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Building a Topic Map Repository

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Topic map as a knowledge structure for content representation ... Synonyms. O: Adding default occurrences ... Search with the term and all its synonyms ... – PowerPoint PPT presentation

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Title: Building a Topic Map Repository


1
Building a Topic Map Repository
  • Xia Lin Drexel UniversityPhiladelphia, PA

Jian Qin Syracuse UniversitySyracuse, NY
Presented at Knowledge Technologies Conference,
Seattle, Washington, March 2002
2
Current Environment
  • Topic map as a knowledge structure for content
    representation
  • The idea is easy to understand TAO.
  • The standard has been established.
  • There is a great demand for a good content
    representation structure and tools.
  • Topic maps are useful, but not practical yet.
  • How many good and useful topic maps can you find
    on the Web?

3
Issue 1 Standards
  • Topic maps are ISO standard -- ISO/IEC
    132502000.
  • XML Topic Maps(XTM) defines an abstract model and
    XML grammar for topic maps.
  • XTM does not define topic maps at the
    implementation level.
  • Each implementation may interpret XTM
    differently or define their own metadata with
    the framework of XTM.

4
Issue 2 Implementation
  • Topic Map implementation is hard.
  • There are no magic solutions for content
    representation.
  • It is labor-intensive and involves many manual
    activities to create a complete TAO.
  • There are no good tools for topic map creation.
  • XML is not designed to let end-users work
    directly on objects contained in a XML file.

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8
Topic Map Repository
  • Objectives
  • to integrate disparate knowledge structures
  • To facilitate the creation of topic maps
  • to promote user interactions with knowledge
    structures for more effective searching,
    browsing, and navigation.

9
Features of the Repositories
  • A scalable and expandable architecture
  • A neutral platform for integrating and displaying
    multiple knowledge structures.
  • The interoperability with other knowledge
    repositories.
  • Providing direct access to create, edit, and
    personalize the look and feel of interfaces and
    topic maps (without knowing XML and XTM).
  • Directly linkage to the Web or designated Web
    sites to allow effective utilization of topic
    maps.

10
The architecture
Knowledge Repository
topic maps
MYSQL Database
Java Servlets/JSP
Integrated Displays
Wrappers
Wrappers
Topic maps
Wrappers
Topic Maps
XSLT
XML Schema
Personal Customization tools
Other Repositories
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12
XTM Implementation
  • XTM is too flat
  • There are no levels of topics defined.
  • Many topics are used to provide definitions and
    scopes of content topics.
  • No clear separation of metadata and data.

13
TAO Enhancement
  • T Adding layers to topics.
  • A Defining specific association types
  • Parent-child
  • Synonyms
  • O Adding default occurrences
  • Connect topics to search engines through
    pre-defined search strategies.

14
Hierarchically-enhanced Topic Map structures
Theme
Knowledge Class (Topic map)
Branch (category)
Topic
Topic Topic
(order)
15
Define A Search Strategy for each Topic
  • soft links
  • Static urls are often broken after a while.
  • Links through search engines will often recover
    it.
  • Links through search engines will also find new
    relevant documents
  • If the query link is appropriately constructed.

16
Some basic Strategies
  • Search by the topic term alone
  • Search with the term and a scope term
  • Search with the term and all its synonyms
  • Search with the term and all the terms in its
    upper hierarchy
  • Search with the term and all the terms in its
    lower hierarchy
  • Search with the term and all the sibling terms

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18
System Management
  • Login
  • Access control
  • Editing tool
  • Multiple display formats
  • Import/Export functions

19
System Demo
20
Future Development
  • Multiple Knowledge Structures
  • Contains not only topic maps, but also
  • Thesauri
  • Ontologies
  • Cross-reference between topic maps.
  • Thesaurus-assisted topic map construction.

21
Future Development
  • Visual Displays
  • Based on semantics
  • Based on co-occurrence frequencies
  • Integration with other systems

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