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Enterprise search through automatic synthesis of tag clouds

Published: 25 March 2011 Publication History

Abstract

In a large organization, finding the right expert who can provide knowledge needed in a particular work context is critical to achieving higher levels of quality and productivity especially in the present scenario of a rapidly evolving technology and business environment where knowledge plays a vital role in value creation. Previous approaches to the problem of reliably finding experts in an area of knowledge focus on mapping employees to their knowledge based primarily on voluntary data inputs by users and minimally supplemented by data derived from enterprise systems. However, the generation of employee profiles through inputs is usually not based on a controlled vocabulary and therefore results in poor precision and recall in expertise search in addition to posing difficulties in integration with content search. In this paper, a novel approach that addresses some of these limitations is described wherein tag clouds for members are automatically generated from enterprise data. The paper also outlines the use of such tag clouds in an integrated search system that aims to provide an optimal set of experts as well as relevant content corresponding to a knowledge need.

References

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J. K. Suresh and Kavi Mahesh, Ten Steps to Maturity in Knowledge Management: Lessons in Economy. Chandos Publishers, Oxford, UK, 2006.
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Tim Berners-Lee, James Hendler and Ora Lassila, The Semantic Web. Scientific American, May 17, 2001.
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R. Mukherjee and J. Mao. Enterprise search: Tough stuff. Queue, 2(2):36--46, 2004.
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Ehrlich, K., Lin, C., and Griffiths-Fisher, V. Searching for experts in the enterprise: combining text and social network analysis. Proc. Group'07, 117--126. 2007.
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Whittaker, S., Jones, Q., Nardi, B., Creech, M., Terveen, L., Isaacs, E., Hainsworth, J.: ContactMap: Organizing communication in a social desktop. ACM Trans. Comput.-Hum. Interact. 11 2004 445--471.
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Becerra-Fernandez, I.: Searching for Experts with Expertise-Locator Knowledge Management Systems. ACL 01 Workshop on Human Language Technology and Knowledge Management 1 2001 9--16.

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  1. Enterprise search through automatic synthesis of tag clouds

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    COMPUTE '11: Proceedings of the Fourth Annual ACM Bangalore Conference
    March 2011
    194 pages
    ISBN:9781450307505
    DOI:10.1145/1980422
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 25 March 2011

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    Author Tags

    1. enterprise search
    2. expertise locator
    3. knowledge management
    4. knowledge search
    5. professional networking
    6. tag cloud

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