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EduVis: Visualization for Education Knowledge Graph Based on Web Data

Published: 24 September 2016 Publication History

Abstract

How to clearly present the internal structure of knowledge graph is particularly important, however, the current visualization researches about it are rare. We construct education knowledge graph utilizing extracted entities and entity relations, and construct a visual analysis platform, EduVis. In EduVis, we design and implement a) a layout of events network based on topological structure to explore in details, b) a layout of event network based on timeline to explore time information, c) a click tracking path to record the history of users' clicks and help users backtrack.

References

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Jijkoun, V., Khalid, M. A., Marx, M., & De Rijke, M. 2008. Named entity normalization in user generated content. The Workshop on Analytics for Noisy Unstructured Text Data. (New York, USA, 2008) ACM, 23--30.
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Shen, W., Wang, J., Luo, P., Wang, M and Yao, C. 2011. REACTOR: a framework for semantic relation extraction and tagging over enterprise data. In Proceedings of the 20th international conference companion on World Wide Web. (New York, USA, 2011) ACM, 121--122.
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Jianu, R., Rusu, A., Hu, Y., & Taggart, D. 2014. How to display group information on node-link diagrams: an evaluation. IEEE Transactions on Visualization & Computer Graphics, 20(11), 1530--1541.
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Walshaw, C. 2000. A multilevel algorithm for force-directed graph drawing. In Proceedings of Graph Drawing. Springer Berlin Heidelberg, 171--182.
[5]
Nguyen, P. H., Xu, K., Walker, R., and Wong, B.W. 2015. TimeSets: Timeline visualization with set relations. Information Visualization. (Oct 2015) DOI=10.1177/1473871615605347.
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Kucher, K., Schamp-Bjerede, T., Kerren, A., Paradis, C., & Sahlgren, M. (2016). Visual analysis of online social media to open up the investigation of stance phenomena. Information Visualization, 15(2), 93--116.

Cited By

View all
  • (2024)CourseKG: An Educational Knowledge Graph Based on Course Information for Precision TeachingApplied Sciences10.3390/app1407271014:7(2710)Online publication date: 23-Mar-2024
  • (2024)Knowledge-Graph-Driven Mind Mapping for Immersive Collaborative Learning: A Pilot Study in Edu-MetaverseIEEE Transactions on Learning Technologies10.1109/TLT.2024.340663817(1834-1848)Online publication date: 2024
  • (2024)Interactive optimization of relation extraction via knowledge graph representation learningJournal of Visualization10.1007/s12650-024-00955-527:2(197-213)Online publication date: 1-Apr-2024
  • Show More Cited By

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Information

Published In

cover image ACM Other conferences
VINCI '16: Proceedings of the 9th International Symposium on Visual Information Communication and Interaction
September 2016
173 pages
ISBN:9781450341493
DOI:10.1145/2968220
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 September 2016

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Author Tags

  1. Education knowledge graph
  2. Visualization
  3. Web data

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  • Poster
  • Research
  • Refereed limited

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VINCI '16

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VINCI '16 Paper Acceptance Rate 14 of 42 submissions, 33%;
Overall Acceptance Rate 71 of 193 submissions, 37%

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Cited By

View all
  • (2024)CourseKG: An Educational Knowledge Graph Based on Course Information for Precision TeachingApplied Sciences10.3390/app1407271014:7(2710)Online publication date: 23-Mar-2024
  • (2024)Knowledge-Graph-Driven Mind Mapping for Immersive Collaborative Learning: A Pilot Study in Edu-MetaverseIEEE Transactions on Learning Technologies10.1109/TLT.2024.340663817(1834-1848)Online publication date: 2024
  • (2024)Interactive optimization of relation extraction via knowledge graph representation learningJournal of Visualization10.1007/s12650-024-00955-527:2(197-213)Online publication date: 1-Apr-2024
  • (2023)On the Issue of Optimum Machine Learning Methods for Filling and Updating Nuclear Knowledge GraphsLobachevskii Journal of Mathematics10.1134/S199508022301041944:1(227-236)Online publication date: 17-May-2023
  • (2023)Toward an Edu-Metaverse of Knowledge: Immersive Exploration of University CoursesIEEE Transactions on Learning Technologies10.1109/TLT.2023.329081416:6(1096-1110)Online publication date: Dec-2023
  • (2023)Knowledge Graphs for Competency-Based Education2023 IEEE International Conference on Big Data (BigData)10.1109/BigData59044.2023.10386727(2942-2945)Online publication date: 15-Dec-2023
  • (2022)Knowledge Graphs in Education and Employability: A Survey on Applications and TechniquesIEEE Access10.1109/ACCESS.2022.319406310(80174-80183)Online publication date: 2022
  • (2021)Constructing an Educational Knowledge Graph with Concepts Linked to WikipediaJournal of Computer Science and Technology10.1007/s11390-020-0328-236:5(1200-1211)Online publication date: 30-Sep-2021

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