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Authors: Hans Friedrich Witschel ; Barbara Thönssen and Jonas Lutz

Affiliation: Fachhochschule Nordwestschweiz, Switzerland

Keyword(s): Information Management, Clustering, Topic Tree Induction, Cluster Labeling.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Enterprise Information Systems ; Intelligent Information Systems ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Metadata and Structured Documents ; Organizational Memories ; Symbolic Systems ; Tools and Technology for Knowledge Management

Abstract: Managing information based on hierarchical structures is prevailing, be it by storing documents physically in a file structure like MS explorer or virtually in topic trees as in many web applications. The problem is that the structure evolves over time, created individually and hence reflecting individual opinions of how information objects should be grouped. This leads to time consuming searches and error prone retrieval results since relevant documents might be stored elsewhere. Our approach aims at solving the problem by replacing or complementing the manually created navigation structures by automatically created ones. We consider existing approaches for clustering and labelling and focus on yet unrewarding aspects like having information objects in inner nodes (as it is common in folder hierarchies) and cognitively adequate labelling for textual and non-textual resources. Evaluation was done by knowledge experts based on a comparison of retrieval time for finding given documents in manually and automatic generated information structures and showed the advantage of automatically created topic trees. (More)

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Paper citation in several formats:
Friedrich Witschel, H.; Thönssen, B. and Lutz, J. (2014). Where Did I(T) Put It? - A Holistic Solution to the Automatic Construction of Topic Trees for Navigation. In Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2014) - KMIS; ISBN 978-989-758-050-5; ISSN 2184-3228, SciTePress, pages 194-202. DOI: 10.5220/0005075201940202

@conference{kmis14,
author={Hans {Friedrich Witschel}. and Barbara Thönssen. and Jonas Lutz.},
title={Where Did I(T) Put It? - A Holistic Solution to the Automatic Construction of Topic Trees for Navigation},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2014) - KMIS},
year={2014},
pages={194-202},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005075201940202},
isbn={978-989-758-050-5},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2014) - KMIS
TI - Where Did I(T) Put It? - A Holistic Solution to the Automatic Construction of Topic Trees for Navigation
SN - 978-989-758-050-5
IS - 2184-3228
AU - Friedrich Witschel, H.
AU - Thönssen, B.
AU - Lutz, J.
PY - 2014
SP - 194
EP - 202
DO - 10.5220/0005075201940202
PB - SciTePress