]> AKT Research Map Ontology This file contains the OWL representation of the AKT Research Map that is based on the AKT Research map Ontology that is an extension of AKT Support and Portal Ontology. This file is automatically generated by KBST-EM (Knowledge Based Support Tool for Enterprise Modelling) and its OWL translator. Relevant information can be found at http://www.aiai.ed.ac.uk/~jessicac/project/akt-map-html/top-level.html, http://www.aiai.ed.ac.uk/~jessicac/ and http://www.aktors.org 1.0 AKT Project Yun-Heh (Jessica) Chen-Burger 2003-08-29 Use of DOME, to acquire knowledge from the Web from similar structured pages. Hugh Glaser This activity is also called Web Scraping. Apply NL analysis techniques on Web Pages to extract specific types of information as described in an Ontology. This information then is used to generate an XML file and sent to the ArtEquAKT Ontology Server. Harith Alani Early 2001 ArtEquAKT Project on-going Dave Robertson Agent Based Computing Computational Logic, Knowledge Sharing This system was build geared towards giving directional guidance for helping the user to determine the suitability of database resources for data-mining. The system rates the suitability and provides the user with recommendations for future actions. Stephen Potter March 2001 Data Mining Decision Support Systems, Expert Systems Finished on December 2001 Stuart Aitken 2002 Information Extraction, Machine Learning Natural Language Processing, Semantic Web Area, Ontologies on-going OntoPortal exploited potential of creating Ontologically motivated Hypertext. Based on its success, further research results in Eskimo and further publications. Simon Kampa 1999 Semantic Web and Hypertext finished on 2001 Take in XML File generated by the NL System (e.g. using Gate, and the system generated by Sanghee Kim, etc.). This XML file is then parsed to create the appropriate instances and relations in the knowledge base (the ArtEquAKT KB). The information is then compared and analysed to identify and merge duplicates. Part of the relevant knowledge is then sent to and stored in the MySQL. Ontology Population, Knowledge Retrieval, Knowledge Consolidation The E-Services Framework was built under the OPCit project. The OPCit project explores the possibilities of adding citation linking to a large collection of physics papers. Citation meta-data is recorded and exchanged using the OAI format standard. The e-services framework provides a generic platform for harvesting this meta-data and providing additional services, such as co-citation maps, knowledge services and visualisation. Simon Kampa 2002 Digital Library and Hypertext finished in 2002 To try to clarify the different terminologies used by different people for different things. Steve Harris 2001 Knowledge Technologies, System Integration Knowledge Management on-going The aim is to build a system that efficiently stores and retrieves large amount of RDF data as triples and provides limited taxonomic inference. Interactions with triple store is provided by HTTP based API that is based on the OKBC specification. (OKBC was developed by DARPA High Performance Knowledge Base programme). Nick Gibbins 2001 Semantic Web Area Databases on-going Ontologies Knowledge Reuse, Knowledge Management, Semantic Web Area Triple Store is a RDF Knowledge Base that has a OKBC interface capability. The raw information was gathered using DOME from UK computer science web pages and transformed into RDF format also using DOME.Additional complimentary data that is available to the research, such as Southampton database, scholar knowledge from Open University's Ontology Server and RAE data are also been translated into RDF format.This data is stored in CVS (Concurrent Versioning System) that holds RDF format data. CVS is a file system that tracks changes that provides source data and updates for Triple Store. Www.hyphen.info: The www.hyphen.info stores the RDF information of the Triple Store, it also provides interfaces to view the Triple Store. The work involves looking at trust as a factor in promoting the use of knowledge. Trust has been isolated as a key factor in the Semantic Web. This work is aimed at providing an AKT methodology for determining trust and ontology of meta-data that will help establish trust in knowledge sources. Kieron O'Hara Nov 2002 Knowledge Management Semantic Web Area on-going COHSE extends previous research in dynamic