Automatic archive editing method
An archival and automatic technology, applied in special data processing applications, instruments, unstructured text data retrieval, etc., can solve problems such as high labor costs, inability to guarantee the quality and value of archive compilation and research results, and low work efficiency
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Embodiment 1
[0061] In this embodiment, the classification algorithm proposed by the present invention is tested and evaluated. First, among the collected 1000 archive texts, 40 texts are randomly selected from each category to classify and train the method involved in the present invention, and the remaining 960 archive texts will be The test and evaluation of the classification results of the method involved in the present invention as the text set to be classified; wherein, there are 222 document files, 216 scientific and technological files, 162 accounting files, 95 personnel files, and 43 audio-visual files. There are 86 comprehensive photos, 35 physical archives, 40 archived documents, and 61 periodical archives. The precision, recall and F1 (harmonic average of recall and precision) are used respectively. Number) three indexes of test value evaluate classification result, and test evaluation result is as shown in table 1;
[0062] Table 1 Classification result test evaluation form ...
Embodiment 2
[0069]The device for implementing the method for automatic file compilation and research involved in this embodiment has a main structure consisting of a client browser 1, a file information input and management module 2, a file compilation and research module 3, and 7 databases linked to it. Wherein, the file information entry and management module 2 includes three functional module units: the catalog management sub-module 4 in the volume, the file catalog management sub-module 5 and the expert registration card information sub-module 6; Module 7, file size index compilation and research sub-module 8 and expert information compilation and research sub-module 9 are composed of three functional module units connected by electronic information; file entry and management module 2 enters file information and maintains the file information. File directory and expert registration card file information are categorized and summarized; file editing and research module 3 automatically re...
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