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38 results about "Annotation Type" patented technology
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Defines the type of annotation (e.g., direct, mapped, transitive closure).
Reducing time for annotating speech data to develop a dialog application
ActiveUS7412383B1Shorten the timeReduce annotation timeAutomatic exchangesSpeech recognitionSpoken languageSpeech identification
Systems and methods for annotating speech data. The present invention reduces the time required to annotate speech data by selecting utterances for annotation that will be of greatest benefit. A selection module uses speech models, including speech recognition models and spoken language understanding models, to identify utterances that should be annotated based on criteria such as confidence scores generated by the models. These utterances are placed in an annotation list along with a type of annotation to be performed for the utterances and an order in which the annotation should proceed. The utterances in the annotation list can be annotated for speech recognition purposes, spoken language understanding purposes, labeling purposes, etc. The selection module can also select utterances for annotation based on previously annotated speech data and deficiencies in the various models.
Owner:NUANCE COMM INC
Method and device for establishing knowledge graph based on user annotation information
InactiveCN104462506AImprove the search experienceEasy to understandSpecial data processing applicationsDatabase design/maintainanceAnnotation TypeKnowledge graph
The invention provides a method and device for establishing a knowledge graph based on user annotation information. The method comprises the steps that the user annotation information for a specific entity in a network is collected, a structural data pair of the specific entity and the annotation type attribute information is generated according to the user annotation information, and the knowledge graph is established with the structural data pair as knowledge entries. According to the method and device, when a search service is provided for the outside based on the structural data pair, the annotation attribute information can visually and accurately serve as a search result to be provided for a user, and therefore the search efficiency is improved, and the user search experience is improved.
Owner:BEIJING QIHOO TECH CO LTD +1
Recognizing, anchoring and reflowing digital ink annotations
InactiveUS20070214407A1Improve accuracyImprove efficacyDigital computer detailsCharacter and pattern recognitionAnnotation TypeDocument preparation
A digital ink annotation process and system for processing digital documents and digital ink annotations therein. An annotation's position is maintained within a document such that the original intent and meaning of the annotation is preserved. This is true even if the document is edited, resized, displayed on a different device or otherwise modified. The process includes automatic and manual grouping of digital ink strokes within a document to define digital ink annotations, classifying the annotations according to annotation type, and anchoring the annotations to appropriate regions or positions in a document. The process further includes reflowing the annotations in a new document layout such that the annotations conform and adapt to the new layout while preserving the original intents and meanings of the annotations. The system includes a classification module, an anchoring module, a reflow module and a clean-up module to implement the digital ink annotation process.
Owner:MICROSOFT TECH LICENSING LLC
Digital ink annotation process and system for recognizing, anchoring and reflowing digital ink annotations
ActiveUS7218783B2Improve accuracyImprove efficacyCharacter and pattern recognitionNatural language data processingAnnotation TypeDocumentation
A digital ink annotation process and system for processing digital documents and digital ink annotations therein. The process and system maintain an annotation's position within a document such that the original intent and meaning of the annotation is preserved. This is true even if the document is edited, resized, displayed on a different device or otherwise modified. The digital ink annotation process includes automatic and manual grouping of digital ink strokes within a document to define digital ink annotations, classifying the annotations according to annotation type, and anchoring the annotations to appropriate regions or positions in a document. The process further includes reflowing the annotations in a new document layout such that the annotations conform and adapt to the new layout while preserving the original intents and meanings of the annotations. A digital ink annotation system includes a classification module, an anchoring module, a reflow module and a clean-up module to implement the digital ink annotation process.
Owner:MICROSOFT TECH LICENSING LLC
System and method for exploiting semantic annotations in executing keyword queries over a collection of text documents
InactiveUS20070088734A1Reduce the burden onImprove generalizationDigital data processing detailsNatural language data processingComplex typeAnnotation Type
A query interpretation system exploits semantic annotations in keyword queries over a collection of text documents, casting semantic annotations produced by text analysis engines into a formal annotation type system. The system uses the annotation type system to enumerate various interpretations of a keyword query and automatically translate a keyword query into a set of interpretations expressed in some intermediate query language. The system returns a result list of documents by combining the results of executing one or more of these interpretations. Even though the system generates and uses a complex type system, a user is able to use simple keyword queries to locate documents.
