Title:
ANALYZING SOCIAL MEDIA DATA TO IDENTIFY MARKERS OF COORDINATED MOVEMENTS, USING STANCE DETECTION, AND USING CLUSTERING TECHNIQUES
Document Type and Number:
WIPO Patent Application WO/2023/034358
Kind Code:
A3
Abstract:
The present disclosure relates to methods for analyzing social media data using various techniques, including classifying at least one contagious phenomenon propagating on a network, providing stance detection based on the social media data, clustering the social media data, and/or generating and analyzing knowledge graph embeddings using the social media data.
Inventors:
KELLY JOHN W (US)
BARASH VLADIMIR D (US)
DESHPANDE AMRUTA J (US)
MCQUILLAN ELIZABETH (US)
NIKOLOVA DENITSA D (US)
IMAS EUGENE (US)
WEISS KYLE D (US)
LOPEZ GUEVARA CRISTINA M (US)
CARTER JOSEPH A (US)
MCAWEENEY ERIN R (US)
SETSER ARMAN A (US)
DECTER-FRAIN ARI G (US)
BARASH VLADIMIR D (US)
DESHPANDE AMRUTA J (US)
MCQUILLAN ELIZABETH (US)
NIKOLOVA DENITSA D (US)
IMAS EUGENE (US)
WEISS KYLE D (US)
LOPEZ GUEVARA CRISTINA M (US)
CARTER JOSEPH A (US)
MCAWEENEY ERIN R (US)
SETSER ARMAN A (US)
DECTER-FRAIN ARI G (US)
Application Number:
PCT/US2022/042118
Publication Date:
April 20, 2023
Filing Date:
August 31, 2022
Export Citation:
Assignee:
GRAPHIKA TECH INC (US)
International Classes:
G06Q50/00; G06F16/906; H04L51/52
Foreign References:
| US20130124653A1 | 2013-05-16 | |||
| US20160048556A1 | 2016-02-18 | |||
| US20190164234A1 | 2019-05-30 | |||
| US20200104337A1 | 2020-04-02 | |||
| US20160294907A1 | 2016-10-06 |
Other References:
LI ZIXUAN; JIN XIAOLONG; LI WEI; GUAN SAIPING; GUO JIAFENG; SHEN HUAWEI; WANG YUANZHUO; CHENG XUEQI: "Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning", ARCHITECTUAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, 11 July 2021 (2021-07-11) - 8 October 1987 (1987-10-08), 10662 Los Vaqueros Circle PO Box 3014 Los Alamitos, CA 90720-1264 USA , pages 408 - 417, XP059079894, ISBN: 978-0-8186-0805-6, DOI: 10.1145/3404835.3462963
CHEN QI; WANG WEI; HUANG KAIZHU; COENEN FRANS: "Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data", IEEE INTERNET OF THINGS JOURNAL, vol. 9, no. 12, 28 June 2021 (2021-06-28), pages 9205 - 9213, XP011910357, DOI: 10.1109/JIOT.2021.3093065
ABEER ALDAYEL; WALID MAGDY: "Stance Detection on Social Media: State of the Art and Trends", ARXIV.ORG, 15 April 2021 (2021-04-15), pages 1 - 33, XP081923897, DOI: 10.1016/j.ipm.2021.102597
AL-GHADIR ABDULRAHMAN I.; AZMI AQIL M.; HUSSAIN AMIR: "A novel approach to stance detection in social media tweets by fusing ranked lists and sentiments", INFORMATION FUSION, vol. 67, 15 October 2020 (2020-10-15), US , pages 29 - 40, XP086389920, ISSN: 1566-2535, DOI: 10.1016/j.inffus.2020.10.003
KUCHER KOSTIANTYN; MARTINS RAFAEL M.; PARADIS CARITA; KERREN ANDREAS: "StanceVis Prime: visual analysis of sentiment and stance in social media texts", JOURNAL OF VISUALIZATION, vol. 23, no. 6, 25 August 2020 (2020-08-25), Berlin/Heidelberg, pages 1015 - 1034, XP037258126, ISSN: 1343-8875, DOI: 10.1007/s12650-020-00684-5
CHEN QI; WANG WEI; HUANG KAIZHU; COENEN FRANS: "Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data", IEEE INTERNET OF THINGS JOURNAL, vol. 9, no. 12, 28 June 2021 (2021-06-28), pages 9205 - 9213, XP011910357, DOI: 10.1109/JIOT.2021.3093065
ABEER ALDAYEL; WALID MAGDY: "Stance Detection on Social Media: State of the Art and Trends", ARXIV.ORG, 15 April 2021 (2021-04-15), pages 1 - 33, XP081923897, DOI: 10.1016/j.ipm.2021.102597
AL-GHADIR ABDULRAHMAN I.; AZMI AQIL M.; HUSSAIN AMIR: "A novel approach to stance detection in social media tweets by fusing ranked lists and sentiments", INFORMATION FUSION, vol. 67, 15 October 2020 (2020-10-15), US , pages 29 - 40, XP086389920, ISSN: 1566-2535, DOI: 10.1016/j.inffus.2020.10.003
KUCHER KOSTIANTYN; MARTINS RAFAEL M.; PARADIS CARITA; KERREN ANDREAS: "StanceVis Prime: visual analysis of sentiment and stance in social media texts", JOURNAL OF VISUALIZATION, vol. 23, no. 6, 25 August 2020 (2020-08-25), Berlin/Heidelberg, pages 1015 - 1034, XP037258126, ISSN: 1343-8875, DOI: 10.1007/s12650-020-00684-5
Attorney, Agent or Firm:
SCHALDENBRAND, Michael A. et al. (US)
Download PDF: