TY - GEN
T1 - Elsevier journal finder
T2 - 9th ACM Conference on Recommender Systems, RecSys 2015
AU - Kang, Ning
AU - Doornenbal, Marius
AU - Schijvenaars, Bob
PY - 2015/9/16
Y1 - 2015/9/16
N2 - Rejection is the norm in academic publishing. One of the main reasons for rejections is that the topics of the submitted papers are not relevant to the scope of the journal, even when the papers themselves are excellent. Submission to a journal that fits well with the publication may avoid this issue. A system that is able to suggest journals that have published similar articles to the submitted papers may help authors choose where to submit. The Elsevier journal finder, a freely available online service, is one of the most comprehensive journal recommender systems, covering all scientific domains and more than 2,900 per-reviewed Elsevier journals. The system uses natural language processing for feature generation, and Okapi BM25 matching for the recommendation algorithm. The procedure is to paste text, such as an abstract, and get a list of recommend journals and relevant metadata. The website URL is http://journalfinder.elsevier.com.
AB - Rejection is the norm in academic publishing. One of the main reasons for rejections is that the topics of the submitted papers are not relevant to the scope of the journal, even when the papers themselves are excellent. Submission to a journal that fits well with the publication may avoid this issue. A system that is able to suggest journals that have published similar articles to the submitted papers may help authors choose where to submit. The Elsevier journal finder, a freely available online service, is one of the most comprehensive journal recommender systems, covering all scientific domains and more than 2,900 per-reviewed Elsevier journals. The system uses natural language processing for feature generation, and Okapi BM25 matching for the recommendation algorithm. The procedure is to paste text, such as an abstract, and get a list of recommend journals and relevant metadata. The website URL is http://journalfinder.elsevier.com.
KW - Natural language processing
KW - Noun phrase
KW - Okapi BM25
KW - Recommender system
KW - TF-IDF
UR - http://www.scopus.com/inward/record.url?scp=84962788142&partnerID=8YFLogxK
U2 - 10.1145/2792838.2799663
DO - 10.1145/2792838.2799663
M3 - Conference contribution
AN - SCOPUS:84962788142
T3 - RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems
SP - 261
EP - 264
BT - RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems
PB - Association for Computing Machinery, Inc
Y2 - 16 September 2015 through 20 September 2015
ER -