Towards reproducibility in recommender-systems research

Author:

Beel Joeran,Breitinger Corinna,Langer Stefan,Lommatzsch Andreas,Gipp Bela

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Human-Computer Interaction,Education

Reference103 articles.

1. Al-Maskari, A., Sanderson, M., Clough, P.: The relationship between IR effectiveness measures and user satisfaction. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 773–774. ACM, New York (2007)

2. Amatriain, X., Pujol, J., Oliver, N.: I like it. i like it not: Evaluating user ratings noise in recommender systems. In: Carberry, S., Weibelzahl, S., Micarelli, A., Semeraro, G. (eds.) User Modeling, Adaptation, and Personalization, pp. 247–258. Springer, Berlin (2009)

3. Beel, J.: Towards effective research-paper recommender systems and user modeling based on mind maps. PhD Thesis. Otto-von-Guericke Universität Magdeburg (2015)

4. Beel, J., Langer, S.: A comparison of offline evaluations, online evaluations, and user studies in the context of research-paper recommender systems. In: Kapidakis, S., Mazurek, C., Werla, M. (eds.) Proceedings of the 19th International Conference on Theory and Practice of Digital Libraries (TPDL). Lecture Notes in Computer Science. 153–168 (2015). doi: 10.1007/978-3-319-24592-8_12

5. Beel, J., Gipp, B., Shaker, A., Friedrich, N.: SciPlore Xtract: extracting titles from scientific PDF documents by analyzing style information (font size). In Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds.) Research and Advanced Technology for Digital Libraries. Proceedings of the 14th European Conference on Digital Libraries (ECDL’10). Lecture Notes of Computer Science (LNCS), pp. 413–416. Springer, Glasgow (2010)

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