Category Archives: Research evaluation

Using TechMining for designing research policy in a Colombian Higher Education Institution

Extended Abstract – NEW INDICATORS session at “1st Global TechMining Conference” 2011

Author(s):Jenny Marcela Sanchez-Torres (Universidad Nacional de Colombia)

The most important Higher Education Institution –HEI- of Colombia has designed a model for measuring its R&D activities which has a set of indicators, some of them are calculated using techmining techniques. Its results as used as input for formulating and implementing R&D policies. This paper shows this experience. Continue reading Using TechMining for designing research policy in a Colombian Higher Education Institution

Predicting Breakthrough Papers: Ranking Statistics, Patterns, and Visualization

Extended Abstract – NEW INDICATORS session at “1st Global TechMining Conference” 2011

Author(s): Ilya V. Ponomarev, Duane E. Williams, Joshua Schnell, Laurel L. Haak

Research progress may be either gradual or abrupt. While both ways are important, major advances in science strongly depend upon explosive breakthrough discoveries. Currently, analyses of emerging or breakthrough areas are rarely performed systematically and are almost always done retrospectively. We have developed several strategies for early detection of candidate breakthroughs, based on citation dynamics. Our findings can be used to inform portfolio planning practices and research management policies. Continue reading Predicting Breakthrough Papers: Ranking Statistics, Patterns, and Visualization