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Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology
16 references·16 citing·48 second hopsampled
Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology (2018)Identifying and monitoring the developmen…The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices (2016)The impact of microblogging d…What is an emerging technology? (2015)What is an emerging technolog…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…Insights from hashtag #supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research (2015)Insights from hashtag #supply…Identifying emerging topics in science and technology (2014)Identifying emerging topics i…What do people study when they study Twitter? Classifying Twitter related academic papers (2013)What do people study when the…Introduction to the Special Issue —Social Media and Business Transformation: A Framework for Research (2013)Introduction to the Special I…Empirical study of topic modeling in Twitter (2010)Empirical study of topic mode…Twitter power: Tweets as electronic word of mouth (2009)Twitter power: Tweets as elec…Twitter adoption and use in mass convergence and emergency events (2009)Twitter adoption and use in m…Tracking emerging technologies in energy research: Toward a roadmap for sustainable energy (2007)Tracking emerging technologie…The sociology of expectations in science and technology (2006)The sociology of expectations…Forecasting emerging technologies: Use of bibliometrics and patent analysis (2006)Forecasting emerging technolo…Technology opportunities analysis (1995)Technology opportunities anal…Forecasting and Management of Technology (1991)Forecasting and Management of…Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry (1991)Co-word analysis as a tool fo…The impact of ChatGPT on human skills: A quantitative study on twitter data (2024)The impact of ChatGPT on huma…Topic-based technology mapping using patent data analysis: A case study of vehicle tires (2023)Topic-based technology mappin…Patent text mining based hydrogen energy technology evolution path identification (2023)Patent text mining based hydr…The relationship between readability and scientific impact: Evidence from emerging technology discourses (2022)The relationship between read…Forecasting the development trend of low emission vehicle technologies: Based on patent data (2021)Forecasting the development t…A review of data analytics in technological forecasting (2021)A review of data analytics in…A deep learning framework to early identify emerging technologies in large-scale outlier patents: an empirical study of CNC machine tool (2021)A deep learning framework to …The impact of social media presence and board member composition on new venture success: Evidences from VC-backed U.S. startups (2020)The impact of social media pr…Social media analytics and business intelligence research: A systematic review (2020)Social media analytics and bu…Revolution on digital twin technology—a patent research approach (2020)Revolution on digital twin te…Monitoring and forecasting the development trends of nanogenerator technology using citation analysis and text mining (2020)Monitoring and forecasting th…Corporate social responsibility and collaborative innovation: The role of government support (2020)Corporate social responsibili…Twitter Analysis of Global Communication in the Field of Sustainability (2019)Twitter Analysis of Global Co…The effect of twitter dissemination on cost of equity: A big data approach (2019)The effect of twitter dissemi…A Machine Learning Approach for Solar Power Technology Review and Patent Evolution Analysis (2019)A Machine Learning Approach f…Enhancing university brand image and reputation through customer value co-creation behaviour (2018)Enhancing university brand im…The Effect of Word of Mouth on Sales: Online Book Reviews (2006)Predicting the Future with Social Media (2010)Twitter mood predicts the stock market (2011)Brand co-creation through social commerce information sharing: The role of social media (2018)Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda (2020)Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India (2020)Techno-economic Networks and Irreversibility (1990)In search of useful theory of innovation (1993)The Sources of Innovation (2007)How to normalize cooccurrence data? 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(1978)Citizens as sensors: the world of volunteered geography (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Measuring human perceptions of a large-scale urban region using machine learning (2018)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms (1990)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)The Ethical Implications of Using Artificial Intelligence in Auditing (2020)Artificial intelligence and industrial innovation: Evidence from German firm-level data (2022)Artificial intelligence in innovation management: A review of innovation capabilities and a taxonomy of AI applications (2023)The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)Brand Community (2001)Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? (2004)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)The Impact of New Media on Customer Relationships (2010)Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior (2016)Twitter under crisis (2010)NORMALIZING TWITTER (2011)Processing Social Media Messages in Mass Emergency (2015)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)A review of the ecosystem concept — Towards coherent ecosystem design (2017)Literature reviews as independent studies: guidelines for academic practice (2022)Comparing Twitter and Traditional Media Using Topic Models (2011)Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)The contribution of technology selection to core competencies (2002)A Sociology of Expectations: Retrospecting Prospects and Prospecting Retrospects (2003)Making Sense of Technology Trends in the Information Technology Landscape: A Design Science Approach1 (2008)
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References

  • 1991Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry2,108 cited
  • 2006The sociology of expectations in science and technology1,918 cited
  • 2009Twitter power: Tweets as electronic word of mouth1,654 cited
  • 2010Empirical study of topic modeling in Twitter1,145 cited
  • 2006Forecasting emerging technologies: Use of bibliometrics and patent analysis1,096 cited
  • 2009Twitter adoption and use in mass convergence and emergency events991 cited
  • 2015What is an emerging technology?987 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2013Introduction to the Special Issue —Social Media and Business Transformation: A Framework for Research785 cited
  • 1991Forecasting and Management of Technology490 cited
  • 2015Insights from hashtag #supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research467 cited
  • 2016The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices399 cited
  • 2014Identifying emerging topics in science and technology379 cited
  • 1995Technology opportunities analysis287 cited

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

  • 2007Tracking emerging technologies in energy research: Toward a roadmap for sustainable energy256 cited
  • 2013What do people study when they study Twitter? Classifying Twitter related academic papers213 cited
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    • 2019Twitter Analysis of Global Communication in the Field of Sustainability77 cited
    • 2021A review of data analytics in technological forecasting58 cited
    • 2019A Machine Learning Approach for Solar Power Technology Review and Patent Evolution Analysis56 cited
    • 2023Topic-based technology mapping using patent data analysis: A case study of vehicle tires55 cited
    • 2019The effect of twitter dissemination on cost of equity: A big data approach54 cited
    • 2022The relationship between readability and scientific impact: Evidence from emerging technology discourses52 cited
    • 2020The impact of social media presence and board member composition on new venture success: Evidences from VC-backed U.S. startups52 cited
    • 2023Patent text mining based hydrogen energy technology evolution path identification48 cited
    • 2021A deep learning framework to early identify emerging technologies in large-scale outlier patents: an empirical study of CNC machine tool48 cited
    • 2020Revolution on digital twin technology—a patent research approach47 cited
    • 2020Monitoring and forecasting the development trends of nanogenerator technology using citation analysis and text mining41 cited