Owner:IBM CORP
Online auditing method and system for engineering drawing
ActiveCN104036060AIntegrity guaranteedGuaranteed reliabilitySpecial data processing applicationsAnnotation TypeComputer science
The invention discloses an online auditing method and system for an engineering drawing. The online auditing method includes the following steps: step 1, using an annotation tool in the engineering drawing to record annotation parameters of a user; step 2, splitting the drawing frame ranges of the engineering drawing, identifying all the drawing frame ranges in the engineering drawing, reading icon content corresponding to the drawing frame ranges, comparing the annotation positions with all the drawing frame ranges to confirm the drawing frame ranges belonged to the annotations, and associating annotation opinions with the drawing frame ranges and icon content thereof; step 3, storing the annotation parameters in an annotation file relevant to the engineering drawing; step 4, reading annotation parameters in the annotation file, converting annotation opinions in the annotation parameters into pixels according to annotation types and casually adding to the engineering drawing; step 5, sending the annotation file to the other online users, wherein the other online users read the annotation parameters in the annotation file and synchronously display the annotations in the same engineering drawing after receiving the annotation file.
Owner:纬衡浩建科技(深圳)有限公司
Time sequence anomaly detection method and device
ActiveCN109871401AImprove applicabilityDigital data information retrievalSpecial data processing applicationsData setAnnotation Type
The embodiment of the invention provides a time sequence anomaly detection method and device. The method comprises the steps that a labeled data set containing labeled data is acquired; Obtaining a feature combination set corresponding to each piece of annotation data in the annotation data set; according to all the feature combination sets, all the annotation types corresponding to all the annotation data and preset feature combinations, acquiring candidate data similar to all the annotation data; extracting target data which can be used for optimizing a preset model from all the candidate data; determining an optimization processing strategy for the preset model according to all the target data; and carrying out abnormity detection on the to-be-detected time sequence through the optimized preset model. The device executes the method. According to the method and the device provided by the embodiment of the invention, the applicability of time sequence anomaly detection can be improved.
Owner:BEIJING QIANXIN TECH
Method and system for characterizing unknown annotator and its type system with respect to reference annotation types and associated reference taxonomy nodes
An unknown annotator and its annotation type system are compared against a reference annotation type system. The comparison is done by providing a plurality of documents, and annotating each document using the reference set of document annotators, producing instances of reference annotation types, to generate a pre-annotated reference document set, and using the subject annotator and its subject annotation type system to generate a pre-annotated evaluation document set. Documents in the pre-annotated evaluation document set are compared to documents in the pre-annotated reference document set, and matches in location, within the compared documents, of instances of the subject annotation types and the reference annotation types are identified. Based on the matching data, reference document annotation types are selected that sufficiently correlate with the subject annotation type system. Based on the type system matching, the subject annotator and its type system are associated with a plurality of reference industrial taxonomy nodes.
Owner:IBM CORP
System and method for exploiting semantic annotations in executing keyword queries over a collection of text documents
InactiveUS7548933B2Reduce the burden onImprove generalizationDigital data processing detailsNatural language data processingComplex typeAnnotation Type
Owner:INT BUSINESS MASCH CORP
Named entity identification method and device, equipment and medium
ActiveCN111382572AImprove accuracyIncreased damageCharacter and pattern recognitionNatural language data processingAnnotation TypeNamed-entity recognition
The invention discloses a named entity recognition method, a named entity recognition device, equipment and a medium. The named entity recognition method comprises the steps of: inputting a target sentence into a current named entity recognition model, and acquiring an annotation type and a corresponding probability of each character; calculating a corresponding loss value based on a target loss function according to the corresponding probability of the annotation type of each character, calculating a total loss value according to the current loss values, and improving the attention of the named entity recognition model to the characters with high annotation type uncertainty by using the target loss function; judging whether the current named entity recognition model meets a convergence condition or not; if not, selecting the model with the optimal current effect as a target model to perform entity identification on the target sentence; and if so, updating the named entity recognitionmodel according to the total loss value to obtain an updated named entity recognition model, circulating the previous steps until the judging that the named entity recognition model meets a convergence condition, thereby being capable of increasing the accuracy rate of named entity recognition.
