Sentiment analysis depends on feature selection methods to approaches that use general statistical measures where features are selected on empirical evidence. Empirical evidence (research) is a way of gaining knowledge by means of direct and indirect observation or experience. there are new features selection schemes that use a content and syntax model that is used to automatically learn a set of features in a review document and removing the entities that are being reviewed from the subjective expression that describe those entities in terms of polarities.
The sharing of Personal Health Records (PHR) in the cloud is the most promising platform to exchange health-related information. However, personal medical and health information storage is outsourced to third parties, potentially exposing patients' privacy to unauthorized individuals or groups. This paper intends to propose a new SSPHR (Secure Sharing PHR) method in the cloud. The proposed SSPHR method can preserve the privacy of PHRs and also ensures patient-centric control on PHRs. The encrypted PHRs are stored on the untrusted cloud servers and it grants selective access to different users on different PHRs portions. In addition, a semi-trusted proxy known as Setup and Re-encryption Server (SRS) is presented to arrange the public/private key pairs and to generate the re-encryption keys. This paper introduces a new Modified El-Gamal encryption for preserving health records and it includes key generation, encryption, and decryption process. Finally, the proposed model performance is compared and proven against other existing methods.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.