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Evolution of research topics in LIS between 1996 and 2019: an analysis based on latent Dirichlet allocation topic model
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Evolution of research topics in LIS between 1996 and 2019: an analysis based on latent Dirichlet allocation topic model (2020)Evolution of research topics in LIS betwe…Mapping the evolution of library and information science (1978–2014) using topic modeling on LISA (2017)Mapping the evolution of libr…Map of science with topic modeling: Comparison of unsupervised learning and human‐assigned subject classification (2015)Map of science with topic mod…Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses (2015)Evolution of research subject…The knowledge base and research front of information science 2006–2010: An author cocitation and bibliographic coupling analysis (2014)The knowledge base and resear…Clustering scientific documents with topic modeling (2014)Clustering scientific documen…A bibliometric chronicling of library and information science's first hundred years (2012)A bibliometric chronicling of…A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods (2011)A study of the evolution of i…Evolution of research activities and intellectual influences in information science 1996–2005: Introducing author bibliographic‐coupling analysis (2008)Evolution of research activit…Changes in the LIS research front: Time‐sliced cocitation analyses of LIS journal articles, 1990–2004 (2007)Changes in the LIS research f…Probabilistic topic decomposition of an eighteenth‐century American newspaper (2006)Probabilistic topic decomposi…The Literature of Bibliometrics, Scientometrics, and Informetrics (2001)The Literature of Bibliometri…Visualizing a discipline: An author co‐citation analysis of information science, 1972–1995 (1998)Visualizing a discipline: An …Unveiling novelty evolution in the field of library and information science in China (2024)Unveiling novelty evolution i…An ESTs detection research based on paper entity mapping: Combining scientific text modeling and neural prophet (2024)An ESTs detection research ba…A decadal study on identifying latent topics and research trends in open access LIS journals using topic modeling approach (2024)A decadal study on identifyin…Why do papers from international collaborations get more citations? A bibliometric analysis of Library and Information Science papers (2022)Why do papers from internatio…Progress and Knowledge Transfer from Science to Technology in the Research Frontier of CRISPR Based on the LDA Model (2022)Progress and Knowledge Transf…MatrixSim: A new method for detecting the evolution paths of research topics (2022)MatrixSim: A new method for d…Largest contribution to LIS by external disciplines as measured by the characteristics of research articles (2022)Largest contribution to LIS b…Disciplinary contributions to research topics and methodology in Library and Information Science—Leading to fragmentation? (2022)Disciplinary contributions to…Where are the frontiers of sustainability research? An overview based on Web of Science Database in 2013–2019 (2021)Where are the frontiers of su…Productivity and interdisciplinary impacts of Organized Research Units (2021)Productivity and interdiscipl…Potential index: Revealing the future impact of research topics based on current knowledge networks (2021)Potential index: Revealing th…Nature and Extent of Quantitative Research in Social Work Journals: A Systematic Review from 2016 to 2020 (2021)Nature and Extent of Quantita…Intellectual structure of information science 2011–2020: an author co-citation analysis (2021)Intellectual structure of inf…Finding citations for PubMed: a large-scale comparison between five freely available bibliographic data sources (2021)Finding citations for PubMed:…Evolutionary exploration and comparative analysis of the research topic networks in information disciplines (2021)Evolutionary exploration and …A qualitative and quantitative analysis of open citations to retracted articles: the Wakefield 1998 et al.'s case (2021)A qualitative and quantitativ…An index to quantify an individual's scientific research output (2005)The structure and dynamics of cocitation clusters: A multiple‐perspective cocitation analysis (2010)The theoretical foundations of entrepreneurship education: How co-citations are shaping the field (2016)Visualizing the intellectual structure of information science (2006–2015): Introducing author keyword coupling analysis (2016)Uncertainty factors, methods, and solutions of closed-loop supply chain — A review for current situation and future prospects (2020)Bibliographic coupling between scientific papers (1963)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? (2010)Bibliometrics of social media research: A co-citation and co-word analysis (2017)Big data analytics and enterprises: a bibliometric synthesis of the literature (2020)Combining Web of Science and Scopus datasets in citation-based literature study (2022)The frequency distribution of scientific productivity (1926)Human behavior and the principle of least effort (1949)Statistical bibliography or bibliometrics (1969)A survey of trust and reputation systems for online service provision (2005)Web of Science use in published research and review papers 1997–2017: a selective, dynamic, cross-domain, content-based analysis (2017)Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases (2018)Visualizing science by citation mapping (1999)The text mining handbook: advanced approaches in analyzing unstructured data (2007)Firms' knowledge profiles: Mapping patent data with unsupervised learning (2016)Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014 (2017)Does deep learning help topic extraction? A kernel k-means clustering method with word embedding (2018)Scholarly communication and bibliometrics (2002)Forecasting emerging technologies: Use of bibliometrics and patent analysis (2006)Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research (2016)Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? (2018)Evolution of topics in education research: a systematic review using bibliometric analysis (2019)University Versus Corporate Patents: A Window On The Basicness Of Invention (1997)Crossing Boundaries: Knowledge, Disciplinarities, and Interdisciplinarities (1998)Tracing the size, reach, impact, and breadth of positive psychology (2013)Analysis and Visualization of Citation Networks (2015)The Structure of Scientific Revolutions (1963)Author cocitation: A literature measure of intellectual structure (1981)Handbook of Quantitative Science and Technology Research (2005)Paradigms Lost and Pragmatism Regained (2007)Social Theory and Social Structure (1958)Social Theory and Social Structure. (1969)International collaboration in LIS: global trends and networks at the country and institution level (2013)Networks of Scientific Papers (1965)Searching for intellectual turning points: Progressive knowledge domain visualization (2004)Information science during the first decade of the web: An enriched author cocitation analysis (2008)What is in a name? Credit assignment practices in different disciplines (2010)Mapping the geography of science: Distribution patterns and networks of relations among cities and institutes (2010)Integrated impact indicators compared with impact factors: An alternative research design with policy implications (2011)Fifteen years of customer engagement research: a bibliometric and network analysis (2021)
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References