linking to provide Ontologically controlled hypertext. Users annotate part of the document as being about a particular concept in an Ontology. The DSL component of COHSE then uses the structure explicit in the Ontology to increase the breadth and depth of linking. Simon Kampa 2001 Semantic Web and Hypertext finished on 2001 Defining a formal life cycle calculus with a semantic based on the Barwise-Seligman Information Flow theory, and implementing a prototype based on the theory. Jan 2001 Formal Methods, Knowledge Lifecycle Knowledge Engineering, Knowledge Management, Knowledge Reuse The formal description of the knowledge life cycle is finished, currently exploring further uses of the life cycle calculus. This work integrates the triple store and the AKT Ontology with the project's document collections. It provides a basis for the AKTive Portal. The mechanism of the work is to look for terms in a document which mapped to concepts in an Ontology that is part of the Triple Store, it then traverse the Ontology and looks for similar concepts. It then tries to find documents that are related to that concepts and creates links between the source document and the related documents. Steve Harris 2001 Knowledge Publishing, Open Hyper-Media Ontologies, Semantic Web Area, Hypertext, Annotation Implement AKT2 (by Les Carr) on-going This work integrates the triple store and the AKT Ontology with the project's document collections. It provides a basis for the AKTive Portal. Les Carr Knowledge Publishing Ontologies, Semantic Web Area, Hypertext, Annotation Triple Store Activity on-going This work integrates the triple store and AKT Ontology with the project's document collections. It provides a basis for the AKTive Portal. The mechanism of the work is to look for terms in a document which mapped to concepts in a Ontology that is part of the Triple Store, it then traverse the Ontology and look for similar concepts. It then tries to find documents that are related to that concepts and creates links between the source document and the related documents. Steve Harris 2001 Knowledge Publishing, Open Hyper-Media Ontologies, Semantic Web Area, Hypertext, Annotation Implement AKT2 (by Les Carr) on-going The main work is to implement MnM and its interface: mapping different packages, i.e. Amilcare and another extraction algorithm (details to be filled) , in order to provide plug-ins for MnM. As a part of the activity, it uses Marmot as a parser, and Badger and Crystal are used together for learning and extraction tasks. Mattia Lanzoni September 2001 Semantic Web Area Ontologies, Information Retrieval, Information Extraction getting the 2nd version of MnM. Community of Practice, Ontology Network Analysis Semantic Web Area, Knowledge Discovery This a part of AKT Work. AKT project supports ArtEquAKT. This is a joint piece of work between Equator Project and AKT project. The equator project investigates the relationships between digital and physical realities. ArtEquAKT is to automatically generate biographies of artists directly from content of the web. Various publications have already been generated (3+). It has also lead to an European Union funded project, Sculpteur. Component Technologies: are the integration of search engineer, NL techniques to harvest content from the Web against the reference ontology that describe important information about artists. It also uses NL generation techniques to generate a NL Web Page. Nigel Shadbolt Search Engine, Natural Language Techniques, Natural Language Generation, Syntactic and Semantics Parsing, Ontologies This research provides an indexing structure making use of two resources: (1) AKT ontology and (2) archives, such as AKT Planet (newsletter) and E-Print publications. The navigation interface captures user queries and feedbacks using visual interfaces that are integrated with the indexing structure. Based on the feedback, the user can give further instructions which will change the weight on the indexing mechanism hence provides a more responsive and modified feedback. The interactive dialog between the user and the system may be recorded for reuse. The name of the framework is Lincoln. Information Retrieval and Navigation Ontologies, Natural Language Processing Dave Robertson Automated Synthesis Ontologies, Communication Dave Robertson Knowledge Lifecycle Computational Logic Investigate text representation and learning using ILP and