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Empirical Big Data Research: A Systematic Literature Mapping
16 references·1 citing·44 second hop
Empirical Big Data Research: A Systematic Literature Mapping (2015)Empirical Big Data Research: A Systematic…Taming Uncertainty in Big Data (2014)Taming Uncertainty in Big DataModeling virtual organizations with Latent Dirichlet Allocation: A case for natural language processing (2014)Modeling virtual organization…iCARE: A framework for big data-based banking customer analytics (2014)iCARE: A framework for big da…Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Data-intensive applications, …CAP: community activity prediction based on big data analysis (2014)CAP: community activity predi…Beyond the hype: Big data concepts, methods, and analytics (2014)Beyond the hype: Big data con…Anatomy of Scholarly Collaboration in Engineering Education: A Big‐Data Bibliometric Analysis (2014)Anatomy of Scholarly Collabor…Using social media to quantify nature-based tourism and recreation (2013)Using social media to quantif…Potentiality of Big Data in the Medical Sector: Focus on How to Reshape the Healthcare System (2013)Potentiality of Big Data in t…Decomposing social and semantic networks in emerging “big data” research (2013)Decomposing social and semant…Big Data Processing and Mining for Next Generation Intelligent Transportation Systems (2013)Big Data Processing and Minin…Big data challenge: a data management perspective (2013)Big data challenge: a data ma…Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb (2013)Beyond the geotag: situating …A probabilistic approach to mining mobile phone data sequences (2013)A probabilistic approach to m…A comparative study of dimensionality reduction techniques to enhance trace clustering performances (2013)A comparative study of dimens…Customer event history for churn prediction: How long is long enough? (2012)Customer event history for ch…Application of Big Data Technology in Scientific Research Data Management of Military Enterprises (2019)Application of Big Data Techn…Big Data (2014)Big Data: A Survey (2014)Big data analytics and big data science: a survey (2016)Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation (2016)An Emotion Recognition System for Mobile Applications (2017)Big data: The next frontier for innovation, competition, and productivity (2011)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Toward a Literature-Driven Definition of Big Data in Healthcare (2015)Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource (2016)Wearable technologies (2016)Structural Holes: The Social Structure of Competition (1992)Structural Holes: The Social Structure of Competition (1995)How Does National Scientific Funding Support Emerging Interdisciplinary Research: A Comparison Study of Big Data Research in the US and China (2016)The normalization of co-authorship networks in the bibliometric evaluation: the government stimulation programs of China and Korea (2016)Discovering and forecasting interactions in big data research: A learning-enhanced bibliometric study (2018)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Challenges and opportunities with big data (2012)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Avoid being the Turkey: How big data analytics changes the game of strategy in times of ambiguity and uncertainty (2018)The role of privacy policy on consumers’ perceived privacy (2018)Impact of COVID-19 pandemic upon fashion consumer behavior: focus on mass and luxury products (2021)A survey of data provenance in e-science (2005)Reference Architecture and Classification of Technologies, Products and Services for Big Data Systems (2015)A survey of big data management: Taxonomy and state-of-the-art (2016)Organizational intention to adopt big data in the B2B context: An integrated view (2019)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Assessment of hospital processes using a process mining technique: Outpatient process analysis at a tertiary hospital (2015)Behavioral process mining for unstructured processes (2016)Opportunities and challenges for applying process mining in healthcare: a systematic mapping study (2021)Data quality management, data usage experience and acquisition intention of big data analytics (2014)Machine learning on big data: Opportunities and challenges (2017)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)The Production of Space (1992)Citizens as sensors: the world of volunteered geography (2007)CRITICAL QUESTIONS FOR BIG DATA (2012)Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas (2017)Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature‐Based Experiences in Protected Areas (2017)Social-media data for urban sustainability (2018)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)
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References

  • 2014Beyond the hype: Big data concepts, methods, and analytics4,222 cited
  • 2014Data-intensive applications, challenges, techniques and technologies: A survey on Big Data3,046 cited
  • 2013Using social media to quantify nature-based tourism and recreation723 cited
  • 2013Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb373 cited
  • 2013Big data challenge: a data management perspective339 cited
  • 2013Potentiality of Big Data in the Medical Sector: Focus on How to Reshape the Healthcare System243 cited
  • 2014CAP: community activity prediction based on big data analysis154 cited
  • 2013Decomposing social and semantic networks in emerging “big data” research95 cited
  • 2014iCARE: A framework for big data-based banking customer analytics91 cited
  • 2013A comparative study of dimensionality reduction techniques to enhance trace clustering performances77 cited
  • 2012Customer event history for churn prediction: How long is long enough?77 cited
  • 2014Modeling virtual organizations with Latent Dirichlet Allocation: A case for natural language processing59 cited
  • 2014Anatomy of Scholarly Collaboration in Engineering Education: A Big‐Data Bibliometric Analysis54 cited
  • 2013A probabilistic approach to mining mobile phone data sequences35 cited

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  • 2014Taming Uncertainty in Big Data32 cited
  • 2013Big Data Processing and Mining for Next Generation Intelligent Transportation Systems30 cited
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    • 2019Application of Big Data Technology in Scientific Research Data Management of Military Enterprises10 cited