Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The b has evolved from a technological platform to a real social milieu thereby be- coming a continuous source of Big Social Data (BSD). BSD is characterized by a combination of factual content such as the coordinates of a restaurant, the content of a bpage or the title of a movie, behavior data such as exchanges beten social relationships, as ll as subjective data such as users' opinions, reviews, and tags. The goal of a social application is to analyze BSD and process it in order to understand it and transform it into valuable content to users. Building social applications requires an essential data preparation step during which raw BSD is sanitized, normalized, enriched, pruned, and transformed making it readily available for fur- ther processing.  argue for the need to formalize data preparation and develop appropriate tools to enable easy prototyping of social applications.  describe SOCLE, our framework for BSD preparation.  provide an architecture inspired from typical social applications, the state of the art of existing languages and algebras for manipulating BSD, and the scientific challenges and opportunities underlying the development of SOCLE. RESUME.Le b, initialement une plateforme technologique, est devenu un veritable eco-systeme socialetunesourcecontinuedeBigDatasociales(BSD).Nousytrouvonsdesdonneesfactuelles et objectives telles que les coordonnees d'un restaurant, des donnees comportementales telles que les echanges entre amis et enfin, des donnees subjectives comme les revues, les etiquettes, les notes ou les etoiles. Ces donnees brutes ont besoin d'etre filtrees et organisees pour en extraire des informations utiles et permettre le developpement d'applications sociales qui ap- portent une valeur ajoutee aux utilisateurs. Dans cet article, nous motivons le besoin de for- maliser l'etape de preparation des BSD et decrivons SOCLE, notre plateforme pour le faire. Nous presentons une architecture inspiree d'applications sociales types, un etat de l'art des langages et algebres existants et les defis scientifiques du developpement de SOCLE.
['Sihem Amer-Yahia', 'Noha Ibrahim', 'Christiane Kamdem Kengne', 'Federico Ulliana', 'Marie-Christine Rousset']
I am writing a research paper on a idea SOCLE: Towards a Framework for Data Preparation in Social Applications
[{"from": "human", "value": "I am writing a research paper on a idea SOCLE: Towards a Framework for Data Preparation in Social Applications"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The b has evolved from a technological platform to a real social milieu thereby be- coming a continuous source of Big Social Data (BSD). BSD is characterized by a combination of factual content such as the coordinates of a restaurant, the content of a bpage or the title of a movie, behavior data such as exchanges beten social relationships, as ll as subjective data such as users' opinions, reviews, and tags. The goal of a social application is to analyze BSD and process it in order to understand it and transform it into valuable content to users. Building social applications requires an essential data preparation step during which raw BSD is sanitized, normalized, enriched, pruned, and transformed making it readily available for fur- ther processing.  argue for the need to formalize data preparation and develop appropriate tools to enable easy prototyping of social applications.  describe SOCLE, our framework for BSD preparation.  provide an architecture inspired from typical social applications, the state of the art of existing languages and algebras for manipulating BSD, and the scientific challenges and opportunities underlying the development of SOCLE. RESUME.Le b, initialement une plateforme technologique, est devenu un veritable eco-systeme socialetunesourcecontinuedeBigDatasociales(BSD).Nousytrouvonsdesdonneesfactuelles et objectives telles que les coordonnees d'un restaurant, des donnees comportementales telles que les echanges entre amis et enfin, des donnees subjectives comme les revues, les etiquettes, les notes ou les etoiles. Ces donnees brutes ont besoin d'etre filtrees et organisees pour en extraire des informations utiles et permettre le developpement d'applications sociales qui ap- portent une valeur ajoutee aux utilisateurs. Dans cet article, nous motivons le besoin de for- maliser l'etape de preparation des BSD et decrivons SOCLE, notre plateforme pour le faire. Nous presentons une architecture inspiree d'applications sociales types, un etat de l'art des langages et algebres existants et les defis scientifiques du developpement de SOCLE."}]