Abstract
We consider a knowledge management scenario in which members of an academic community collaboratively construct and share a common archive of news items. Given this scenario, a number of knowledge management challenges arise: how to organize a speedy, low overhead publication process which can nevertheless yield high quality results; how to provide semantic search and knowledge retrieval facilities in an effective and sustainable way; how best to provide individualized presentations and news alerts. To address these questions we have drawn on a number of technologies, including knowledge modelling, autonomous agents, software visualization, knowledge acquisition and distributed computing. In the paper we describe the resulting Planet-Onto architecture, which provides an integrated set of tools to support news publishing, ontology-driven document formalization, story identification and personalized news feeds and alerts.
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References
Benjamins, V. R. and Fensel, D.: Special Issue on Problem Solving Methods. International Journal of Human-Computer Studies, 49(4), (1998) 305–650
Benjamins, R., Fensel, D. and Gomez Perez, A.: Knowledge Management through Ontologies. In U. Reimer (editor), Proceedings of the Second International Conference on Practical Aspects of Knowledge Management. Basel, Switzerland (1998)
Buckingham-Shum, S. and Sumner, T.: Publishing, Interpreting and Negotiating Scholarly Hypertexts: Evolution of an Approach and Toolkit. Technical Report KMI-TR-57, Knowledge Media Institute, The Open University, Milton Keynes, UK (1997. Available from http://kmi.open.ac.uk/kmi-abstracts/kmi-tr-57-abstract.html.
Buckingham-Shum, S. and Sumner, T.: New Scenarios in Scholarly Publishing and Debate. In M. Eisenstadt, and T. Vincent, (editors) The Knowledge Web: Learning and Collaborating on the Net, Kogan Press, (1998) 135–152
Beys, P., Benjamins, R., and Van Heijst, G.: Remedying the Reusability-Usability Tradeoff for Problem-Solving Methods. In B. R. Gaines and M. Musen (editors), Proceedings of the 10th Banff Knowledge Acquisition for Knowledge-Based System Workshop (KAW’96), Banff, Canada, (1996)
Bowker, G. C.: Lest We Remember: Organizational Forgetting and the Production of Knowledge. Accounting, Mangement and Information Technologies, 7(3) (1997) 113–118. Available from http://www.lis.uiuc.edu/~bowker/forget.html
Bradshaw, J.: An Introduction to Software Agents. In J. Bradshaw (editor), Software Agents. AAAI Press/MIT Press, Menlo Park, California (1996)
Clark, P., Healy, M., Uschold, M., Williamson, K. and Woods, S.: An Experiment in Ontology Reuse. In B. Gaines and M. Musen (editors), Proceedings of the 11th Knowledge Acquisition for Knowledge-Based Systems Workshop, Banff, Canada (1998)
Craven, M., Di Pasquo, D., Freitag, D., McCallum, A., Mitchell, T., Nigam, K. and Slattery, S.: Learning to Extract Symbolic Knowledge from the World Wide Web. Proceedings of the 15th National Conference on Artificial Intelligence (AAAI-98) (1998)
Domingue, J.: Tadzebao and WebOnto: Discussing, Browsing, and Editing Ontologies on the Web. In B. Gaines and M. Musen (editors), Proceedings of the 11th Knowledge Acquisition for Knowledge-Based Systems Workshop, April 18th–23th, Banff, Canada (1998). Available from http://kmi.open.ac.uk/people/domingue/banff98-paper/domingue.html
Domingue, J. and Scott, P.: KMI Planet: Putting the Knowledge Back into Media. In M. Eisenstadt, and T. Vincent, (editors), The Knowledge Web: Learning and Collaborating on the Net, Kogan Press, (1998) 173–184
Eriksson, H., Puerta, A. R. and Musen, M. A.: Generation of Knowledge Acquisition Tools from Domain Ontologies. In B. Gaines and M. Musen (editors), Proceedings of the 8th Knowledge Acquisition for Knowledge-Based Systems Workshop (1994)
Farquhar, A., Fikes, R. and Rice, J.: The Ontolingua Server: A Tool for Collaborative Ontology Construction. In B. Gaines and M. Musen (editors), Proceedings of the 10th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop. Banff, Alberta, Canada (1996)
Feigenbaum, E. A.: The Art of Artificial Intelligence: Themes and Case Studies of Knowledge Engineering. Proceedings of the Fifth International Joint Conference on Artificial Intelligence, Cambridge, MA (1977)
Fensel, D., Motta, E., Decker, S. and Zdrahal, Z.: The Use of Ontologies for Specifying Tasks and Problem Solving Methods: A Case Study. In R. Benjamins and E. Plaza (editors), Knowledge Acquisition, Modeling, and Management. Proceedings of the 10th European Workshop, EKAW’ 97. Lecture Notes in Artificial Intelligence 1319, Springer-Verlag (1997)
Fensel, D., Decker, S., Erdmann, M. and Studer, R.: Ontobroker: The very high idea. Proceedings of the 11th Annual Florida Artificial Intelligence Research Symposium (FLAIRS-98) (1998)
Girgenshohn, A., Zimmermann, B., Lee, A., Burns, B. and Atwood, M. E.: Dynamic Forms: An Enhanced Interaction Abstraction Based on Forms. Proceedings of Interact’ 95 (1995) 362–367
Gruber, T. R.: A Translation Approach to Portable Ontology Specifications. Knowledge Acquisition, 5(2) (1993)
Gruber, T. R.: Toward Principles for the Design of Ontologies Used for Knowledge Sharing. International Journal of Human-Computer Studies 43(5/6) (1995) 907–928
Guarino, N. and Giaretta, P.: Ontologies and Knowledge Bases: Towards a Terminological Clarification. In N. Mars (editor), Towards Very Large Knowledge Bases: Knowledge Building and Knowledge Sharing. IOS Press, Amsterdam (1995) 25–32
Heflin, J., Hendler, J. and Luke, S.: Reading Between the Lines: Using SHOE to Discover Implicit Knowledge from the Web. AAAI-98 Workshop on AI and Information Integration (1998). Available from http://www.cs.umd.edu/projects/plus/SHOE/shoeaaai98.ps.
