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

^*Corresponding author for this work

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

5 Citations (Scopus)

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, Proceedings
Editors	Klaus Schoeffmann, Moncef Gabbouj, Noel E. O'Connor, Ahmed Elgammal, Thanarat H. Chalidabhongse, Supavadee Aramvith, Chong Wah Ngo, Yo-Sung Ho
Publisher	Springer Verlag
Pages	632-644
Number of pages	13
ISBN (Print)	9783319736020
DOIs	https://doi.org/10.1007/978-3-319-73603-7_51
Publication status	Published - 2018
Event	24th International Conference on MultiMedia Modeling, MMM 2018 - Bangkok, Thailand Duration: 5 Feb 2018 → 7 Feb 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10704 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	24th International Conference on MultiMedia Modeling, MMM 2018
Country/Territory	Thailand
City	Bangkok
Period	5/02/18 → 7/02/18

Access to Document

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

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, M. Gabbouj, N. E. O'Connor, A. Elgammal, T. H. Chalidabhongse, S. Aramvith, C. W. Ngo, & Y.-S. Ho (Eds.), MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings (pp. 632-644). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10704 LNCS). Springer Verlag. 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, Proceedings. editor / Klaus Schoeffmann ; Moncef Gabbouj ; Noel E. O'Connor ; Ahmed Elgammal ; Thanarat H. Chalidabhongse ; Supavadee Aramvith ; Chong Wah Ngo ; Yo-Sung Ho. Springer Verlag, 2018. pp. 632-644 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{507f8b5759e1491faa7b345feebae6ab,

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 = "Social multimedia, Storytelling, Summarization",

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

note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.; 24th International Conference on MultiMedia Modeling, MMM 2018 ; Conference date: 05-02-2018 Through 07-02-2018",

year = "2018",

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

language = "English",

isbn = "9783319736020",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "632--644",

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

booktitle = "MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings",

address = "Germany",

}

Rudinac, S, Chua, TS, Diaz-Ferreyra, N, Friedland, G, Gornostaja, T, Huet, B, Kaptein, R, Lindén, K, Moens, MF, Peltonen, J, Redi, M, Schedl, M, Shamma, DA, Smeaton, A & Xie, L 2018, Rethinking Summarization and Storytelling for Modern Social Multimedia. in K Schoeffmann, M Gabbouj, NE O'Connor, A Elgammal, TH Chalidabhongse, S Aramvith, CW Ngo & Y-S Ho (eds), MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10704 LNCS, Springer Verlag, pp. 632-644, 24th International Conference on MultiMedia Modeling, MMM 2018, Bangkok, Thailand, 5/02/18. 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, Proceedings. ed. / Klaus Schoeffmann; Moncef Gabbouj; Noel E. O'Connor; Ahmed Elgammal; Thanarat H. Chalidabhongse; Supavadee Aramvith; Chong Wah Ngo; Yo-Sung Ho. Springer Verlag, 2018. p. 632-644 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10704 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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

PY - 2018

Y1 - 2018

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 - Social multimedia

KW - Storytelling

KW - Summarization

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

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

M3 - Conference contribution

SN - 9783319736020

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 632

EP - 644

BT - MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings

A2 - Schoeffmann, Klaus

A2 - Gabbouj, Moncef

A2 - O'Connor, Noel E.

A2 - Elgammal, Ahmed

A2 - Chalidabhongse, Thanarat H.

A2 - Aramvith, Supavadee

A2 - Ngo, Chong Wah

A2 - Ho, Yo-Sung

PB - Springer Verlag

T2 - 24th International Conference on MultiMedia Modeling, MMM 2018

Y2 - 5 February 2018 through 7 February 2018

ER -

Rudinac S, Chua TS, Diaz-Ferreyra N, Friedland G, Gornostaja T, Huet B et al. Rethinking Summarization and Storytelling for Modern Social Multimedia. In Schoeffmann K, Gabbouj M, O'Connor NE, Elgammal A, Chalidabhongse TH, Aramvith S, Ngo CW, Ho YS, editors, MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings. Springer Verlag. 2018. p. 632-644. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-73603-7_51

Rethinking Summarization and Storytelling for Modern Social Multimedia

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