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Subject: Fwd: Re: fuzzy clustering extracts: linked semantic regions(graphs): KMi Project: Scholarly Ontologies: Doct Archive


Title: Fwd: Re: fuzzy clustering extracts: linked semantic re
Date: Wed, 23 Jul 2003 06:38:37 -0700
To: "cognite@zianet.com" <cognite@zianet.com>
From: Rex Brooks <rexb@starbourne.com>
Subject: Re: fuzzy clustering extracts: linked semantic regions (graphs):  KMi  Project: Scholarly Ontologies: Doct Archive
Cc: nilam@virginia.edu, cognite@zianet.com, rta@cs.colostate.edu, robnixon@execpc.com, clbullar@ingr.com, rexb@starbourne.com, kurt@kurtCagle.com, huml-list@oasis-open.com, ranjeeth@humanmarkup.com
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Thanks Sylvia,

I have bookmarked the kmi site and I have looked at a couple of the papers to survey the empirical approach to satisfy myself that it is not superficially flawed as much of the knowledge management field so dramatically (to me at least) is. This is not to cast aspersions on any of the bona fides, simply to assure myself that I am not likely to be chasing or hunting any wild geese, snarks or snipes, and I am satisfied that this material is on the other end of the spectrum, e.g., somewhat more academically constrained. However, in this current marketplace of ideas on semantic organizing principles or organizing principles for semantically related topics, this is more desireable than its opposite.

Ciao,
Rex

At 5:39 PM -0600 7/22/03, cognite@zianet.com wrote:
REF: "http://kmi.open.ac.uk/projects/scholonto/scholonto-archive.html <http://kmi.open.ac.uk/projects/scholonto/scholonto-archive.html>"

in particular,

------------------------ HTML


     Designing Representational Coherence into an Infrastructure for
     Collective Sensemaking

   Simon Buckingham Shum, Victoria Uren, Gangmin Li, John Domingue,
   Enrico Motta, Clara Mancini

   We discuss issues arising from the design, implementation and first
   use of a prototype infrastructure for distributed collective
   practice (IDCP), and reflect upon their intersection with some of
   the themes emerging from the Paris 2000 IDCP workshop. The problem
   of maintaining coherence in a distributed system is of central
   interest to us. We focus on the notion of representational
   coherence, and consider both process issues (the evolution of a
   discourse structuring scheme; tracing infrastructural history), and
   the affordances of the resulting product (uncertainty with respect
   to the scheme's application; ways to map the topography of the
   emergent representation, with particular interest in graph theory).
   Throughout, we highlight issues that could have broader implications
   for IDCPs.

   /2^nd International Workshop on Infrastructures for Distributed
   Collective Practices <http://weber.ucsd.edu/%7Egbowker/colloque/>.
   San Diego, 6-9 Feb. 2002./

   Adobe Acrobat
   <http://kmi.open.ac.uk/projects/scholonto/docs/SBS_DCP2002.pdf> |
   HTML <http://kmi.open.ac.uk/projects/scholonto/docs/SBS_DCP2002.html>




---------------------------------


     Semantic Structuring of Concepts found in Scholarly Literature: An
     Empirical Study using a Fuzzy Clustering Approach

Volker Stix and Victoria Uren

In this empirical study a concept map is reorganized and clustered in order to provide an intuitive structure for browsing. The concepts are represented as nodes created by the authors of articles but also by readers of these articles. Semantic dependencies are coded through links between the nodes to build a graph. We report an experiment in which such a concept graph is clustered through fuzzy clustering techniques in order to extract semantically dependent regions. These clusters can potentially act as new artificial concepts on a higher level of abstraction.

