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1 results about "Keyword extraction" patented technology

Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document. Key phrases, key terms, key segments or just keywords are the terminology which is used for defining the terms that represent the most relevant information contained in the document. Although the terminology is different, function is the same: characterization of the topic discussed in a document. The task of keyword extraction is an important problem in Text Mining, Information Retrieval and Natural Language Processing.

Value calculation method and device for application program

ActiveCN110489758ASolve the problem of measuring similaritySpecial data processing applicationsEnergy efficient computingKeyword extractionCosine similarity
The invention provides a value calculation method and device for an application program. The method comprises: obtaining description information of the application program and comment information of auser from an application program website; extracting keywords from the description information and the comment information through a keyword extraction algorithm; respectively converting the keywordsand preset value vocabularies into word vectors with semantic features by using a word embedding Word2vec model, calculating the similarity between the keywords and the value vocabularies through cosine similarity, and constructing a similarity matrix of the keywords and the value vocabularies; and according to the similarity matrix of the keywords and the value vocabularies, calculating the probability of the value of the application program through a naive Bayes algorithm, and scaling the probability of the value of the application program into a value score. The word embedding Word2Vec algorithm is adopted, so that the problem of measurement of similarity among vocabularies is solved; and based on the naive Bayesian algorithm, obtaining the mapping relationship between the applicationprogram and the value category.
Owner:深圳市和讯华谷信息技术有限公司
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