In an ideal Knowledge Management environment in an organization, two objectives need to be achieved. Firstly, knowledge workers should have customized informational support for their respective works and secondly, workers across the organization should be able to easily understand and utilize information produced from myriads of knowledge works. Unfortunately, in current KM research and practices, these two goals are rarely addressed together. In fact, most of the KM practices subscribe either to the task-based KM approaches or to the generic/universalistic KM approaches. Typically, each of them is either unable to cater to the need of the other category or provide some ad hoc measures. This paper examines the major issues from a very basic level to understand the problems and attempts to present a solution that systematically covers both the objectives of KM. In the process, it develops a theory, the Task-oriented Organizational Knowledge Management (TOKM), within which the problems are analysed and a viable solution is identified. TOKM gives us a set of design principles for building a new class of IT-based support systems which can serve as a major component of organizational KM. TOKM focuses on information usage in knowledge works and the scope of technology intervention in the related processes. In this paper, the Task-oriented Organizational Knowledge Management is presented as an Information System Design Theory (ISDT) for building integrated IT platforms for supporting organizational KM. In developing the design, the information requirements of knowledge workers in light of an information usage model of knowledge works is studied. Then the model is extended to study possibilities of more advanced IT support and formulate them in the form of a set of meta-requirements. Following the IS design theory paradigm, a set of artifacts are hypothesized to meet the requirements. Finally, a design method, as a possible approach of building an IT-based integrated platform, the Knowledge-work Support Platform (KwSP), is outlined to realize the artifacts in order to meet the requirements. KwSP is a powerful platform for building and maintaining a number of task-type specific Knowledge-work Support Systems (KwSS) on a common sharable platform. Each KwSS, for the task-type supported by it, can be easily designed to provide extensive and sophisticated support to individual as well as group of knowledge workers in performing their respective knowledge work instances.
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management