Rethinking Summarization and Storytelling for Modern Social Multimedia

Stevan Rudinac; Tat-Seng Chua; Nicolas Diaz-Ferreyra; Gerald Friedland; Tatjana Gornostaja; Benoit Huet; Rianne Kaptein; Krister Lindén; Marie-Francine Moens; Jaakko Peltonen; Miriam Redi; Markus Schedl; David A. Shamma; Alan Smeaton; Lexing Xie

doi:10.1007/978-3-319-73603-7_51

Rethinking Summarization and Storytelling for Modern Social Multimedia

Stevan Rudinac, Tat-Seng Chua, Nicolas Diaz-Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan Smeaton, Lexing Xie

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

Abstract

Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to refocus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for flexible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation.

Original language	English
Title of host publication	MultiMedia Modeling : 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I
Editors	Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong Wah Ngo, Supavadee Aramvith, Noel E. O'Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal
Number of pages	13
Volume	1
Place of Publication	Cham
Publisher	Springer International Publishing AG
Publication date	28 Jan 2018
Pages	632-644
ISBN (Print)	978-3-319-73602-0
ISBN (Electronic)	978-3-319-73603-7
DOIs	https://doi.org/10.1007/978-3-319-73603-7_51
Publication status	Published - 28 Jan 2018
MoE publication type	A4 Article in conference proceedings
Event	International Conference on Multi-Media Modeling 2018: SS: Multimedia Analytics: Perspectives, Techniques and Applications - Bangkok, Thailand Duration: 5 Feb 2018 → 7 Feb 2018 Conference number: 24

Publication series

Name	LNCS
Publisher	Springer
Number	10704
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Fields of Science

6121 Languages
213 Electronic, automation and communications engineering, electronics

Access to Document

10.1007/978-3-319-73603-7_51

1 Finished
1 Active

ANEE: ANEE Team 1: Digital Humanities Approaches
Svärd, S., Linden, K., Bach, J., Jauhiainen, T., Jauhiainen, H., Sahala, A., Konstantopoulos, G., Fink, S., Zaia, S., Luukko, M. I., Bennett, E. R., Alstola, T., Vanderstraeten, E., Autere, K., Giessler, J., Debourse, C. H. I., Tambs, L., Valk, J., Uotila, R. & Jones, C. W.
01/01/2018 → 31/12/2025
Project: Research project
Semantic Domains in Akkadian Texts
Linden, K., Alstola, T., Jauhiainen, H., Jauhiainen, T., Sahala, A., Svärd, S. & Zaia, S.
01/09/2016 → 31/08/2020
Project: Research project

CLARIN - Common Language Resource and Technology Infrastructure in Finland
Krister Linden (Manager)
Department of Digital Humanities
Facility/equipment: Equipment

Cite this

Rudinac, S., Chua, T-S., Diaz-Ferreyra, N., Friedland, G., Gornostaja, T., Huet, B., Kaptein, R., Lindén, K., Moens, M-F., Peltonen, J., Redi, M., Schedl, M., Shamma, D. A., Smeaton, A., & Xie, L. (2018). Rethinking Summarization and Storytelling for Modern Social Multimedia. In K. Schoeffmann, T. H. Chalidabhongse, C. W. Ngo, S. Aramvith, N. E. O'Connor, Y-S. Ho, M. Gabbouj, & A. Elgammal (Eds.), MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I (Vol. 1, pp. 632-644). (LNCS; No. 10704). Springer International Publishing AG. https://doi.org/10.1007/978-3-319-73603-7_51

Rudinac, Stevan ; Chua, Tat-Seng ; Diaz-Ferreyra, Nicolas et al. / Rethinking Summarization and Storytelling for Modern Social Multimedia. MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I. editor / Klaus Schoeffmann ; Thanarat H. Chalidabhongse ; Chong Wah Ngo ; Supavadee Aramvith ; Noel E. O'Connor ; Yo-Sung Ho ; Moncef Gabbouj ; Ahmed Elgammal. Vol. 1 Cham : Springer International Publishing AG, 2018. pp. 632-644 (LNCS; 10704).

