Tuesday, June 8, 2010
SentiWordNet 3.0
Presented at LREC 2010, the new version of SentiWordNet is available for search and download on the SentiWordNet website.
SentiWordNet 3 is generated using an improved algorithm with respect to the previous SentiWordNet release and it is also aligned to the latest Princeton WordNet release (3.0).
A novel relevant feature of the website is the possibility to provide feedback on the values assigned to synsets.
This feature is a first step towards building a community of SentiWordNet users that collaboratively improve SentiWordNet.
Any feedback collected from the community will be shared to the public domain through the SentiWordNet site, i.e., what comes from the community goes back to the community.
Wednesday, November 18, 2009
Seminar slides on the PP-Index
On May 2009 I gave a seminar on the PP-Index data structure for approximated similarity search. These are the slides.
Wednesday, October 21, 2009
Good news from LTC 2009 and SAC 2010
In the last days I’ve been notified of two accepted papers!
The first one “Enhancing Opinion Extraction by Automatically Annotated Lexical Resources” is a study on the effects of using sentiment-oriented lexical resources in order to enrich text representation, with a special focus on automatic opinion annotation.
It is a work for Fabrizio Sebastiani and me, and it will be presented at the 4th Language and Technology Conference, in Poznan, Poland.
The second one is a work from Stefano Baccianella, Fabrizio Sebastiani, and me.
The title is “Feature Selection for Ordinal Text Classification”, and it proposes a number of feature selection methods specifically designed for the problem of performing ordinal text classification.
It will be presented at the 25th Symposium On Applied Computing, in Crans-Montana, Switzerland, on March of the next year.
Wednesday, September 30, 2009
Win for life - Generatore di numeri personali - Personal number generator
Win for life - Generatore di numeri personali - Personal number generator
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Varese News
Thursday, September 3, 2009
Good news from ISDA 2009 and VLDL 2009
Returning from vacation I have been greeted not by one, but two good news.
First, a paper from Stefano Baccianella, Fabrizio Sebastiani, and me has been accepted at the International Conference on Intelligent Systems Design and Applications (ISDA), which will be held in Pisa, Italy (yes, where I live).
The paper presents a study on Evaluation Measures for Ordinal Text Classification, proposing a measure of Macro-Mean Average Error, which we think is better suited (with respect to the usually adopted mean average error measure) to evaluate ordinal regression experiments in case on highly unbalanced data distribution.
The presence of unbalanced data distribution is a relatively common case in ordinal text classification, e.g., star-like scores assigned to products in products reviewers are typically highly skewed toward all-star ratings.
Second, a paper from Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Fausto Rabitti and me has been accepted at the Second Workshop on Very Large Digital Libraries (VLDL), which will be held in Corfu, Greece.
The paper summarizes the relevant aspects of experience of building the CoPhIR collection.