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How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare
16 references·2 citing·46 second hop
How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare (2022)How Can Interactive Process Discovery Add…Process mining for healthcare: Characteristics and challenges (2022)Process mining for healthcare…Digital transformation in healthcare: Analyzing the current state-of-research (2020)Digital transformation in hea…Process mining techniques and applications – A systematic mapping study (2019)Process mining techniques and…Leveraging internet of things and big data analytics initiatives in European and American firms: Is data quality a way to extract business value? 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(2012)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Big data analytics and firm performance: Effects of dynamic capabilities (2016)The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics (2018)A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0 (2020)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process innovation: reengineering work through information technology (1993)Business Process Change: A Study of Methodologies, Techniques, and Tools* (1997)Business Process Analysis and Optimization: Beyond Reengineering (2007)Understanding the influence of information systems competencies on process innovation: A resource-based view (2007)The effect of prior knowledge and decision-making style on the online purchase decision-making process: A typology of consumer shopping behaviour (2015)Workflow Patterns (2003)PM$$^2$$: A Process Mining Project Methodology (2015)Time-driven activity-based costing in health care: A systematic review of the literature (2017)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)Leveraging Digital Technologies: How Information Quality Leads to Localized Capabilities and Customer Service Performance1 (2013)Impact of business analytics and enterprise systems on managerial accounting (2017)The impact of online brand community characteristics on customer engagement: An application of Stimulus-Organism-Response paradigm (2017)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. (1992)Basics of Qualitative Research: Grounded Theory Procedures and Techniques (1993)Qualitative Data Analysis: An Expanded Sourcebook (1994)Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies (2018)Prescriptive analytics: Literature review and research challenges (2019)The Role of Leadership in a Digitalized World: A Review (2019)Digital transformation: A multidisciplinary reflection and research agenda (2019)Understanding digital transformation: A review and a research agenda (2019)The digital divide: A review and future research agenda (2021)Can digital transformation promote enterprise performance? —From the perspective of public policy and innovation (2022)Sustainability through digital transformation: A systematic literature review for research guidance (2022)Tackling the digitalization challenge: how to benefit from digitalization in practice (2022)Time prediction based on process mining (2010)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Process mining in healthcare: A literature review (2016)
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References

  • 2015How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study1,796 cited
  • 2010Organizational impact of system quality, information quality, and service quality966 cited
  • 2003Business process modelling: Review and framework921 cited
  • 2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics890 cited
  • 2020Digital transformation in healthcare: Analyzing the current state-of-research854 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2011Business process analysis in healthcare environments: A methodology based on process mining494 cited
  • 2017Management challenges in creating value from business analytics493 cited
  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2011Conformance Checking Using Cost-Based Fitness Analysis393 cited
  • 2006Process models representing knowledge for action: a revised quality framework354 cited
  • 2019Process mining techniques and applications – A systematic mapping study335 cited
  • 2014Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches312 cited
  • 2019Leveraging internet of things and big data analytics initiatives in European and American firms: Is data quality a way to extract business value?

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306 cited
  • 2012On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery303 cited
  • 2022Process mining for healthcare: Characteristics and challenges290 cited
  • Cited by

    • 2023Cortado: A dedicated process mining tool for interactive process discovery23 cited
    • 2023A Quantitative Review of the Research on Business Process Management in Digital Transformation: A Bibliometric Approach18 cited