TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context

Shane Sheehan; Saturnino Luz; Masood Masoodian

TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context

Shane Sheehan, Saturnino Luz, Masood Masoodian

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Abstract

In this paper we present TeMoTopic, a visualization component for temporal exploration of topics in text corpora. TeMoTopic uses the temporal mosaic metaphor to present topics as a timeline of stacked bars along with related keywords for each topic. The visualization serves as an overview of the temporal distribution of topics, along with the keyword contents of the topics, which collectively support detail-on-demand interactions with the source text of the corpora. Through these interactions and the use of keyword highlighting, the content related to each topic and its change over time can be explored.

Original language	English
Title of host publication	Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation
Editors	Hannu Toivonen, Michele Boggia
Publisher	Association for Computational Linguistics (ACL)
Pages	56-61
Number of pages	7
ISBN (Print)	9781954085138
Publication status	Published - 19 Apr 2021
MoE publication type	A4 Article in a conference publication
Event	EACL Hackashop on News Media Content Analysis and Automated Report Generation - Virtual, Online Duration: 19 Apr 2021 → 19 Apr 2021 http://embeddia.eu/hackashop2021/

Workshop

Workshop	EACL Hackashop on News Media Content Analysis and Automated Report Generation
City	Virtual, Online
Period	19/04/2021 → 19/04/2021
Internet address	http://embeddia.eu/hackashop2021/

Keywords

visualization
word lists
linguistics
word frequencies
word clouds

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TeMoTopic_2021Final published version, 468 KBLicence: CC BY

Cite this

@inproceedings{4fd4204e156a4b0598d8d1b808b9439f,

title = "TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context",

abstract = "In this paper we present TeMoTopic, a visualization component for temporal exploration of topics in text corpora. TeMoTopic uses the temporal mosaic metaphor to present topics as a timeline of stacked bars along with related keywords for each topic. The visualization serves as an overview of the temporal distribution of topics, along with the keyword contents of the topics, which collectively support detail-on-demand interactions with the source text of the corpora. Through these interactions and the use of keyword highlighting, the content related to each topic and its change over time can be explored.",

keywords = "visualization, word lists, linguistics, word frequencies, word clouds",

author = "Shane Sheehan and Saturnino Luz and Masood Masoodian",

year = "2021",

month = apr,

day = "19",

language = "English",

isbn = "9781954085138",

pages = "56--61",

editor = "Hannu Toivonen and Michele Boggia",

booktitle = "Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation",

publisher = "Association for Computational Linguistics (ACL)",

address = "United States",

note = "EACL Hackashop on News Media Content Analysis and Automated Report Generation ; Conference date: 19-04-2021 Through 19-04-2021",

url = "http://embeddia.eu/hackashop2021/",

}

Sheehan, S, Luz, S & Masoodian, M 2021, TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context. in H Toivonen & M Boggia (eds), Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation. Association for Computational Linguistics (ACL), pp. 56-61, EACL Hackashop on News Media Content Analysis and Automated Report Generation, Virtual, Online, 19/04/2021.

TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context. / Sheehan, Shane; Luz, Saturnino; Masoodian, Masood.

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation. ed. / Hannu Toivonen; Michele Boggia. Association for Computational Linguistics (ACL), 2021. p. 56-61.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context

AU - Sheehan, Shane

AU - Luz, Saturnino

AU - Masoodian, Masood

PY - 2021/4/19

Y1 - 2021/4/19

N2 - In this paper we present TeMoTopic, a visualization component for temporal exploration of topics in text corpora. TeMoTopic uses the temporal mosaic metaphor to present topics as a timeline of stacked bars along with related keywords for each topic. The visualization serves as an overview of the temporal distribution of topics, along with the keyword contents of the topics, which collectively support detail-on-demand interactions with the source text of the corpora. Through these interactions and the use of keyword highlighting, the content related to each topic and its change over time can be explored.

AB - In this paper we present TeMoTopic, a visualization component for temporal exploration of topics in text corpora. TeMoTopic uses the temporal mosaic metaphor to present topics as a timeline of stacked bars along with related keywords for each topic. The visualization serves as an overview of the temporal distribution of topics, along with the keyword contents of the topics, which collectively support detail-on-demand interactions with the source text of the corpora. Through these interactions and the use of keyword highlighting, the content related to each topic and its change over time can be explored.

KW - visualization

KW - word lists

KW - linguistics

KW - word frequencies

KW - word clouds

UR - https://aclanthology.org/2021.hackashop-1.8

M3 - Conference contribution

SN - 9781954085138

SP - 56

EP - 61

BT - Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation

A2 - Toivonen, Hannu

A2 - Boggia, Michele

PB - Association for Computational Linguistics (ACL)

T2 - EACL Hackashop on News Media Content Analysis and Automated Report Generation

Y2 - 19 April 2021 through 19 April 2021

ER -

TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords and Context

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