The impact of demographics (age and gender) and other user-characteristics on evaluating recommender systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8092 LNCS, Issue , 2013, Pages 396-400

  Beel, Joeran ^a   Langer, Stefan ^a   Nürnberger, Andreas ^b   Genzmehr, Marcel ^a  

^a Docear ^*  (Germany)

^b OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

demographics; evaluation; recommender systems; research paper

Indexed keywords

CLICK-THROUGH RATE; DEMOGRAPHICS; ELDERLY USERS; EVALUATION; RESEARCH PAPERS; USER CHARACTERISTICS;

DIGITAL LIBRARIES; POPULATION STATISTICS; RESEARCH;

RECOMMENDER SYSTEMS;

EID: 84884731229     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40501-3_45     Document Type: Conference Paper

References (7)

1. Naak, A., Hage, H., Almeur, E.: A multi-criteria collaborative filtering approach for research paper recommendation in papyres. E-Technologies: Innovation in an Open World (2009)
2. Middleton, S.E., Shadbolt, N.R., De Roure, D.C.: Ontological user profiling in recommender systems. ACM Transactions on Information Systems (TOIS) 22, 54-88 (2004)
3. Jomsri, P., Sanguansintukul, S., Choochaiwattana, W.: A framework for tag-based research paper recommender system: an IR approach. In: 2010 IEEE 24th International Conference on Advanced Information Networking and Applications Workshops, WAINA (2010)
4. Bonhard, P., Harries, C., McCarthy, J., Sasse, M.A.: Accounting for taste: using profile similarity to improve recommender systems. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1057-1066. ACM (2006)
5. Parsons, J., Ralph, P., Gallagher, K.: Using viewing time to infer user preference in recommender systems. In: Proceedings of the AAAI Workshop on Semantic Web Personalization Held in Conjunction with the 9th National Conference on Artificial Intelligence (2004)
6. Beel, J., Langer, S., Genzmehr, M., Nürnberger, A.: Introducing Docear's Research Paper Recommender System. In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, JCDL (2013)
7. Stober, S., Steinbrecher, M., Nürnberger, A.: A Survey on the Acceptance of Listening Context Logging for MIR Applications. In: Proceedings of the 3rd Workshop on Learning the Semantics of Audio Signals (LSAS), pp. 45-57 (2009)