The 1st International Knowledge Graph Reasoning Challenge 2023
co-located with 17th IEEE International Conference on Semantic Computing (ICSC)
February 1-3, 2023, The Hills Hotel, Laguna Hills, California, USA (format: Hybrid)
Results.

The submissions and results have been released.

NEWS

2023/02/20
The submissions and results of the 1st International Knowledge Graph Reasoning Challenge 2023 have been released.
2023/01/30
The Program is now availabe.
2022/12/05
The deadline for paper submission is extended to Saturday 12/17 PT.
2022/12/02
Some errors in KGs have been corrected.
2022/10/08
Call For Paper for the Challenge 2023 was published.
2022/08/29
The challenge 2023 website (tentative version) was published.
2021/12/06
KGR4XAI: The 1st International Workshop on Knowledge Graph Reasoning for Explainable Artificial Intelligence co-located with 10th International Joint Conference on Knowledge Graphs (IJCKG 2021)
2020/04/01
The challenge website (tentative version) was published.
2020/02/14
"Report on the First Knowledge Graph Reasoning Challenge 2018: Toward the eXplainable AI System" published on "Semantic Technology", Lecture Notes in Computer Science, vol 12032. Springer, Cham

About the Challenge

Driven by deep learning innovation, interest in artificial intelligence (AI) techniques has been mounting recently. AI techniques are expected to be promising and applied to various social systems.
Thus, we will need to review system behavior and warrant the quality, and enabling to explain the reason for an AI decision (explainability) is becoming more essential to ensure the secure and safe use of AI techniques.
Under the circumstances, the Special Interest Group on Semantic Web and Ontology (SWO) of the Japanese Society for AI (JSAI) decided to organize a competition calling for ideas of reasoning and estimating by AI techniques. The series of Knowledge Graph Reasoning Challenge has been organized to share knowledge and good practices and promote to development of AI techniques.

Outline

Materials for the past Challenges:
see [slideshare], [paper], [preprint]

Schedule for Challenge 2023

2022-10-08: Submission form opened for the challenge
Competition period during which each entrant works at the tasks
2022-11-30 2022-12-17 (extended): Abstract paper submission deadline
2022-12-07 2022-12-19: Acceptance notification
Competition period during which each entrant works at the tasks
2022-12-10 2022-12-21: Registration deadline
2023-01-15: Ffinal materials submission deadline
2023-02-03: Final review meeting and award ceremony at ICSC2023

Accepted abstract papers will be published in the Proceedings of the ICSC.

Program

The IKGRC2023 will be held on the third day of ICSC2023 (February 3).
Format: Hybrid*

*The registration page is here.

All times are in Pacific Time (PT)

Session 1 (Friday, February 3, 14:00 - 15:35, Virtual Room)
Chair: Kouji Kozaki

Public review form

14:00 - 14:10
Introduction of the workshop and IKGRC
Kouji Kozaki
14:10 - 14:30
[Tool] Criminal Deduction Using Similarity Analysis Between Mystery Stories
Shotaro Hattori and Akihiro Fujii
14:30 - 14:50
[Tool] Supporting the construction of mystery novel knowledge graphs using BERT summarization
Kazuma Hasegawa and Akihiro Fujii
14:50 - 15:10
[Idea] Towards reasoning over knowledge graphs under aleatoric and epistemic uncertainty
Lucie Kunitomo-Jacquin and Ken Fukuda
15:10 - 15:35
Coffee break

Session 2 (Friday, February 3, 15:35 - 17:05, Crystal Ballroom + Virtual Room)
Chair: Ken Fukuda

Public review form

15:35 - 15:45
Introduction of the workshop and IKGRC
Ken Fukuda and Shusaku Egami
15:45 - 16:05
[Idea] Deciphering the code of the novel "The Dancing Men"
Katsuhiko Murakami, Aoi Kishida, Hibiki Ito, Sayaka Matsumoto and Kunihiko Takamatsu
16:05 - 16:25
[Main] Criminal Investigation with Augmented Ontology and Link Prediction
Takanori Ugai
16:25 - 16:45
[Main] A Method to Constract a Masked Knowlege Graph Model using Transformer for Knowledge Graph Reasoning
Ryoya Kaneda, Makoto Okada and Naoki Mori
16:45 - 17:00
Discussion about the next IKGRC
Takanori Ugai and Ken Fukuda
17:00 - 17:05
Closing (Announcement of winners and awards)
Ken Fukuda

Contact:

kgrc@knowledge-graph.jp
Planning Board Members, Special Interest Group on Semantic Web and Ontology, the Japanese Society for AI