/In Proceedings SCI2003 <http://www.iiis.org/sci2003> 7th World Multiconference on Systemics, Cybernetics and Informatics (July 27-30 Orlando Florida USA)/

/Adobe Acrobat <http://kmi.open.ac.uk/projects/scholonto/docs/SCI2003fuzz.pdf>/


     Towards Scholarly Publishing on the Semantic Web


Simon Buckingham Shum  PI  Open U in UK

This presentation reports on progress 21 months into a 3 year DIM-funded project to develop and release a system that demonstrates a 'network-native' web environment for publishing scientific results. The ClaiMaker prototype enables researchers to 'make claims' (open to dispute of course) about the contributions of research publications, by summarising the key concepts associated with them, and their connections to the existing literature. ClaiMaker provides a menu of relationships for making scholarly argumentation links between concepts, and tools for interrogating the knowledge base. The literature in a field is thus represented as a network of claims and counterclaims, backed by evidence. This makes possible novel kinds of search and visualization of structures in the literature, for example, "What documents challenge this?", or "What is the intellectual lineage of this concept?". ClaiMaker has now been released for evaluation by a variety of research communities.

/Presentation at EPSRC DIMnet Workshop (Manchester University, 7-8 Oct 2002)/

Slides <http://kmi.open.ac.uk/projects/scholonto/slides/EPSRC-DIMnet-Oct02.ppt>


     Case Studies in Ontology-Driven Document Enrichment: Principles,
     Tools and Applications

   Enrico Motta, Simon Buckingham Shum and John Domingue

   In this paper we present an approach to /document enrichment,/ which
   consists of developing and integrating formal knowledge models with
   archives of documents, to provide intelligent knowledge retrieval
   and (possibly) additional knowledge-intensive services, beyond what
   is currently available using 'standard' information retrieval and
   search facilities. Our approach is /ontology-driven,/ in the sense
   that the construction of the knowledge model is carried out in a
   top-down fashion, by populating a given /ontology,/ rather than in a
   bottom-up fashion, by annotating a particular document. In the paper
   we give an overview of the approach and we examine the various types
   of issues (e.g., modelling, organizational and user interface
   issues) which need to be tackled to effectively deploy our approach
   in the workplace. In addition we also discuss a number of
   technologies we have developed to support ontology-driven document
   enrichment and we illustrate our ideas in the domains of electronic
   news publishing, scholarly discourse and medical guidelines.

   /International Journal of Human-Computer Studies
   <http://www.idealibrary.com/links/toc/ijhc/52/6/0> 2000, 52, (6),
   1071-1109. /

   PrePrint [Adobe Acrobat
   <http://kmi.open.ac.uk/projects/scholonto/docs/OntoDocEnrich-IJHCS-2000.pdf>]


         Scholarly Discourse as Computable Structure

       Simon Buckingham Shum, John Domingue and Enrico Motta

       In their initial proposal for structural computing (SC),
       Nürnberg et al. [18] point to hypertext argumentation systems as
       an example of an application domain in which structure is of
       first-order importance. In this paper we summarise the goals and
       implementation of a knowledge based hypertext environment called
       ScholOnto (for Scholarly Ontologies), which aims to provide
       researchers with computational support in representing and
       analysing the structure of scholarly claims, argumentation and
       perspectives. A specialised web server will provide a medium for
       researchers to contest the significance of concepts and emergent
       structures. In so doing, participants construct an evolving
       structure that reflects a community's understandings of its
       field, and which can support computational services for
       scholars. Using structural analyses of scholarly argumentation,
       we consider the connections with structural computing, and
       propose a number of requirements for generic SC environments.

       /Second International Workshop on Structural Computing
       <http://www.cs.colorado.edu/users/kena/workshops/sc2/>, San
       Antonio, Texas, June 3, 2000. ACM Hypertext 2000
       <http://www.ht00.org>/

       PrePrint: KMi Technical Report 93: [Adobe Acrobat
       <http://kmi.open.ac.uk/techreports/papers/kmi-tr-93.pdf>]

       http://kmi.open.ac.uk/projects/scholonto/scholonto-archive.html


--
 
Rex Brooks
GeoAddress: 1361-A Addison, Berkeley, CA, 94702 USA, Earth
W3Address: http://www.starbourne.com
Email: rexb@starbourne.com
Tel: 510-849-2309
Fax: By Request


--
Rex Brooks
GeoAddress: 1361-A Addison, Berkeley, CA, 94702 USA, Earth
W3Address: http://www.starbourne.com
Email: rexb@starbourne.com
Tel: 510-849-2309
Fax: By Request


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