@inproceedings{cb49372e944f47ddb7f8d84af1f35c8a,
title = "Popularity weighted ranking for academic digital libraries",
abstract = "We propose a popularity weighted ranking algorithm for academic digital libraries that uses the popularity factor of a publication venue overcoming the limitations of impact factors. We compare our method with the naive PageRank, citation counts and HITS algorithm, three popular measures currently used to rank papers beyond lexical similarity. The ranking results are evaluated by discounted cumulative gain(DCG) method using four human evaluators. We show that our proposed ranking algorithm improves the DCG performance by 8.5% on average compared to naive PageRank, 16.3% compared to citation count and 23.2% compared to HITS. The algorithm is also evaluated by click through data from CiteSeer usage log.",
author = "Yang Sun and Giles, {C. Lee}",
year = "2007",
doi = "10.1007/978-3-540-71496-5_57",
language = "English (US)",
isbn = "3540714944",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "605--612",
booktitle = "Advances in Information Retrieval - 29th European Conference on IR Research, ECIR 2007, Proceedings",
address = "Germany",
note = "29th European Conference on IR Research, ECIR 2007 ; Conference date: 02-04-2007 Through 05-04-2007",
}