Pml 2: a modular explanation interlingua
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abstract: In the past five years, we have designed and evolved an interlingua forsharing explanations generated by various automated systems such as hybridweb-based question answering systems, text analytics, theorem proving, taskprocessing, web services execution, rule engines, and machine learningcomponents. In this paper, we present our recent major updates including:(i) splitting the interlingua into three modules (i.e. provenance, informationmanipulation or justifications, and trust) to reduce maintenance and reusecosts nd to support various modularity requirements; (ii) providingrepresentation primitives capable of representing four critical types ofjustifications identified in past work. We also discuss some examples ofhow this work can be and is being used in a variety of distributedapplication settings.
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| Abstract | In the past five years, we have designed a … In the past five years, we have designed and evolved an interlingua forsharing explanations generated by various automated systems such as hybridweb-based question answering systems, text analytics, theorem proving, taskprocessing, web services execution, rule engines, and machine learningcomponents. In this paper, we present our recent major updates including:(i) splitting the interlingua into three modules (i.e. provenance, informationmanipulation or justifications, and trust) to reduce maintenance and reusecosts nd to support various modularity requirements; (ii) providingrepresentation primitives capable of representing four critical types ofjustifications identified in past work. We also discuss some examples ofhow this work can be and is being used in a variety of distributedapplication settings. ariety of distributedapplication settings. |
| Address | Vancouver, Canada + |
| Author | Deborah L. McGuinness +, Li Ding +, Paulo Pinheiro da Silva +, and Cynthia Chang + |
| Bibtype | inproceedings + |
| Booktitle | Proceedings of the 2007 Workshop on Explanation-aware Computing (ExaCt-2007) + |
| Key | KSL-07-07 + |
| Month | July + |
| Paper | KSL-07-07.pdf + |
| Paper url | https://www.aaai.org/Papers/Workshops/2007/WS-07-06/WS07-06-008.pdf + |
| Relation | Inference web + |
| Tag | Explanation +, and Computer science + |
| Title | PML 2: A Modular Explanation Interlingua + |
| Tr id | KSL-07-07 + |
| Year | 2007 + |
