Explaining Link Prediction Systems based on Knowledge Graph Embeddings-Reference-Cited by-同舟云学术

Explaining Link Prediction Systems based on Knowledge Graph Embeddings

Published:2022-06-10 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2022 International Conference on Management of Data
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Author:

Rossi Andrea¹,Firmani Donatella²,Merialdo Paolo¹,Teofili Tommaso¹

Affiliation:

1. Roma Tre University, Rome, Italy

2. Sapienza University, Rome, Italy

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3514221.3517887

Reference64 articles.

1. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

2. Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study

3. V. Arya , R. K. E. Bellamy , P. Chen , A. Dhurandhar , M. Hind , S. C. Hoffman , S. Houde , Q. V. Liao , R. Luss , A. Mojsilovic , S. Mourad , P. Pedemonte , R. Raghavendra , J. T. Richards , P. Sattigeri , K. Shanmugam , M. Singh , K. R. Varshney , D. Wei , and Y. Zhang . One explanation does not fit all: A toolkit and taxonomy of AI explainability techniques. CoRR, abs/ 1909 . 03012 , 2019. V. Arya, R. K. E. Bellamy, P. Chen, A. Dhurandhar, M. Hind, S. C. Hoffman, S. Houde, Q. V. Liao, R. Luss, A. Mojsilovic, S. Mourad, P. Pedemonte, R. Raghavendra, J. T. Richards, P. Sattigeri, K. Shanmugam, M. Singh, K. R. Varshney, D. Wei, and Y. Zhang. One explanation does not fit all: A toolkit and taxonomy of AI explainability techniques. CoRR, abs/1909.03012, 2019.

4. DBpedia: A Nucleus for a Web of Open Data

5. A. Baraldi , F. D. Buono , M. Paganelli , and F. Guerra . Using landmarks for explaining entity matching models . In EDBT , 2021 . A. Baraldi, F. D. Buono, M. Paganelli, and F. Guerra. Using landmarks for explaining entity matching models. In EDBT, 2021.

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