make use of Ontology of the domain. Texts were taken from Nature and New Scientist. Stuart Aitken 2001 Information Extraction, Machine Learning Natural Language Processing, Semantic Web Area, Ontologies on-going Dave Robertson Knowledge Reuse, Ontology Extraction Computational Logic This activity is closely linked to the "Characterising Knowledge Sources" activity by Derek Sleeman. Using NLP techniques to extract relevant concepts and relations from free text. Srinandan Dasmahapatra Aug 2001 Natural Language Processing, Machine Learning Ontologies on-going May 2002 on-going It uses a range of methods to eliminate duplicates and maintain identity of references in a populated Ontology (Knowledge Base). Hugh Glaser Referential Integrity Services This work is about producing a knowledge model that describes information about disaster relief scenarios, then provides reports based on the dynamic development of the environment. The specific application used here is the flood disaster relief. Steve Harris early 2002 Use of Knowledge in Situation Awareness, finished Nick Gibbins Nov 2001 Semantic Web Area, OWL Knowledge Representation on-going The main work is to represent AKT in the W3C Web Ontology Working Group to ensure that the Web Ontology Language (OWL) currently in the process of standardisation meets AKT's requirements for knowledge representation language. The main task is to participate in and influence the design process of OWL, and to provide current awareness to AKT. Nick Gibbins Nov 2001 Semantic Web Area, OWL Knowledge Representation on-going Perform an assessment of the maturity of KA techniques that are currently available for acquiring knowledge from natural language. TMA: Technology Maturity AssessmentKA: Knowledge AcquisitionNL: Natural Language Oct 2000 Knowledge Acquisition Natural Language Finished in Feb 2001. Kieron O'Hara 2000 on-going The objective of this work is to investigate brokering architecture that is particularly needed for the semantic web and implement a suitable brokering mechanism for this purpose. Dec 2001 Agent Based Computing Ontologies, Problem Solving Methods, Knowledge Management, Semantic Web Area on-going Nigel Shadbolt Stuart Aitken 2002 Ontologies SAT (Satisfiability Checking) on-going This work generates biographies of artists using story-templates that retrieves specific information from the knowledge base. Dave Robertson Knowledge Management Computational Logic, Knowledge Lifecycle, Agent Based Computing Knowledge Modelling, Knowledge Sharing, Inconsistency Checking Knowledge Representation, Knowledge Engineering, Ontologies Geographically visualise the research themes of UK research groups. The maps are dynamically created by contacting the AKT triple store. Knowledge filters are used to provide quality measures and supporting evidence. Simon Kampa 2002 Semantic Web Area on-going Nigel Shadbolt Stuart Middleton This work research on the automating of business processes or workflow and their behaviours when used in the context of a distributed environment. This work is particularly interested in applied in a virtual organization or in a supply-chain management scenario. Yun-Heh Chen-Burger Business Process Modelling, Workflow Knowledge Management, Agent Based Computing, Semantic Web Area on-going CoAKTinG (Collaborative Advanced Knowledge Technologies in the Grid) is a project that started in June 2002 and runs for 24 months. It is funded by the UK e-Science Programme.It home page is: http:--www.aktors.org-coakting- Nigel Shadbolt June 2002 Ontologies, Presence, Visualisation on-going Classification of research areas of people and their interests. Yannis Kalfoglou 2002 Classification of Objects and their Attributes Classification Systems FCA book (Wille and Ganter) Research in Ontology Mapping and Merging on-going Nigel Shadbolt Enrico Matto. This approach aims to generate maps between reference and local ontologies in the form of infomorphisms. Yannis Kalfoglou 2002 Ontology Mapping Develop A Method For Ontology Mapping And Merging (Marco's Activity) on-going Semantic Web makes a unique name assumption that is invalid, so that an object may be referred to many different URIs. The goal of this work is to investigate techniques whether two different URIs are in fact the same objects. Srinandan Dasmahapatra Sep 2002 Machine Learning to Resolve References, Referential Integrity Services on-going Semantic Web makes a