Opinion and generic question answering systems: a performance analysis

The importance of the new textual genres such as blogs or forum entries is growing in parallel with the evolution of the Social Web. This paper presents two corpora of blog posts in English and in Spanish, annotated according to the EmotiBlog annotation scheme. Furthermore, we created 20 factual and opinionated questions for each language and also the Gold Standard for their answers in the corpus. The purpose of our work is to study the challenges involved in a mixed fact and opinion question answering setting by comparing the performance of two Question Answering (QA) systems as far as mixed opinion and factual setting is concerned. The first one is open domain, while the second one is opinion-oriented. We evaluate separately the two systems in both languages and propose possible solutions to improve QA systems that have to process mixed questions.

Summarizing threads in blogs using opinion polarity

The huge amount of data available on the Web needs to be organized in order to be accessible to users in real time. This paper presents a method for summarizing subjective texts based on the strength of the opinion expressed in them. We used a corpus of blog posts and their corresponding comments (blog threads) in English, structured around five topics and we divided them according to their polarity and subsequently summarized. Despite the difficulties of real Web data, the results obtained are encouraging; an average of 79% of the summaries is considered to be comprehensible. Our work allows the user to obtain a summary of the most relevant opinions contained in the blog. This allows them to save time and be able to look for information easily, allowing more effective searches on the Web.

EmotiBlog: a fine-grained model for emotion detection in non-traditional textual genres

This paper presents the first version of EmotiBlog, an annotation scheme for emotions in non-traditional textual genres such as blogs or forums. We collected a corpus composed by blog posts in three languages: English, Spanish and Italian and about three topics of interest. Subsequently, we annotated our collection and carried out the inter-annotator agreement and a ten-fold cross-validation evaluation, obtaining promising results. The main aim of this research is to provide a finer-grained annotation scheme and annotated data that are essential to perform evaluation focused on checking the quality of the created resources.

La conciliación del empleo y del hogar: respuesta y reflejo de una organización del trabajo construida desde la institución del género

A la luz del debate en torno a la relación entre la vida laboral y familiar, este artículo propone un modelo compuesto por las variables: sexo, edad, estudios, parentesco y dos índices nombrados por vsp y vsf. El primero (vsp) trata de situar a la población ocupada en una escala que refleje la situación en términos de modalidad de contrato, jornadas, ingresos y supervisión. El segundo refleja las cargas familiares. Se plantean dos versiones distintas del modelo: vsp como dependiente o vsf. El objetivo de este ejercicio es doble: 1) observar hasta qué punto las cargas domésticas influyen en la posición dentro del puesto de trabajo remunerado, y 2) averiguar qué variable sociodemográfica tiene mayor influencia sobre ellas. Los datos han sido extraídos de la Encuesta de Calidad de Vida en el Trabajo (ECVT 2001, 2002 y 2003). A la luz de los resultados, la distribución por sexo en «vsp» y «vsf» es significativamente distinta: los hombres asalariados ocupan las mejores posiciones. Además, el modelo sólo actúa para las mujeres asalariadas principales de familia (cabezas de familia y cónyuges). Esta última observación es completamente coherente con una organización de trabajo construida desde la institución del género.