Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Topic evolution based on LDA and HMM and its application in stem cell research

10 references·13 citing·42 second hop

FromToDepth

this work references cited by second hop

References

2010The structure and dynamics of cocitation clusters: A multiple‐perspective cocitation analysis1,599 cited
1986Mapping the Dynamics of Science and Technology1,307 cited
1988Mapping the Dynamics of Science and Technology: Sociology of Science in the Real World.612 cited
2005Discovering evolutionary theme patterns from text524 cited
2006Citation indexes for science. A new dimension in documentation through association of ideas†506 cited
2009From the science of science to Scientometrics visualizing the history of science with HistCite software456 cited
1991Mapping of science by combined co-citation and word analysis. I. Structural aspects398 cited
1988Policy and the mapping of scientific change: A co-word analysis of research into environmental acidification218 cited
2003Paradigms, citations, and maps of science: A personal history204 cited
2006Topic evolution and social interactions88 cited

Cited by

2020An overview of literature on COVID-19, MERS and SARS: Using text mining and latent Dirichlet allocation69 cited
2018Understanding public transit patterns with open geodemographics to facilitate public transport planning62 cited
2022Semantic-enhanced topic evolution analysis: a combination of the dynamic topic model and word2vec52 cited
2016

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Explore the research front of a specific research theme based on a novel technique of enhanced co-word analysis

52 cited

2023Combining machine learning with a pharmaceutical technology roadmap to analyze technological innovation opportunities25 cited

2020Forecasting the future of library and information science and its sub-fields25 cited

2022Evolution analysis of online topics based on ‘word-topic’ coupling network23 cited

2016Generation of topic evolution trees from heterogeneous bibliographic networks23 cited

2017Identifying the “Ghost City” of domain topics in a keyword semantic space combining citations20 cited

2019Frontier knowledge discovery and visualization in cancer field based on KOS and LDA11 cited

2022Tracing the technological trajectory of coal slurry pipeline transportation technology: An HMM-based topic modeling approach10 cited

2022Data-Driven Technology Roadmaps to Identify Potential Technology Opportunities for Hyperuricemia Drugs10 cited

2020Detecting emerging topics by exploiting probability burst and association rule mining: A case study of Library and Information Science4 cited