Fwd: [Corpora-List] CFP: ICDM 2011 SENTIRE Workshop
Catherine Havasi
From: Erik Cambria <cambri...@gmail.com>
Date: Wed, May 25, 2011 at 1:03 AM
Subject: [Corpora-List] CFP: ICDM 2011 SENTIRE Workshop
To: cor...@uib.no
ICDM 2011 Workshop on Sentiment Elicitation from Natural Text for
Information Retrieval and Extraction (SENTIRE)
Abstract:
Memory and data capacities double approximately every two years and,
apparently, the Web is following the same rule. User-generated
contents, in particular, are an ever-growing source of opinion and
sentiments which are continuously spread worldwide through blogs,
wikis, fora, chats and social networks. The distillation of knowledge
from such sources is a key factor for applications in fields such as
commerce, tourism, education and health, but the quantity and the
nature of the contents they generate make it a very difficult task.
Existing approaches to opinion mining and sentiment analysis can be
grouped into four main categories: keyword spotting, in which text is
classified according to the presence of fairly unambiguous affect
words; lexical affinity, which assigns arbitrary words a probabilistic
affinity for a particular emotion or opinion polarity; statistical
methods, which calculate the valence of keywords and word
co-occurrence frequencies on the base of a large training corpus;
finally sentic computing, which uses affective ontologies and common
sense reasoning tools for a concept-level analysis of natural language
text.
The main aim of SENTIRE (Latin for feel, root of words such as
sentiment and sensation) is to explore the new frontiers of opinion
mining and sentiment analysis by proposing novel techniques in fields
such as AI, Semantic Web, knowledge-based systems, adaptive and
transfer learning, in order to more efficiently retrieve and extract
social information from the Web.
Topics of Interest:
SENTIRE aims to provide an international forum for researchers in the
field of 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 workshop comprehends Web mining, AI,
Semantic Web, information retrieval and natural language processing.
In addition to paper presentations, an invited talk by Professor Bing
Liu will stress the interdisciplinary challenges of opinion mining and
sentiment analysis. Topics of interest include but are not limited to:
- Opinion & sentiment summarization and visualization
- Explicit and latent semantic analysis for opinion & sentiment mining
- Knowledge base construction and integration with opinion & sentiment analysis
- Transfer learning of opinion & sentiment with knowledge bases
- Time evolving opinion & sentiment analysis
- Opinion & sentiment extraction and retrieval
Schedule:
- July 23, 2011: Due date for full workshop papers
- September 20, 2011: Notification of paper acceptance to authors
- October 11, 2011: Camera-ready of accepted papers
- December 10, 2011: Workshop date
Proceedings:
Accepted papers will be published in ICDM SENTIRE proceedings.
Selected, expanded versions of papers presented at SENTIRE will be
published in a follow-on Special Issue of Springer's Cognitive
Computation journal.
Invited Speaker:
- Bing Liu, University of Illinois at Chicago (USA)
Program Committee:
- Alexandra Balahur, University of Alicante (Spain)
- Sandra Baldassarri, University of Zaragoza (Spain)
- Eva Cerezo, University of Zaragoza (Spain)
- Praphul Chandra, HP Labs India (India)
- Sergio Decherchi, Italian Institute of Technology (Italy)
- Tariq Durrani, University of Strathclyde (UK)
- Marco Grassi, Marche Polytechnic University (Italy)
- Isabelle Hupont, Aragon Institute of Technology (Spain)
- Kenneth Kwok, National University of Singapore (Singapore)
- Shixia Liu, Microsoft Research Asia (China)
- Jinhu Lu, Chinese Academy of Sciences (China)
- Saif Mohammad, National Research Council (Canada)
- Muaz Niazi, University of Stirling (UK)
- Paolo Rosso, Polytechnic University of Valencia (Spain)
- Bjoern Schuller, Technical University of Munich (Germany)
- Stefano Squartini, Marche Polytechnic University (Italy)
- Jose Troyano, University of Seville (Spain)
- Lei Zhang, University of Illinois at Chicago (USA)
- Chengqing Zong, Chinese Academy of Sciences (China)
Organizers:
- Erik Cambria, University of Stirling (UK)
- Yangqiu Song, Microsoft Research Asia (China)
- Catherine Havasi, MIT Media Laboratory (USA)
- Amir Hussain, University of Stirling (UK)
For more information please visit http://cs.stir.ac.uk/~eca/sentire
Best Regards,
ICDM SENTIRE Organizers
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