Event log preprocessing for process mining: a review

HM Marin-Castro, E Tello-Leal - Applied Sciences, 2021 - mdpi.com
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …

An overview of data quality frameworks

C Cichy, S Rass - Ieee Access, 2019 - ieeexplore.ieee.org
Nowadays, the importance of achieving and maintaining a high standard of data quality is
widely recognized by both practitioners and researchers. Based on its impact on …

[PDF][PDF] 大数据的-个重要方面数据可用性

李建中, 刘显敏 - 计算机研究与发展, 2013 - cs.sjtu.edu.cn
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OPQRSTU@'VWIABXYZ [\],@ AB'KLVW^ _I!" AB'aZbc deABQ!^ fS ABXYZghiKjk l# $8 J …

The effects of data quality on machine learning performance

L Budach, M Feuerpfeil, N Ihde, A Nathansen… - arXiv preprint arXiv …, 2022 - arxiv.org
Modern artificial intelligence (AI) applications require large quantities of training and test
data. This need creates critical challenges not only concerning the availability of such data …

[图书][B] Knowledge graphs

D Fensel, U Simsek, K Angele, E Huaman, E Kärle… - 2020 - Springer
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …

Data and information quality

C Batini, M Scannapieco - Cham, Switzerland: Springer International …, 2016 - Springer
This book is the result of a study path that started in 2006, when the two authors of this book
published the book Data Quality: Concepts, Methodologies and Techniques. After 8 years …

A survey on provenance: What for? What form? What from?

M Herschel, R Diestelkämper, H Ben Lahmar - The VLDB Journal, 2017 - Springer
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …

Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and …

BT Hazen, CA Boone, JD Ezell… - International Journal of …, 2014 - Elsevier
Today׳ s supply chain professionals are inundated with data, motivating new ways of
thinking about how data are produced, organized, and analyzed. This has provided an …

Data quality in internet of things: A state-of-the-art survey

A Karkouch, H Mousannif, H Al Moatassime… - Journal of Network and …, 2016 - Elsevier
Abstract In the Internet of Things (IoT), data gathered from a global-scale deployment of
smart-things, are the base for making intelligent decisions and providing services. If data are …

[图书][B] The logic of information: A theory of philosophy as conceptual design

L Floridi - 2019 - books.google.com
Luciano Floridi presents an innovative approach to philosophy, conceived as conceptual
design. He explores how we make, transform, refine, and improve the objects of our …