| Schreiber G., B.J. Wielinga, J.M. Akkermans, W. Van de Velde & A. Anjewierden (1994). CML: The CommonKADS Conceptual Modelling Language, In Proc. 8th European Knowledge Acquisition Workshop, 1-25, Hoegaarden, Belgium. |
....of MAS development. Also of interest is the MUCCMAS framework which could, with its six (6) grids (only one grid is presented in this paper see Table 1) be used as a guideline for the development of new MAS methodologies. We have also defined a version of our framework with the CML language [15]. As far as future work is concerned, there are several interesting opportunities. Amongst others, there is the refinement of our MUCCMAS framework, the development of a new unified MAS methodology (much in the spirit of the project that gave birth to UML) and the development of computerized ....
Schreiber G., B.J. Wielinga, J.M. Akkermans, W. Van de Velde & A. Anjewierden (1994). CML: The CommonKADS Conceptual Modelling Language, In Proc. 8th European Knowledge Acquisition Workshop, 1-25, Hoegaarden, Belgium.
....in order to have a semantical value enabling their retrieval. Fig. 1: Link between CML and XML This ontological information can stem from an ontology developed by the company or impor1. CML is the language offered by the CommonKADS method in order to represent CommonKADS expertise models [25]. XML Documents Knowledge Models OSIRIX User Requests Answers (in CommonKADS) Ontology expressed in CML DTD (model of annotation of XML documents) XML documents comprising ontological annotations Translated into Validated by ted from external world, and upon which the company ....
Schreiber, G., Wielinga, B., Akkermans, H., van de Velde, W., Anjewierden, A. CML: The CommonKADS Conceptual Modelling Language. In L. Steels & al, eds, A Future for Knowl. Acqu.: Proc. of EKAW'94,Hoegaarden, Belgium, (1994) 1--25. Springer-Verlag, LNAI n. 867.
....example of exploitation of Internet Intranet. In our team, we have developped a component, called WebCokace, that enables to distribute expertise on the Internet (Corby and Dieng, 1997) The expertise is modelled in the CommonKADS framework (Breuker and Van de Velde, 1994) with the CML formalism (Schreiber, Wielinga, Akkermans, van de Velde, and Anjewierden, 1994). WebCokace relies on the hypothesis that CommonKADS may be useful for building knowledge based corporate memories. WebCokace takes advantage of the Web technology to interface an expertise model development environment with an HTTP server. The expertise model environment functions in a server ....
Schreiber, G., Wielinga, B., Akkermans, H. , van de Velde, W. and Anjewierden A. (1994). CML: The CommonKADS Conceptual Modelling Language. In L. Steels & al, eds, A Future for Knowledge Acquisition: Proc. of EKAW'94, pp. 1--25, Hoegaarden, Belgium, Sept. 1994. Springer-Verlag, LNAI n. 867.
....are well structured, but have still an informal, interpretative flavor which is required for abstracting real world data on problem solving into a coherent framework. Therefore, in KADS the conceptual modeling language (CML) has a frame like representation and a graphical mode of expression [Schreiber et al. 1994]. The problem with CML s informal vocabulary and for that matter, any other conceptual modeling language is that it lacks precision in its semantics. In practice this appears less of a problem as KADS users have a strong tendency to create their own vocabulary within the structural ....
G. Schreiber, B. Wielinga, H. Akkermans, and W. van de Velde. CML: The CommonKADS conceptual modelling language. In Proceedings of the European Knowledge Acquisition Workshop EKAW-94. Springer-Verlag, 1994.
....Agent: tool Figure 1: A simple process model 3 Relevant Research In addition to the SPAR process representation [op. cit. we have considered a number of approaches to describing capabilities of problem solving methods. These include: ffl the design of the CommonKADS library [3, 11, 14]; ffl CommonKADS competence theory [1] ffl the Components of Expertise approach (Steels [13] ffl the EuroKnowledge ESPRIT project [7, 10] ffl the Cokace PSM library tool [5] ffl Design patterns for OO programming [8] The salient features of each approach were: CommonKADS library The ....
Schreiber, G., Wielinga, B.J., Akkermans, H., Van de Velde, W., and Anjewierden, A. CML: The CommonKADS conceptual modelling language. Proceedings of the Eighth European Knowledge Acquisition Workshop, LNAI 867, Steels, L., Schreiber, G., and Van de Velde, W. (eds.), Springer Verlag 1994, pp. 1--25.
....in turn is viewed as a resource in the execution process. 4 RELEVANT RESEARCH In addition to the SPAR process representation 2 [op. cit. we have considered a number of approaches to describing capabilities of problem solving methods. These include: ffl the design of the CommonKADS library [4, 14, 19]; ffl CommonKADS competence theory [2] ffl the Components of Expertise approach (Steels [16] ffl the EuroKnowledge ESPRIT project [8, 12] ffl the Cokace PSM library tool [6] ffl Design patterns for Object oriented programming [9] The salient features of each approach are described ....
Schreiber, G., Wielinga, B.J., Akkermans, H., Van de Velde, W., and Anjewierden, A. CML: The CommonKADS conceptual modelling language. Proceedings of the Eighth European Knowledge Acquisition Workshop, LNAI 867, Steels, L., Schreiber, G., and Van de Velde, W. (eds.), Springer Verlag 1994, pp. 1--25.
