An Object-Oriented Approach to Classification
DOI:
https://doi.org/10.7152/acro.v1i1.12471Abstract
We present in this paper two possible semantics for the subsumption relation. On the one hand, the subsumption relation is equivalent to the inheritance relation between concepts. On the other hand, we define a subsumption relation that links concepts with other concepts, or with individual instances, based on matching components between the linked entities. According to the first of this dual view, we have developed a subsumption operation used for checking the consistency of inheritance graphs. According to the second, a different subsumption operation is used for enhancing the information retrieval and the problem-solving capabilities of a knowledge-based system. Next we characterize object oriented languages in general, followed by the particular language we use, which integrates frame-based and class-based features. We then present two classification-based algorithms, corresponding to each use of the subsumption relation, and discuss the way these are implemented using an object-oriented approach. We end the paper by describing our particular problem-solving application in the domain of organic chemistry.Downloads
Published
1990-10-06
Issue
Section
Papers
License
Authors who publish with this journal agree to the following terms:- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).