Al processes that typically take location when performing a healthcare study. Section 3 presents some discussion concerning the results which have been obtained, showing the positive aspects of this strategy over the manual process. Finally, Section four shows the conclusions of this research, displaying how collaborative function of healthcare and pc science researchers may support to construct valuable applications for e-health.2. Components and Methods2.1. Standardized Types. Existing research on substance consumption and abuse tries to study a wider range of aspects that can be involved in consumption habits. In unique, the social environment where the individual is immersed is of particular interest. That is even more significant when the population subjects of study are adolescent people since it is often a stage in life where close close friends and colleagues may possibly influence each and every other’s life style and habits, which includes alcohol and substance consumption (a survey on this sort of studies for the case in the European Union is usually found in [11]). An approach based around the evaluation of standard information about individual consumption levels and risk assessment as well as strategies from social network analysis applied to friendship and household relationships could give a lot more insight in to the person and group scenario than narrower classic studies. Traditional tools to collect information about individual consumption habits along with other psychosocial and socioeconomic measures for an individual incorporate numerous wellknown, validated, and standardized questionnaires. A few of them have already been integrated within the remedy proposed within this investigation: (i) AUDIT (Alcohol Use Disorders Identification Test) [12]: this test is utilised to detect problematic levels of alcohol consumption or dependence. (ii) FAS II (Family Affluence Scale II) [4] is made use of for assessing household wealth. (iii) ESTUDES (Poll about Drug Use in Secondary School in Spain) [10]: it really is a biannual study for gaining insightComputational and Mathematical Procedures in MedicineTable 1: AUDIT risk level scoring [15]. Threat level Zone I Zone II Zone III Zone IV Intervention Alcohol education Simple suggestions Straightforward assistance plus brief counseling and R-1487 Hydrochloride biological activity continued monitoring Referral to specialist for diagnostic evaluation and treatmentAUDIT score 0 85 169 20into behaviors and attitudes about substance use. It truly is a test that includes questions about consumption of various substances. Those associated with alcohol have been discarded for the reason that they have been obtained in other components in the major questionnaire. (iv) KIDSCREEN-27 (Wellness Related Top quality of Life Questionnaire for Kids PubMed ID:http://www.ncbi.nlm.nih.gov/pubmed/21338362 and Young Persons and Their Parents) [13]: it is actually made use of for figuring out the high quality of life perception on the adolescent based on five scales: physical and psychological well-being, autonomy and parent relation, peers and social help, and college environment. (v) Self-efficacy [14] (Spanish adapted version): it assesses the belief with the adolescent about hisher personal capacities to achieve different targets, specially facing stressful conditions. These questionnaires have a scoring approach so that you can obtain a quantitative andor qualitative result that characterizes the person into numerous categories which can be later employed for selection making or additional evaluation. Table 1 shows, as an instance, the scoring and categories for the AUDIT test. This test consists of ten questions whose responses are graded from 0 to four. Adding the grade corresponding to every response offers an AUDIT score (quantita.