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Thematic Analysis of Big Data in Financial Institutions Using NLP Techniques with a Cloud Computing Perspective: A Systematic Literature Review
12 references·1 citing·51 second hop
Thematic Analysis of Big Data in Financial Institutions Using NLP Techniques with a Cloud Computing Perspective: A Systematic Literature Review (2023)Thematic Analysis of Big Data in Financia…Accelerating Mixed Methods Research With Natural Language Processing of Big Text Data (2021)Accelerating Mixed Methods Re…Reshaping competitive advantages with analytics capabilities in service systems (2020)Reshaping competitive advanta…Modern Senicide in the Face of a Pandemic: An Examination of Public Discourse and Sentiment About Older Adults and COVID-19 Using Machine Learning (2020)Modern Senicide in the Face o…Uncertainty in big data analytics: survey, opportunities, and challenges (2019)Uncertainty in big data analy…Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis (2019)Analyzing social media data: …Analytics-based decision-making for service systems: A qualitative study and agenda for future research (2019)Analytics-based decision-maki…A computational social science perspective on qualitative data exploration: Using topic models for the descriptive analysis of social media data* (2019)A computational social scienc…Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice (2017)Understanding big data analyt…Thematic analysis (2016)Thematic analysisSuccessful qualitative research: A practical guide for beginners (2016)Successful qualitative resear…Strategic business modeling: representation and reasoning (2012)Strategic business modeling: …Using thematic analysis in psychology (2006)Using thematic analysis in ps…Automating financial reporting with natural language processing: A review and case analysis (2024)Automating financial reportin…Qualitative evaluation and research methods (1990)Qualitative Data Analysis: An Expanded Sourcebook (1994)Basics of qualitative research : techniques and procedures for developing grounded theory (1998)Older Adults' Reasons for Using Technology while Aging in Place (2015)Thematic Analysis (2017)Reflecting on reflexive thematic analysis (2019)How to make a decision: The analytic hierarchy process (1990)The balanced scorecard : measures that drive performance (1992)The balanced scorecard: Translating strategy into action (1997)Application of Data Mining techniques to identify relevant Key Performance Indicators (2016)Business-driven data analytics: A conceptual modeling framework (2018)From event logs to goals: a systematic literature review of goal-oriented process mining (2019)Absorptive Capacity: A New Perspective on Learning and Innovation (1990)Research Methods for Business Students (2003)Business Intelligence and Analytics: From Big Data to Big Impact (2012)The mean-variance approach for global supply chain risk analysis with air logistics in the blockchain technology era (2019)Industry 4.0 and the circular economy: A literature review and recommendations for future research (2021)The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance (2021)Firm Resources and Sustained Competitive Advantage (1991)Dynamic capabilities and strategic management (1997)Firm resources and sustained competitive advantage (2004)Adoption of robust business analytics for product innovation and organizational performance: the mediating role of organizational data-driven culture (2021)From user-generated data to data-driven innovation: A research agenda to understand user privacy in digital markets (2021)Big data application, factor allocation, and green innovation in Chinese manufacturing enterprises (2023)Who interacts on the Web?: The intersection of users’ personality and social media use (2009)CRITICAL QUESTIONS FOR BIG DATA (2012)Motivating factors for and barriers to the COVID-19 vaccine uptake: A review of social media data in Zambia (2022)Storm the Capitol: Linking Offline Political Speech and Online Twitter Extra-Representational Participation on QAnon and the January 6 Insurrection (2022)Pragmatism and Methodology (2024)Fuzzy sets (1965)Fuzzy sets (1996)Big data: The next frontier for innovation, competition, and productivity (2011)Comprehensive review of text-mining applications in finance (2020)Digital Transformation and SMART-The Analytics factor (2022)A review of predictive uncertainty estimation with machine learning (2024)Three Approaches to Qualitative Content Analysis (2005)Putting Tools in Their Place: The Role of Time and Perspective in Human-AI Collaboration for Qualitative Analysis (2021)Extrem rechte Influencer*innen auf Telegram: Normalisierungsstrategien in der Corona-Pandemie (2022)The Coding Manual for Qualitative Researchers (2025)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)How data-driven innovation capability is shaping the future of market agility and competitive performance? (2021)Digital Innovation, Data Analytics, and Supply Chain Resiliency: A Bibliometric-based Systematic Literature Review (2022)Technology readiness of B2B firms and AI-based customer relationship management capability for enhancing social sustainability performance (2022)Transforming Qualitative Information: Thematic Analysis and Code Development (1998)Encyclopedia of Critical Psychology (2014)One size fits all? What counts as quality practice in (reflexive) thematic analysis? (2020)Thematic analysis of qualitative data: AMEE Guide No. 131 (2020)Qualitative Data Analysis (2024)Developing rigor in qualitative research: problems and opportunities within sport and exercise psychology (2017)To saturate or not to saturate? Questioning data saturation as a useful concept for thematic analysis and sample-size rationales (2019)A worked example of Braun and Clarke’s approach to reflexive thematic analysis (2021)
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References

  • 2006Using thematic analysis in psychology193,725 cited
  • 2016Thematic analysis6,520 cited
  • 2016Successful qualitative research: A practical guide for beginners4,018 cited
  • 2019Uncertainty in big data analytics: survey, opportunities, and challenges618 cited
  • 2017Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice515 cited
  • 2019Analytics-based decision-making for service systems: A qualitative study and agenda for future research193 cited
  • 2019Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis161 cited
  • 2012Strategic business modeling: representation and reasoning147 cited
  • 2019A computational social science perspective on qualitative data exploration: Using topic models for the descriptive analysis of social media data*141 cited
  • 2020Reshaping competitive advantages with analytics capabilities in service systems125 cited
  • 2020Modern Senicide in the Face of a Pandemic: An Examination of Public Discourse and Sentiment About Older Adults and COVID-19 Using Machine Learning120 cited
  • 2021Accelerating Mixed Methods Research With Natural Language Processing of Big Text Data66 cited

Cited by

  • 2024Automating financial reporting with natural language processing: A review and case analysis54 cited

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