van Heijst, G.: The Role of Ontologies in Knowledge Engineering. PhD thesis, University of Amsterdam (1995)
HPKB: High Performance Knowledge Bases. Darpa Project. Project Description (1997). Available from http://www.teknowledge.com:80/HPKB/
Krulwich, B. and Burkey, C.: The InfoFinder Agent: Learning User Interests through Heuristic Phrase Extraction. IEEE Expert Intelligent Systems and their Applications, 12(5) (1997) 22–27
Lenat, D.B. and Guha, R.V.: Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project. Addison-Wesley, Reading, MA (1990)
Lieberman, H.: Letizia: An Agent That Assists Web Browsing. International Joint Conference on Artificial Intelligence, IJCAI’ 95 Montreal (1995)
Motta E.: Reusable Components for Knowledge Models. PhD Thesis. Knowledge Media Institute. The Open University. UK (1997). Available from http://kmi.open.ac.uk/~enrico/thesis/thesis.html
Musen, M. A.: Automated Generation of Model-Based Knowledge Acquisition Tools. Research Notes in Artificial Intelligence, Pitman, London (1989)
O’Leary, D. E.: Knowledge Management Systems: Converting and Connecting. IEEE Intelligent Systems, 13(3) (1998) 30–33
Patman: Patient Management Workflow Systems. Telematics Applications Project HC 4017 (1998). Available from http://aim.unipv.it/projects/patman/
Puerta, A. R., Eriksson, H., Gennari, J. H. and. Musen, M. A.: Beyond Data Models for Automated User Interface Generation. Proceedings of the HCI’94, People and Computers, The University of Glasgow, Knowledge Systems Laboratory (1994)
PointCast: http://www.pointcast.com/ (1998)
Riloff, E.: An Empirical Study of Automated Dictionary Construction for Information Extraction in Three Domains. AI Journal 85 (1996)
Riva, A. and Ramoni, M.: LispWeb: a Specialized HTTP Server for Distributed AI Applications, Computer Networks and ISDN Systems 28(7–11) (1996) 953–961. Available from http://kmi.open.ac.uk/~marco/papers/www96/www96.html
Rosch, E.: Principles of Categorisation. In E. Rosch and B. B. Lloyd (editors), Cognition and categorisation. Lawrence Erlbaum Associates, Hillsdale, NJ (1978)
Runkel, J. T., Birmingham, W. B. and Balkany, A.: Separation of Knowledge: a Key to Reusability. Proceedings of the 8th Banff Knowledge Acquisition Workshop. Banff, Canada (1994)
Schank, R. C.: Conceptual Dependency: A theory of natural language understanding. Cognitive Psychology, 3 (1972) 552–631
Schatz, B. R.: Information Retrieval in Digital Libraries: Bringing Search to the Net. Science 275 (1997) 327–334
Sowa J. F.: Top-Level Ontological Categories. International Journal on Human-Computer Studies 43(5/6) (1995) 669–685
Sumner, T., Domingue, J., Zdrahal, Z., Hatala, M., Millican, A., Murray, J., Hinkelmann, K., Bernardi, A., Weiss, S. and Traphoner, R.: Enriching Representations of Work to Support Organisational Learning. In Proceedings of the Interdisciplinary Workshop on Building, Maintaining, and Using Organizational Memories (OM-98). 13th European Conference on Artificial Intelligence (ECAI-98), 23–28 August, Brighton, UK (1998)
Uschold, M. and Gruninger, M.: Ontologies: Principles, Methods and Applications. Knowledge Engineering Review 11(2) (1996) 93–136
van der Vet, P. E. and Mars, N. J. I.: Bottom-up Construction of Ontologies. IEEE Transactions on Knowledge and Data Engineering 10(4) (1998) 513–526
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Domingue, J., Motta, E. (1999). A Knowledge-Based News Server Supporting Ontology-Driven Story Enrichment and Knowledge Retrieval. In: Fensel, D., Studer, R. (eds) Knowledge Acquisition, Modeling and Management. EKAW 1999. Lecture Notes in Computer Science(), vol 1621. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48775-1_7
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DOI: https://doi.org/10.1007/3-540-48775-1_7
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