Owner:北京香侬慧语科技有限责任公司
Medical image data rapid auxiliary labeling and storage method and system
The invention provides a medical image data rapid auxiliary labeling and storage method, which comprises the steps of data labeling, data storage, data reading, data conversion and the like. The method comprises the following steps: A1, before data labeling, reading an image ID, wherein the image ID comprises the information of patient Id, StudyId, StudyInstanceUid, SertissInstanceUid and SopInstanceUid; A2, labeling the image; After the image labeling, a labeling box appears; A3, customizing a labeling type; B1, storing the annotation information in a JSON format, wherein the annotation information comprises an image ID, an annotation box and a user-defined annotation type; C1, during data reading, comparing the image with the ID of the JSON file, entering the next step if the image is consistent with the ID of the JSON file, and exiting if the image is inconsistent with the ID of the JSON file; C2, reading and displaying the annotation information. The method is compatible with an existing storage scheme. The storage scheme of labeled data in medical images can be effectively solved. The powerful support can be effectively provided for a deep learning algorithm. The invention also comprises an image multi-channel processing process which can be applied to an MRI system.
Owner:邃蓝智能科技(上海)有限公司
Method and System for Characterizing Unknown Annotator and its Type System with Respect to Reference Annotation Types and Associated Reference Taxonomy Nodes
An unknown annotator and its annotation type system are compared against a reference annotation type system. The comparison is done by providing a plurality of documents, and annotating each document using the reference set of document annotators, producing instances of reference annotation types, to generate a pre-annotated reference document set, and using the subject annotator and its subject annotation type system to generate a pre-annotated evaluation document set. Documents in the pre-annotated evaluation document set are compared to documents in the pre-annotated reference document set, and matches in location, within the compared documents, of instances of the subject annotation types and the reference annotation types are identified. Based on the matching data, reference document annotation types are selected that sufficiently correlate with the subject annotation type system. Based on the type system matching, the subject annotator and its type system are associated with a plurality of reference industrial taxonomy nodes.
Owner:IBM CORP
Composition data reusing method based on exhale annotation
InactiveCN101008938ASupport mergeEasy to reuseSpecial data processing applicationsData synchronizationPattern recognition
This invention relates to one compose data repeat method based on annotation falling out, wherein, the current technique adopts template type to use generated file; the template modifies the template without feedback. This invention realizes the compose data automatically extracting method through one annotation type for simultaneous use.
Owner:方正国际软件(北京)有限公司 +1
Model generating method, and speech synthesis method and apparatus
ActiveUS20190189109A1Improve continuitySpeech synthesisComplex mathematical operationsAnnotation TypeSynthesis methods
A method is performed by at least one processor, and includes acquiring training speech data by concatenating speech segments having a lowest target cost among candidate concatenation solutions, and extracting training speech segments of a first annotation type, from the training speech data, the first annotation type being used for annotating that a speech continuity of a respective one of the training speech segments is superior to a preset condition. The method further includes calculating a mean dissimilarity matrix, based on neighboring candidate speech segments corresponding to the training speech segments before concatenation, the mean dissimilarity matrix representing a mean dissimilarity in acoustic features of groups of the neighboring candidate speech segments belonging to a same type of concatenation combination relationship, and generating a concatenation cost model having a target concatenation weight, based on the mean dissimilarity matrix, the concatenation cost model corresponding to the same type of concatenation combination relationship.
Owner:TENCENT TECH (SHENZHEN) CO LTD
Medical image classification labeling method and system and server
PendingCN112132232AProcessing speedGood segmentation resultCharacter and pattern recognitionMedical imagesManual annotationAnnotation Type
The invention discloses a medical image classification labeling method and system, and a server, and belongs to the technical field of medical images. The method comprises the steps of obtaining an original medical image and sending the original medical image to a manual annotation terminal; obtaining a manual annotation image returned by the manual annotation terminal, and obtaining a pixel boundary of an annotation area through an edge extraction algorithm; processing the original medical image through a pre-trained full convolutional neural network model to obtain a feature map of which thesize is the size of the original medical image and the depth is the number of annotation types; at the pixel boundary, comparing the feature map with a manual annotation map; if the result of the pixel point on the manual annotation image is consistent with the result of the pixel point on the feature map, not correcting the pixel point; otherwise, selecting a plurality of pixel points around thepixel point on the feature map, and taking the category with the largest number in the plurality of pixel points as the category of the pixel point; and outputting the corrected feature map as a network annotation map.
Owner:WUHAN QINGPING IMAGE TECH
Webpage end three-dimensional model annotation information display browsing method and system
InactiveCN110503726ASolve the problem that cannot be displayedGuaranteed accuracyImage data processingSpecial data processing applicationsAnnotation TypeInformation object
Owner:WUHAN UNIV OF TECH
Priori knowledge-based financial field entity and intention recognition method
PendingCN114036953AEliminate the step of filtering ratingsAvoid compromising accuracyNatural language data processingSpecial data processing applicationsTable (database)Adaptive learning
The invention relates to the technical field of man-machine conversation and intelligent semantic search, in particular to a priori knowledge-based financial field entity and intention recognition method, which specifically comprises the following steps of defining a context model, defining related information of a whole relational database table as a context, including names, annotations and types of tables and column names, and defining a data dictionary, and performing context model analysis: performing analysis according to a database by using a data dictionary, attribute values of related fields and data types, and defining the attribute values of the fields as an open type or a limited enumerable type. Adaptive learning can be realized, and attribute values of intention entities, associated entities and most entities can be identified; the identified entities can be limited in a specific table, on one hand, similarity matching in a global space is avoided, and the step of synonym filtering and scoring is omitted; and secondly, recognized words can be limited in the context, and unidentified words can be filtered out as irrelevant vocabularies, so that the recognition accuracy is prevented from being influenced.
Owner:上证所信息网络有限公司
Data annotation method and device and data annotation model training method and device
PendingCN113505261AIncrease proximitySolve the inability to achieve fine labelingImage enhancementDigital data information retrievalManual annotationAnnotation Type
The invention provides a data annotation method and device and a data annotation model training method and device. The data annotation method comprises the following steps: acquiring a to-be-annotated image set, and determining the annotation type of a to-be-annotated target of each to-be-annotated image; judging whether the labeling category of the to-be-labeled target of each to-be-labeled image has a corresponding data labeling model or not; if yes, performing target annotation on the to-be-annotated image through the data annotation model to obtain a first annotated data set; and if not, acquiring an initial target frame of a to-be-labeled target in the to-be-labeled image, detecting a target edge position in the initial target frame of the at least one to-be-labeled target, and adjusting the initial target frame of the at least one to-be-labeled target according to the target edge position to obtain a second labeled data set. According to the invention, the image which cannot be automatically annotated is annotated by assisting an image processing technology with manual annotation, and the annotation quality and efficiency are improved in a manner of combining automation with the manual annotation.
Owner:CITY CLOUD TECH HANGZHOU CO LTD
Annotation data multiplexing method and system, electronic equipment and readable storage medium
ActiveCN113792203ARealize multiplexingSave computing costDatabase management systemsEnergy efficient computingData setAnnotation Type
The invention relates to the technical field of data annotation, and discloses an annotation data multiplexing method and system, electronic equipment and a readable storage medium. The method comprises the steps that a to-be-annotated data set and a preset annotation type are obtained through a browser side, the to-be-annotated data set comprises unannotated data, the browser side sends an export instruction to a server side, the export instruction comprises a preset annotation type of target data and target data identification information, the target data is annotated in advance according to the preset annotation type, the browser end obtains the target data and merges the target data into a to-be-annotated data set to obtain a merged data set, the browser side labels the unlabeled data in the merged data set according to the preset labeling type to generate a reuse data set for subsequent reuse, in this way, labeled target data is merged in the to-be-annotated data set, and then the unlabeled data in the to-be-annotated data set is labeled, so that reuse of the target data is achieved, and the reuse efficiency of the to-be-annotated data set is improved, and the operation cost and the time cost are saved.
Owner:重庆紫光华山智安科技有限公司
Interactive intelligent 2D semantic segmentation system and method, storage medium and device
PendingCN111860515AEasy to divideImprove robustnessCharacter and pattern recognitionAnnotation TypeRadiology
The invention provides an interactive intelligent 2D semantic segmentation system. The system comprises an image input interface, an annotation front end and an annotation rear end; the image input interface is connected with a target image library, the image input interface is connected with the annotation rear end, the annotation rear end receives a target image through the image input interface, the annotation rear end is connected with the annotation front end, and the invention is characterized in that the annotation rear end receives an annotation range and an annotation type of the annotation front end; the annotation rear end comprises a template storage module, a cutting module, a foreground extraction module and a contour extraction module; the cutting module and the template storage module are connected with the foreground extraction module; the cutting module cuts the target image; the template storage module is used for producing a template; the foreground extraction module is connected with the contour extraction module; the foreground extraction module generates a foreground extraction template; the contour extraction module extracts an image contour. The beneficialeffects are that the interactive intelligent 2D semantic segmentation system is provided, the ground-truth can be conveniently obtained, and the robustness and the accuracy are relatively high.
