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The Data-Information-Knowledge-Wisdom Hierarchy and its Antithesis
6 references·9 citing·38 second hop
The Data-Information-Knowledge-Wisdom Hierarchy and its Antithesis (2011)The Data-Information-Knowledge-Wisdom Hie…Ignorance and Uncertainty: Emerging Paradigms (2012)Ignorance and Uncertainty: Em…The knowledge pyramid: a critique of the DIKW hierarchy (2008)The knowledge pyramid: a crit…The wisdom hierarchy: representations of the DIKW hierarchy (2007)The wisdom hierarchy: represe…Conceptual approaches for defining data, information, and knowledge (2007)Conceptual approaches for def…The March of Folly: From Troy to Vietnam (1985)The March of Folly: From Troy…Knowledge and Knowledge Production. (1982)Knowledge and Knowledge Produ…Jornadas de Ciencia y Tecnología 2023 (2023)Jornadas de Ciencia y Tecnolo…Design, Heritage e cultura digitale (2022)Design, Heritage e cultura di…Selection of design alternatives for smart product service system: A rough-fuzzy data envelopment analysis approach (2020)Selection of design alternati…Revising the DIKW Pyramid and the Real Relationship Between Data, Information, Knowledge and Wisdom (2020)Revising the DIKW Pyramid and…Information for Knowledge: A Case Study on Education Faculty Students’ Internet-based Selective Learning Habits (2019)Information for Knowledge: A …Health Analytics Types, Functions and Levels: A Review of Literature (2018)Health Analytics Types, Funct…Business intelligence and SMEs: Bridging the gap (2017)Business intelligence and SME…A framework for deployment of mobile business intelligence within small and medium enterprises in developing countries (2017)A framework for deployment of…The Unbearable Complexity of Documenting Intellectual Processes : Paradata and Virtual Cultural Heritage Visualisation (2012)The Unbearable Complexity of …Heritage and the Present Past (2006)Collected Papers of Charles Sanders Peirce (1935)The Information Economy: Definition and Measurement (1998)Knowledge management: An information science perspective (2010)On the meaning of a black swan in a risk context (2013)Big data and data science: what should we teach? (2015)Foundations of the Theory of Signs (1938) (2019)Personal Knowledge: Towards a Post-Critical Philosophy (1959)The Knowledge-Creating Company (1995)The Knowledge-Creating Company (1998)Looking for Information: A Survey of Research on Information Seeking, Needs, and Behavior (2016)Human resources for Big Data professions: A systematic classification of job roles and required skill sets (2017)The Structure of Scientific Revolutions (1963)The Logic of Scientific Discovery (2013)Developing a systemic lessons learned knowledge model for organisational learning through projects (2014)Little Jiffy, Mark Iv (1974)Survey Research Methods. (1985)Factor Analytic Evidence for the Construct Validity of Scores: A Historical Overview and Some Guidelines (1996)Identifying the main factors involved in business intelligence implementation in SMEs (2020)A Review of Business Intelligence and Analytics in Small and Mediumsized Enterprises (2022)Applications and Competitive Advantages of Data Mining and Business Intelligence in SMEs Performance: A Systematic Review (2025)Measuring the efficiency of decision making units (1978)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Life cycle oriented design of technical Product-Service Systems (2006)Design concept evaluation based on cloud rough model and modified AHP-VIKOR: An application to lithography tool manufacturing process (2024)Laboratory Life: The Construction of Scientific Facts (1986)Motivation and personality (1993)Motivation and Personality (1997)Development and preliminary validation of a scale for evaluating the effectiveness of generative AI in museum cultural and creative product design (2026)Verification, validation, and predictive capability in computational engineering and physics (2004)Communicating climate change: history, challenges, process and future directions (2009)A Stupidity‐Based Theory of Organizations (2012)What Makes a Problem Real: Stalking the Illusive Meaning of Qualitative Differences in Gifted Education (1982)Meta‐Competence: A Recipe for Reframing the Competence Debate (1993)Propositions about novelty (2009)Improving decision-making with scenario planning (2003)Working with evaluation stakeholders: A rationale, step-wise approach and toolkit (2010)The evolution of overconfidence (2011)
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References

  • 2007The wisdom hierarchy: representations of the DIKW hierarchy1,832 cited
  • 2007Conceptual approaches for defining data, information, and knowledge820 cited
  • 2012Ignorance and Uncertainty: Emerging Paradigms471 cited
  • 2008The knowledge pyramid: a critique of the DIKW hierarchy402 cited
  • 1985The March of Folly: From Troy to Vietnam352 cited
  • 1982Knowledge and Knowledge Production.149 cited

Cited by

  • 2020Selection of design alternatives for smart product service system: A rough-fuzzy data envelopment analysis approach47 cited
  • 2020Revising the DIKW Pyramid and the Real Relationship Between Data, Information, Knowledge and Wisdom42 cited
  • 2017Business intelligence and SMEs: Bridging the gap30 cited
  • 2012The Unbearable Complexity of Documenting Intellectual Processes : Paradata and Virtual Cultural Heritage Visualisation20 cited
  • 2017A framework for deployment of mobile business intelligence within small and medium enterprises in developing countries18 cited
  • 2018Health Analytics Types, Functions and Levels: A Review of Literature18 cited
  • 2019Information for Knowledge: A Case Study on Education Faculty Students’ Internet-based Selective Learning Habits2 cited
  • 2023Jornadas de Ciencia y Tecnología 20232 cited

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  • 2022Design, Heritage e cultura digitale2 cited