We propose an efficient dynamic algorithm for integration with modern graph databases, conducting our experiment with the Arxiv HEP-TH dataset. Our results validate the use of DAG …
Explain how knowledge flows through a citation network using a flow ...
Knowledge flows through various channels like verbal communications, books, documents, videos, audio, and images, playing a crucial role in the research community and the …
explain how knowledge flows through a citation network using a flow diagram
To explain how knowledge flows through a citation network, we'll outline the key components and relationships step-by-step instead of using a visual flow diagram. Here's a systematic …
Flows of Knowledge in Citation Networks | SpringerLink
Nov 30, 2016 · We propose then to analyze flows of influence in a citation networks as an ascending flow. We propose an efficient dynamic algorithm for integration with modern graph …
Exploring Citation-Based Knowledge Flow in Scientific Research
This paper studies the citation-based knowledge flows among research elements such as researcher, paper, publication venue and research topic. The knowledge flow networks have …
Multiplex flows in citation networks - PMC - National Center for ...
Jul 18, 2017 · We propose then to analyze flows of influence in a citation networks as an ascending flow. From this point on, we can take a finer look at the diffusion of knowledge …
The knowledge flow network and its time evolution. (a) …
We develop here a quantitative framework to extract significant dependencies among scientific disciplines and turn them into a time-varying network whose nodes are the... ... We use …
Knowledge flow is operationalized by citation flows among various research entities. In order to characterize the knowledge flow between disciplines, we use Dijkstra algorithm (Dijkstra, …
Multiplex flows in citation networks - PubMed
In this network, each citation of a specific work constitutes one layer of interaction. Within our framework, we design three measures of multiplex flows in DAGs, namely the aggregated, …
Descriptives of the knowledge flow based on citations.
Ten years after the journal’s first publication, we are taking a closer look at the knowledge flows of the output of the journal Publications. We analyzed the papers, topics, their authors and...