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IJCKG 2021 Program

(All times Beijing Time)

December 6th

Opening

(19:00–19:15)

Chair: Oscar Corcho

Keynote I 

(19:15–20:15)

Chair: Oscar Corcho

Knowledge Graphs: Theory, Applications and Challenges

Ian Horrocks, Professor, University of Oxford

Break

(20:15–20:30)

KGR4XAI Workshop

(20:30–00:00)

December 7th

Session I: Graph-based Learning

(19:00–20:50)

Chair: Xiaowang Zhang

19:00

FedE: Embedding Knowledge Graphs in Federated SettingMingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia and Huajun Chenlong

19:20

Knowledge-Based Conversational Recommender Systems Enhanced by Dialogue Policy LearningKeyu Chen and Shiliang Sunlong

19:40

FEED: A Chinese Financial Event Extraction Dataset Constructed by Distant SupervisionGuozheng Li, Peng Wang, Jiafeng Xie, Ruilong Cui and Zhenkai Denglong

20:00

Multi-hop Reasoning Based on Reinforcement Learning and Hyperbolic Knowledge Graph EmbeddingXingchen Zhou, Peng Wang, Qiqing Luo and Zhe Panlong

20:20

Unsupervised Anomaly Detection in Knowledge GraphsAsara Senaratne, Graham Williams and Peter Christenshort

20:25

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-trainingGanqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Chen Hui and Huajun Chenshort

20:30

Explainable Knowledge Reasoning Framework Using Multiple Knowledge Graph EmbeddingMori Kurokawashort

20:35

Q&A for Short Papers (breakout rooms)

Break

(20:50–21:00)

Keynote II 

(21:00–22:00)

Chair: Haofen Wang

Knowledge-oriented Explainable Cognitive Reasoning

Juanzi Li, Professor, Tsinghua University

Break

(22:00–22:20)

Session II: Graph-based Learning 

(22:20–00:00)

Chair: Tianxing Wu

22:20

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable RulesWen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen and Huajun Chenlong

22:40

Auto Insurance Knowledge Graph Construction and Its Application to Fraud DetectionLong Zhang, Tianxing Wu, Xiuqi Chen, Bingjie Lu, Chongning Na and Guilin Qilong

23:00

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified
with A Bosch Welding CaseBaifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng and Evgeny Kharlamovlong

23:20

Fuzzy Search of Knowledge Graph with Link PredictionTakanori Ugaishort

23:25

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation ExtractionLuoqiu Li, Xiang Chen, Zhen Bi, Xin Xie, Shumin Deng, Ningyu Zhang, Chuanqi Tan, Mosha Chen and Huajun Chenshort

23:30

Text-Enhanced Question Answering over Knowledge GraphJiaying Tian, Bohan Li, Ye Ji and Jiajun Wushort

23:35

Enhanced Knowledge Graph Embedding for Multi-Task Recommendation via Integrating Attribute Information and High-Order ConnectivityYani Wang, Aoran Li, Ji Zhang and Bohan Lishort

23:40

NePTuNe: Neural Powered Tucker Network for Knowledge Graph CompletionShashank Sonkar, Arzoo Katiyar and Richard Baraniukshort

23:45

Q&A for Short Papers (breakout rooms)

Break 

(00:00–00:20)

Keynote III

(00:20–1:20)

Chair: Aidan Hogan

Distinguishing Graph Neural Networks in terms of their power, and how to choose the right architecture

Juan Reutter, Professor, Pontificia Universidad Católica de Chile

December 8th

Session III: Data, Queries, Semantics

(19:00–20:40)

Chair: Hideaki Takeda

19:00

Extracting Domain-specific Concepts from Large-scale Linked Open DataSatoshi Kume and Kouji Kozakilong

19:20

Improving Low-resource Reading Comprehension via Cross-lingual Transposition RethinkingGaochen Wu, Bin Xu, Yuxin Qin, Weizhou Wang and Geng Wanglong

19:40

ROSE-NER: Robust Semi-supervised Named Entity Recognition on Insufficient Labeled DataHaiyan Chen, Shuwei Yuan and Xiang Zhanglong

20:00

Ontologies of Action and Object in Home Environment towards Injury PreventionSatoshi Nishimura, Shusaku Egami, Takanori Ugai, Mikiko Oono, Koji Kitamura and Ken Fukudashort

20:05

Gene Ranking based on Paths from Phenotypes to Genes on Knowledge GraphAtsuko Yamaguchi, Jae-Moon Shin and Toyofumi Fujiwarashort

20:10

Knowledge Graph Enhanced Community Consensus: a Scenario-based Knowledge Construction on Buddha ImagesAkkharawoot Takhom, Tharathon Utasri, Dhanon Leenoi, Pitchaya Soomjinda, Prachya Boonkwan and Thepchai Supnithishort

20:15

Pre-classification Supporting Reasoning for Document-level Relation ExtractionJiehao Zhao, Guiduo Duan and Tianxi Huangshort

20:20

Automated Reasoning on Machine Learning Model of Legislative Election PredictionYanti Rusmawatishort

20:25

Q&A for Short Papers (breakout rooms)

Break

(20:40–21:00)

Keynote IV

(21:00–22:00)

Chair: Lei Hou

Knowledge Graph and Machine Learning: Three Key Business Needs

Yu Xu, Founder & CEO, TigerGraph

Break

(22:00–22:20)

Session IV: Data, Queries, Semantics

(22:20–00:00)

Chair: TBD

22:20

SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator OntologyRui Zhu, Cogan Shimizu, Shirly Stephen, Lu Zhou, Ling Cai, Gengchen Mai, Krzysztof Janowicz, Mark Schildhauer and Pascal Hitzlerlong

22:40

Enhancing Rare Disease Research with Semantic Integration of Environmental and Health DataAlbert Navarro-Gallinad, Fabrizio Orlandi and Declan O’Sullivanlong

23:00

A Pattern for Features on a Hierarchical Spatial GridCogan Shimizu, Rui Zhu, Gengchen Mai, Colby Fisher, Ling Cai, Mark Schildhauer, Krzysztof Janowicz, Pascal Hitzler, Lu Zhou and Shirly Stephenlong

23:20

Knowledge Graph Curation: A Practical FrameworkElwin Huaman and Dieter Fenselshort

23:25

Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch WeldingDongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor Kostylev and Evgeny Kharlamovshort

23:30

LEKG: A System for Constructing Knowledge Graph from Log ExtractionFangrong Wang, Alan Bundy, Xue Li, Ruiqi Zhu, Kwabena Nuamah, Lei Xu, Stefano Mauceri and Jeff Panshort

23:35

Multi-modal Navigation Interaction Recommendation with a Driver Demand-Based Knowledge GraphKeqi Chen, Jun Ma, Qianwen Zhang and Yue Baishort

23:40

ESDL: Entity Summarization with Deep LearningAbdulkarim Kushk and Krzysztof Kochutshort

23:45

Q&A for Short Papers (breakout rooms)

Break

(00:00–00:20)

Town Hall 

(00:20–00:40)

Chair: Various

Closing & Awards

(00:40–1:00)

Chair: Various

网址：会议交流 https://www.yuejiaxmz.com/news/view/685529

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