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Proceedings ArticleDOI

Knowledge Networks and Knowledge Adjacencies

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TLDR
A way to represent the knowledge in the form of knowledge ontology is defined and system for generating knowledge networks that exist within the organization is defined.
Abstract
The modern enterprise is becoming larger and geographically distributed. The structure of companies is also becoming more complicated. Oraganizations are depending on knowledge within the enterprise and outside the enterprise. More and more individuals within organizations are parts of communities of practice which at times extend the boundaries of organizations. This necessitates people in the enterprise to have access to other individuals based on their roles and expertise [12]. Individuals within teams are constantly looking for sources of expertise that they don't have. In larger organizations, it becomes extremely difficult to identify the individuals that have the relevant expertise and get in touch with the individuals.Organizations and communities of practice have deployed knowledge management system to solve this problem with the belief that better implementation of information technologies [4] would result in more knowledge sharing and this would benefit the organizations. This has resulted in knowledge management research community being too focused on IT. A significant amount of knowledge is generated within the enterprise in communities of practice that consist of individuals both from within the enterprise and external to enterprise.There is no standard way to represent and access knowledge in the enterprise. Most of the knowledge within the enterprise resides in the form of documents, communications and in the mind of people. In this paper we define a way to represent the knowledge in the form of knowledge ontology. We also define system for generating knowledge networks that exist within the organization.

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References
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Journal ArticleDOI

Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks

TL;DR: Several case studies of Cytoscape plug-ins are surveyed, including a search for interaction pathways correlating with changes in gene expression, a study of protein complexes involved in cellular recovery to DNA damage, inference of a combined physical/functional interaction network for Halobacterium, and an interface to detailed stochastic/kinetic gene regulatory models.
Book

Working Knowledge: How Organizations Manage What They Know

TL;DR: The definitive primer on knowledge management, this book will establish the enduring vocabulary and concepts and serve as the hands-on resource of choice for fast companies that recognize knowledge as the only sustainable source of competitive advantage.
Journal ArticleDOI

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TL;DR: Work, learning, and innovation in the context of actual communities and actual practices are discussed in this paper, where it is argued that the conventional descriptions of jobs mask not only the ways people work, but also significant learning and innovation generated in the informal communities-of-practice in which they work.
Journal ArticleDOI

Knowledge Networks: Explaining Effective Knowledge Sharing in Multiunit Companies

TL;DR: Results from a study of 120 new product development projects in 41 business units of a large multiunit electronics company showed that project teams obtained more existing knowledge from other units and completed their projects faster to the extent that they had short interunit network paths to units that possessed related knowledge.
Proceedings Article

Knowledge discovery and data mining: towards a unifying framework

TL;DR: The KDD process and basic data mining algorithms are defined, links between data mining, knowledge discovery, and other related fields are described, and an analysis of challenges facing practitioners in the field is analyzed.
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