[agents] CFP: SentISData at IEEE-DSAA 15: Special session on Emotion and Sentiment in Intelligent Systems and Big Social Data Analysis
Viviana Patti
patti at di.unito.it
Sat May 9 09:48:53 EDT 2015
[Apology for cross-postings]
----------------Call for papers----------------
SentISData
Special session on Emotion and Sentiment in Intelligent Systems and Big
Social Data Analysis
IEEE 2015 International Conference on Data Science and Advanced Analytics
(IEEE DSAA'2015)
19-21 October, 2015, Paris, France
Website: http://dsaa2015.lip6.fr/
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Session Overview
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Aims and Scope:
The rise of social media and the availability of big social data
represent a challenge and a push forward for research on emotion and
sentiment, which can meaningfully contribute to the investigation on
affective cognitive models and their integration into intelligent
systems. Social media are typical contexts for the emergence of
subjective and expressive dimensions, but both the huge amount of data
available and the relative dilution, within these data, of the meaning
to be extracted, have to be carefully taken into account. Moreover, the
role of the affective dimension is crucial also for systems interacting
with humans in communicating data, where affect can contribute to convey
the complex meanings underlying data.
This calls for delving into the evolution of approaches, techniques and
tools for modeling and analyzing emotion and sentiment, with the aim of
dealing with the affective information conveyed by media that reflect
spontaneous, unstructured user responses, and applying big social data
analysis within a dynamic corpus of contents, created and enriched by
users according to new paradigms of interactions fostering emotional
engagement.
Big social data analysis is interdisciplinary and combines areas such as
natural language processing, social network analysis, multimedia
management, social media analytics, trend discovery, information
retrieval, computational linguistics. The goal of this special session
is to collect contributions on the development and application of
techniques for analysing big social data, with a special focus on
sentiment analysis and opinion mining, and on research about paradigms
for the integration of emotional states in intelligent systems, to
improve systems both for what concerns emotion-awareness and affective
human-computer interaction.
Topics of interest include but are not limited to:
- Emotion and sentiment in social media and big data
- Subjectivity, sentiment and emotion detection in social media
- Sentiment-based indexing, search and retrieval in social media
- Sentiment topic detection & trend discovery
- Emotion, sentiment and social network analysis
- Time evolving opinion & sentiment analysis
- Emotions, sentiment and places
- Using big social data to measure happiness
- Emotion models and ontologies of emotions
- Affect in natural language
- Emotion-aware intelligent systems
- Emotions in human-agent interaction and communication
- Emotions, affect and data visualisation
- Applications of sentiment and big data analysis on social sciences,
e-participation, political forecasting, commerce, tourism, education,
healthcare, cultural heritage, etc.
Submission Website and Publication
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Submissions to a special session should be submitted by choosing the
respective special session when you Submit a Paper to IEEE DSAA'2015.
Please log in https://easychair.org/conferences/?conf=ieeedsaa2015 to
submit your papers to the main track and/or special sessions by
selecting the relevant tracks after you logging in the Easychair
submission system.
Accepted special session submissions will be included into the Special
Session part of the main conference proceedings to be published by IEEE
and included into the IEEE Xplore Digital Library, EX-indexed.
Important Dates
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Paper Submission deadline: 18 May, 2015
Notification of acceptance: 6 July, 2015
Final Camera-ready papers due: 28 August, 2015
Session Organizers
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Cristina Bosco, University of Torino, Italy
Erik Cambria, Nanyang Technological University, Singapore
Rossana Damiano, University of Torino, Italy
Viviana Patti, University of Torino, Italy
Paolo Rosso, Technical University of Valencia, Spain
Contact
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If you have any questions regarding the special session please send us
an e-mail to: patti at di.unito.it
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