unique name assumption that is invalid, so that an object may be referred to many different URIs. The goal of this work is to investigate techniques whether two different URIs are in fact the same objects. Nick's main focus is to investigate the use of ontology structure to resolve the reference in respect to the on-going OWL work. Nick Gibbins 2001 Referential Integrity Services Semantic Web Area Managing and Ensuring Referential Integrity of Ontology for the Semantic Web (Nigel's activity) on-going Semantic Web makes a unique name assumption that is invalid, so that an object may be referred to many different URIs. The goal of this work is to investigate techniques whether two different URIs are in fact the same objects. Nick's main focus is to investigate the use of ontology structure to resolve the reference in respect to the on-going OWL work. Nick Gibbins 2001 Referential Integrity Services, Semantic Web Area Managing and Ensuring Referential Integrity of Ontology for the Semantic Web (Nigel's activity) on-going Use statistical techniques to extract key words useful for classification of E-Prints against ACM and other ontologies. Srinandan Dasmahapatra Dec 2002 Text Classification, Information Retrieval on-going Theorising about community of practice, specifically looking at the ways of using Ontologies to identify communities. Providing the theory that underlies the OntoCopi algorithm and providing justifications for the use of formal algorithm to identify informal groups. Kieron O'Hara 2001 Organizational Modelling Enterprise Modelling on-going, approaching maturity Examine theories from economics and finance looking at knowledge as a commodity and reviewing methodologies and technologies for placing a value on items of knowledge. Kieron O'Hara 2001 Economics Finance, Knowledge Management on-going Main collaborators are Mike Brady, David Hawkes. It is an Ontology mediated resource for academic information in the UK, with a particular emphasis on CS. www.hyphen.info Knowledge Publishing, Interactive Web Site, Knowledge Services Semantic Web Area, Knowledge Technologies online ACM Classification Scheme (1998) Yannis Kalfoglou Online Classification Scheme This is the generic ontology that includes the AKT Support Ontology and AKTive Portal Ontology. by Kevin Paige and Ben Juby by Marc Einstadt This is a RDF store for UK academic information. by Simon Buckingham-Shum Southampton AKTors Thematic Network for disseminating Ontology technology to industry Yannis Kalfoglou EU dissemination reports Ontologies by Austin Tate, Stephen Potter, Jeff Dalton, Jessica Chen-Burger http:--www.aiai.ed.ac.uk-project-ix The KMI, OU, planet newsletters are classified in different categories. AKTors KMI OU Map between Local Ontologies and AKT Reference Ontology. http:---www.ecs.soton.ac.uk-~yk1 Web Accessible RDF Document infomorphisms, Ontology Mapping Channel Theory, Distributed Logic The OPCit project explores the possibilities of adding citation linking to a large collection of physics papers. Citation meta-data is recorded and exchanged using the OAI format standard. The project started in 1999 and finished in 2002. Simon Kampa Steve Harnad Steve Hitchcock Tim Brody Digital Library This Ontology is generated as a par of the activity. This Ontology provides the typing information for information retrieval. An informal AKT newsletter. Kieron O'Hara Christofer Brewster John Levine. AKT Project It does not use any special features of SWI Prolog. This means it is compatible with standard Edinburgh Prolog. Stuart Aitken Southampton University D. Robertson David Robertson Southampton University Southampton University Southampton University Southampton University Nicholas Gibbins Southampton University N. Shadbolt Southampton University S. Potter He works on Automatic categorising on papers. Southampton University Southampton University Southampton University Southampton University Dave Robertson Flavio Correa da Silva Jaume Agusti Proceedings of the 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and ExpertSystems, New Orleans, Louisiana. ACM Intelligence (online) Yannis Kalfoglou Web portal - www.acm.org Artificial Intelligence The 21st SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence Stuart Aitken The 21st SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence The University of Edinburgh Research Report EDI-INF-RR-0137, Division of Informatics, The University