System for detecting fake account in a social network, has main unit for using very fewer factors to decide whether account is fake or not, where factors largely affecting the way decision-making is avoided
	KALIYAMURTHIE K P; SIVARAMAN K; PRAVEEN G; TILAKNAIDU C; SAMIUDDIN M; DEEPAK G
	2023-10-16
专利权人	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
申请日期	2023-10-16
专利号	IN202341069698-A
成果简介	NOVELTY - The system has a main unit for using very fewer factors to decide whether an account is fake or not, where factors largely affecting the way decision-making is avoided. Accuracy of the decision-making is reduced significantly when the number of factors is low. The main unit comprises an algorithm with few downsides to avoid inefficiency in handling categorical variables which comprise different number of levels, where the main unit performs spam commenting, engagement rate and artificial activity. The main unit uses gradient boosting algorithm like random forest algorithm which uses decision trees as main component, where the main unit changes fake accounts by new methods to find the account. USE - System for detecting fake account in a social network. Uses include but are not limited to Facebook(RTM: Social media application), Twitter(RTM: Messaging application), Google(RTM: Company Name) plus Instagram(RTM: Photo and video-sharing social networking service), and LinkedIn, etc. ADVANTAGE - The system enables detecting malicious users and fake accounts in order to eliminate the fake accounts from social networking environments in effective manner.
IPC 分类号	G06Q-030/00 ; G06Q-050/00 ; H04L-051/224 ; H04L-051/52 ; H04L-067/02
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/19809
专题	中国科学院新疆生态与地理研究所
作者单位	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
推荐引用方式 GB/T 7714	KALIYAMURTHIE K P,SIVARAMAN K,PRAVEEN G,et al. System for detecting fake account in a social network, has main unit for using very fewer factors to decide whether account is fake or not, where factors largely affecting the way decision-making is avoided. IN202341069698-A[P]. 2023.

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