.... usage of this model can take advantage of the work previously developed, for example for developing a planner [2] Domain Knowledge: represents the declarative knowledge of the problem, modelled as concepts, properties, expressions and relationships using the Conceptual Modelling Language (CML) [28] or the graphical notation of the Object Model of OMT. In our problem, if we are focusing just on the domain, we could identify concepts such as flight, airlines, delay, etc. properties such as num flight, ao, dd, These concepts are arranged in domain models that describe a particular ....
A. Th. Schreiber, B. J. Wielinga, and J. M. Akkermans W. Van de Velde. CML: The CommonKADS conceptual modelling language. Research report KADS-II/M2/RR/UvA/69/1.0, University of Amsterdam, Netherlands Energy Research Foundation ECN and Free University of Brussels, March 1994. Accepted for EKAW'94.
....proposes a set of conceptual models at an implementation independent level. This work extends the CommonKADS approach [23] for the development of multi agent systems. The knowledge engineering module produces descriptions of the conceptual models in the Conceptual Modelling Language (CML) [24] which has been extended. The simulation module integrates an updated and extended version of MICE, an agent simulation environment introduced by [18] We have conceived within this environment a layered agent architecture [12] encapsulating speci c competences at distinct layers. We are studying ....
G. Schreiber, B.J. Wielinga, J.M. Akkermans, and W. Van de Velde. CML: The CommonKADS conceptual modelling language. Research report KADSII /M2/RR/UvA/69/1.0, ESPRIT Project P5248 KADS-II, KADS-II Consortium, 1994.
....approach proposes a set of conceptual models at an implementation independent level. This work extends the CommonKADS approach [28] for the development of multi agent systems. The knowledge engineering module produces descriptions of the conceptual models in the Conceptual Modeling Language (CML) [27] which has been extended. The simulation module integrates an updated and extended version of MICE, an agent simulation environment introduced by [21] We have conceived within this environment a layered agent architecture [13] encapsulating speci c competencies at distinct layers. We are studying ....
G. Schreiber, B.J. Wielinga, J.M. Akkermans, W. Van de Velde, and A. Anjewierden. CML: The CommonKADS conceptual modelling language. In Proc. 8 th European Knowledge Acquisition Workshop, pages 125, Hoegaarden, Belgium, 1994. LNAI Series, 867.
....They can be represented by modular knowledge structures, too. The advantage of using modular knowledge structures is to provide as much AEexibility as possible for the implementation of the agent model. 4. 2 Formalizing the Content of a Model with CML We use the conceptual modeling language (CML) [30] for a structured and semiformal description of a conceptual model s content, in particular, of the agent model. Originally introduced for the speci cation of CommonKADS expertise models, we needed to extend this language for our use, among others, we introduced additional language elements in ....
G. Schreiber, B.J. Wielinga, J.M. Akkermans, W. Van de Velde, and A. Anjewierden. CML: The CommonKADS conceptual modelling language. In Proc. 8 th European Knowledge Acquisition Workshop, pages 125, Hoegaarden, Belgium, 1994. LNAI Series, 867.
....on the inferences. The key elements at this level are tasks and their decomposition; in this respect, this level is very similar to the CommonKADS task model. The contents of these three levels can be defined graphically, or using CommonKADS Conceptual Modelling Language [Bv94] dHMW 93] SWAdV94] For a worked example of the development of each of these three levels, see [Kin93b] CommonKADS models are typically developed concurrently with the acquisition of knowledge; initial knowledge acquisition is used to populate higher level models (e.g. the organisational or task models) and then ....
G. Schreiber, B. Wielinga, H. Akkermans, and W. Van de Velde. CML: The CommonKADS Conceptual Modelling Language. In L. Steels, G. Schreiber, and W. van de Velde, editors, A future for knowledge acquisition: Proceedings of EKAW-94, Hoegaarden, Belgium, Sept 26-29 1994. Springer-Verlag.
....in ontological distinctions (as illustrated above) stress the need to make conceptualisations explicit. To be able to specify a conceptualisation we need to have a specification language. There are a few languages tailored to expressing ontologies. The most commonly used ontology languages are CML [Schreiber et al. 1994] and ONTOLINGUA [Gruber, 1992] 3 An informal description of a legal ontology Van Kralingen [1995] and Visser [1995a] proposed an ontology for the legal domain. Their assumption is that robust conceptual and formal ontologies of the legal domain are necessities for reducing the task dependency ....
Schreiber, G., B.J. Wielinga, J.M. Akkermans, and W. van de Velde (1994). CML: The CommonKADS Conceptual Modelling Language, Proceedings of the EKAW'94, Hoegaarden, Belgium.
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Schreiber G., Wielinga B., Akkermans H., Van de Velde W.. CML: The CommonKADS Conceptual Modelling Language. 8th European Workshop EKAW'94. 1994.
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Schreiber, A.Th., Wielinga B. J., Akkermans, H., van de Velde, W., and Anjewierden, A. (1994a). CML: The CommonKADS Conceptual Modelling Language. In L. Steels, A. T. Schreiber, and W. van de Velde (Editors), A Future for Knowledge Acquisition, Proceedings of the 8th European Knowledge Acquisition Workshop. Springer Verlag, LNAI 867, pp. 283-300.
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