MediaTIC: A Social Media Analytics Framework For the Costa Rican News Media

 

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون: Soto-Rojas, Cristina, Gamboa-Venegas, Carlos, Céspedes-Vindas, Adriana
التنسيق: artículo original
الحالة:Versión publicada
تاريخ النشر:2020
الوصف:Social media sites such as Facebook are tools that democratize contents. These tools facilitate the creation of news and ideas. In Costa Rica, we designed MediaTIC framework to track social media outlets communities by accessing their posts and user interactions. In order to do this, we created a big data store and designed a software architecture that uses high computing hardware (cluster) to manage software escalation, data volume, and future requirements. We used MongoDB, Spark and R technologies to build the platform and manage the information. This platform, allowed us to run faster queries, improving the performance time in 110%-180% approximately. The main objective is to provide visualizations and information for Costa Rican social media analysts that can give value to Social Communication Science in Costa Rica by using high technology underneath.
البلد:Portal de Revistas TEC
المؤسسة:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
اللغة:Inglés
OAI Identifier:oai:ojs.pkp.sfu.ca:article/5070
الوصول للمادة أونلاين:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/5070
كلمة مفتاحية:Social media
Big Data
MongoDB
Spark
R
Facebook
Redes sociales