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Retention and retrieval of organizational memory has been the concentration of many conceptualized models of an organizational memory information system (OMIS). This thesis presents an extended view for system development of an OMIS from a knowledge management perspective. The United States Air Force maintains various career-related mailing lists (listservs) for information technology (IT) specialists sponsored by the Air Force Communications Agency (AFCA). AFCA has realized the importance of monitoring the communication for patterns in content and behavior. This thesis details an experimental study, which includes a repository of computer-mediated communication (CMC) of IT specialists, analyzed by software created for this study, the OrgDiscovery system. This system is designed to visualize the content and behavior patterns of computer-mediated communication.This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.