Title :
Extracting and Visualizing Research Impact Semantics
Author :
Wallace, Margeaux
Author_Institution :
Dept. of Inf. & Telecommun., Univ. of Peloponnese, Tripolis, Greece
Abstract :
Citation lists and metrics applied on them are considered a leading indication of a researcher´s scientific impact. In this work we consider the publication outlet where citing papers are published in order to extract a deeper understanding of a researcher´s scientific impact. Topics´ graph, journal associations with the topics´ graph and researchers´ impacts are all stored in (fuzzy) ontological structures. The results are obtained in the form of distributed impact metrics, which we then visualize in a suitable and intuitive manner. We report on preliminary results and outline our ongoing and future work towards the development of an integrated system and of reusable widgets, respectively, that implement the proposed ideas.
Keywords :
citation analysis; data visualisation; electronic publishing; ontologies (artificial intelligence); citation lists; citing papers; distributed impact metrics; impact semantics; integrated system; journal associations; ontological structures; publication outlet; Citation analysis; Context; Indexes; Measurement; Media; Psychology; Visualization;
Conference_Titel :
Semantic and Social Media Adaptation and Personalization (SMAP), 2014 9th International Workshop on
Conference_Location :
Corfu
Print_ISBN :
978-1-4799-6813-8
DOI :
10.1109/SMAP.2014.14