Towards leveraging inference web to support intuitive explanations in recommender systems for automated career counseling
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abstract: We consider the problem of supporting intuitive explanations in recommender systems used for automated career counseling. Explanations enhance the transparency in operation of a recommender system and facilitate user-acceptance, adoption, and trust in the system. We leverage the inference Web (IW) Infrastructure and the proof markup language (PML) as a foundation for supporting intuitive explanations in recommender systems for automated career counseling. We present the design and implementation of our system, highlighting the salient features of our approach using an illustrative example.
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- paper: (http://dx.doi.org/10.1109/ACHI.2008.36)
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| Abstract | We consider the problem of supporting intu … We consider the problem of supporting intuitive explanations in recommender systems used for automated career counseling. Explanations enhance the transparency in operation of a recommender system and facilitate user-acceptance, adoption, and trust in the system. We leverage the inference Web (IW) Infrastructure and the proof markup language (PML) as a foundation for supporting intuitive explanations in recommender systems for automated career counseling. We present the design and implementation of our system, highlighting the salient features of our approach using an illustrative example. ur approach using an illustrative example. |
| Author | Tejaswini Narayanan +, and Deborah L. McGuinness + |
| Bibtype | inproceedings + |
| Booktitle | Proceedings of the First International Conference on Advances in Computer-Human Interaction + |
| Doi | http://doi.ieeecomputersociety.org/10.1109/ACHI.2008.36 + |
| Key | dblp:conf/achi/narayananm08 + |
| Month | February + |
| Pages | 164-169 + |
| Paper url | http://dx.doi.org/10.1109/ACHI.2008.36 + |
| Source | http://dblp.uni-trier.de/rec/bibtex/conf/achi/NarayananM08 + |
| Tag | Computer science + |
| Title | Towards Leveraging Inference Web to Support Intuitive Explanations in Recommender Systems for Automated Career Counseling + |
| Tr id | TW-2008-02 + |
| Year | 2008 + |
