Project research and development capability diagnosis method and system
A diagnostic method and capability technology, applied in database management systems, instruments, data processing applications, etc., can solve problems such as lack of perception of capabilities, difficulty in formulating improvement measures, high-intensity analysis, etc.
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Embodiment 1
[0085] Based on the foregoing scheme, the following embodiment 1 is specifically proposed:
[0086] 1. The system captures the data in the data source through threads every day to form a research and development data warehouse
[0087] 2. Classify the data in the data warehouse according to the indicators, and clean up some wrong or useless data, so as to facilitate the construction of subsequent data models.
[0088] 3. The diagnosis model is composed of three major dimensions: quality, efficiency, and platform capability. For each major dimension, there are corresponding sub-indicators. For example, quality will be composed of missed rate, delayed delivery rate, and test rejection rate. Efficiency is determined by demand. Delivery, requirements research and development cycle is composed, platform capability is composed of automation coverage and use case conversion rate.
[0089] 4. On the basis of the diagnostic model, formulate corresponding scoring rules and weight ratio...
Embodiment 2
[0094] Embodiment 2: Based on the same technical idea, the present invention also provides a project research and development capability diagnosis system, including:
[0095] The database building module is used to capture data in the data source through threads to form a research and development data warehouse;
[0096] The diagnostic module is used to input the R&D data in the R&D data warehouse into the pre-set data after cleaning and obtaining structured data.
[0097] The diagnostic model established first is used to conduct an overall diagnosis of R&D project capabilities through the diagnostic model, and obtain the scoring information corresponding to the diagnostic results;
[0098] The visual display module is used to generate a scoring report based on the scoring information corresponding to the diagnosis result, and display the outstanding items and problem points of related products;
[0099] Wherein, the diagnosis model is constructed according to the data captur...
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