  • 1998Visualizing a discipline: An author co‐citation analysis of information science, 1972–19951,307 cited
  • 2001The Literature of Bibliometrics, Scientometrics, and Informetrics980 cited
  • 2015Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses332 cited
  • 2008Evolution of research activities and intellectual influences in information science 1996–2005: Introducing author bibliographic‐coupling analysis251 cited
  • 2014Clustering scientific documents with topic modeling239 cited
  • 2012A bibliometric chronicling of library and information science's first hundred years176 cited
  • 2015Map of science with topic modeling: Comparison of unsupervised learning and human‐assigned subject classification148 cited
  • 2011A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods142 cited
  • 2007Changes in the LIS research front: Time‐sliced cocitation analyses of LIS journal articles, 1990–2004134 cited
  • 2014The knowledge base and research front of information science 2006–2010: An author cocitation and bibliographic coupling analysis118 cited
  • 2006Probabilistic topic decomposition of an eighteenth‐century American newspaper117 cited
  • 2017Mapping the evolution of library and information science (1978–2014) using topic modeling on LISA98 cited

Cited by

  • 2022Why do papers from international collaborations get more citations? A bibliometric analysis of Library and Information Science papers

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

86 cited
  • 2022Disciplinary contributions to research topics and methodology in Library and Information Science—Leading to fragmentation?33 cited
  • 2021Finding citations for PubMed: a large-scale comparison between five freely available bibliographic data sources30 cited
  • 2021Where are the frontiers of sustainability research? An overview based on Web of Science Database in 2013–201927 cited
  • 2021A qualitative and quantitative analysis of open citations to retracted articles: the Wakefield 1998 et al.'s case26 cited
  • 2021Potential index: Revealing the future impact of research topics based on current knowledge networks21 cited
  • 2022MatrixSim: A new method for detecting the evolution paths of research topics21 cited
  • 2021Evolutionary exploration and comparative analysis of the research topic networks in information disciplines20 cited
  • 2021Intellectual structure of information science 2011–2020: an author co-citation analysis17 cited
  • 2021Nature and Extent of Quantitative Research in Social Work Journals: A Systematic Review from 2016 to 202012 cited
  • 2021Productivity and interdisciplinary impacts of Organized Research Units11 cited
  • 2022Largest contribution to LIS by external disciplines as measured by the characteristics of research articles11 cited
  • 2022Progress and Knowledge Transfer from Science to Technology in the Research Frontier of CRISPR Based on the LDA Model10 cited
  • 2024Unveiling novelty evolution in the field of library and information science in China10 cited
  • 2024An ESTs detection research based on paper entity mapping: Combining scientific text modeling and neural prophet9 cited
  • 2024A decadal study on identifying latent topics and research trends in open access LIS journals using topic modeling approach9 cited