In this work we present a semantic framework suitable of being used as support tool for recommender systems. Our purpose is to use the semantic information provided by a set of integrated resources to enrich texts by conducting different NLP tasks: WSD, domain classification, semantic similarities and sentiment analysis. After obtaining the textual semantic enrichment we would be able to recommend similar content or even to rate texts according to different dimensions. First of all, we describe the main characteristics of the semantic integrated resources with an exhaustive evaluation. Next, we demonstrate the usefulness of our resource in different NLP tasks and campaigns. Moreover, we present a combination of different NLP approaches that provide enough knowledge for being used as support tool for recommender systems. Finally, we illustrate a case of study with information related to movies and TV series to demonstrate that our framework works properly.

Endothelial dysfunction is a leading cause of early development of cardiovascular diseases. Endothelial function can be assessed using ultrasound methods to watch the arterial flow-mediated dilation. It is also possible to find changes in pulse wave velocity (PWV) after induced ischemia related to the vessel diameter changes. . The authors considered normal endothelial function a PWV reduction of 5% from baseline. To assess nondependent endothelial dilation the authors performed carotidradial PWV after sublingual administration of 5 mg of isosorbide dinitrate in a group of patients with abnormal flow-mediated dilation. A significant PWV reduction of 9.8% in normal patients and only 1.2% among hypertensive patients (P<.0005) was found. After sublingual isosorbide dinitrate intake the authors observed a greater fall in PWV (14%) than that observed in healthy people after induced ischemia. Carotidradial PWV after induced ischemia decreased significantly in normal participants. No significant changes were observed in hypertensive patients. These results may offer a reliable tool to assess endothelial function in medium-size arteries.

Pulse wave velocity is a reliable marker of arterial compliance. Stiffness of large and elastic arteries leads to a faster propagation of pulse wave. The aim of this study was to evaluate changes in arterial distensibility using antihypertensive drugs. This treatment focused on the inhibition of the renin-angiotensin-aldosterone system and the changes produced in blood pressure. Measurements were taken at baseline and throughout 60 months in 66 previously untreated hypertensive patients (22 men and 44 women, aged 54 +/- 9.5 years, range 38-73 years at baseline). All patients received either angiotensin-converting enzyme inhibitors or, in case of adverse effects, angiotensin receptor blockers. To control blood pressure, diuretics, calcium channel blocking agents, or beta blockers were added when appropriate. Statistical analysis was performed by means of ANOVA with alpha = 0.05. Systolic and diastolic blood pressure decreased during the first year without significant changes thereafter. There were no significant changes in pulse pressure. Pulse wave velocity showed a continuous and significant decrease throughout the follow-up period, but its reduction since the third year was more evident than the decrease in systolic and diastolic blood pressure (p < 0.0001 for both). This observation could be related to changes in arterial remodeling probably due to angiotensin-converting enzyme inhibition or renin angiotensin system blockade. Further investigations are needed to establish this relationship.