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Understanding Twitter data with TweetXplorer

Published: 11 August 2013 Publication History

Abstract

In the era of big data it is increasingly difficult for an analyst to extract meaningful knowledge from a sea of information. We present TweetXplorer, a system for analysts with little information about an event to gain knowledge through the use of effective visualization techniques. Using tweets collected during Hurricane Sandy as an example, we will lead the reader through a workflow that exhibits the functionality of the system.

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Cited By

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  • (2023)Online Confirmation-Augmented Probabilistic Topic Modeling in Cyber-Physical Social Infrastructure SystemsProceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation10.1145/3600100.3626341(390-397)Online publication date: 15-Nov-2023
  • (2023)Using geovisual analytics to enrich conservation science: a review of interactive visualization of wildlife and environmental spatial data across ecosystemsInternational Journal of Cartography10.1080/23729333.2023.21906289:2(286-318)Online publication date: 28-May-2023
  • (2023)Leveraging SMEs technologies adoption in the Covid-19 pandemic: a case study on Twitter-based user-generated contentThe Journal of Technology Transfer10.1007/s10961-023-10023-z48:5(1696-1722)Online publication date: 29-Jul-2023
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Published In

cover image ACM Conferences
KDD '13: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
August 2013
1534 pages
ISBN:9781450321747
DOI:10.1145/2487575
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 11 August 2013

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Author Tags

  1. big data
  2. geospatial analysis
  3. retweet network
  4. twitter visualization

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  • Demonstration

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KDD' 13
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KDD '13 Paper Acceptance Rate 125 of 726 submissions, 17%;
Overall Acceptance Rate 1,133 of 8,635 submissions, 13%

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Cited By

View all
  • (2023)Online Confirmation-Augmented Probabilistic Topic Modeling in Cyber-Physical Social Infrastructure SystemsProceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation10.1145/3600100.3626341(390-397)Online publication date: 15-Nov-2023
  • (2023)Using geovisual analytics to enrich conservation science: a review of interactive visualization of wildlife and environmental spatial data across ecosystemsInternational Journal of Cartography10.1080/23729333.2023.21906289:2(286-318)Online publication date: 28-May-2023
  • (2023)Leveraging SMEs technologies adoption in the Covid-19 pandemic: a case study on Twitter-based user-generated contentThe Journal of Technology Transfer10.1007/s10961-023-10023-z48:5(1696-1722)Online publication date: 29-Jul-2023
  • (2022)DeFVIS: Visual Analysis of Microscopic Parameters and Macroscopic Properties of Fluoropolymers2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI)10.1109/PRAI55851.2022.9904043(1292-1298)Online publication date: 19-Aug-2022
  • (2021)Methods of Ensuring Energy Security with the Use of Hard Coal—The Case of PolandEnergies10.3390/en1418560914:18(5609)Online publication date: 7-Sep-2021
  • (2021)Lumina: an adaptive, automated and extensible prototype for exploring, enriching and visualizing dataJournal of Visualization10.1007/s12650-020-00718-y24:3(631-655)Online publication date: 4-Jan-2021
  • (2020)Sentiment Analysis of Tweets on Coronavirus Disease 2019 (COVID-19) Pandemic from Metro Manila, PhilippinesCybernetics and Information Technologies10.2478/cait-2020-005220:4(141-155)Online publication date: 10-Dec-2020
  • (2020)Dynamic of interactive model for information propagation across social networks mediaAdvances in Difference Equations10.1186/s13662-020-02774-y2020:1Online publication date: 29-Jun-2020
  • (2020)Enhanced flood mapping using synthetic aperture radar (SAR) images, hydraulic modelling, and social media: A case study of Hurricane Harvey (Houston, TX)Journal of Flood Risk Management10.1111/jfr3.1264713:4Online publication date: 16-Jul-2020
  • (2020)TAQE: Tweet Retrieval-Based Infrastructure Damage Assessment During DisastersIEEE Transactions on Computational Social Systems10.1109/TCSS.2019.29572087:2(389-403)Online publication date: Apr-2020
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