Owner:格物钛(上海)智能科技有限公司
Method and device for realizing annotation type configuration
PendingCN110795135ASolve the problem of loose couplingSolve the problem of loose coupling) featuresVersion controlProgram documentationAnnotation TypeFactory (object-oriented programming)
The invention discloses a method and a device for realizing annotation type configuration, and relates to the technical field of computers. A specific embodiment of the method comprises the followingsteps: reading a configuration file to realize environment setting; creating a component factory class, and adding a component definition; executing the container postprocessor, and then synchronizingthe configuration information; and creating component objects. According to the embodiment, the problems of conversion errors from the character string to the program type and high business invasiveness caused by acquisition of the remote configuration information logic can be solved.
Owner:BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
Data annotation method and device based on three-dimensional simulation scene and storage medium
PendingCN113223146AAccurate acquisition3D-image rendering3D modellingPattern recognitionDimensional simulation
The invention provides a data annotation method and device based on a three-dimensional simulation scene and a storage medium, and the method comprises the steps: obtaining the three-dimensional simulation scene, extracting an image frame, and carrying out the preprocessing of the image frame, and obtaining an original scene coloring result; obtaining an annotation type and a corresponding coloring strategy, obtaining a target attribute parameter of each pixel of the target in the image frame according to the annotation type, and obtaining a coloring result according to the coloring strategy, wherein the annotation type comprises an illumination attribute, and the coloring strategy corresponding to the illumination attribute comprises the following steps: segmenting the time, uniformly processing image frames in each time period, annotating an area in an illumination range, and superposing annotation data at pixels corresponding to the image frames belonging to the same time period to obtain an illumination coloring result; and selecting a corresponding coloring result according to requirements, and superposing the coloring result with the original scene coloring result to obtain an output image. Therefore, the image frame can be dyed by taking the pixel as the unit, and the marking of the illumination thermodynamic diagram of the image frame is realized.
Owner:SHENZHEN URBAN TRANSPORT PLANNING CENT
Method for marking size of graph in CAD software
PendingCN110348155AAvoid switchingImprove labeling efficiencySpecial data processing applicationsEditing/combining figures or textGraphicsAnnotation Type
The invention discloses a method for marking a graph size in CAD software. The method comprises the steps of obtaining an instruction of a user for selecting a graph line unit; selecting and obtaininga graph line unit from the graph; determining a graph line type of the selected and acquired graph line unit; determining a size type required to be marked according to the graph line type; calculating a size value corresponding to the size type needing to be marked; and identifying the size value at a preset position. After the CAD software switches the annotation size state, the to-be-marked drawing line can be selected through the mouse, the type of the to-be-annotated size is automatically recognized, then the situation that the annotation type is switched by clicking an annotation switching window is avoided, and the marking efficiency is improved.
Owner:ZHENGZHOU RAILWAY VOCATIONAL & TECH COLLEGE
Method and device for standardizing annotation tool
InactiveCN104035916ANatural language data processingSpecial data processing applicationsAnnotation TypeStandardization
The invention discloses a method and device for standardizing an annotation tool. The method for standardizing the annotation tool comprises the steps of selecting a standard tool corresponding to a to-be-standardized nonstandard tool; calculating the similarity between each output annotation type of the nonstandard tool and each output annotation type of the standard tool, and enabling each output annotation type to indicate the category which annotated objects belong to; and / or calculating the similarity between each output annotation attribute of the nonstandard tool and each output annotation attribute of the standard tool, and enabling each output annotation attribute to indicate the category which the annotated objects belong to; and determining the corresponding relations between annotations of the nonstandard tool and annotations of the standard tool according to the similarity between the output annotation types and / or the similarity between the output annotation attributes.
