Multi-source department creation resource data fusion method
A technology of resource data and fusion method, which is applied in the field of data fusion of multi-source scientific and technological innovation resources, can solve problems such as the difficulty of integration and interoperability of various types of scientific and technological innovation resources, achieve enhanced standardization and content fusion, and improve the efficiency of data aggregation and fusion , Efficient cleaning effect
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[0034] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0035] Such as figure 1 As shown, this embodiment provides a multi-source science and innovation resource data fusion method, which includes data source feature analysis, rule configuration and collection, parsing and preprocessing, merging and deduplication, association assignment, topic identification and data fusion. The specific method Proceed as follows:
[0036] Data source feature analysis is used to analyze data types and source features, including source address, data distribution, storage format, data field, update mechanism, information dimension, data quality, etc., and study the hidden problems of each source data through feature mining , such as: different field standards, redundant strings, multiple information representations, irregular author signatures, Chinese-English mapping problems, etc. When the field standards are dif...
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