Leonidas Papachristopoulos
ABSTRACT
The multidimensional nature of digital libraries evaluation domain and the amount of scientific production published on the field hinders and disorientates the interested researchers who contemplate to focus on the specific domain. These communities need guidance in order to exploit the considerable amount of data and the diversity of methods effectively as well as to identify new research goals and develop their plans for future works. This poster investigates the core topics of the digital library evaluation field and their impact by applying topic modeling and network analysis on a corpus of the JCDL, ECDL/TDPL and ICADL conferences proceedings in the period 2001-2013.
- Blei, D.M., Y Ng, A., and Jordan, M.I. 2003. Latent Dirichlet Allocation. Journal of Machine Learning Research 3, 993--1022. Google Scholar
Digital Library
- Papachristopoulos, L., Kleidis, N., Sfakakis, M., Tsakonas, G., and Papatheodorou, C. 2015. Discovering the topical evolution of the digital library evaluation community. In Proceedings of the 9th International Conference on Metadata and Semantic Research. CCIS No. 544, Springer, Berlin, 101--112.Google Scholar
- Afiontzi, E., Kazadeis, G., Papachristopoulos, L., Sfakakis, M., Tsakonas, G., and Papatheodorou, C. 2013. Charting the digital library evaluation domain with a semantically enhanced mining methodology. In Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. ACM, New York, 125--134. Google ScholarDigital Library
- Mimno, D. jsLDA: An implementation of latent Dirichlet allocation in javascript. https://github.com/mimno/jsLDAGoogle Scholar
- Pomerantz, J., Wildemuth, B.M., Yang, S., and Fox, E.A. 2006. Curriculum development for digital libraries. In Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries. ACM, New York, 175--184. Google ScholarDigital Library
Index Terms
- Exploiting Network Analysis to Investigate Topic Dynamics in the Digital Library Evaluation Domain
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