Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking

Autor:	Herrmannova, Drahomira, Knoth, Petr
Rok vydání:	2016
Předmět:	Computer Science - Information Retrieval Computer Science - Digital Libraries
Druh dokumentu:	Working Paper
Popis:	With the growing amount of published research, automatic evaluation of scholarly publications is becoming an important task. In this paper we address this problem and present a simple and transparent approach for evaluating the importance of scholarly publications. Our method has been ranked among the top performers in the WSDM Cup 2016 Challenge. The first part of this paper describes our method. In the second part we present potential improvements to the method and analyse the evaluation setup which was provided during the challenge. Finally, we discuss future challenges in automatic evaluation of papers including the use of full-texts based evaluation methods. Comment: WSDM Cup 2016 - Entity Ranking Challenge. The 9th ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA. February 22-25, 2016
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1611.05222 Zobrazit plný text záznamu View this record from Arxiv