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Automatic Tweet Detection based on Data Specified through News Production

Authors:

Jun Goto,

Taro Miyazaki,

Yuka Takei,

Kiminobu MakinoAuthors Info & Claims

IUI '18 Companion: Companion Proceedings of the 23rd International Conference on Intelligent User Interfaces

Article No.: 1, Pages 1 - 2

https://doi.org/10.1145/3180308.3180309

Published: 05 March 2018 Publication History

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Abstract

Posts made by individuals on social media have become an indispensable source of information for existing media. In this paper, we describe an automatic Tweet detection system for supporting news production to acquire useful information from social media such as Twitter. The system uses character-based bi-directional long short-term memory with an attention mechanism and learns newsworthy Tweets specified by news producers as training data on a continuous basis. The performance of the system is expected to be improved by learning additional training data generated from its own operation history in news production site.

References

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T. Miyazaki, S. Toriumi, Y. Takei, I. Yamada, and J. Goto. 2017. Extracting Important Tweets for News Writers using Recurrent Neural Network with Attention Mechanism and Multitask Learning, In Proceedings of PACLIC 31.

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Cited By

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Chakraborty RChakraborty N(2023)TwMiner: Mining Relevant Tweets of News Articles2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)10.1109/CCGridW59191.2023.00052(1-3)Online publication date: May-2023
https://doi.org/10.1109/CCGridW59191.2023.00052
Liu CGao YZhang JLiu JFeng S(2021)Research on Industrial Product Quality and Safety Emergency Detection Based on Multifeature Fusion2021 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI)10.1109/IAAI54625.2021.9699941(495-499)Online publication date: 24-Dec-2021
https://doi.org/10.1109/IAAI54625.2021.9699941
Kaneko HGoto JKawai YMochizuki TSato SImai AYamanouchi Y(2020)AI-Driven Smart ProductionSMPTE Motion Imaging Journal10.5594/JMI.2019.2959173129:2(27-35)Online publication date: Mar-2020
https://doi.org/10.5594/JMI.2019.2959173
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Index Terms

Automatic Tweet Detection based on Data Specified through News Production
1. Computing methodologies
  1. Artificial intelligence
    1. Natural language processing
2. Information systems
  1. Information systems applications

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Published In

IUI '18 Companion: Companion Proceedings of the 23rd International Conference on Intelligent User Interfaces

March 2018

141 pages

ISBN:9781450355711

DOI:10.1145/3180308

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.

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Association for Computing Machinery

New York, NY, United States

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Published: 05 March 2018

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March 7 - 11, 2018

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IUI '18 Companion Paper Acceptance Rate 63 of 127 submissions, 50%;

Overall Acceptance Rate 746 of 2,811 submissions, 27%

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Chakraborty RChakraborty N(2023)TwMiner: Mining Relevant Tweets of News Articles2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)10.1109/CCGridW59191.2023.00052(1-3)Online publication date: May-2023
https://doi.org/10.1109/CCGridW59191.2023.00052
Liu CGao YZhang JLiu JFeng S(2021)Research on Industrial Product Quality and Safety Emergency Detection Based on Multifeature Fusion2021 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI)10.1109/IAAI54625.2021.9699941(495-499)Online publication date: 24-Dec-2021
https://doi.org/10.1109/IAAI54625.2021.9699941
Kaneko HGoto JKawai YMochizuki TSato SImai AYamanouchi Y(2020)AI-Driven Smart ProductionSMPTE Motion Imaging Journal10.5594/JMI.2019.2959173129:2(27-35)Online publication date: Mar-2020
https://doi.org/10.5594/JMI.2019.2959173
Komori TMishima TMiyazaki TEndo RKawai Y(2020)1. AI for Broadcasting: Smart production1．放送におけるAI活用の取り組み～スマートプロダクション～The Journal of The Institute of Image Information and Television Engineers10.3169/itej.74.44774:3(447-454)Online publication date: 2020
https://doi.org/10.3169/itej.74.447

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What is a tweet worth?: measuring the value of social media for an academic institution

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Engage Early, Correct More: How Journalists Participate in False Rumors Online during Crisis Events

What is a tweet worth?: measuring the value of social media for an academic institution

Celebrity's self-disclosure on Twitter and parasocial relationships

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