of Edinburgh. June 2002. Knowledge Engineering Software Engineering Marc Eisenstadt Simon Buckingham Shum Proceedings of the Second Workshop on Advanced Collaborative Environments, Eleventh IEEE Int. Symposium on High Performance Distributed Computing (HPDC-11), Edinburgh, Scotland, UK.http:--www.aktors.org-coakting- In Seventh International Symposium on Artificial Intelligence and Mathematics . Fort Lauderdale, January 2002. Ontologies, Knowledge Sharing Data and Knowledge Engineering (DKE) Yannis Kalfoglou Data and Knowledge Engineering Dave Robertson ECAI 2002 Workshop on Knowledge Transformation for the Semantic Web, pp. 85-92. Lyon, July 2002. Ontology Extraction, Knowledge Base Classification Knowledge Modelling, Knowledge Reuse Dave Robertson unpublished Knowledge Management Computational Logic, Knowledge Lifecycle, Agent Based Computing Marco Schorlemmer ECAI 2002 Workshop on Knowledge Transformation for the Semantic Web. Formal Methods, Knowledge Lifecycle Knowledge Engineering, Knowledge Management, Knowledge Reuse appears in both Dave and Marco's Map This is the main book describing the Barwise-Seligman Information Flow Theory. Jerry Seligman Jon Barwise Science of Information Logic, Communication, Knowledge Representation Springer Marco Schorlemmer. International Conference on Ontologies, Databases and Applications of Semantics, Irvine, California, USA, October 2002. Published in the lecture notes of Computer Science, Springer. Ontologies, Ontology Mapping Knowledge Sharing, Knowledge Management, Semantic Web Area Simon Buckingham Shum KMI Technical Report 109 IEEE Internet Computing (IC) Yannis Kalfoglou Yun-Heh Chen-Burger. The 17th International Joint Conference on Artificial Intelligence, IJCAI, Knowledge Management and Organizational Memories Workshop and its proceedings at Seattle, Washington, August 2001. Also available as Informatics Report Series, University of Edinburgh, EDI-INF-RR-0037, Feb 2001. IJCAI Process Modelling, Knowledge Modelling, Multi-Perspective Modelling Business Process Modelling, IDEF3, PSL, Workflow Management, BusinessModelling, BSDM, Formal Method, Enterprise Modelling, Collaborative (Web-based) Knowledge Management Stuart Aitken The Proceedings of the 15th European Conference on Artificial Intelligence ed. van Harmelen, F., IOS Press, Amsterdam, 2002. Information Extraction, Machine Learning Natural Language Processing, Semantic Web Area, Ontologies Stuart Aitken Unpublished, available from the authors Learning from Text (theoretical) Machine Learning Describing OntoPortal and Eskimo with a focus on Hypertext. Simon Kampa Tim Miles-Board Tim Miles-Board ACM Hypertext 2001 Semantic Web and Hypertext Nick Gibbins Proceedings of EKAW 2002. Stuart Aitken OKBC was developed by DARPA High Performance Knowledge Base programme. It is a specification for an API for interacting for knowledge bases. It gives various API functions that enables interactions between frame-based systems. Nick Gibbins http:--www.ai.sri.com-~okbc Knowledge Based Integration Srinandan Dasmahapatra Kieron O'Hara. Semantic Web Area Ontology Tools Yannis Kalfoglou EU EU OntoWeb Thematic Network Ontology Tools submitted to Knowledge Engineering Review Ontology Mapping Ontologies, Knowledge Sharing, Semantic Web Area It is a discussion about epistemology placing knowledge management and knowledge engineering in a wider context of the Philosophy of Knowledge. Icon Press, Cambridge, UK. Philosophy, Knowledge Management Knowledge Engineering Dave Robertson Jaume Agusti ACM Press Knowledge Representation, Software Engineering Computational Logic public domain AKT project web site, downloadable from the site. Knowledge Acquisition Natural Language Yannis Kalfoglou Kieren O'Hara ECAI 2002 Workshop on Knowledge Management and Organizational Memories, Lyon, France. Ontology Network Analysis Community of Practice Using Web Site Synthesis in an Experiment on the CausalPerception of Aviation Accidents, Workshop on the Investigation and Reporting of Incidents and Accidents (IRIA 2002), Department of Computing Science, University of Glasgow, pp 221-230, Department of Computing Science, University of Glasgow, 2002. Dave Robertson C. W. Johnson John Lee Siu-Wei Leung Workshop on the Investigation and Reporting of Incidents and Accidents (IRIA 2002), Department of Computing Science, University of Glasgow, pp 221-230. Automated Synthesis Ontologies, Communication