@inproceedings{b959e57767b945af884a840a19148c19,

title = "Rethinking Summarization and Storytelling for Modern Social Multimedia",

abstract = "Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to refocus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for flexible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation.",

keywords = "6121 Languages, 213 Electronic, automation and communications engineering, electronics",

author = "Stevan Rudinac and Tat-Seng Chua and Nicolas Diaz-Ferreyra and Gerald Friedland and Tatjana Gornostaja and Benoit Huet and Rianne Kaptein and Krister Lind{\'e}n and Marie-Francine Moens and Jaakko Peltonen and Miriam Redi and Markus Schedl and Shamma, {David A.} and Alan Smeaton and Lexing Xie",

year = "2018",

month = jan,

day = "28",

doi = "10.1007/978-3-319-73603-7_51",

language = "English",

isbn = "978-3-319-73602-0 ",

volume = "1",

series = "LNCS",

publisher = "Springer International Publishing AG",

number = "10704",

pages = "632--644",

editor = "Klaus Schoeffmann and Chalidabhongse, {Thanarat H.} and Ngo, {Chong Wah} and Supavadee Aramvith and O'Connor, {Noel E.} and Yo-Sung Ho and Moncef Gabbouj and Ahmed Elgammal",

booktitle = "MultiMedia Modeling",

address = "Switzerland",

note = "International Conference on Multi-Media Modeling 2018 : SS: Multimedia Analytics: Perspectives, Techniques and Applications, MMM 2018 ; Conference date: 05-02-2018 Through 07-02-2018",

}

Rudinac, S, Chua, T-S, Diaz-Ferreyra, N, Friedland, G, Gornostaja, T, Huet, B, Kaptein, R, Lindén, K, Moens, M-F, Peltonen, J, Redi, M, Schedl, M, Shamma, DA, Smeaton, A & Xie, L 2018, Rethinking Summarization and Storytelling for Modern Social Multimedia. in K Schoeffmann, TH Chalidabhongse, CW Ngo, S Aramvith, NE O'Connor, Y-S Ho, M Gabbouj & A Elgammal (eds), MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I. vol. 1, LNCS, no. 10704, Springer International Publishing AG, Cham, pp. 632-644, International Conference on Multi-Media Modeling 2018, Bangkok, Thailand, 05/02/2018. https://doi.org/10.1007/978-3-319-73603-7_51

Rethinking Summarization and Storytelling for Modern Social Multimedia. / Rudinac, Stevan; Chua, Tat-Seng; Diaz-Ferreyra, Nicolas et al.

MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I. ed. / Klaus Schoeffmann; Thanarat H. Chalidabhongse; Chong Wah Ngo; Supavadee Aramvith; Noel E. O'Connor; Yo-Sung Ho; Moncef Gabbouj; Ahmed Elgammal. Vol. 1 Cham : Springer International Publishing AG, 2018. p. 632-644 (LNCS; No. 10704).

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

TY - GEN

T1 - Rethinking Summarization and Storytelling for Modern Social Multimedia

AU - Rudinac, Stevan

AU - Chua, Tat-Seng

AU - Diaz-Ferreyra, Nicolas

AU - Friedland, Gerald

AU - Gornostaja, Tatjana

AU - Huet, Benoit

AU - Kaptein, Rianne

AU - Lindén, Krister

AU - Moens, Marie-Francine

AU - Peltonen, Jaakko

AU - Redi, Miriam

AU - Schedl, Markus

AU - Shamma, David A.

AU - Smeaton, Alan

AU - Xie, Lexing

N1 - Conference code: 24

PY - 2018/1/28

Y1 - 2018/1/28

N2 - Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to refocus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for flexible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation.

AB - Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to refocus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for flexible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation.

KW - 6121 Languages

KW - 213 Electronic, automation and communications engineering, electronics

U2 - 10.1007/978-3-319-73603-7_51

DO - 10.1007/978-3-319-73603-7_51

M3 - Conference contribution

SN - 978-3-319-73602-0

VL - 1

T3 - LNCS

SP - 632

EP - 644

BT - MultiMedia Modeling

A2 - Schoeffmann, Klaus

A2 - Chalidabhongse, Thanarat H.

A2 - Ngo, Chong Wah

A2 - Aramvith, Supavadee

A2 - O'Connor, Noel E.

A2 - Ho, Yo-Sung

A2 - Gabbouj, Moncef

A2 - Elgammal, Ahmed

PB - Springer International Publishing AG

CY - Cham

T2 - International Conference on Multi-Media Modeling 2018

Y2 - 5 February 2018 through 7 February 2018

ER -

Rudinac S, Chua T-S, Diaz-Ferreyra N, Friedland G, Gornostaja T, Huet B et al. Rethinking Summarization and Storytelling for Modern Social Multimedia. In Schoeffmann K, Chalidabhongse TH, Ngo CW, Aramvith S, O'Connor NE, Ho Y-S, Gabbouj M, Elgammal A, editors, MultiMedia Modeling: 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I. Vol. 1. Cham: Springer International Publishing AG. 2018. p. 632-644. (LNCS; 10704). doi: 10.1007/978-3-319-73603-7_51

Rethinking Summarization and Storytelling for Modern Social Multimedia

Abstract

Publication series

Fields of Science

Access to Document

Projects

ANEE: ANEE Team 1: Digital Humanities Approaches

Semantic Domains in Akkadian Texts

Equipment

CLARIN - Common Language Resource and Technology Infrastructure in Finland

Cite this