基于与自然语言处理模块集成的项目管理web服务体系结构

G. A. Yegoshyna, S. M. Voronoy
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引用次数: 0

摘要

提出了一种基于自然语言处理模块集成的项目管理web服务智能化方法。支持这些系统的高可靠性、可扩展性和接口灵活性是为各种类型软件系统的开发人员提供有效工具的必要条件。研究表明,软件开发的一个普遍趋势是增加软件的可移植性,以确保在不同的运行时环境中使用相同的应用程序的可能性。强调了使用“api优先”概念的优点。考虑了“API优先”web服务器架构的特点,其中对web服务的所有请求都通过单个web API接口执行,资源密集型web页面的形成被转移到同一主机上的单独结构或单独的web服务器上。考虑了使用自然语言处理工具来提高项目管理web服务的效率和可用性的优点。提出了项目管理web服务数据库结构。会话界面的所有自然语言处理数据由用户意图列表、实体集合列表、实体(搭配或词集)组成。它将以适当的格式自动存储在每个外部语言处理web服务中。给出了具有内部和外部API功能的原型业务逻辑的示例。大多数外部自然语言处理服务处理程序都与此业务逻辑密切相关。
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Architecture of project management web services based on integration with natural language processing modules
A method for intellectualizing project management web services based on integration with natural language processing modules is proposed. The supporting of high reliability, extensibility and flexibility of the interface of such systems is a necessary condition for the providing of effective tools for developers of software systems of various profiles. It is shown that a prevalent trend in software development is to increase the portability of software in order to ensure the possibility of using the same application in different runtime environments. The advantages of using the concept of “API-first” are highlighted. The features of the “API-first” web server architecture are considered, in which all requests for web services are executed through a single web API interface, and the resource-intensive web pages formation is transferred to a separate structure on the same host or to a separate web server. The advantages of using natural language processing tools to improve the efficiency and availability of project management web services are considered. Project management web service database structure is proposed. All the natural language processing data for the conversational interface consist of user intents list, entities collections list, entities (collocations or word sets). It will be stored within each external language processing web service in the appropriate format automatically. Examples of prototype business logic with functions for the internal and external API are shown. Most of the external natural language processing service handlers are closely related to this business logic.
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