• DocumentCode
    180690
  • Title

    Extracting and Visualizing Research Impact Semantics

  • Author

    Wallace, Margeaux

  • Author_Institution
    Dept. of Inf. & Telecommun., Univ. of Peloponnese, Tripolis, Greece
  • fYear
    2014
  • fDate
    6-7 Nov. 2014
  • Firstpage
    104
  • Lastpage
    109
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/SMAP.2014.14
  • Filename
    6978962