Project research and development capability diagnosis method and system
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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.
Pending Publication Date: 2022-05-10
深圳市和讯华谷信息技术有限公司
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In order to solve the past problems of no perception of R&D process capabil...
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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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Abstract
The invention discloses a project research and development capability diagnosis method and system, and the method comprises the steps: carrying out the data capturing of a data source through a thread, and forming a research and development data warehouse; the method comprises the following steps: cleaning research and development data in a research and development data warehouse to obtain structured data, inputting the structured data into a pre-established diagnosis model, performing overall diagnosis on the research and development project capability, and obtaining scoring information corresponding to a diagnosis result; based on scoring information corresponding to the diagnosis result, a scoring report is generated, and excellent items and problem points of related products are displayed; management personnel and project personnel can determine the future product research and development direction according to the current situation of the product clearly displayed by the diagnosis scheme, and a strategy is made for the project. And in the research and development implementation and improvement process, the change data of the returned warehouse is reflected in the diagnosis system again to form closed-loop management. According to the scheme, the problems that in the prior art, the research and development process capacity is not perceived, high-intensity analysis is achieved, and improvement measures are difficult to formulate are solved.
Description
technical field [0001] The present invention relates to a method and system, in particular to a method and system for diagnosing project research and development capabilities. Background technique [0002] Existing projects often generate a large amount of data during the research and development process, but most of these data may be semi-structured or even unstructured data. As a result, many products do not integrate and utilize these data. If they do better, they will initially integrate these data and define them as indicators. However, due to the many indicators and different target groups, it is often impossible to grasp the key points and directly point out the problem. It takes a lot of time to re-analyze, and the expected effect may not be achieved, which is time-consuming and labor-intensive. Contents of the invention [0003] The purpose of the present invention is to provide a method and system for diagnosing project R&D capabilities. After data is cleaned to...
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