ࡱ> 02/_bjbj. bbSSSSSgggg{ g}hbbb$"Sbbbbb"SS7b(SSb eM0}[[[SHbbbbbbb""bbb}bbbb[bbbbbbbbb+ :RESUMO Atualmente, observa-se um incremento de pacientes que usam a Internet para encontrar informaes que possam melhorar suas condies de sade. Nesse contexto, as Redes Sociais de Sade vm adquirindo maior importncia na vida das pessoas, oferecendo-lhes oportunidades de relacionamento social para esclarecer dvidas, trocar experincias, procurar novos tratamentos e criar relacionamentos para dar ou receber apoio emocional. Nesse sentido, foi desenvolvida uma Rede Social de Sade chamada de ''Minha Sade'', um ambiente virtual que facilita o contato entre pacientes com problemas cardiovasculares, sendo o principal objetivo a promoo de aes relacionadas ao servio social, auto-cuidado, e a incluso de pacientes que vivem isolados. Nesta proposta incluiu-se um ''Plano de Cuidados'', que visou motivar o paciente a preocupar-se e participar de seu prprio tratamento. Assim, as atividades dirias, estados emocionais, dados fisiolgicos (presso, temperatura, batimento cardaco, etc.), situaes e sintomas foram fornecidos no sistema pelo prprio paciente, atravs de qualquer dispositivo com conexo Internet. Estas informaes serviram para visualizar a evoluo de sade do paciente e dar suporte para a tomada de decises por mdicos caso fosse necessrio. Tambm, distinguiu-se um fato importante relacionado ao Plano de Cuidados, que o inter-relacionamento entre pacientes de caractersticas similares. Achou-se importante esta ao para que os pacientes pudessem retroalimentar as experincias vividas, e este fato pde servir de motivao para se engajarem mais aos seus tratamentos. Para isso, desenvolveu-se um algoritmo seguindo as abordagens de sistemas de recomendao baseados no contedo e de filtragem colaborativa, para que o sistema da Rede Social pudesse recomendar amizade entre aqueles pacientes que compartilharam interesses similares e desta forma aumentar o nvel de colaborao e comunicao entre eles. Esta recomendao utilizou dados do perfil clnico, estado de sade, interesses e possveis conexes previamente existentes. Os resultados mostram-se promissores quanto ao uso do Plano de Cuidados e as recomendaes aceitas pelos participantes para criao de laos de amizade. Palavras-chave: Redes sociais de sade, sistemas de recomendao, comunidades virtuais de pacientes, ambientes colaborativos na sade. Abstract Currently, there is an increase of patients who use the Internet to find information that can improve their health conditions. In this context the Social Networks of Health are acquiring greater force in people's lives by offering them opportunities for social relationships ask questions, share experiences, find new treatments and create relationships to give and receive emotional support. Accordingly, we developed a Social Network called'' My Health Health'', a virtual environment that facilitates contact between patients with cardiovascular problems, with the main objective to promote activities related to social services, self-care, and inclusion of patients who live alone. In our proposal included a Care Plan, which aims to motivate the patient to worry about and participate in their own treatment. Additionally, daily activities, emotional states, situations and symptoms are provided in the system by the patient, through any device with internet connection. This information will be used to visualize the evolution of the patient and support for decision making by doctors if necessary. Also, we distinguish an important fact related to the Care Plan, which is the inter-relationship between patients with similar characteristics, we found it important to this action that patients can feed back their experiences and this fact can serve as motivation for them to adhere more their treatments. For this, we developed an algorithm following the approaches of recommender systems based on collaborative filtering and content, so that the system can recommend Social Network friendship between those patients who share similar interests and thus increase the level of collaboration and communication between them. This recommendation is based on data from clinical profile, health status, interests and possible previously existing connections. The results are promising about to use of the Care Plan module and the recommendations that were accepted by the participants to create friendship. 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