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Identification and Prediction of Emerging Topics through Their Relationships to Existing Topics
16 references·1 citing·48 second hop
Identification and Prediction of Emerging Topics through Their Relationships to Existing Topics (2020)Identification and Prediction of Emerging…TermBall: Tracking and Predicting Evolution Types of Research Topics by Using Knowledge Structures in Scholarly Big Data (2020)TermBall: Tracking and Predic…An alternative topic model based on Common Interest Authors for topic evolution analysis (2020)An alternative topic model ba…A Review of Microsoft Academic Services for Science of Science Studies (2019)A Review of Microsoft Academi…Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval (2017)Understanding the topic evolu…Tracking and predicting the evolution of research topics in scientific literature (2017)Tracking and predicting the e…Citation analysis with microsoft academic (2017)Citation analysis with micros…Explore the research front of a specific research theme based on a novel technique of enhanced co-word analysis (2016)Explore the research front of…Patent overlay mapping: Visualizing technological distance (2014)Patent overlay mapping: Visua…Analysis of Technology Trends Basedon Diverse Data Sources (2014)Analysis of Technology Trends…The organisation of Corporate Foresight: A multiple case study in the telecommunication industry (2013)The organisation of Corporate…Analysis of Technology Trends Based on Big Data (2013)Analysis of Technology Trends…Detecting topic evolution in scientific literature (2009)Detecting topic evolution in …Unsupervised prediction of citation influences (2007)Unsupervised prediction of ci…Discovering evolutionary theme patterns from text (2005)Discovering evolutionary them…CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)CiteSpace II: Detecting and v…Technology opportunities analysis (1995)Technology opportunities anal…Identifying a common pattern within ancestors of emerging topics for pan-domain topic emergence prediction (2022)Identifying a common pattern …Topic evolution and social interactions (2006)Keyword-citation-keyword network: a new perspective of discipline knowledge structure analysis (2020)Computational Literature Reviews: Method, Algorithms, and Roadmap (2021)The Social Psychology of Organizations. (1979)Case Study Research: Design and Methods (1984)Qualitative research & evaluation methods (2002)Exploring the cognitive value of technology foresight: The case of the Cisco Technology Radar (2014)Corporate foresight: A systematic literature review and future research trajectories (2022)Organization and Time (2022)Little Science, Big Science (1963)The Structure of Scientific Literatures I: Identifying and Graphing Specialties (1974)Science and Engineering Indicators (1993)Innovation forecasting (1997)Assessing the maturity of a research area: bibliometric review and proposed framework (2016)30 years of intelligence models in management and business: A bibliometric review (2019)Untangling text data mining (1999)Main‐path analysis and path‐dependent transitions in HistCite™‐based historiograms (2008)Latent Semantic Analysis: five methodological recommendations (2010)Historiographic Mapping of Knowledge Domains Literature (2004)Citation count prediction (2011)Identifying Meaningful Citations (2015)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)The New production of knowledge: the dynamics of science and research in contemporary societies (1995)The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations (2000)A hybrid similarity measure method for patent portfolio analysis (2016)Measuring technological distance for patent mapping (2016)A text-embedding-based approach to measuring patent-to-patent technological similarity (2022)Benchmarking international scientific excellence: Are highly cited research papers an appropriate frame of reference? (2002)Publish or Perish (2007)Towards a new crown indicator: Some theoretical considerations (2010)Early Mendeley readers correlate with later citation counts (2018)Field Normalization of Scientometric Indicators (2019)Comparison of bibliographic data sources: Implications for the robustness of university rankings (2020)THE STRUCTURE OF SCIENTIFIC REVOLUTIONS (1963)The Structure of Scientific Revolutions (1963)Emerging research topics detection with multiple machine learning models (2019)Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis (2019)Combining deep neural network and bibliometric indicator for emerging research topic prediction (2021)Distributional Structure (1954)Citation Analysis as a Tool in Journal Evaluation (1972)Bibliometrics: The Leiden Manifesto for research metrics (2015)Public use and public funding of science (2022)Non-White scientists appear on fewer editorial boards, spend more time under review, and receive fewer citations (2023)SciSciNet: A large-scale open data lake for the science of science research (2023)The Strength of Weak Ties (1973)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Bibliometric Methods in Management and Organization (2014)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)
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References

  • 2005CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature6,491 cited
  • 2005Discovering evolutionary theme patterns from text524 cited
  • 1995Technology opportunities analysis287 cited
  • 2007Unsupervised prediction of citation influences238 cited
  • 2009Detecting topic evolution in scientific literature170 cited
  • 2014Patent overlay mapping: Visualizing technological distance160 cited
  • 2019A Review of Microsoft Academic Services for Science of Science Studies144 cited
  • 2017Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval120 cited
  • 2017Citation analysis with microsoft academic113 cited
  • 2013The organisation of Corporate Foresight: A multiple case study in the telecommunication industry109 cited
  • 2016Explore the research front of a specific research theme based on a novel technique of enhanced co-word analysis52 cited
  • 2020An alternative topic model based on Common Interest Authors for topic evolution analysis44 cited
  • 2014Analysis of Technology Trends Basedon Diverse Data Sources17 cited
  • 2020TermBall: Tracking and Predicting Evolution Types of Research Topics by Using Knowledge Structures in Scholarly Big Data17 cited

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  • 2013Analysis of Technology Trends Based on Big Data16 cited
  • 2017Tracking and predicting the evolution of research topics in scientific literature16 cited
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    • 2022Identifying a common pattern within ancestors of emerging topics for pan-domain topic emergence prediction7 cited