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An Expert Recommendation Method Combining Label Construction and Community Relationship Avoidance

A recommendation method and expert technology, applied in the direction of unstructured text data retrieval, special data processing applications, instruments, etc., to achieve the effect of improving work efficiency and improving scientificity

Active Publication Date: 2021-04-06
中科大数据研究院
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention aims at the problems existing in selecting experts in the current scientific and technological evaluation or review work, and proposes an expert recommendation method that combines label construction and community relationship avoidance

Method used

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  • An Expert Recommendation Method Combining Label Construction and Community Relationship Avoidance
  • An Expert Recommendation Method Combining Label Construction and Community Relationship Avoidance
  • An Expert Recommendation Method Combining Label Construction and Community Relationship Avoidance

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Embodiment Construction

[0042] The present invention aims at the problems existing in selecting experts in the current scientific and technological evaluation or review work, and proposes an expert recommendation method combining label construction and community relationship avoidance. Combining the complex relationships among experts such as colleagues, cooperation, alumni, etc., reasonably avoid experts, and recommend experts with high level, high influence and high sense of responsibility according to the field labels and influence of experts. It effectively improves the work efficiency of expert selection, and at the same time improves the scientificity, impartiality, independence and objectivity of scientific and technological evaluation or review.

[0043] The overall flowchart of the expert recommendation method is as follows: figure 1 As shown, including the following steps 1-3.

[0044] Step 1: Collect the patent database and paper database in the field of science and technology, extract th...

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Abstract

The invention discloses an expert recommendation method combining label construction and community relationship avoidance, which collects patent databases and paper databases in the field of science and technology, and extracts authors in the paper database and inventors in the patent database to form an expert list. Then complete the attribute information of experts, complete expert attribute extraction and field label extraction according to attribute information, and form an expert database in the field of science and technology according to the relationship between experts. Then filter the expert set S1 with high matching degree according to the expert's field label, get the expert set S2 that needs to be avoided, get the experts who are initially recommended, that is, S=S1‑S2, and sort according to the influence of the relevant field to get the final expert recommendation list. The present invention avoids experts reasonably, and recommends experts with high level, high influence, and high sense of responsibility according to the field labels and influence of experts. It effectively improves the work efficiency of expert selection, and at the same time improves the scientificity, impartiality, independence and objectivity of scientific and technological evaluation or review.

Description

technical field [0001] The invention belongs to the technical field of data mining, and in particular relates to an expert recommendation method combining label construction and community relationship avoidance. Background technique [0002] Experts are the main body of science and technology evaluation or review work. The personal quality and academic level of experts selected in the expert database are directly related to the quality of science and technology evaluation or review activities, and ultimately affect the quality and scientific nature of science and technology consulting and decision-making work. Therefore, it is very important to build a scientific expert database and select appropriate experts for scientific and technological evaluation or review. However, at present, there are problems such as incomplete information in the expert database and untimely updates in our country. At the same time, there are problems such as low efficiency and violations in the s...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/245G06F16/35
CPCG06F16/245G06F16/35
Inventor 冯凯彭亮王元卓刘冰冰康锐文贾士杨
Owner 中科大数据研究院
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