Knowledge Discovery Systems

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Knowledge Discovery Systems

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Knowledge Discovery Systems :

Knowledge Discovery Systems Dr. G C Mohanta, BE(Mech), MSc(Engg), MBA, PhD(Mgt) Professor

Knowledge discovery system:

Knowledge discovery system Knowledge discovery system supports the process of developing new tacit or explicit knowledge from data & information or from the synthesis of prior knowledge Two KM sub-processes are associated with KM discovery: Combination , enabling the discovery of new explicit knowledge and Socialization , enabling the discovery of new tacit knowledge.

Knowledge discovery systems (Contd.):

Knowledge discovery systems (Contd.) Newly created knowledge could be a better understanding of products or corporate vision. KM Mechanisms that facilitate socialization include: Apprenticeships, Employee rotation across areas, Conferences, Brain storming retreats, Cooperative projects across departments and Initiation process for new employees.

Knowledge discovery systems (Contd.):

Knowledge discovery systems (Contd.) KM Mechanisms that facilitate combination include: Collaborative problem solving, Joint decision making & Collaborative creation of documents At senior management level, new explicit knowledge is created by sharing documents & information

Knowledge discovery systems (Contd.):

Knowledge discovery systems (Contd.) Technologies facilitating combination for knowledge discovery systems are: Data bases and Web-based access to data Reconfiguration of existing information can lead to new knowledge through: Sorting, Adding, Combining and Categorizing of explicit knowledge.

Knowledge discovery systems (Contd.):

Knowledge discovery systems (Contd.) Combination can be facilitated by following technologies: Repositories of information, Best practice data-bases and learned systems Technologies can also facilitate socialization Technologies for facilitating socialization are: Video conferencing and Electronic support for communities of practice.

KM Discovery Processes & Systems and Associated Mechanisms & Technologies:

KM Discovery Processes & Systems and Associated Mechanisms & Technologies KM Processes KM Systems KM Sub-Processes Illustrative KM Mechanisms Illustrative KM Technologies Knowledge Discovery Knowledge Discovery Systems Combination Meetings, telephone conversations, collaborative creation of documents Databases, Web-based access to data, data mining, repositories of information, Web portals, best practices and lessons learned -do- -do- Socialization Employee rotation across departments, conferences, brainstorming retreats, cooperative projects, initiation of employees Video conferencing, electronic discussion groups, e-mail

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