Owner:FUJITSU LTD
Data annotation method and platform, electronic equipment and computer storage medium
PendingCN113392295AImprove labeling efficiencyMachine learningSpecial data processing applicationsAnnotation TypeEngineering
The embodiment of the invention provides a data annotation method and platform, electronic equipment and a storage medium. The method comprises the steps of obtaining annotation type information of a data annotation task and business scene information of the data annotation task, wherein the annotation object of the data annotation task comprises at least one to-be-annotated data sample; determining a data annotation tool corresponding to the to-be-annotated data sample according to the annotation type information and the business scene information; and receiving annotation operation information of the data annotation personnel for the to-be-annotated data sample by adopting the data annotation tool, and obtaining a data annotation result of the to-be-annotated data sample based on the annotation operation information. Based on the data annotation method provided by the embodiment of the invention, the annotation efficiency of data annotation can be improved.
Owner:SHANGHAI SENSETIME TECH DEV CO LTD
Multimedia file annotation method and system
InactiveCN110377567AImprove annotation processing efficiencyMeet labeling requirementsFile/folder operationsSpecial data processing applicationsAnnotation TypeData Annotation
The invention discloses a multimedia file annotation method and a multimedia file annotation system. The method comprises the steps of generating an audio annotation process list according to a plurality of audio annotation program units and the set combination series information of the plurality of audio annotation program units, and enabling the plurality of audio annotation program units to beindependent audio annotation programs of a plurality of types; processing the current audio or video file item by item according to the sequence in the audio annotation process list to generate an annotated audio or video file. According to the method, the annotation type and the data processing operation can be flexibly combined through combination of the annotation units to meet annotation requirements. The method can be used for data annotation of various multimedia file data so as to meet diversified data annotation requirements. Therefore, the annotation processing efficiency of the multimedia file is improved, and errors caused by manual operation are reduced. Meanwhile, the method has good transportability and can be simply and conveniently applied to processing of multimedia filesof the same type.
Owner:AISPEECH CO LTD
Method, device and equipment of aeronautical chart annotation and storage medium
The embodiments of the invention relate to the technical field of aviation, in particular to a method, device and equipment of aeronautical chart annotation and a storage medium. The method of aeronautical chart annotation includes the steps that a current annotation object is determined according to a preset priority order; and the annotation position of the annotation object is calculated according to the annotation type of the annotation object, and annotation is conducted according to the calculated annotation position. According to the method, device and equipment of aeronautical chart annotation and the storage medium, the current annotation object is determined according to the preset priority order, in consideration of the limited display space, the annotation and display is givenpriority to certain comparatively important annotation objects, and the annotation is arranged lately for unimportant annotation objects, and the effect of annotation is improved.
Owner:中航材导航技术(北京)有限公司
A method and system for online verification of engineering drawings
ActiveCN104036060BIntegrity guaranteedGuaranteed reliabilitySpecial data processing applicationsAnnotation TypeComputer science
The invention discloses an online auditing method and system for an engineering drawing. The online auditing method includes the following steps: step 1, using an annotation tool in the engineering drawing to record annotation parameters of a user; step 2, splitting the drawing frame ranges of the engineering drawing, identifying all the drawing frame ranges in the engineering drawing, reading icon content corresponding to the drawing frame ranges, comparing the annotation positions with all the drawing frame ranges to confirm the drawing frame ranges belonged to the annotations, and associating annotation opinions with the drawing frame ranges and icon content thereof; step 3, storing the annotation parameters in an annotation file relevant to the engineering drawing; step 4, reading annotation parameters in the annotation file, converting annotation opinions in the annotation parameters into pixels according to annotation types and casually adding to the engineering drawing; step 5, sending the annotation file to the other online users, wherein the other online users read the annotation parameters in the annotation file and synchronously display the annotations in the same engineering drawing after receiving the annotation file.
Owner:纬衡浩建科技(深圳)有限公司
Model generating method, and speech synthesis method and apparatus
ActiveUS10832652B2Improve continuitySpeech synthesisComplex mathematical operationsAnnotation TypeAcoustics
Owner:TENCENT TECH (SHENZHEN) CO LTD
Composition data reusing method based on exhale annotation
InactiveCN100501723CSupport mergeEasy to reuseSpecial data processing applicationsData synchronizationPattern recognition
Owner:方正国际软件(北京)有限公司 +1
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