Generation of topic evolution graphs from short text streams
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.11.077
Abstract: Abstract Topic evolution mining on short texts is an important research topic in natural language processing. Existing methods have been focused either on the topic evolution of normal documents or on the evolution of topics… read more here.
Keywords: generation topic; evolution; graphs short; topic evolution ... See more keywords
Tracking Openness and Topic Evolution of COVID-19 Publications January 2020-March 2021: Comprehensive Bibliometric and Topic Modeling Analysis
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DOI: 10.2196/40011
Abstract: Background The COVID-19 outbreak highlighted the importance of rapid access to research. Objective The aim of this study was to investigate research communication related to COVID-19, the level of openness of papers, and the main… read more here.
Keywords: january 2020; topic; topic evolution; topic modeling ... See more keywords
The Performance of Topic Evolution Based on a Feature Maximization Measurement for the Linguistics Domain
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DOI: 10.3390/axioms11080412
Abstract: Understanding the performance of the data mining approach and topic evolution in a certain scientific domain is imperative to capturing key domain developments and facilitating knowledge transfer within and across domains. Our research selects linguistics… read more here.
Keywords: linguistics domain; topic; topic evolution; linguistics ... See more keywords
Research Front Detection and Topic Evolution Based on Topological Structure and the PageRank Algorithm
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DOI: 10.3390/sym11030310
Abstract: Research front detection and topic evolution has for a long time been an important direction for research in the informetrics field. However, most previous studies either simply use a citation count for scientific document clustering… read more here.
Keywords: topic evolution; research front; research;