initial recommendation object belonging to the target field according to the user portrait data; matching the candidate objects in a candidate object set of the target field based on the initial recommendation object set to obtain a target recommendation object set, each target recommendation object in the target recommendation object set being a candidate object matched with the initial recommendation object in the candidate object set, the candidate objects in the candidate object set are pre-configured objects which can be recommended. The cross-domain recommendation effect can be improved based on the semantic comprehension ability and the generative retrieval ability of the large language model.
Owner:BEIJING DAJIA INTERNET INFORMATION TECH CO LTD