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Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis
10 references·16 citing·40 second hop
Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)Research trends on Big Data in Marketing:…Real World Research (2016)Real World ResearchBig data analytics in E-commerce: a systematic review and agenda for future research (2016)Big data analytics in E-comme…Big Data consumer analytics and the transformation of marketing (2015)Big Data consumer analytics a…Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Data-intensive applications, …A data-driven approach to predict the success of bank telemarketing (2014)A data-driven approach to pre…Mining big data (2013)Mining big dataBusiness Intelligence and Analytics: From Big Data to Big Impact (2012)Business Intelligence and Ana…topicmodels: An R Package for Fitting Topic Models (2011)topicmodels: An R Package for…topicmodels : An R Package for Fitting Topic Models (2011)topicmodels : An R Package fo…Text Mining Infrastructure in R (2008)Text Mining Infrastructure in…Tech-Business Analytics – a Review-based New Model to Improve the Performances of Various Industry Sectors (2023)Tech-Business Analytics – a R…How can organizations leverage big data to innovate their business models? A systematic literature review (2023)How can organizations leverag…Sustainable supply chain management and green technologies: a bibliometric review of literature (2022)Sustainable supply chain mana…The impact of the COVID-19 crisis on consumer purchasing motivation and behavior (2021)The impact of the COVID-19 cr…RETRACTED: Organizational performance and capabilities to analyze big data: do the ambidexterity and business value of big data analytics matter? (2021)RETRACTED: Organizational per…Big data and firm marketing performance: Findings from knowledge-based view (2021)Big data and firm marketing p…Theme Mapping and Bibliometrics Analysis of One Decade of Big Data Research in the Scopus Database (2020)Theme Mapping and Bibliometri…Text Mining in Big Data Analytics (2020)Text Mining in Big Data Analy…Pedagogical innovation in higher education and active learning methodologies – a case study (2020)Pedagogical innovation in hig…Mapping Human–Computer Interaction Research Themes and Trends from Its Existence to Today: A Topic Modeling-Based Review of past 60 Years (2020)Mapping Human–Computer Intera…Impact of Big Data and Machine Learning on Digital Transformation in Marketing: A Literature Review (2020)Impact of Big Data and Machin…A multi-dimension framework for value creation through Big Data (2020)A multi-dimension framework f…Unwanted advances in higher education:Uncovering sexual harassment experiences in academia with text mining (2019)Unwanted advances in higher e…Understanding the use of Virtual Reality in Marketing: A text mining-based review (2018)Understanding the use of Virt…Topic modeling in marketing: recent advances and research opportunities (2018)Topic modeling in marketing: …A Topic Modelling Analysis of Living Labs Research (2018)A Topic Modelling Analysis of…Firm Resources and Sustained Competitive Advantage (1991)Dynamic capabilities and strategic management (1997)Firm resources and sustained competitive advantage (2004)Big data and predictive analytics for supply chain and organizational performance (2016)Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities (2019)Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective (2020)Big data: The next frontier for innovation, competition, and productivity (2011)Critical analysis of Big Data challenges and analytical methods (2016)A survey on deep learning for big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)A framework for marketing management (2000)Decision Support and Business Intelligence Systems (2006)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)A Review on Fairness in Machine Learning (2022)The effects of data quality on machine learning performance on tabular data (2025)Untangling text data mining (1999)Bioconductor: open software development for computational biology and bioinformatics (2004)Long-term reduction in implicit race bias: A prejudice habit-breaking intervention (2012)quanteda: An R package for the quantitative analysis of textual data (2018)Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts (2015)Addressing barriers to big data (2017)Green innovation as a mediator in the impact of business analytics and environmental orientation on green competitive advantage (2020)The Economics of Organization: The Transaction Cost Approach (1981)Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality (2017)Transforming business using digital innovations: the application of AI, blockchain, cloud and data analytics (2020)Personalization in personalized marketing: Trends and ways forward (2022)Computer-Assisted Text Analysis for Comparative Politics (2015)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)stm : An R Package for Structural Topic Models (2019)Beyond the hype: Big data concepts, methods, and analytics (2014)Understanding Customer Experience Throughout the Customer Journey (2016)Digital transformation: A multidisciplinary reflection and research agenda (2019)Some guidance on conducting and reporting qualitative studies (2016)How Does Financial Literacy Promote Sustainability in SMEs? A Developing Country Perspective (2019)Pragmatism as a Research Paradigm and Its Implications for Social Work Research (2019)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Extrinsic versus Intrinsic Rewards for Contributing Reviews in an Online Platform (2018)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)
this work references cited by second hop

References

  • 2012Business Intelligence and Analytics: From Big Data to Big Impact6,241 cited
  • 2014Data-intensive applications, challenges, techniques and technologies: A survey on Big Data3,046 cited
  • 2015Big Data consumer analytics and the transformation of marketing1,377 cited
  • 2016Real World Research1,315 cited
  • 2008Text Mining Infrastructure in R1,258 cited
  • 2011topicmodels : An R Package for Fitting Topic Models1,071 cited
  • 2014A data-driven approach to predict the success of bank telemarketing875 cited
  • 2016Big data analytics in E-commerce: a systematic review and agenda for future research684 cited
  • 2013Mining big data677 cited
  • 2011topicmodels: An R Package for Fitting Topic Models345 cited

Cited by

  • 2018Understanding the use of Virtual Reality in Marketing: A text mining-based review320 cited
  • 2020Text Mining in Big Data Analytics319 cited
  • 2021Big data and firm marketing performance: Findings from knowledge-based view194 cited
  • 2020Impact of Big Data and Machine Learning on Digital Transformation in Marketing: A Literature Review146 cited
  • 2021The impact of the COVID-19 crisis on consumer purchasing motivation and behavior

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142 cited
  • 2023How can organizations leverage big data to innovate their business models? A systematic literature review133 cited
  • 2018Topic modeling in marketing: recent advances and research opportunities132 cited
  • 2021RETRACTED: Organizational performance and capabilities to analyze big data: do the ambidexterity and business value of big data analytics matter?128 cited
  • 2020Mapping Human–Computer Interaction Research Themes and Trends from Its Existence to Today: A Topic Modeling-Based Review of past 60 Years117 cited
  • 2020A multi-dimension framework for value creation through Big Data100 cited
  • 2022Sustainable supply chain management and green technologies: a bibliometric review of literature99 cited
  • 2019Unwanted advances in higher education:Uncovering sexual harassment experiences in academia with text mining96 cited
  • 2020Theme Mapping and Bibliometrics Analysis of One Decade of Big Data Research in the Scopus Database91 cited
  • 2023Tech-Business Analytics – a Review-based New Model to Improve the Performances of Various Industry Sectors80 cited
  • 2018A Topic Modelling Analysis of Living Labs Research75 cited
  • 2020Pedagogical innovation in higher education and active learning methodologies – a case study73 cited