A process for mining science & technology documents databases, illustrated for the case of" knowledge discovery and data mining"

D Zhu, A Porter, S Cunningham, J Carlisie… - Ciência da …, 1999 - SciELO Brasil
… This paper presents a process of mining research & development abstract databases to … ,
The process is called "technology opportunities analysis." This article steps through the process

Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
science standpoint and appears to have overlooked various possible applications. We
reviewed management-orientated literature on Process Mining … application of Process Mining in …

[图书][B] Scientific data mining: a practical perspective

C Kamath - 2009 - SIAM
… In the process, this book brings together topics that are often spread … of mining scientific
data and introduces the reader to topics not often covered in academic texts such as data mining

[PDF][PDF] Mining scientific data

U Fayyad, D Haussler, P Stolorz - Communications of the ACM, 1996 - dl.acm.org
… In conclusion, we point out that KDD applications in science may generally be easier than
applications in business, finance, or other areas—mainly because science users typically …

Process mining: Overview and opportunities

W Van Der Aalst - ACM Transactions on Management Information …, 2012 - dl.acm.org
process mining and the interesting scientific challenges make process mining one of the “hot”
topics in Business Process … This article introduces process mining as a new research field …

Process mining for python (PM4Py): bridging the gap between process-and data science

A Berti, SJ Van Zelst, W van der Aalst - arXiv preprint arXiv:1905.06169, 2019 - arxiv.org
… workflow-based data science suite … process mining library, ie Process Mining for Python
(PM4Py) that aims to bridge this gap, providing integration with state-of-the-art data science

A survey of data mining and knowledge discovery process models and methodologies

G Mariscal, O Marban, C Fernandez - The Knowledge Engineering …, 2010 - cambridge.org
… KDD process. As a result of the comparison, we propose a new … mining and knowledge
discovery process named refined data mining process for developing any kind of data mining

Innovative activities in the sphere of mining process management

O Bazaluk, O Ashcheulova, O Mamaikin… - … Science, 2022 - frontiersin.org
The purpose of this paper is to propose a new methodological approach to complex assessment
of coal-mining enterprises basing on the evaluation of technological schemes from the …

The contribution of data mining to information science

SY Chen, X Liu - Journal of Information Science, 2004 - journals.sagepub.com
science. This paper is an attempt to illustrate how data mining can contribute to the field of
information science by … To provide a sound understanding of data mining applications, it is …

Scientific workflows for process mining: building blocks, scenarios, and implementation

A Bolt, M de Leoni, WMP van der Aalst - International Journal on Software …, 2016 - Springer
Process mining should be repeatable and automated. Therefore, we propose a framework
… of process mining workflows. Existing scientific workflow systems and data mining tools are …