Extending a Research-Paper Recommendation System with Bibliometric Measures
نویسندگان
چکیده
In recent years the number of academic publication increased strongly. As this information flood grows, it becomes more difficult for researchers to find relevant literature effectively. To overcome this difficulty, recommendation systems can be used which often utilize text similarity to find related documents. To improve those systems we add scientometrics as a ranking measure for popularity into these algorithms. In this paper we analyse whether and how scientometrics are useful in a recommender system.
منابع مشابه
Background Use of bibliometric assessments of research quality isgrowing
Declaration of interest None. The aims of this paper are to discuss the measures used to evaluate the merits of psychiatric biomedical research, and to propose a new approach using a multidimensional selection of appropriate measures. Such measures can be used, for example, to inform decisions on the allocation of research funds (Lewison et al, 1998) within an institution or nationally, or on a...
متن کاملLooking for Landmarks: The Role of Expert Review and Bibliometric Analysis in Evaluating Scientific Publication Outputs
OBJECTIVE To compare expert assessment with bibliometric indicators as tools to assess the quality and importance of scientific research papers. METHODS AND MATERIALS Shortly after their publication in 2005, the quality and importance of a cohort of nearly 700 Wellcome Trust (WT) associated research papers were assessed by expert reviewers; each paper was reviewed by two WT expert reviewers. ...
متن کاملA bibliometric analysis of climate engineering research
Reference: Belter CW, Seidel DJ. 2013. A bibliometric analysis of climate engineering research. Wiley Interdisciplinary Reviews: Climate Change 4(5):417-427. doi:10.1002/wcc.229 Note: Opinions expressed in this poster are solely those of the authors and do not necessarily reflect those of NOAA, the Department of Commerce, or the US Government. Use of products in this analysis do not constitute ...
متن کاملExtending Search Facilities via Bibliometric-Enhanced Stratagems
The paper introduces simple bibliometric-enhanced search facilities which are derived from the famous stratagems by Bates. Moves, tactics and stratagems are revisited from a Digital Library perspective. The potential of extended versions of ”journal run” or ”citation search” for interactive information retrieval is outlined. The authors elaborate on the future implementation and evaluation of n...
متن کامل