Nigel Shadbolt The broker is currently running and accessible via akt.aiai.ed.ac.uk and is accepting queries via communication sockets. AKT.aiai.ed.ac.uk broker experimental version Dave Robertson Online ontology supporting the AKTive portal Yannis Kalfoglou OU OU Southampton with input from Edinburgh AKT KMI's web site Research prototype Ontologies on-going It is a life cycle editor, interpreter and property checker. With the editor, the user gives a formal representation of the knowledge life cycle. The interpreter transforms the knowledge components by executing the formally represented life cycle. The property checker checks properties of knowledge components that have been transformed through the life cycle by inspecting the life cycle structure. private use only. experimental prototype Formal Methods, Knowledge Lifecycle Knowledge Engineering, Knowledge Management, Knowledge Reuse on-going Mattia Lanzoni it is based on Protege. demo available on the web on-going Structure Generating Technology, A Contextual Open Hypermedia Link Server. Nigel Shadbolt Southampton Univ. Southampton Univ. http:--www.equator.ac.uk-papers-Abstracts-2001-michaelides.html Mattia Lanzoni Natural Language Group University of Massachusetts Natural Language Group University of Massachusetts One needs to contact University of Massachusetts and buy a licence from them. academic tool Information Extraction using shallow NLP techniques Beta-Version Dave Robertson It transforms the textual conceptual architecture descriptions into a graph. on-going This system provides an ontological open hyper-media environment for using semantic Web techniques in document discovery. Sean Bechhofer Carol Goble available from the Web: COHSE.semanticweb.org Semantic Web Area, Open Hyper-Media, Annotation finished Mattia Lanzoni Natural Language Group University of Massachusetts Natural Language Group University of Massachusetts One needs to contact University of Massachusetts and buy a licence from them. academic tool Information Extraction using shallow NLP techniques Beta-Version It is a visual XML editor with scripting capability. Hugh Glaser Thomas Leonard (Southampton Univ.) Thomas Leonard (Southampton Univ.) Thomas Leonard (Southampton Univ.) - will be GPL licensed. may be Mid 2002. research tool Visual Languages XML fairly matured AIAI Univ. of Edinburgh. available upon request (but the deployment of the system requires a licence of JESS). Data Mining Decision Support Systems, Expert Systems alpha version This is an entity recognition and annotation tool. Lincoln is developed upon daVinci. A scholarly support environment, allowing researchers to fully investigate their particular research field. Using principles of the Semantic Web, the scholar's domain is conceptualised and the Eskimo system is able to reason over the Scholar facts and answer complex questions. Information was semi-automatically harvested from the ACM digital library (the hypertext conference series), recorded in RDF format. This provides the schema for the data. Several inference languages including Prolog, SilRI, were used to provide reasoning services. The type of services provided was based on a user evaluation and included questions such as who are the experts, who collaborates with this person, what are the similar papers, and where are the significant research groups. Simon Kampa available on request research tool Semantic Web and Hypertext, The design of Eskimo was influenced by OntoPortal. finished Experimental System for CNF (Conjunctive Normal Form) Generation Stuart Aitken Description Logic Ontologies, Validation, (intended use for) Consistency Checking starting Stuart Aitken Stuart Aitken Stephen Muggleton Stephen Muggleton public domain available on-line download, see reference: http:--www.cs.york.ac.uk-aig-ai-#Golem ILP Learner Inductive Logic Programming Machine Learning Hypertext Diagramming and Programming Tool Ian Harrison AIAI University of Edinburgh AIAI, University of Edinburgh Hypertext Diagramming and Programming It classifies images into different diagnosis groups. This tool parses XML documents. It may not be used in the future, because JDK provides a native XML parser, it is therefore more natural to use this one instead. By doing this, the use of a third party package may be avoided and keep the final system more integrated, smaller and easier to install. http:--www.jdom.org open source tool version 