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