Research on the Accurate Recommendation Management System for Employment of College Graduates on Hadoop

This paper presents a new System designing method for job recommendation of College Graduates based on hadoop in China. With the enlargement of the scale of Chinese graduates and the improvement of the employing demand of enterprises, the employment situation of college graduates is becoming more and more serious. College graduates can't get satisfactory job, while enterprises can't recruit suitable graduates. In order to improve the satisfaction and efficiency of college graduates employment and enterprise recruitment, an intelligent employment recommendation system was designed in this paper which was based on collaborative filtering recommendation framework Mahout. With the system, the intelligent recommendation mechanism of schools, enterprises and graduates could be realized, and the employment efficiency, the satisfaction of college graduates and the efficiency of recruiting enterprises could be effectively improved. It is beneifiet to the employment department of colleges and universities in predicting employment trends and cultivating the students Abstract.