Method and system for document citation network visualization and document recommendation
A technology for citing and recommending methods, applied in network data indexing, network data retrieval, special data processing applications, etc., can solve the problems of not reaching scientific researchers at a glance, not taking into account the value of citation behaviors, and not displaying ranking models. , to ensure the accuracy and recall rate, and avoid the effect of cold start
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[0019] Below in conjunction with accompanying drawing, the present invention will be further described:
[0020] as attached figure 1 The flow chart of the document sorting module is shown:
[0021] A1-A3: Data collection and processing stage. After the user enters keywords, relevant documents are crawled from the literature website, relevant information is obtained and the full text is downloaded and stored in the database, and incomplete data with missing information are screened and processed.
[0022] A4: The word segmentation processing stage for the abstract and keywords of the document: use the vector space model, and use the text similarity algorithm to calculate the cosine similarity between the query document and the candidate similar document. The text similarity algorithm first divides the text into words, calculates the word frequency, and then Combined with cosine similarity to calculate the similarity between documents. Including word segmentation unit, part-o...
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