Selection of Key Features of Correction Strategies for Community Corrections Personnel and Method of Case Marking
Jiade Wang, Yang Yang, Yunxia Liu, Zhifeng Zhang, Lihua Fu · 2021
The traditional community correction model adopts the method of artificially formulating correction strategies, which has problems such as strong subjectivity and inconsistent judicial level. Because of the wide distribution of community corrections personnel, the uneven standards for correction strategy formulation by local judicial personnel and the problem that it is almost impossible to form effective correction strategies in poor and remote areas, and the amount of data for correction personnel information is large, the way to manually formulate correction strategies The efficiency is low. This paper proposes a clustering algorithm for correcting personnel status information based on feature subspace, localizes the high-dimensional data search problem in related dimensions, solves the problem of automatic labeling of correction strategy tags, and provides some references for judicial personnel to formulate correction strategies.