Event Prediction in Event-Centric Knowledge Graphs Using BERT

被引：0
|
作者：
Ugai, Takanori [1 ,2 ]
Egami, Shusaku [1 ]
Fukuda, Ken [1 ]
机构：
[1] Natl Inst Adv Ind Sci & Technol, Tokyo, Japan
[2] Fujitsu, Kawasaki, Kanagawa, Japan
来源：
18TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, ICSC 2024 | 2024年
关键词：
D O I：
10.1109/ICSC59802.2024.00055
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The dataset provided by the Knowledge Graph Reasoning Challenge is an event-centric knowledge graph representation of avatar behavior in a virtual space. Therefore, it contains information about the entire virtual space, including parts of the virtual space that are hidden in the video. However, some information cannot be obtained by any means; for example, when sensor data from the real world are collected. In this paper, we report a method for predicting hidden parts using BERT and the results of experiments using this method, using the Challenge dataset as complete data for training.
引用
收藏
页码：306 / 310
页数：5
相关论文
共 50 条
  • [31] EveOut: an Event-centric News Dataset to Analyze an Outlet's Event Selection Patterns
    Swati
    Mladenic, Dunja
    Erjavec, Tomaz
    INFORMATICA-AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS, 2021, 45 (07): : 25 - 30
  • [32] Multi-Web, Event-Centric Urban Information Integration
    Montanelli, Stefano
    Castano, Silvana
    Genta, Lorenzo
    8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012), 2012, : 852 - 859
  • [33] The LACRIMALit Ontology of Crisis: An Event-Centric Model for Digital History
    Papadopoulou, Maria
    Roche, Christophe
    Tamiolaki, Eleni-Melina
    INFORMATION, 2022, 13 (08)
  • [34] Event-centric simulation of crosstalk pulse faults in sequential circuits
    Phadoongsidhi, M
    Saluja, KK
    21ST INTERNATIONAL CONFERENCE ON COMPUTER DESIGN, PROCEEDINGS, 2003, : 42 - 47
  • [35] Event-centric Machine Strategic Reading Approach for Scientific Literature
    Zhang, Junsheng
    Sun, Yunchuan
    Gao, Yuan
    Fang, Xinyue
    2018 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS, 2019, 147 : 44 - 48
  • [36] News Article Retrieval in Context for Event-centric Narrative Creation
    Voskarides, Nikos
    Meij, Edgar
    Sauer, Sabrina
    de Rijke, Maarten
    PROCEEDINGS OF THE FIRST WORKSHOP ON INTELLIGENT AND INTERACTIVE WRITING ASSISTANTS (IN2WRITING 2022), 2022, : 72 - 73
  • [37] Towards extracting event-centric collections from Web archives
    Gossen, Gerhard
    Risse, Thomas
    Demidova, Elena
    INTERNATIONAL JOURNAL ON DIGITAL LIBRARIES, 2020, 21 (01) : 31 - 45
  • [38] Towards extracting event-centric collections from Web archives
    Gerhard Gossen
    Thomas Risse
    Elena Demidova
    International Journal on Digital Libraries, 2020, 21 : 31 - 45
  • [39] VECtor: A Versatile Event-Centric Benchmark for Multi-Sensor SLAM
    Gao, Ling
    Liang, Yuxuan
    Yang, Jiaqi
    Wu, Shaoxun
    Wang, Chenyu
    Chen, Jiaben
    Kneip, Laurent
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (03) : 8217 - 8224
  • [40] EventKG plus TL: Creating Cross-Lingual Timelines from an Event-Centric Knowledge Graph
    Gottschalk, Simon
    Demidova, Elena
    SEMANTIC WEB: ESWC 2018 SATELLITE EVENTS, 2018, 11155 : 164 - 169
12345