Proceedings Article10.1109/IRI.2008.4583052
Context modeling for knowledge flow
Jianmei Guo,Yinglin Wang +1 more
- 13 Jul 2008
- pp 330-335
12
TL;DR: A conceptual framework of context-based knowledge flow is put forward, which is based on three spaces: task space, process space and knowledge space, and reflects the main features of the context of knowledge flow.
read more
Abstract: Knowledge flow exists in almost every collaborative teamwork environment and now it attracts much attention in the knowledge management field. As knowledge flow often takes place in specific context, context should be considered in the modeling of knowledge flow. However, previous models of knowledge flow lack deep studies on context modeling, which makes these models insufficient for real application. This paper puts forward a conceptual framework of context-based knowledge flow. In this framework, context is viewed as one indispensable element of knowledge flow, which is about how to create, transform, propagate and apply knowledge items. Then, TPK context model is proposed, which is based on three spaces: task space, process space and knowledge space. The multi-dimensional structures for the three spaces are suggested. The proposed model reflects the main features of the context of knowledge flow. Based on the model, context-aware knowledge reuse flow is detailed through a case study in product design domain. A system implementing the model is also developed and applied in enterprises.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Mining group-based knowledge flows for sharing task knowledge
Duen-Ren Liu,Chin-Hui Lai +1 more
- 01 Jan 2011
TL;DR: Algorithms that integrate information retrieval and data mining techniques to mine and construct group-based KFs (GKFs) for task-based groups can enhance organizational learning and facilitate knowledge management, sharing, and reuse in an environment where collaboration and teamwork are essential.
43
Applying knowledge flow mining to group recommendation methods for task-based groups
TL;DR: Experimental results show that the proposed group‐based recommendation methods have better performance than the personalized recommendation methods in recommending the needed documents for groups, and the recommended documents can fulfill the groups' task needs and facilitate knowledge sharing among groups.
15
Elicitación de requisitos no funcionales basada en la gestión de conocimiento de los stakeholders
Sandra L. Buitrón,Brenda L. Flores-Rios,Francisco J. Pino +2 more
- 03 Jan 2018
TL;DR: In this paper, the authors focus on establishing the different flows of transformation of knowledge generated in the NFR elicitation process by integrating different components of knowledge management -KM, which is valued by Focus Group technique and reporting experience with positive results for its implementation within the practices of organizations dedicated to software development.
Análisis de Flujos de Conocimiento en Proyectos de Mejora de Procesos Software bajo una perspectiva multi-enfoque
Brenda L. Flores-Rios,Francisco J. Pino,Jorge E. Ibarra-Esquer,Felix F. Gonzalez-Navarro,Oscar M. Rodríguez-Elias +4 more
TL;DR: This paper defines a framework for capture of different types of knowledge and identification of knowledge flows from the elements of a process reference model and proposes a strategy that supports the creation, exchange and evolution of knowledge involved in an SPI project.
9
References
A Dynamic Theory of Organizational Knowledge Creation
TL;DR: In this paper, the authors propose a paradigm for managing the dynamic aspects of organizational knowledge creating processes, arguing that organizational knowledge is created through a continuous dialogue between tacit and explicit knowledge.
Review: Knowledge management and knowledge management systems: conceptual foundations and research issues
Maryam Alavi,Dorothy E. Leidner +1 more
TL;DR: The objective of KMS is to support creation, transfer, and application of knowledge in organizations by promoting a class of information systems, referred to as knowledge management systems.
A survey on context-aware systems
Matthias Baldauf,Schahram Dustdar,Florian Rosenberg +2 more
- 01 Jun 2007
TL;DR: Common architecture principles of context-aware systems are presented and a layered conceptual design framework is derived to explain the different elements common to mostcontext-aware architectures.
Encyclopedia of Database Systems
Ling Liu,M. Tamer Zsu +1 more
TL;DR: This comprehensive reference contains 1,300 illustrated entries, organized alphabetically, providing easy access to important concepts relevant information on all aspects of very large databases, data management, and database systems, including areas of current interest and research results of historical significance.
From knowledge theory to management practice: towards an integrated approach
TL;DR: This paper critically contrasts the three main schools of thought on knowledge – namely, those that respectively conceptualize knowledge as situated in mind, process, and object – and assesses the resulting implications for knowledge management (KM).
334