[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3383583.3398631acmconferencesArticle/Chapter ViewAbstractPublication PagesjcdlConference Proceedingsconference-collections
abstract

Gandhipedia: A One-stop AI-enabled Portal for Browsing Gandhian Literature, Life-events and His Social Network

Published: 01 August 2020 Publication History

Abstract

We introduce an AI-enabled portal that presents an excellent visualization of Mahatma Gandhi's life events by constructing temporal and spatial social networks from the Gandhian literature. Applying an ensemble of methods drawn from NLTK, Polyglot and Spacy we extract the key persons and places that find mentions in Gandhi's written works. We visualize these entities and connections between them based on co-mentions within the same time frame as networks in an interactive web portal. The nodes in the network, when clicked, fire search queries about the entity and all the information about the entity presented in the corresponding book from which the network is constructed, are retrieved and presented back on the portal. Overall, this system can be used as a digital and user-friendly resource to study Gandhian literature.

References

[1]
P. Held, B. Krause, and R. Kruse. 2016. Dynamic Clustering in Social Networks Using Louvain and Infomap Method. In 2016 Third European Network Intelligence Conference (ENIC). IEEE Computer Society, Los Alamitos, CA, USA, 61--68. https: //doi.org/10.1109/ENIC.2016.017
[2]
Oleksii Kononenko, Olga Baysal, Reid Holmes, and Michael W. Godfrey. 2014. Mining Modern Repositories with Elasticsearch. In Proceedings of the 11th Working Conference on Mining Software Repositories (Hyderabad, India) (MSR 2014). Association for Computing Machinery, New York, NY, USA, 328--331. https: //doi.org/10.1145/2597073.2597091
[3]
Sabarmati Ashram Preservation and Memorial Trust. 2013. The Collected Works of Mahatma Gandhi. https://www.gandhiheritageportal.org/the-collected-worksof- mahatma-gandhi. [Online; accessed 22-February-2020].

Cited By

View all
  • (2023)Placing (Historical) Facts on a Timeline: A Classification Cum Coref Resolution ApproachMachine Learning and Knowledge Discovery in Databases10.1007/978-3-031-26422-1_21(335-352)Online publication date: 18-Mar-2023

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020
August 2020
611 pages
ISBN:9781450375856
DOI:10.1145/3383583
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.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 August 2020

Check for updates

Author Tags

  1. Mahatma Gandhi
  2. entity recognition
  3. temporal networks
  4. text processing

Qualifiers

  • Abstract

Conference

JCDL '20
Sponsor:

Acceptance Rates

Overall Acceptance Rate 415 of 1,482 submissions, 28%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)10
  • Downloads (Last 6 weeks)2
Reflects downloads up to 31 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2023)Placing (Historical) Facts on a Timeline: A Classification Cum Coref Resolution ApproachMachine Learning and Knowledge Discovery in Databases10.1007/978-3-031-26422-1_21(335-352)Online publication date: 18-Mar-2023

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media