Data and Knowledge Processing (DKPro) - A middleware for natural language processing applications

DKPro(数据和知识处理)是一个在计算语言学/自然语言处理领域的研究软件，拥有全球用户基础。它在开发研究原型的工具提供商和希望使用这些原型的研究人员以及寻求将NLP技术集成到其应用程序中的开发人员之间架起了一座桥梁。因此，DKPro作为研究软件的聚集者和集成者在社区中扮演着重要的角色，这些软件不容易被取代，类似于Linux发行版在操作系统领域所扮演的角色。尽管经过近10年的不断发展，DKPro的发展主要依靠少数几个人。在建立明确的社区进程和社区治理以最终提供社区驱动的可持续发展模式方面取得了进展，但进展非常缓慢。因此，这项提议的目的是提供资源，以加速和推动这一进程，并在其后自我维持的三年中产生足够的势头。我们提出了一套针对技术和管理问题的一揽子工作方案，目的是建立一个庞大的用户和开发人员社区，使其能够在资金期限过后继续开发和维护。一个目前可用的资源无法解决的主要技术差距是缺乏与Clarin-D等大型基础设施项目以及Knime或RapidMiner等面向用户的分析环境的接口。在行政方面，一个主要目标是建立一个伞式组织，具有明确的社区治理概念，将推动进一步的发展，并通过研讨会和研讨会吸引社区的参与。我们相信DKPro是这一呼吁下的一个很好的资金候选者，因为其规模较小但活跃的开发人员社区已经确定并讨论了可持续发展的问题，并准备为拟议的工作方案做出贡献。作为DKPro软件的作者，我们不仅在技术层面上贡献了大量的经验，而且在组织层面或研究和开源社区的层面上也贡献了相当多的经验，多年来我们一直在积极参与和贡献。DKPro已经拥有一套高度专业的工作流程，用于归档、版本控制、问题跟踪和文档编制，以及适合学术界和工业界的许可模式。因此，DKPro是社区驱动的转换过程的一个很好的例子，我们计划将其记录下来，作为以后类似案例的参考示例。

DKPro (Data and Knowledge Processing) is a research software in the field of computational linguistics / natural language processing with a world-wide user base. It bridges the gap between tool providers that develop research prototypes on one side and on the other side researchers who want to use those prototypes as well as developers that seek to integrate NLP technology into their applications. Thus, DKPro plays an important role in the community as aggregator and integrator of research software that cannot be easily replaced, similar to the role that Linux distributions play in the realm of operating systems. Despite being continuously developed since almost 10 years now, the development of DKPro rests mainly on a few individuals. Progress towards a well-defined community process and community governance to eventually provide a community-driven sustainability model is present but very slow. Therefore, this proposal is designed to provide the resources to accelerate and drive this process and generate sufficient momentum over the course of three years that runs self-sustained afterwards. We propose a set of work packages that target both technical and administrative issues with the goal to establish a large user and developer community that will enable a continued development and maintenance after the funding period. One major technical gap, that cannot be addressed with the currently available resources, is the lack of interfaces to big infrastructure projects like CLARIN-D and to user-facing analytics environments like KNIME or RapidMiner. On the administrative side, a main goal is to establish an umbrella organization with a clear community governance concept that will drive the further development and engage the community through workshops and seminars.We believe that DKPro is an excellent candidate for funding under this call, as its small but active developer community has already identified and discussed the problems of sustainable development and are ready to contribute to the proposed work packages. We contribute considerable experience not only at the technical level as authors of the DKPro software, but also on the organizational level or on the level of research and open-source communities, where we have been actively participating and contributing over many years.DKPro already has a highly professional set of workflows for archiving, versioning, issue tracking and documentation as well as a licensing model that is suitable for academia and industry. DKPro is thus a good example for a community-driven transformation process, which we plan to document as a reference example for later similar cases.