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BigData 2015 : AI for Big Social Data @ FLAIRS-28

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Link: http://sentic.net/bigdata
 
When May 18, 2015 - May 20, 2015
Where Hollywood, Florida, USA
Submission Deadline Nov 17, 2014
Notification Due Jan 19, 2015
Final Version Due Feb 23, 2015
Categories    big data   information retrieval   NLP
 

Call For Papers



Apologies for cross-posting,

Submissions are invited for a FLAIRS-28 special track on Artificial Intelligence
for Big Social Data Analysis in cooperation with the Association for the
Advancement of Artificial Intelligence (AAAI). For more information, please
visit: http://sentic.net/bigdata

RATIONALE
As the Web rapidly evolves, Web users are evolving with it. In an era of social
connectedness, people are becoming increasingly enthusiastic about interacting,
sharing, and collaborating through social networks, online communities, blogs,
Wikis, and other online collaborative media. In recent years, this collective
intelligence has spread to many different areas, with particular focus on fields
related to everyday life such as commerce, tourism, education, and health,
causing the size of the Social Web to expand exponentially.

The distillation of knowledge from such a large amount of unstructured
information, however, is an extremely difficult task, as the contents of today's
Web are perfectly suitable for human consumption, but remain hardly accessible
to machines. The opportunity to capture the opinions of the general public about
social events, political movements, company strategies, marketing campaigns, and
product preferences has raised growing interest both within the scientific
community, leading to many exciting open challenges, as well as in the business
world, due to the remarkable benefits to be had from marketing and financial
market prediction.

The main aim of this Special Track is to explore the new frontiers of big data
computing for opinion mining and sentiment analysis through machine learning
techniques, knowledge-based systems, adaptive and transfer learning, in order to
more efficiently retrieve and extract social information from the Web.

TOPICS
The Special Track aims to provide an international forum for researchers in the
field of big data computing for opinion mining and sentiment analysis to share
information on their latest investigations in social information retrieval and
their applications both in academic research areas and industrial sectors. The
broader context of the Special Track comprehends information retrieval, natural
language processing, web mining, semantic web, and artificial intelligence.
Topics of interest include but are not limited to:
• Machine learning for sentiment mining
• Concept-level sentiment analysis
• Biologically-inspired opinion mining
• Sentiment identification & classification
• Association rule learning for opinion mining
• Time evolving opinion & sentiment analysis
• Multi-modal sentiment analysis
• Multi-domain & cross-domain evaluation
• Knowledge base construction & integration with opinion analysis
• Transfer learning of opinion & sentiment with knowledge bases
• Sentiment topic detection & trend discovery
• Social ranking
• Social network analysis
• Opinion spam detection

The Special Issue also welcomes papers on specific application domains of
knowledge-based systems for big social data analysis, e.g., influence networks,
customer experience management, intelligent user interfaces, multimedia
management, computer-mediated human-human communication, enterprise feedback
management, surveillance, art.

TIMEFRAME
November 17th, 2014: Paper submission deadline
January 19th, 2015: Notification of paper acceptance
February 23rd, 2015: Camera-ready of accepted papers
May 18th-20th, 2015: Conference dates

SUBMISSION AND PROCEEDINGS
Submitted papers must be original, and not submitted concurrently to a journal
or another conference. Double-blind reviewing will be provided, so submitted
papers must use fake author names and affiliations. Papers must use the latest
AAAI Press template, and must be submitted as PDF through the EasyChair
conference system. There are three kinds of submissions: full papers (up to 6
pages), short papers (up to 4 pages), and poster abstracts (up to 250 words).
Acceptance as a full paper entails a 20 minute presentation during a regular
session, while short papers and abstracts will be required to participate in the
poster session. Rejected full papers may still be accepted as short papers or
poster abstracts. Selected, expanded versions of Special Track papers will be
published in a follow-on Special Issue of Springer's Cognitive Computation
journal.

ORGANIZERS
• Erik Cambria, Nanyang Technological University (Singapore)
• Amir Hussain, University of Stirling (UK)
• Newton Howard, MIT Media Laboratory (USA)

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