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Papers, authors and journals sorting models and sorting methods for scientific literature

A sorting model and sorting method technology, applied in the field of digital library, can solve the problem of no paper ranking

Inactive Publication Date: 2011-12-28
PEKING UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

But on the one hand, the focus of its work is on the clustering and classification of articles, and its ranking is only the ranking of conferences and authors, without ranking papers

Method used

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  • Papers, authors and journals sorting models and sorting methods for scientific literature
  • Papers, authors and journals sorting models and sorting methods for scientific literature
  • Papers, authors and journals sorting models and sorting methods for scientific literature

Examples

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Embodiment Construction

[0046] The present invention is further described by examples below, but it should be noted that the purpose of announcing the embodiments is to help further understand the present invention, but those skilled in the art can understand: without departing from the spirit of the present invention and the appended claims Various substitutions and modifications are possible within the scope. Therefore, the present invention should not be limited to the content disclosed in the embodiments, and the protection scope of the present invention is subject to the scope defined in the claims.

[0047] Such as Figure 4 As shown, an implementation step based on the technical solution of the present invention includes the following parts: collection of papers, extraction of paper content, further analysis of content, storage and interface design, modeling and sorting algorithms, and external search services:

[0048] Among them, in the collection of papers, you can download paper informati...

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Abstract

The invention discloses a sorting model and sorting method for papers, authors and periodicals oriented to scientific and technological documents, belonging to the field of digital libraries. According to the characteristics of the scientific research literature network, the present invention proposes a PAJ model, which is a directed graph, including three nodes of papers, authors, periodicals or conferences and five relationships among the three nodes. The invention also proposes a sorting method based on the PAJ model, which includes: extracting scientific research literature entities; establishing a PAJ model; generating a transition probability matrix; calculating the matrix and generating results. The algorithm uses matrix iterative calculation to achieve a convergent result, which is used as the basis for ranking, which can fully tap the internal relationship of the scientific research literature network, and the ranking results of each entity are accurate and credible.

Description

technical field [0001] The invention provides a sorting model and a sorting method of scientific and technological documents, belonging to the field of digital libraries. Background technique [0002] A research literature network is a network of authors, papers and journals or conferences such as figure 1 As shown, in this network, the author writes the article, and the article is published in the corresponding journal or conference, and at the same time, there is a mutual citation relationship between the articles. [0003] Scientific researchers need to consult a large number of papers in order to carry out research work. How to choose important journals or conferences, as well as influential papers of important authors for research, is an important part of scientific research. [0004] So far, the existing technologies on the scientific research literature network include: [0005] 1. ArnetMiner prototype system (http: / / www.arnetminer.org / ) developed by Tang Jie and o...

Claims

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Application Information

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IPC IPC(8): G06F17/30
Inventor 方国栋邓志鸿
Owner PEKING UNIV
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