0.8, beta-version This is an RDF and DAML-OIL parser. Mattia Lanzoni HP lab HP http:--www.hpl.hp.com-semweb-jena-top.html Semantic Web Area current version is V1.5.0, on-going. An Expert System Shell for the JAVA platform. The system is similar to the CLIPS system.JESS: Java Expert System Shell http:--herzberg.ca.sandia.gov-jess- Private Knowledge Based Diagramming Modelling Tool Business Modelling, Model Verification, Model Validation, Model Synthesis Process Modelling, Ontologies, Model Verification, Model Validation, Enterprise Modelling finished Private Knowledge Based Diagramming Modelling Tool Business Process Modelling, Model Verification, Model Validation, Model Synthesis Process Modelling, Ontologies, Model Verification, Model Validation, Enterprise Modelling developing Dave Robertson Computational Logic, Knowledge Lifecycle, Agent Based Computing Computational Logic Srinandan Dasmahapatra CMU, USA, available on Web research tool This tool is a parser that extracts information from plain text uses template and shallow parsing. Mattia Lanzoni Natural Language Group University of Massachusetts Natural Language Group University of Massachusetts One needs to contact University of Massachusetts and buy a licence from them. academic tool Information Extraction using shallow NLP techniques Beta-Version MnM is an annotation tool for populating Ontologies. It is an ontology based tool. Tools, such as Web Onto and OKBC and Ontologies written in RDF, DAML-OIL, OWL, OKBC may communicate with MnM via its plug-ins. It also has plug-ins for different kinds of information extraction engines, such as Amilcare and the UMASS tools. Mattia Lanzoni KMI Open University Version 1 is available for AKTors only. academic tool Semantic Web Area Ontologies, Information Retrieval, Information Extraction on-going OntoCopi: Ontology Based Community of Practice Identifier. It analyses an Ontology Network to identify similar entities in a knowledge based. The system firstly allows the user to select an instance. It then applies a spreading-activation algorithm to identify the closest set of instances to the selected one based on specific weighting on the relations of the ontology. It exists in two versions: one is based on Protege as a Plug-in; and the other one is based on the Triple Store that works as an applet. The algorithm and mechanism of them are the same. A tool to create ontologically motivated hypertext. Simon Kampa Tim Miles-Board Tim Miles-Board Tim Miles-Board available on request research tool Semantic Web and Hypertext finished experimental version Dave Robertson Siu-Wai Leung Siu-Wai Leung Automated Synthesis Ontologies, Communication http:--protege.stanford.edu- System for text pre-processing for learning data and performance analysis of the rules learned. Stuart Aitken not published. Information Extraction System Information Extraction, Machine Learning Natural Language Processing, Semantic Web Area, Ontologies on-going Dave Robertson Triple Store is a RDF Knowledge Base that has a OKBC interface capability.The raw information was gathered using DOME from UK computer science web pages and transformed into RDF format also using DOME.Additional complimentary data that is available to the research, such as Southampton database, scholar knowledge from Open University's Ontology Server and RAE data are also been translated into RDF format.This data is stored in CVS (Concurrent Versioning System) that holds RDF format data. CVS is a file system that tracks changes that provides source data and updates for Triple Store. Www.hyphen.info: The www.hyphen.info stores the RDF information of the Triple Store, it also provides interfaces to view the Triple Store. Steve Harris Steve Harris Steve Ball). Nick Gibbins, Source Forge, the entire system is available on : www.sourceforge.net Knowledge Base Scalability on-going A Machine Learning tool (Univ. of Waikato, New Zealand) Ian Witten available on Web Research Tool on-going Uses FCA to analyse classification of documents to research areas drawn from ACM Classification Scheme Yannis Kalfoglou Yannis Kalfoglou using ConExp (Sergey Yevtchutchenko FCA tool) Sergey Yevtchutchenko (Univ. Daarmstadt Germany) Research prototype Classification Systems on-going This is a visualisation tool. http:--www.informatik.uni-bremen.de-daVinciThe university of Bremen commercial produce, but has an academic version for free. it is at produce stage