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Published in: International Journal on Digital Libraries 2-3/2018

09-11-2017

Introduction to the special issue on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL)

Authors: Philipp Mayr, Ingo Frommholz, Guillaume Cabanac, Muthu Kumar Chandrasekaran, Kokil Jaidka, Min-Yen Kan, Dietmar Wolfram

Published in: International Journal on Digital Libraries | Issue 2-3/2018

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Abstract

The large scale of scholarly publications poses a challenge for scholars in information seeking and sensemaking. Bibliometric, information retrieval (IR), text mining, and natural language processing techniques can assist to address this challenge, but have yet to be widely used in digital libraries (DL). This special issue on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL) was compiled after the first joint BIRNDL workshop that was held at the joint conference on digital libraries (JCDL 2016) in Newark, New Jersey, USA. It brought together IR and DL researchers and professionals to elaborate on new approaches in natural language processing, information retrieval, scientometric, and recommendation techniques that can advance the state of the art in scholarly document understanding, analysis, and retrieval at scale. This special issue includes 14 papers: four extended papers originating from the first BIRNDL workshop 2016 and the BIR workshop at ECIR 2016, four extended system reports of the CL-SciSumm Shared Task 2016 and six original research papers submitted via the open call for papers.

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Footnotes
Literature
3.
go back to reference Cabanac, G., Chandrasekaran, M.K., Frommholz, I., Jaidka, K., Kan, M.Y., Mayr, P., Wolfram, D.: Joint workshop on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL 2016). In: JCDL’16: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, ACM New York, NY, USA, pp. 299–300. https://doi.org/10.1145/2910896.2926734 (2016) Cabanac, G., Chandrasekaran, M.K., Frommholz, I., Jaidka, K., Kan, M.Y., Mayr, P., Wolfram, D.: Joint workshop on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL 2016). In: JCDL’16: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, ACM New York, NY, USA, pp. 299–300. https://​doi.​org/​10.​1145/​2910896.​2926734 (2016)
4.
go back to reference Cabanac, G., Chandrasekaran, M.K., Frommholz, I., Jaidka, K., Kan, M.Y., Mayr, P., Wolfram, D. (eds.): Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) Co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), CEUR Workshop Proceedings, vol. 1610. CEUR-WS.org. http://ceur-ws.org/Vol-1610/ (2016) Cabanac, G., Chandrasekaran, M.K., Frommholz, I., Jaidka, K., Kan, M.Y., Mayr, P., Wolfram, D. (eds.): Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) Co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), CEUR Workshop Proceedings, vol. 1610. CEUR-WS.org. http://​ceur-ws.​org/​Vol-1610/​ (2016)
15.
go back to reference Mayr, P., Chandrasekaran, M.K., Jaidka, K. (eds.): Proceedings of the 2nd Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) Co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 11, 2017, CEUR Workshop Proceedings, vol. 1888. CEUR-WS.org. http://ceur-ws.org/Vol-1888 (2017) Mayr, P., Chandrasekaran, M.K., Jaidka, K. (eds.): Proceedings of the 2nd Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) Co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 11, 2017, CEUR Workshop Proceedings, vol. 1888. CEUR-WS.org. http://​ceur-ws.​org/​Vol-1888 (2017)
19.
go back to reference Wolfram, D.: Bibliometrics, information retrieval and natural language processing: natural synergies to support digital library research. In: Proceedings of the Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) Co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), Newark, NJ, USA, June 23, 2016, pp. 6–13. http://ceur-ws.org/Vol-1610/paper1.pdf (2016) Wolfram, D.: Bibliometrics, information retrieval and natural language processing: natural synergies to support digital library research. In: Proceedings of the Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) Co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), Newark, NJ, USA, June 23, 2016, pp. 6–13. http://​ceur-ws.​org/​Vol-1610/​paper1.​pdf (2016)
Metadata
Title
Introduction to the special issue on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL)
Authors
Philipp Mayr
Ingo Frommholz
Guillaume Cabanac
Muthu Kumar Chandrasekaran
Kokil Jaidka
Min-Yen Kan
Dietmar Wolfram
Publication date
09-11-2017
Publisher
Springer Berlin Heidelberg
Published in
International Journal on Digital Libraries / Issue 2-3/2018
Print ISSN: 1432-5012
Electronic ISSN: 1432-1300
DOI
https://doi.org/10.1007/s00799-017-0230-x

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