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30 results about "Context acquisition" patented technology

Event context acquisition method and system based on micro-blogs

The embodiment of the invention provides an event context acquisition method and system based on micro-blogs. The method comprises the following steps: acquiring information specific to original micro-blogs and forwarding micro-blogs of events included in a predetermined topic within a statistics time interval; calculating the corresponding event hotness time distribution of the information of the original micro-blogs and forwarding micro-blogs of the events specific to the topic within the statistics time interval; and selecting a plurality of event context time nodes from the statistics time interval and corresponding node events according to the event hotness time distribution of the topic within the statistics time interval in order to construct the event context of the topic. Through the technical scheme of the invention, the event contexts of the events included in the predetermined topic are acquired rapidly and accurately with the micro-blogs.
Owner:BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD

Deep learning method for lightweight bottleneck attention mechanism

PendingCN114118415ASuppression of diversityIncrease the maximum pooling featureNeural architecturesNeural learning methodsAlgorithmDimensionality reduction
The invention discloses a deep learning method for a lightweight bottleneck attention mechanism. The attention mechanism is divided into a channel attention branch and a space attention branch. The channel attention branch obtains space information of the middle feature map through global average pooling and maximum value pooling, information of k channels in a left neighborhood and a right neighborhood with the channel as the center is rolled up and combined, the two obtained feature maps are added according to elements, and channel attention is generated; the spatial attention branch uses convolution to perform dimension reduction, context acquisition is performed through two dilated convolutions, and finally, the convolution is used to compress the number of channels to one dimension to generate spatial attention; according to the method, the two branch attention are fused, channel attention is broadcasted and expanded according to two dimensions of space, then space attention is broadcasted and expanded according to channel dimensions, the two expanded attention branches are added according to elements, and lightweight bottleneck attention is generated through Sigmoid function operation. The method is low in calculation cost and high in model learning ability.
Owner:JINAN UNIVERSITY

Green construction pervasive service method based on distributed-hierarchical context awareness

InactiveCN101593319AProvide personalizationProvide intelligent servicesResourcesContext-aware servicesInformation transmission
The invention relates to a building construction engineering field oriented green construction pervasive service method based on distributed-hierarchical context awareness, which comprises the following steps: establishing a distributed-hierarchical construction context-aware service model; acquiring field construction parameters by a distributed field sensor group, and performing information transmission by a network communication access layer; filtering and interpreting information by a construction context acquisition layer, and modeling the information into a low-level construction context; fusing the information by a construction context reasoning layer to generate a high-level construction context, and performing construction service reasoning according to a knowledge base; and providing distributed active service which can perform dispatching management for engineering personnel by a construction context service layer. The method adopts a distributed-hierarchical mode to operate. The method can provide experience and reference for designing and realization of a method for the active provision of personalized and intelligent green construction service for building construction personnel in distributed network environment anywhere at any time.
Owner:中博建设工程集团有限公司 +1
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