@InProceedings{Milon-FloresOchoGome:2019:GeAuSu,
author = "Milon-Flores, Daniela F. and Ochoa-Luna, Jose and Gomez-Nieto,
Erick",
affiliation = "Department of Computer Science, Universidad Cat{\'o}lica San
Pablo, Arequipa, Peru and Department of Computer Science,
Universidad Cat{\'o}lica San Pablo, Arequipa, Peru and Center for
the Study of Violence, University of Sao Paulo, Sao Paulo-SP,
Brazil",
title = "Generating audiovisual summaries from literary works using emotion
analysis",
booktitle = "Proceedings...",
year = "2019",
editor = "Oliveira, Luciano Rebou{\c{c}}as de and Sarder, Pinaki and Lage,
Marcos and Sadlo, Filip",
organization = "Conference on Graphics, Patterns and Images, 32. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "audiovisual summaries,emotion analysis,musical
composition,graph-based animation.",
abstract = "Literature work reading is an essential activity for human
communication and learning. However, several relevant tasks as
selection, filter or analyze in a high number of such works become
complex. For dealing with this requirement, several strategies are
proposed to rapidly inspect substantial amounts of text, or
retrieve information previously read, exploiting graphical,
textual or auditory resources. In this paper, we propose a
methodology to generate audiovisual summaries by the combination
of emotion-based music composition and graph-based animation. We
applied natural language processing algorithms for extracting
emotions and characters involved in literary work. Then, we use
the extracted information to compose a musical piece to accompany
the visual narration of the story aiming to convey the extracted
emotion. For that, we set important musical features as chord
progressions, tempo, scale, and octaves, and we assign a set of
suitable instruments. Moreover, we animate a graph to sum up the
dialogues between the characters in the literary work. Finally, to
assess the quality of our methodology, we conducted two user
studies that reveal that our proposal provides a high level of
understanding over the content of the literary work besides
bringing a pleasant experience to the user.",
conference-location = "Rio de Janeiro, RJ, Brazil",
conference-year = "28-31 Oct. 2019",
doi = "10.1109/SIBGRAPI.2019.00013",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2019.00013",
language = "en",
ibi = "8JMKD3MGPEW34M/3U34M8B",
url = "http://urlib.net/ibi/8JMKD3MGPEW34M/3U34M8B",
targetfile = "paper.pdf",
urlaccessdate = "2024, Apr. 28"
}