Zhifeng Jia

2papers

2 Papers

SINov 7, 2019
A Hierarchical Optimizer for Recommendation System Based on Shortest Path Algorithm

Jiacheng Dai, Zhifeng Jia, Xiaofeng Gao et al.

Top-k Nearest Geosocial Keyword (T-kNGK) query on geosocial network is defined to give users k recommendations based on some keywords and designated spatial range, and can be realized by shortest path algorithms. However, shortest path algorithm cannot provide convincing recommendations, so we design a hierarchical optimizer consisting of classifiers and a constant optimizer to optimize the result by some features of the service providers.

DCNov 6, 2019
DeLottery: A Novel Decentralized Lottery System Based on Blockchain Technology

Zhifeng Jia, Rui Chen, Jie Li

In this paper, we design DeLottery, a decentralized lottery system based on block chain technology and smart contracts. Lottery is a classical form of entertainment and charity for centuries. Facing the bottleneck of the combination between lottery and information technology, we use smart contracts and blockchain in decentralized, intelligent, and secure systems for lottery industries. Moreover, we are inspired by the algorithm of RANDAO, an outstanding way of random number generation in blockchain scenario. The components and the functions of the novel system are described in details. We implement DeLottery in a blockchain network and show functioning procedure and security of the proposed lottery system.