On Constructing Seminal Paper Genealogy
- Title
- On Constructing Seminal Paper Genealogy
- Author
- 김상욱
- Keywords
- Paper genealogy construction; seminal paper finding
- Issue Date
- 2014-01
- Publisher
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA
- Citation
- IEEE TRANSACTIONS ON CYBERNETICS, Vol.44, No.1, p.54-65
- Abstract
- Let us consider that someone is starting a research on a topic that is unfamiliar to them. Which seminal papers have influenced the topic the most? What is the genealogy of the seminal papers in this topic? These are the questions that they can raise, which we try to answer in this paper. First, we propose an algorithm that finds a set of seminal papers on a given topic. We also address the performance and scalability issues of this sophisticated algorithm. Next, we discuss the measures to decide how much a paper is influenced by another paper. Then, we propose an algorithm that constructs a genealogy of the seminal papers by using the influence measure and citation information. Finally, through extensive experiments with a large volume of a real-world academic literature data, we show the effectiveness and efficiency of our approach.
- URI
- http://ieeexplore.ieee.org/abstract/document/6479688/http://hdl.handle.net/20.500.11754/46431
- ISSN
- 2168-2267; 2168-2275
- DOI
- 10.1109/TCYB.2013.2246565
- Appears in Collections:
- COLLEGE OF ENGINEERING[S](공과대학) > COMPUTER SCIENCE(컴퓨터소프트웨어학부) > Articles
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