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1 – 10 of 15Process mining provides a generic collection of techniques to turn event data into valuable insights, improvement ideas, predictions, and recommendations. This paper uses…
Abstract
Purpose
Process mining provides a generic collection of techniques to turn event data into valuable insights, improvement ideas, predictions, and recommendations. This paper uses spreadsheets as a metaphor to introduce process mining as an essential tool for data scientists and business analysts. The purpose of this paper is to illustrate that process mining can do with events what spreadsheets can do with numbers.
Design/methodology/approach
The paper discusses the main concepts in both spreadsheets and process mining. Using a concrete data set as a running example, the different types of process mining are explained. Where spreadsheets work with numbers, process mining starts from event data with the aim to analyze processes.
Findings
Differences and commonalities between spreadsheets and process mining are described. Unlike process mining tools like ProM, spreadsheets programs cannot be used to discover processes, check compliance, analyze bottlenecks, animate event data, and provide operational process support. Pointers to existing process mining tools and their functionality are given.
Practical implications
Event logs and operational processes can be found everywhere and process mining techniques are not limited to specific application domains. Comparable to spreadsheet software widely used in finance, production, sales, education, and sports, process mining software can be used in a broad range of organizations.
Originality/value
The paper provides an original view on process mining by relating it to the spreadsheets. The value of spreadsheet-like technology tailored toward the analysis of behavior rather than numbers is illustrated by the over 20 commercial process mining tools available today and the growing adoption in a variety of application domains.
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Paul D. Broude and Joseph E. Levangie
Most entrepreneurs are continually concerned about their finances. Their companies perhaps not yet profitable, they may have a fear of “running out of dry powder.” These…
Abstract
Most entrepreneurs are continually concerned about their finances. Their companies perhaps not yet profitable, they may have a fear of “running out of dry powder.” These entrepreneurs often have fallen in love with their company's technologies, products, and potential markets, but they require more resources. Invariably these emerging ventures shroud their fear of the grueling capital raising marathon by presenting voluminous business plans to potential investors. They often flaunt their “optimized business models.”” Investors, however, typically want to know why the potential investment is such a good deal. The entrepreneur often wants guidance regarding what to say to whom in a changing financing environment.
In this article, our “Practitioner's Corner” associate editor Joe Levangie collaborates with a long-time colleague Paul Broude to address how businesses should “make their capital-raising initiatives happen.” Levangie, a venture advisor and entrepreneur, first worked with Broude, a business and securities attorney, in 1985 when they went to London to pursue financing for an American startup. They successfully survived all-night drafting sessions, late-night clubbing by the company founder, and even skeet shooting and barbequing at the investment banker's country house to achieve the first “Greenfield” flotation by an American company on the Unlisted Securities Market of the London Stock Exchange. To ascertain how the entrepreneur can determine what financing options exist in today's investing climate, read on.
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