@inproceedings{15d5fb5a7dab4467b4166a58ea2f1e57,
title = "Rating prediction based job recommendation service for college students",
abstract = "When college students enter the job market, one of the main difficulties is that they do not have much working experience. To help students find proper jobs, appropriate recommendation systems are becoming a necessity. However, since most students start to find jobs in a very short time, it is difficult for a recommender system due to the lack of history information. To solve this problem, in this research we proposed a rating prediction mechanism by considering the feedback from graduates who have offers and also provided ratings to the employers. By calculating the similarity between the students, a rating prediction method is proposed to generate a list of potential employers for the students. Furthermore, we also take into account the factor of student{\textquoteright}s interest into the recommendation list{\textquoteright}s generation to further polish the overall performance. Experimental study on real recruitment dataset has shown the model{\textquoteright}s potential.",
keywords = "Job recommendation, Prediction, Rating, Student profile",
author = "Rui Liu and Yuanxin Ouyang and Wenge Rong and Xin Song and Cui Tang and Zhang Xiong",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 16th International Conference on Computational Science and Its Applications, ICCSA 2016 ; Conference date: 04-07-2016 Through 07-07-2016",
year = "2016",
doi = "10.1007/978-3-319-42092-9\_35",
language = "英语",
isbn = "9783319420912",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "453--467",
editor = "Sanjay Misra and Osvaldo Gervasi and Torre, \{Carmelo M.\} and David Taniar and Elena Stankova and Rocha, \{Ana Maria A.C.\} and Shangguang Wang and Beniamino Murgante and Apduhan, \{Bernady O.\}",
booktitle = "Computational Science and Its Applications - 16th International Conference, ICCSA 2016, Proceedings",
address = "德国",
}