SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Identifying research trends of machine learning in business: a topic modeling approach
16 references·5 citing·54 second hop
Identifying research trends of machine learning in business: a topic modeling approach (2022)Identifying research trends of machine le…How can machine learning aid behavioral marketing research? (2020)How can machine learning aid …Digital transformation challenges: strategies emerging from a multi-stakeholder approach (2020)Digital transformation challe…Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review (2020)Artificial intelligence and b…Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda (2019)Using business analytics to e…Literature review as a research methodology: An overview and guidelines (2019)Literature review as a resear…Deep learning in business analytics and operations research: Models, applications and managerial implications (2019)Deep learning in business ana…Digital Strategy and Digital Transformation (2018)Digital Strategy and Digital …Big Data Analytics in Operations Management (2017)Big Data Analytics in Operati…The digitalization of retailing: an exploratory framework (2016)The digitalization of retaili…Recent Development in Big Data Analytics for Business Operations and Risk Management (2016)Recent Development in Big Dat…How to improve firm performance using big data analytics capability and business strategy alignment? (2016)How to improve firm performan…Defining service innovation: A review and synthesis (2016)Defining service innovation: …An evidence-based review of HR Analytics (2016)An evidence-based review of H…Big Data Deep Learning: Challenges and Perspectives (2014)Big Data Deep Learning: Chall…A Systematic Review of Literature on Offshoring of Value Chain Activities (2013)A Systematic Review of Litera…Analyzing the Past to Prepare for the Future: Writing a Literature Review (2002)Analyzing the Past to Prepare…Topic modelling through the bibliometrics lens and its technique (2025)Topic modelling through the b…Exploring uncharted territories of sustainable manufacturing: A cutting-edge AI approach to uncover hidden research avenues in green innovations (2024)Exploring uncharted territori…Unravelling the Landscape of Mental Accounting Research Using Machine Learning: A Topic Modelling Approach (2023)Unravelling the Landscape of …The evolving relationship of entrepreneurship, technology, and innovation: A topic modeling perspective (2023)The evolving relationship of …Defining the Metaverse through the lens of academic scholarship, news articles, and social media (2022)Defining the Metaverse throug…Big data: The next frontier for innovation, competition, and productivity (2011)A survey on deep learning for big data (2017)Machine learning on big data: Opportunities and challenges (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Information Systems Success: The Quest for the Dependent Variable (1992)Strategies for Theorizing from Process Data (1999)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification (2014)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)Sectoral patterns of technical change: Towards a taxonomy and a theory (1984)Innovation and Entrepreneurship (1985)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Creating and capturing value from Big Data: A multiple-case study analysis of provider companies (2018)Service robots: value co-creation and co-destruction in elderly care networks (2018)R&D internationalization and innovation: A systematic review, integrative framework and future research directions (2019)Evolving to a New Dominant Logic for Marketing (2003)When materiality ‘bites back’: Digital music consumption practices in the age of dematerialization (2011)When Virtual and Material Worlds Collide: Democratic Fashion in the Digital Age (2013)Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance* (2020)Personalization and hedonic motivation in creating customer experiences and loyalty in omnichannel retail (2020)Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths (2021)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Firm Resources and Sustained Competitive Advantage (1991)Firm resources and sustained competitive advantage (2004)Big data analytics capabilities: a systematic literature review and research agenda (2017)Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA (2018)Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience (2019)The theory of planned behavior (1991)User Acceptance of Information Technology: Toward A Unified View1 (2003)A review of machine learning applications in human resource management (2021)Preparing Workplaces for Digital Transformation: An Integrative Review and Framework of Multi-Level Factors (2021)Rebooting employees: upskilling for artificial intelligence in multinational corporations (2021)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management (2013)How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0 (2020)Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case (2020)Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic (2020)Meta-analysis in clinical trials (1986)Using thematic analysis in psychology (2006)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)The art of writing literature review: What do we know and what do we need to know? (2020)How to conduct a bibliometric analysis: An overview and guidelines (2021)Scientific procedures and rationales for systematic literature reviews (SPAR‐4‐SLR) (2021)Qualitative research and evaluation methods (1980)The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations (2000)Understanding digital transformation: A review and a research agenda (2019)Digital Transformation on Enterprise Green Innovation: Effect and Transmission Mechanism (2022)Dynamic digital capabilities and supply chain resilience: The role of government effectiveness (2023)Worker and workplace Artificial Intelligence (AI) coexistence: Emerging themes and research agenda (2023)The Problem of Social Cost (1960)AI-employee collaboration and business performance: Integrating knowledge-based view, socio-technical systems and organisational socialisation framework (2022)Unlocking the value of artificial intelligence in human resource management through AI capability framework (2022)Responsible artificial intelligence governance: A review and research framework (2025)
this work references cited by second hop

References

  • 2019Literature review as a research methodology: An overview and guidelines11,435 cited
  • 2002Analyzing the Past to Prepare for the Future: Writing a Literature Review7,440 cited
  • 2016How to improve firm performance using big data analytics capability and business strategy alignment?1,450 cited
  • 2014Big Data Deep Learning: Challenges and Perspectives1,255 cited
  • 2020Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review1,102 cited
  • 2017Big Data Analytics in Operations Management1,023 cited
  • 2016An evidence-based review of HR Analytics905 cited
  • 2016The digitalization of retailing: an exploratory framework663 cited
  • 2020Digital transformation challenges: strategies emerging from a multi-stakeholder approach543 cited
  • 2016Defining service innovation: A review and synthesis404 cited
  • 2019Deep learning in business analytics and operations research: Models, applications and managerial implications391 cited
  • 2016Recent Development in Big Data Analytics for Business Operations and Risk Management280 cited
  • 2018Digital Strategy and Digital Transformation265 cited
  • 2013A Systematic Review of Literature on Offshoring of Value Chain Activities229 cited

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

2019
Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda
225 cited
  • 2020How can machine learning aid behavioral marketing research?58 cited
  • Cited by

    • 2024Exploring uncharted territories of sustainable manufacturing: A cutting-edge AI approach to uncover hidden research avenues in green innovations42 cited
    • 2025Topic modelling through the bibliometrics lens and its technique32 cited
    • 2023The evolving relationship of entrepreneurship, technology, and innovation: A topic modeling perspective28 cited
    • 2022Defining the Metaverse through the lens of academic scholarship, news articles, and social media9 cited
    • 2023Unravelling the Landscape of Mental Accounting Research Using Machine Learning: A Topic Modelling Approach5 cited